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Marcos André Gonçalves

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affiliation: Federal University of Minas Gerais, Belo Horizonte, Brazil

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2024
[j126]
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Celso França, Rennan C. Lima, Cláudio M. V. de Andrade, Washington Cunha, Pedro O. S. Vaz de Melo, Berthier A. Ribeiro-Neto, Leonardo Rocha, Rodrygo L. T. Santos, Adriana S. Pagano, Marcos André Gonçalves:
On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval. Neurocomputing 600: 128172 (2024)
[j125]
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Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Guilherme Fonseca, Ana Machado, Leonardo Rocha, Marcos André Gonçalves:
Pipelining Semantic Expansion and Noise Filtering for Sentiment Analysis of Short Documents - CluSent Method. J. Interact. Syst. 15(1): 561-575 (2024)
[j124]
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Vinícius da Fonseca Vieira, Carlos H. G. Ferreira, Jussara M. Almeida, Edré Moreira, Alberto H. F. Laender, Wagner Meira Jr., Marcos André Gonçalves:
A network-driven study of hyperprolific authors in computer science. Scientometrics 129(4): 2255-2283 (2024)
[j123]
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Breno Matos, Rennan C. Lima, Jussara M. Almeida, Marcos André Gonçalves, Rodrygo L. T. Santos:
Intellectual dark web, alt-lite and alt-right: Are they really that different? a multi-perspective analysis of the textual content produced by contrarians. Soc. Netw. Anal. Min. 14(1): 32 (2024)
[c198]
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Luca Gioacchini, Welton Santos, Barbara Lopes, Idilio Drago, Marco Mellia, Jussara M. Almeida, Marcos André Gonçalves:
Explainable Stacking Models based on Complementary Traffic Embeddings. EuroS&P Workshops 2024: 261-272
[c197]
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  - conf/ictir/PasinCG024
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Andrea Pasin, Washington Cunha, Marcos André Gonçalves, Nicola Ferro:
A Quantum Annealing Instance Selection Approach for Efficient and Effective Transformer Fine-Tuning. ICTIR 2024: 205-214
[c196]
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Andrea Pasin, Washington Cunha, Marcos André Gonçalves, Nicola Ferro:
A Quantum Annealing-Based Instance Selection Approach for Transformer Fine-Tuning. IIR 2024: 58-61
[i11]
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  - journals/corr/abs-2407-17284
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Fabiano Belém, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Leonardo Rocha, Marcos André Gonçalves:
A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks. CoRR abs/2407.17284 (2024)
[i10]
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  - journals/corr/abs-2408-09629
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Cláudio M. V. de Andrade, Washington Cunha, Davi Reis, Adriana S. Pagano, Leonardo Rocha, Marcos André Gonçalves:
A Strategy to Combine 1stGen Transformers and Open LLMs for Automatic Text Classification. CoRR abs/2408.09629 (2024)
2023
[j122]
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Washington Cunha, Felipe Viegas, Celso França, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves:
A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification. ACM Comput. Surv. 55(13s): 265:1-265:52 (2023)
[j121]
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Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha, Celso França, Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves:
On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!". Inf. Process. Manag. 60(4): 103336 (2023)
[j120]
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Fabiano Muniz Belém, Cláudio M. V. de Andrade, Celso França, Marcos Carvalho, Marcelo A. S. Ganem, Gabriel Teixeira, Gabriel Jallais, Alberto H. F. Laender, Marcos André Gonçalves:
Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents. J. Inf. Data Manag. 14(1) (2023)
[j119]
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  - journals/jidm/ConstantinoSSCZCSFALG23
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Kattiana Constantino, Thiago H. P. Silva, João Vítor B. Silva, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Marcos Carvalho, Welton Santos, Celso França, Cláudio M. V. de Andrade, Alberto H. F. Laender, Marcos André Gonçalves:
Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries. J. Inf. Data Manag. 14(1) (2023)
[j118]
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Guilherme Dal Bianco, Denio Duarte, Marcos André Gonçalves:
Reducing the user labeling effort in effective high recall tasks by fine-tuning active learning. J. Intell. Inf. Syst. 61(2): 453-472 (2023)
[j117]
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  - journals/scientometrics/MoreiraMGL23
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Edré Moreira, Wagner Meira Jr., Marcos André Gonçalves, Alberto H. F. Laender:
The rise of hyperprolific authors in computer science: characterization and implications. Scientometrics 128(5): 2945-2974 (2023)
[c195]
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Cláudio M. V. de Andrade, Celso França, Fabiano Belém, Gabriel Jallais, Marcelo A. S. Ganem, Gabriel Teixeira, Alberto H. F. Laender, Marcos André Gonçalves:
PromptNER: Uma Abordagem para Reconhecimento de Entidades Nomeadas em Dados Sensíveis a Partir de Instâncias Rotuladas Automaticamente. SBBD 2023: 269-281
[c194]
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Welton Santos, Washington Cunha, Celso França, Guilherme Fonseca, Sérgio D. Canuto, Leonardo Rocha, Marcos André Gonçalves:
Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis. SBBD 2023: 408-413
[c193]
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  - conf/sigir/CunhaFF0G23
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Washington Cunha, Celso França, Guilherme Fonseca, Leonardo Rocha, Marcos André Gonçalves:
An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification. SIGIR 2023: 665-674
[c192]
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  - conf/webmedia/ViegasCCFA0G23
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Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio Moisés Valiense de Andrade, Leonardo Rocha, Marcos André Gonçalves:
CluSent - Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts. WebMedia 2023: 110-118
[c191]
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  - conf/webmedia/JuniorVG023
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Antônio Pereira De Souza Júnior, Felipe Viegas, Marcos André Gonçalves, Leonardo Rocha:
Evaluating the Limits of the Current Evaluation Metrics for Topic Modeling. WebMedia 2023: 119-127
[i9]
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  - journals/corr/abs-2310-03491
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Washington Cunha, Celso França, Leonardo Rocha, Marcos André Gonçalves:
TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method. CoRR abs/2310.03491 (2023)
2022
[j116]
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Rodrigo M. Silva, Guilherme C. M. Gomes, Mário S. Alvim, Marcos André Gonçalves:
How to build high quality L2R training data: Unsupervised compression-based selective sampling for learning to rank. Inf. Sci. 601: 90-113 (2022)
[j115]
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Bruno B. M. Paiva, Erickson R. Nascimento, Marcos André Gonçalves, Fabiano Belém:
A reinforcement learning approach for single redundant view co-training text classification. Inf. Sci. 615: 24-38 (2022)
[j114]
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  - journals/sbcjis/LopesSPG22
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Bárbara Gabrielle C. O. Lopes, Liziane Santos Soares, Raquel Oliveira Prates, Marcos André Gonçalves:
Contrasting Explain-ML with Interpretability Machine Learning Tools in Light of Interactive Machine Learning Principles. J. Interact. Syst. 13(1): 313-334 (2022)
[j113]
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  - journals/scientometrics/ViegasPCTMGR22
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Felipe Viegas, Antônio Pereira De Souza Júnior, Pablo Cecilio, Elisa Tuler, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha:
Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modeling. Scientometrics 127(8): 5005-5026 (2022)
[c190]
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  - conf/bigdataconf/CarvalhoMPCCNPLG22
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Marcos Carvalho, Vítor Mangaravite, Lucas M. Ponce, Luiz Cantelli, Bruno Campoi, Gabriel Nunes, Bruno Barbosa Miranda de Paiva, Alberto H. F. Laender, Marcos André Gonçalves:
Deduplicating Large Volumes of Data from Natural and Legal Entities in the Governmental Field. IEEE Big Data 2022: 2206-2213
[c189]
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  - conf/icml/PaivaPGSAMG22
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Bruno Barbosa Miranda de Paiva, Polianna Delfino Pereira, Virginia Mara Reis Gomes, Maira Viana Rego Souza-Silva, Cláudio Moisés Valiense de Andrade, Milena Soriano Marcolino, Marcos André Gonçalves:
Characterizing and Understanding Temporal Effects in COVID-19 Data. Healthcare AI and COVID-19 Workshop 2022: 33-40
[c188]
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  - conf/sbbd/MangaraviteCCPC22
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Vítor Mangaravite, Marcos Carvalho, Luiz Cantelli, Lucas M. Ponce, Bruno Campoi, Gabriel Nunes, Alberto H. F. Laender, Marcos André Gonçalves:
DedupeGov: Uma Plataforma para Integração de Grandes Volumes de Dados de Pessoas Físicas e Jurídicas em Âmbito Governamental. SBBD 2022: 90-102
[c187]
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  - conf/sbbd/BelemGFCLG22
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Fabiano Muniz Belém, Marcelo A. S. Ganem, Celso França, Marcos Carvalho, Alberto H. F. Laender, Marcos André Gonçalves:
Reforço e Delimitação Contextual para Reconhecimento de Entidades e Relações em Documentos Oficiais. SBBD 2022: 292-303
[c186]
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  - conf/sbbd/ConstantinoCZFC22
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Kattiana Constantino, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Celso França, Marcos Carvalho, Thiago H. P. Silva, Alberto H. F. Laender, Marcos André Gonçalves:
Segmentação e Classificação Semântica de Trechos de Diários Oficiais Usando Aprendizado Ativo. SBBD 2022: 304-316
[c185]
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  - conf/sigir/RodriguesSRG22
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Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Thierson Couto Rosa, Marcos André Gonçalves:
Risk-Sensitive Deep Neural Learning to Rank. SIGIR 2022: 803-813
[c184]
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  - conf/socinfo/MatosLAGS22
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Breno Matos, Rennan C. Lima, Jussara M. Almeida, Marcos André Gonçalves, Rodrygo L. T. Santos:
On the Presence of Abusive Language in Mis/Disinformation. SocInfo 2022: 292-304
2021
[j112]
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Thiago Salles, Leonardo Rocha, Marcos André Gonçalves:
A bias-variance analysis of state-of-the-art random forest text classifiers. Adv. Data Anal. Classif. 15(2): 379-405 (2021)
[j111]
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Washington Cunha, Vítor Mangaravite, Christian Gomes, Sérgio D. Canuto, Elaine Resende, Cecilia Nascimento, Felipe Viegas, Celso França, Wellington Santos Martins, Jussara M. Almeida, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves:
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study. Inf. Process. Manag. 58(3): 102481 (2021)
[j110]
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Reinaldo Silva Fortes, Daniel Xavier de Sousa, Dayanne Gouveia Coelho, Anísio Mendes Lacerda, Marcos André Gonçalves:
Individualized extreme dominance (IndED): A new preference-based method for multi-objective recommender systems. Inf. Sci. 572: 558-573 (2021)
[c183]
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Christian Gomes, Marcos André Gonçalves, Leonardo Rocha, Sérgio D. Canuto:
On the Cost-Effectiveness of Stacking of Neural and Non-Neural Methods for Text Classification: Scenarios and Performance Prediction. ACL/IJCNLP (Findings) 2021: 4003-4014
[c182]
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  - conf/asunam/CaetanoAGMMA21
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Josemar Alves Caetano, Jussara M. Almeida, Marcos André Gonçalves, Wagner Meira Jr., Humberto Torres Marques-Neto, Virgílio A. F. Almeida:
Analyzing topic attention in online small groups. ASONAM 2021: 64-68
[c181]
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Cláudio Moisés Valiense de Andrade, Marcos André Gonçalves:
Profiling Hate Speech Spreaders on Twitter: Exploiting Textual Analysis of Tweets and Combination of Textual Representations. CLEF (Working Notes) 2021: 2186-2192
[c180]
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  - conf/ihc/LopesSPG21
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Bárbara Gabrielle C. O. Lopes, Liziane Santos Soares, Raquel O. Prates, Marcos André Gonçalves:
Analysis of the User Experience with a Multiperspective Tool for Explainable Machine Learning in Light of Interactive Principles. IHC 2021: 3:1-3:11
[c179]
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  - conf/ranlp/FerreiraCRPFGPL21
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Thiago Castro Ferreira, João Victor de Pinho Costa, Isabela Rigotto, Vitoria Portella, Gabriel Frota, Ana Luisa A. R. Guimarães, Adalberto Penna, Isabela Lee, Tayane A. Soares, Sophia Rolim, Rossana Cunha, Celso França, Ariel Santos, Rivaney F. Oliveira, Abisague Langbehn, Daniel Hasan Dalip, Marcos André Gonçalves, Rodrigo Bastos Fóscolo, Adriana S. Pagano:
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus. RANLP 2021: 234-243
2020
[b4]
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Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender:
Automatic Disambiguation of Author Names in Bibliographic Repositories. Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers 2020, ISBN 978-3-031-01194-8
[j109]
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  - journals/ipm/KhatibiBSAG20
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Amir Khatibi, Fabiano Belém, Ana Paula Couto da Silva, Jussara M. Almeida, Marcos André Gonçalves:
Fine-grained tourism prediction: Impact of social and environmental features. Inf. Process. Manag. 57(2): 102057 (2020)
[j108]
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  - journals/ipm/CunhaCVSGMRRGR20
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Washington Cunha, Sérgio D. Canuto, Felipe Viegas, Thiago Salles, Christian Gomes, Vítor Mangaravite, Elaine Resende, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha:
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling. Inf. Process. Manag. 57(4): 102263 (2020)
[j107]
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Fabiano Muniz Belém, Rodrigo M. Silva, Cláudio Moisés Valiense de Andrade, Gabriel Person, Felipe Mingote, Raphael Ballet, Helton Alponti, Henrique P. de Oliveira, Jussara M. Almeida, Marcos André Gonçalves:
"Fixing the curse of the bad product descriptions" - Search-boosted tag recommendation for E-commerce products. Inf. Process. Manag. 57(5): 102289 (2020)
[j106]
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Felipe Viegas, Mário S. Alvim, Sérgio D. Canuto, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha:
Exploiting semantic relationships for unsupervised expansion of sentiment lexicons. Inf. Syst. 94: 101606 (2020)
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Gustavo Oliveira de Siqueira, Sérgio D. Canuto, Marcos André Gonçalves, Alberto H. F. Laender:
A pragmatic approach to hierarchical categorization of research expertise in the presence of scarce information. Int. J. Digit. Libr. 21(1): 61-73 (2020)
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Felipe Viegas, Washington Cunha, Christian Gomes, Antônio Pereira De Souza Júnior, Leonardo Rocha, Marcos André Gonçalves:
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords. ACL 2020: 8138-8150
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Luiz Felipe Mendes, Marcos André Gonçalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins:
"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification. CIKM 2020: 1125-1134
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  - conf/webmedia/MarquesRDG20
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Clara D. A. Marques, Nicolas G. Rezende, Daniel Hasan Dalip, Marcos André Gonçalves:
Automatic Content Quality Estimation Using Deep Neural Networks in Collaborative Encyclopedias on the Web. WebMedia 2020: 125-128

2010 – 2019

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2019
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Mateus Ferreira e Freitas, Daniel Xavier de Sousa, Wellington S. Martins, Thierson Couto Rosa, Rodrigo M. Silva, Marcos André Gonçalves:
Parallel rule-based selective sampling and on-demand learning to rank. Concurr. Comput. Pract. Exp. 31(18) (2019)
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Luiz Felipe Gonçalves Magalhães, Marcos André Gonçalves, Sérgio Daniel Canuto, Daniel Hasan Dalip, Marco Cristo, Pável Calado:
Quality assessment of collaboratively-created web content with no manual intervention based on soft multi-view generation. Expert Syst. Appl. 132: 226-238 (2019)
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Fabiano Muniz Belém, André G. Heringer, Jussara M. Almeida, Marcos André Gonçalves:
Exploiting syntactic and neighbourhood attributes to address cold start in tag recommendation. Inf. Process. Manag. 56(3): 771-790 (2019)
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Philipe F. Melo, Daniel Hasan Dalip, Manoel M. Junior, Marcos André Gonçalves, Fabrício Benevenuto:
10SENT: A stable sentiment analysis method based on the combination of off-the-shelf approaches. J. Assoc. Inf. Sci. Technol. 70(3): 242-255 (2019)
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Ícaro Cavalcante Dourado, Renata Galante, Marcos André Gonçalves, Ricardo da Silva Torres:
Bag of textual graphs (BoTG): A general graph-based text representation model. J. Assoc. Inf. Sci. Technol. 70(8): 817-829 (2019)
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Javier Alvaro Vargas Muñoz, Marcos André Gonçalves, Zanoni Dias, Ricardo da Silva Torres:
Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search. Pattern Recognit. 96 (2019)
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Daniel Xavier de Sousa, Sérgio D. Canuto, Marcos André Gonçalves, Thierson Couto Rosa, Wellington Santos Martins:
Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection. ACM Trans. Inf. Syst. 37(2): 24:1-24:34 (2019)
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Gustavo Penha, Raphael R. Campos, Sérgio D. Canuto, Marcos André Gonçalves, Rodrygo L. T. Santos:
Document Performance Prediction for Automatic Text Classification. ECIR (2) 2019: 132-139
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Pablo Figueira, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves:
Automatic Generation of Initial Reading Lists: Requirements and Solutions. JCDL 2019: 1-10
[c173]
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Fabiano Belém, Alexandre Maros, Sérgio D. Canuto, Rodrigo Silva, Jussara M. Almeida, Marcos André Gonçalves:
Image Aesthetics and its Effects on Product Clicks in E-Commerce Search. eCOM@SIGIR 2019
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Sérgio D. Canuto, Thiago Salles, Thierson Couto Rosa, Marcos André Gonçalves:
Similarity-Based Synthetic Document Representations for Meta-Feature Generation in Text Classification. SIGIR 2019: 355-364
[c171]
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Josemar Alves Caetano, Gabriel Magno, Marcos André Gonçalves, Jussara M. Almeida, Humberto Torres Marques-Neto, Virgílio A. F. Almeida:
Characterizing Attention Cascades in WhatsApp Groups. WebSci 2019: 27-36
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Felipe Viegas, Sérgio D. Canuto, Christian Gomes, Washington Luiz, Thierson Rosa, Sabir Ribas, Leonardo Rocha, Marcos André Gonçalves:
CluWords: Exploiting Semantic Word Clustering Representation for Enhanced Topic Modeling. WSDM 2019: 753-761
[i8]
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Josemar Alves Caetano, Gabriel Magno, Marcos André Gonçalves, Jussara M. Almeida, Humberto Torres Marques-Neto, Virgílio A. F. Almeida:
Characterizing Attention Cascades in WhatsApp Groups. CoRR abs/1905.00825 (2019)
2018
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Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves, Fernando Mourão, Giovanni Sá, Thiago Salles, Guilherme Andrade, Isac Sandin:
A Genetic Programming approach for feature selection in highly dimensional skewed data. Neurocomputing 273: 554-569 (2018)
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Felipe Viegas, Leonardo Rocha, Elaine Resende, Thiago Salles, Wellington Martins, Mateus Ferreira e Freitas, Marcos André Gonçalves:
Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification. Neurocomputing 307: 153-171 (2018)
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Guilherme Dal Bianco, Marcos André Gonçalves, Denio Duarte:
BLOSS: Effective meta-blocking with almost no effort. Inf. Syst. 75: 75-89 (2018)
[j94]
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Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha:
Improving random forests by neighborhood projection for effective text classification. Inf. Syst. 77: 1-21 (2018)
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Fernando Mourão, Leonardo Rocha, Felipe Viegas, Thiago Salles, Marcos André Gonçalves, Srinivasan Parthasarathy, Wagner Meira Jr.:
NetClass: A network-based relational model for document classification. Inf. Sci. 469: 60-78 (2018)
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Sérgio D. Canuto, Daniel Xavier de Sousa, Marcos André Gonçalves, Thierson Couto Rosa:
A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification. IEEE Trans. Knowl. Data Eng. 30(12): 2242-2256 (2018)
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Felipe Viegas, Washington Luiz, Christian Gomes, Amir Khatibi, Sérgio D. Canuto, Fernando Mourão, Thiago Salles, Leonardo Rocha, Marcos André Gonçalves:
Semantically-Enhanced Topic Modeling. CIKM 2018: 893-902
[c168]
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Amir Khatibi, Fabiano Belém, Ana P. Silva, Dennis E. Shasha, Marcos André Gonçalves:
Improving Tourism Prediction Models Using Climate and Social Media Data: A Fine-Grained Approach. ICWSM 2018: 636-639
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Reinaldo Silva Fortes, Anísio Lacerda, Alan R. R. de Freitas, Carlos Bruckner, Dayanne Gouveia Coelho, Marcos André Gonçalves:
User-Oriented Objective Prioritization for Meta-Featured Multi-Objective Recommender Systems. UMAP (Adjunct Publication) 2018: 311-316
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Washington Luiz, Felipe Viegas, Rafael Odon de Alencar, Fernando Mourão, Thiago Salles, Dárlinton B. F. Carvalho, Marcos André Gonçalves, Leonardo Rocha:
A Feature-Oriented Sentiment Rating for Mobile App Reviews. WWW 2018: 1909-1918
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Jiangping Chen, Marcos André Gonçalves, Jeff M. Allen, Edward A. Fox, Min-Yen Kan, Vivien Petras:
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, JCDL 2018, Fort Worth, TX, USA, June 03-07, 2018. ACM 2018 [contents]
2017
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Rodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres:
Diversity-based interactive learning meets multimodality. Neurocomputing 259: 159-175 (2017)
[j90]
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Thiago Salles, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves, Felipe Viegas, Wagner Meira Jr.:
A Two-Stage Machine learning approach for temporally-robust text classification. Inf. Syst. 69: 40-58 (2017)
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Thiago N. C. Cardoso, Rodrigo M. Silva, Sérgio D. Canuto, Mirella M. Moro, Marcos André Gonçalves:
Ranked batch-mode active learning. Inf. Sci. 379: 313-337 (2017)
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Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado:
A general multiview framework for assessing the quality of collaboratively created content on web 2.0. J. Assoc. Inf. Sci. Technol. 68(2): 286-308 (2017)
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Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves:
A survey on tag recommendation methods. J. Assoc. Inf. Sci. Technol. 68(4): 830-844 (2017)
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Alan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira:
Incremental author name disambiguation by exploiting domain-specific heuristics. J. Assoc. Inf. Sci. Technol. 68(4): 931-945 (2017)
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Gustavo Oliveira de Siqueira, Sérgio D. Canuto, Marcos André Gonçalves, Alberto H. F. Laender:
Automatic Hierarchical Categorization of Research Expertise Using Minimum Information. TPDL 2017: 103-115
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Reinaldo Silva Fortes, Alan R. R. de Freitas, Marcos André Gonçalves:
A Multicriteria Evaluation of Hybrid Recommender Systems: On the Usefulness of Input Data Characteristics. ICEIS (2) 2017: 623-633
[c163]
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Rodrigo Tripodi Calumby, Iago Breno Alves do Carmo Araujo, Felipe Souza Cordeiro, Fabiana Bertoni, Sérgio D. Canuto, Fabiano Belém, Marcos André Gonçalves, Ícaro C. Dourado, Javier A. V. Muñoz, Lin Li, Ricardo da Silva Torres:
Rank Fusion and Multimodal Per-topic Adaptiveness for Diverse Image Retrieval. MediaEval 2017
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  - conf/sac/SilveiraRMG17
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Thiago Silveira, Leonardo Rocha, Fernando Mourão, Marcos André Gonçalves:
A framework for unexpectedness evaluation in recommendation. SAC 2017: 1662-1667
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  - conf/sigir/CamposCSSG17
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Raphael R. Campos, Sérgio D. Canuto, Thiago Salles, Clebson C. A. de Sá, Marcos André Gonçalves:
Stacking Bagged and Boosted Forests for Effective Automated Classification. SIGIR 2017: 105-114
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Philipe F. Melo, Daniel Hasan Dalip, Manoel M. Junior, Marcos André Gonçalves, Fabrício Benevenuto:
10Sent: A Stable Sentiment Analysis Method Based on the Combination of Off-The-Shelf Approaches. CoRR abs/1711.07915 (2017)
2016
[j85]
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Filipe N. Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Marcos André Gonçalves, Fabrício Benevenuto:
SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods. EPJ Data Sci. 5(1): 23 (2016)
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Rodrigo Tripodi Calumby, Marcos André Gonçalves, Ricardo da Silva Torres:
On interactive learning-to-rank for IR: Overview, recent advances, challenges, and directions. Neurocomputing 208: 3-24 (2016)
[j83]
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Patricia Correia Saraiva, João M. B. Cavalcanti, Edleno Silva de Moura, Marcos André Gonçalves, Ricardo da Silva Torres:
A multimodal query expansion based on genetic programming for visually-oriented e-commerce applications. Inf. Process. Manag. 52(5): 783-800 (2016)
[j82]
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Flavio V. D. de Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto:
TrendLearner: Early prediction of popularity trends of user generated content. Inf. Sci. 349-350: 172-187 (2016)
[j81]
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Eder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves:
On cold start for associative tag recommendation. J. Assoc. Inf. Sci. Technol. 67(1): 83-105 (2016)
[j80]
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Thiago Salles, Leonardo Rocha, Marcos André Gonçalves, Jussara M. Almeida, Fernando Mourão, Wagner Meira Jr., Felipe Viegas:
A quantitative analysis of the temporal effects on automatic text classification. J. Assoc. Inf. Sci. Technol. 67(7): 1639-1667 (2016)
[j79]
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Fabiano Muniz Belém, Carolina S. Batista, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves:
Beyond Relevance: Explicitly Promoting Novelty and Diversity in Tag Recommendation. ACM Trans. Intell. Syst. Technol. 7(3): 26:1-26:34 (2016)
[c160]
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  - conf/cikm/SilvaGAG16
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Rodrigo M. Silva, Guilherme de Castro Mendes Gomes, Mário S. Alvim, Marcos André Gonçalves:
Compression-Based Selective Sampling for Learning to Rank. CIKM 2016: 247-256
[c159]
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Daniel Xavier de Sousa, Sérgio Daniel Canuto, Thierson Couto Rosa, Wellington Santos Martins, Marcos André Gonçalves:
Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank. CIKM 2016: 257-266
[c158]
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Gabriel Pacheco, Pablo Figueira, Jussara M. Almeida, Marcos André Gonçalves:
Dissecting a Scholar Popularity Ranking into Different Knowledge Areas. TPDL 2016: 253-265
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Guilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos André Gonçalves, Sérgio D. Canuto:
A practical and effective sampling selection strategy for large scale deduplication. ICDE 2016: 1518-1519
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Masoumeh Nezhadbiglari, Marcos André Gonçalves, Jussara M. Almeida:
Early Prediction of Scholar Popularity. JCDL 2016: 181-190
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Pollyanna Gonçalves, Daniel Hasan Dalip, Helen Costa, Marcos André Gonçalves, Fabrício Benevenuto:
On the combination of "off-the-shelf" sentiment analysis methods. SAC 2016: 1158-1165
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Raphael R. Campos, Marcos André Gonçalves:
BERT: Melhorando Classificação de Texto com Árvores Extremamente Aleatórias, Bagging e Boosting. SBBD 2016: 127-132
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Clebson C. A. de Sá, Marcos André Gonçalves, Daniel Xavier de Sousa, Thiago Salles:
Generalized BROOF-L2R: A General Framework for Learning to Rank Based on Boosting and Random Forests. SIGIR 2016: 95-104
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Vítor Mangaravite, Rodrygo L. T. Santos, Isac S. Ribeiro, Marcos André Gonçalves, Alberto H. F. Laender:
The LExR Collection for Expertise Retrieval in Academia. SIGIR 2016: 721-724
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Sérgio D. Canuto, Marcos André Gonçalves, Fabrício Benevenuto:
Exploiting New Sentiment-Based Meta-level Features for Effective Sentiment Analysis. WSDM 2016: 53-62
2015
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Marisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves:
Predicting the popularity of micro-reviews: A Foursquare case study. Inf. Sci. 325: 355-374 (2015)
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Alan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira:
On the combination of domain-specific heuristics for author name disambiguation: the nearest cluster method. Int. J. Digit. Libr. 16(3-4): 229-246 (2015)
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Guilherme Dal Bianco, Renata Galante, Marcos André Gonçalves, Sérgio D. Canuto, Carlos Alberto Heuser:
A Practical and Effective Sampling Selection Strategy for Large Scale Deduplication. IEEE Trans. Knowl. Data Eng. 27(9): 2305-2319 (2015)
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Javier Alvaro Vargas Muñoz, Ricardo da Silva Torres, Marcos André Gonçalves:
A Soft Computing Approach for Learning to Aggregate Rankings. CIKM 2015: 83-92
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Felipe Viegas, Marcos André Gonçalves, Wellington Martins, Leonardo Rocha:
Parallel Lazy Semi-Naive Bayes Strategies for Effective and Efficient Document Classification. CIKM 2015: 1071-1080
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Myriam Bahia Lopes, Marcos André Gonçalves, Thiago Salles:
A genealogy of the work of collector: The document and its image. Digital Heritage 2015: 299-306
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Pablo Figueira, Gabriel Pacheco, Jussara M. Almeida, Marcos André Gonçalves:
On the Impact of Academic Factors on Scholar Popularity: A Cross-Area Study. TPDL 2015: 139-152
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Emília A. de Souza, Anderson A. Ferreira, Marcos André Gonçalves:
Combining Classifiers and User Feedback for Disambiguating Author Names. JCDL 2015: 259-260
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Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender:
Automatic Methods for Disambiguating Author Names in Bibliographic Data Repositories. JCDL 2015: 297-298
[c144]
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Rodrigo Tripodi Calumby, Iago B. A. do C. Araujo, Vinícius Pereira Santana, Javier A. V. Muñoz, Otávio Augusto Bizetto Penatti, Lin Tzy Li, Jurandy Almeida, Giovani Chiachia, Marcos André Gonçalves, Ricardo da Silva Torres:
Recod @ MediaEval 2015: Diverse Social Images Retrieval. MediaEval 2015
[c143]
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Lin Tzy Li, Javier A. V. Muñoz, Jurandy Almeida, Rodrigo Tripodi Calumby, Otávio Augusto Bizetto Penatti, Ícaro C. Dourado, Keiller Nogueira, Pedro Ribeiro Mendes Júnior, Luís A. M. Pereira, Daniel Carlos Guimarães Pedronette, Jefersson Alex dos Santos, Marcos André Gonçalves, Ricardo da Silva Torres:
RECOD @ Placing Task of MediaEval 2015. MediaEval 2015
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Leonardo Rocha, Gabriel Spada Ramos, Rodrigo Chaves, Rafael Sachetto Oliveira, Daniel Madeira, Felipe Viegas, Guilherme Andrade, Sérgio Daniel, Marcos André Gonçalves, Renato Ferreira:
G-KNN: an efficient document classification algorithm for sparse datasets on GPUs using KNN. SAC 2015: 1335-1338
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Sérgio D. Canuto, Marcos André Gonçalves, Wisllay M. V. dos Santos, Thierson Couto Rosa, Wellington Martins:
An Efficient and Scalable MetaFeature-based Document Classification Approach based on Massively Parallel Computing. SIGIR 2015: 333-342
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Thiago Salles, Marcos André Gonçalves, Victor Rodrigues, Leonardo Rocha:
BROOF: Exploiting Out-of-Bag Errors, Boosting and Random Forests for Effective Automated Classification. SIGIR 2015: 353-362
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Isac S. Ribeiro, Rodrygo L. T. Santos, Marcos André Gonçalves, Alberto H. F. Laender:
On Tag Recommendation for Expertise Profiling: A Case Study in the Scientific Domain. WSDM 2015: 189-198
[i6]
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Filipe Nunes Ribeiro, Matheus Araújo, Pollyanna Gonçalves, Fabrício Benevenuto, Marcos André Gonçalves:
A Benchmark Comparison of State-of-the-Practice Sentiment Analysis Methods. CoRR abs/1512.01818 (2015)
2014
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Fabiano Muniz Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves:
Personalized and object-centered tag recommendation methods for Web 2.0 applications. Inf. Process. Manag. 50(4): 524-553 (2014)
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Rodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso:
A Two-stage active learning method for learning to rank. J. Assoc. Inf. Sci. Technol. 65(1): 109-128 (2014)
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Anderson A. Ferreira, Adriano Veloso, Marcos André Gonçalves, Alberto H. F. Laender:
Self-training author name disambiguation for information scarce scenarios. J. Assoc. Inf. Sci. Technol. 65(6): 1257-1278 (2014)
[j72]
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Luciano Vilas Boas Esperidião, Anderson A. Ferreira, Alberto H. F. Laender, Marcos André Gonçalves, David Menotti Gomes, Andréa Iabrudi Tavares, Guilherme Tavares de Assis:
Reducing Fragmentation in Incremental Author Name Disambiguation. J. Inf. Data Manag. 5(3): 293-307 (2014)
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Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Marcos André Gonçalves:
Multimodal retrieval with relevance feedback based on genetic programming. Multim. Tools Appl. 69(3): 991-1019 (2014)
[j70]
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Flavio V. D. de Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto:
On the Dynamics of Social Media Popularity: A YouTube Case Study. ACM Trans. Internet Techn. 14(4): 24:1-24:23 (2014)
[j69]
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Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender:
Disambiguating Author Names using Minimum Bibliographic Information. World Digit. Libr. 7(1): 71-84 (2014)
[c138]
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Sérgio D. Canuto, Thiago Salles, Marcos André Gonçalves, Leonardo Rocha, Gabriel Spada Ramos, Luiz Gonçalves, Thierson Couto Rosa, Wellington Santos Martins:
On Efficient Meta-Level Features for Effective Text Classification. CIKM 2014: 1709-1718
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Marisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves, Daniel Souza, Guilherme de Castro Mendes Gomes:
Popularity dynamics of foursquare micro-reviews. COSN 2014: 119-130
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Evandro Cunha, Gabriel Magno, Marcos André Gonçalves, César Cambraia, Virgílio A. F. Almeida:
How you post is who you are: characterizing google+ status updates across social groups. HT 2014: 212-217
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Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Marcos André Gonçalves:
Diversity-driven learning for multimodal image retrieval with relevance feedback. ICIP 2014: 2197-2201
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Glauber D. Gonçalves, Flavio V. D. de Figueiredo, Jussara M. Almeida, Marcos André Gonçalves:
Characterizing scholar popularity: A case study in the Computer Science research community. JCDL 2014: 57-66
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Alan Filipe Santana, Marcos André Gonçalves, Alberto H. F. Laender, Anderson A. Ferreira:
Combining domain-specific heuristics for author name disambiguation. JCDL 2014: 173-182
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Daniel Hasan Dalip, Harlley Lima, Marcos André Gonçalves, Marco Cristo, Pável Calado:
Quality assessment of collaborative content with minimal information. JCDL 2014: 201-210
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Marisa A. Vasconcelos, Jussara M. Almeida, Marcos André Gonçalves:
What makes your opinion popular?: predicting the popularity of micro-reviews in foursquare. SAC 2014: 598-603
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Diego Couto de Las Casas, Gabriel Magno, Evandro Cunha, Marcos André Gonçalves, César Cambraia, Virgílio A. F. Almeida:
Noticing the other gender on Google+. WebSci 2014: 156-160
[i5]
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Flavio V. D. de Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto:
On the Dynamics of Social Media Popularity: A YouTube Case Study. CoRR abs/1402.1777 (2014)
[i4]
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Flavio V. D. de Figueiredo, Jussara M. Almeida, Marcos André Gonçalves, Fabrício Benevenuto:
TrendLearner: Early Prediction of Popularity Trends of User Generated Content. CoRR abs/1402.2351 (2014)
[i3]
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Flavio V. D. de Figueiredo, Marcos André Gonçalves, Jussara M. Almeida:
Improving the Effectiveness of Content Popularity Prediction Methods using Time Series Trends. CoRR abs/1408.7094 (2014)
2013
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Rao Shen, Marcos André Gonçalves, Edward A. Fox:
Key Issues Regarding Digital Libraries: Evaluation and Integration. Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers 2013, ISBN 9781608459124, pp. 1-110
[j68]
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Flavio V. D. de Figueiredo, Henrique Pinto, Fabiano Belém, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura:
Assessing the quality of textual features in social media. Inf. Process. Manag. 49(1): 222-247 (2013)
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Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva:
An evolutionary approach to complex schema matching. Inf. Syst. 38(3): 302-316 (2013)
[j66]
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Leonardo Rocha, Fernando Mourão, Hilton de Oliveira Mota, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.:
Temporal contexts: Effective text classification in evolving document collections. Inf. Syst. 38(3): 388-409 (2013)
[j65]
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Patricia Correia Saraiva, João M. B. Cavalcanti, Marcos André Gonçalves, Katia C. Lage dos Santos, Edleno Silva de Moura, Ricardo da Silva Torres:
Evaluation of parameters for combining multiple textual sources of evidence for Web image retrieval using genetic programming. J. Braz. Comput. Soc. 19(2): 147-160 (2013)
[j64]
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Guilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara M. Almeida, Marcos André Gonçalves:
Is Learning to Rank Worth it? A Statistical Analysis of Learning to Rank Methods in the LETOR Benchmarks. J. Inf. Data Manag. 4(1): 57-66 (2013)
[j63]
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Sérgio D. Canuto, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves:
A Comparative Study of Learning-to-Rank Techniques for Tag Recommendation. J. Inf. Data Manag. 4(3): 453-468 (2013)
[c129]
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Fabiano Belém, Eder Ferreira Martins, Jussara M. Almeida, Marcos André Gonçalves:
Exploiting Novelty and Diversity in Tag Recommendation. ECIR 2013: 380-391
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Pedro Henrique B. Las-Casas, Dorgival O. Guedes, Jussara M. Almeida, Artur Ziviani, Marcos André Gonçalves, Humberto T. Marques-Neto:
Adaptive spammer detection at the source network. GLOBECOM 2013: 1434-1439
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Thiago A. Godoi, Ricardo da Silva Torres, Ariadne Maria Brito Rizzoni Carvalho, Marcos André Gonçalves, Anderson A. Ferreira, Weiguo Fan, Edward A. Fox:
A relevance feedback approach for the author name disambiguation problem. JCDL 2013: 209-218
[c126]
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Lin Tzy Li, Jurandy Almeida, Otávio Augusto Bizetto Penatti, Rodrigo Tripodi Calumby, Daniel Carlos Guimarães Pedronette, Marcos André Gonçalves, Ricardo da Silva Torres:
Multimodal Image Geocoding: The 2013 RECOD's Approach. MediaEval 2013
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Fabiano Belém, Rodrygo L. T. Santos, Jussara M. Almeida, Marcos André Gonçalves:
Topic diversity in tag recommendation. RecSys 2013: 141-148
[c124]
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Guilherme Andrade, Felipe Viegas, Gabriel Spada Ramos, Jussara M. Almeida, Leonardo Chaves Dutra da Rocha, Marcos André Gonçalves, Renato Ferreira:
GPU-NB: A Fast CUDA-Based Implementation of Naïve Bayes. SBAC-PAD 2013: 168-175
[c123]
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Sérgio D. Canuto, Guilherme Dal Bianco, Marcos André Gonçalves, Jussara M. Almeida, Thierson Couto:
UDRB: Uma Nova Heurística Eficaz para Deduplicação de Referências Bibliográficas. SBBD (Short Papers) 2013: 9:1-9:6
[c122]
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Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado:
Exploiting user feedback to learn to rank answers in q&a forums: a case study with stack overflow. SIGIR 2013: 543-552
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Felipe Moraes, Marisa A. Vasconcelos, Patrick Prado, Daniel Hasan Dalip, Jussara M. Almeida, Marcos André Gonçalves:
Polarity Detection of Foursquare Tips. SocInfo 2013: 153-162
[c120]
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Guilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos André Gonçalves:
Tuning large scale deduplication with reduced effort. SSDBM 2013: 18:1-18:12
[c119]
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Felipe Moraes, Marisa A. Vasconcelos, Patrick Prado, Jussara M. Almeida, Marcos André Gonçalves:
Polarity analysis of micro reviews in foursquare. WebMedia 2013: 113-120
[c118]
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Ticiana Oniki Toffoli, Nádia Puchalski Kozievitch, Marcos André Gonçalves, Ricardo da Silva Torres:
A formal approach for the specification of digital complex objects. WebMedia 2013: 125-132
[c117]
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Eder Ferreira Martins, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves:
Measuring and addressing the impact of cold start on associative tag recommenders. WebMedia 2013: 325-332
[c116]
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Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves:
Using early view patterns to predict the popularity of youtube videos. WSDM 2013: 365-374
[i2]
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Guilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara Marques de Almeida, Marcos André Gonçalves:
Is Learning to Rank Worth It? A Statistical Analysis of Learning to Rank Methods. CoRR abs/1303.2277 (2013)
2012
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Edward A. Fox, Marcos André Gonçalves, Rao Shen:
Theoretical Foundations for Digital Libraries: The 5S (Societies, Scenarios, Spaces, Structures, Streams) Approach. Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers 2012, ISBN 978-3-031-01151-1
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Adriano Veloso, Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender, Wagner Meira Jr.:
Cost-effective on-demand associative author name disambiguation. Inf. Process. Manag. 48(4): 680-697 (2012)
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Anderson A. Ferreira, Marcos André Gonçalves, Jussara M. Almeida, Alberto H. F. Laender, Adriano Veloso:
A tool for generating synthetic authorship records for evaluating author name disambiguation methods. Inf. Sci. 206: 42-62 (2012)
[j60]
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Carolina A. S. Bigonha, Thiago N. C. Cardoso, Mirella M. Moro, Marcos André Gonçalves, Virgílio A. F. Almeida:
Sentiment-based influence detection on Twitter. J. Braz. Comput. Soc. 18(3): 169-183 (2012)
[j59]
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Daniel Hasan Dalip, Marcos André Gonçalves, Thiago N. C. Cardoso, Marco Cristo, Pável Calado:
A Multi-view Approach for the Quality Assessment of Wiki Articles. J. Inf. Data Manag. 3(1): 73-82 (2012)
[j58]
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Péterson Sampaio Procópio Júnior, Marcos André Gonçalves, Alberto H. F. Laender, Thiago Salles, Daniel R. Figueiredo:
Time-Aware Ranking in Sport Social Networks. J. Inf. Data Manag. 3(3): 195-210 (2012)
[j57]
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Anderson A. Ferreira, Tales Mota Machado, Marcos André Gonçalves:
Improving Author Name Disambiguation with User Relevance Feedback. J. Inf. Data Manag. 3(3): 332-347 (2012)
[j56]
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Anderson A. Ferreira, Marcos André Gonçalves, Alberto H. F. Laender:
A brief survey of automatic methods for author name disambiguation. SIGMOD Rec. 41(2): 15-26 (2012)
[j55]
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Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva:
A Genetic Programming Approach to Record Deduplication. IEEE Trans. Knowl. Data Eng. 24(3): 399-412 (2012)
[j54]
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Fabrício Benevenuto, Tiago Rodrigues, Adriano Veloso, Jussara M. Almeida, Marcos André Gonçalves, Virgílio A. F. Almeida:
Practical Detection of Spammers and Content Promoters in Online Video Sharing Systems. IEEE Trans. Syst. Man Cybern. Part B 42(3): 688-701 (2012)
[c115]
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Isac Sandin, Guilherme Andrade, Felipe Viegas, Daniel Madeira, Leonardo Rocha, Thiago Salles, Marcos André Gonçalves:
Aggressive and effective feature selection using genetic programming. IEEE Congress on Evolutionary Computation 2012: 1-8
[c114]
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Vitor Campos de Oliveira, Guilherme de Castro Mendes Gomes, Fabiano Belém, Wladmir C. Brandão, Jussara M. Almeida, Nivio Ziviani, Marcos André Gonçalves:
Automatic query expansion based on tag recommendation. CIKM 2012: 1985-1989
[c113]
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Maria I. M. Sumbana, Marcos André Gonçalves, Rodrigo Silva Oliveira, Jussara M. Almeida, Adriano Veloso:
Automatic Vandalism Detection in Wikipedia with Active Associative Classification. TPDL 2012: 138-143
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Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado:
On MultiView-Based Meta-learning for Automatic Quality Assessment of Wiki Articles. TPDL 2012: 234-246
[c111]
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Evandro Cunha, Gabriel Magno, Virgílio A. F. Almeida, Marcos André Gonçalves, Fabrício Benevenuto:
A gender based study of tagging behavior in twitter. HT 2012: 323-324
[c110]
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Anderson A. Ferreira, Rodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso, Alberto H. F. Laender:
Active associative sampling for author name disambiguation. JCDL 2012: 175-184
[c109]
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Jurandy Almeida, Thiago Salles, Eder Ferreira Martins, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Marcos André Gonçalves, Jussara M. Almeida:
UNICAMP-UFMG at MediaEval 2012: Genre Tagging Task. MediaEval 2012
[c108]
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Paulo J. L. Alvarenga, Marcos André Gonçalves, Daniel R. Figueiredo:
Ranqueamento Supervisionado de Autores em Redes de Colaboração Científica. SBBD (Short Papers) 2012: 89-96
[c107]
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Guilherme de Castro Mendes Gomes, Vitor Campos de Oliveira, Jussara Marques de Almeida, Marcos André Gonçalves:
Is Learning to Rank Worth it? A Statistical Analysis of Learning to Rank Methods. SBBD (Short Papers) 2012: 193-200
[c106]
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Maria I. M. Sumbana, Allan J. C. Silva, Marcos André Gonçalves, Jussara M. Almeida, Gisele L. Pappa:
Seleção de Atributos Utilizando Algoritmos Genéticos para Detecção do Vandalismo na Wikipedia. SBBD (Short Papers) 2012: 209-216
[c105]
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Fabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves:
Exploiting relevance, novelty and diversity in tag recommendation. WebMedia 2012: 297-300
[c104]
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Michelle Hanne, Cristiano M. Silva, Jussara M. Almeida, Marcos André Gonçalves:
Analysis of vulnerability to facebook users. WebMedia 2012: 335-342
[c103]
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Karla Okada, Edleno Silva de Moura, Marco Cristo, David Fernandes de Oliveira, Marcos André Gonçalves, Klessius Berlt:
Advertisement selection for online videos. WebMedia 2012: 367-374
[c102]
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Daniel Xavier de Sousa, Thierson Couto Rosa, Wellington Santos Martins, Rodrigo M. Silva, Marcos André Gonçalves:
Improving On-Demand Learning to Rank through Parallelism. WISE 2012: 526-537
2011
[j53]
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Eduardo N. Borges, Moisés G. de Carvalho, Renata de Matos Galante, Marcos André Gonçalves, Alberto H. F. Laender:
An unsupervised heuristic-based approach for bibliographic metadata deduplication. Inf. Process. Manag. 47(5): 706-718 (2011)
[j52]
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Fábio Figueiredo, Leonardo Rocha, Thierson Couto, Thiago Salles, Marcos André Gonçalves, Wagner Meira Jr.:
Word co-occurrence features for text classification. Inf. Syst. 36(5): 843-858 (2011)
[j51]
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Adriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Humberto Mossri de Almeida, Mohammed Javeed Zaki:
Calibrated lazy associative classification. Inf. Sci. 181(13): 2656-2670 (2011)
[j50]
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Jefersson A. dos Santos, Cristiano D. Ferreira, Ricardo da Silva Torres, Marcos André Gonçalves, Rubens A. C. Lamparelli:
A relevance feedback method based on genetic programming for classification of remote sensing images. Inf. Sci. 181(13): 2671-2684 (2011)
[j49]
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Denilson Alves Pereira, Berthier A. Ribeiro-Neto, Nivio Ziviani, Alberto H. F. Laender, Marcos André Gonçalves:
A generic Web-based entity resolution framework. J. Assoc. Inf. Sci. Technol. 62(5): 919-932 (2011)
[j48]
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Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado:
Automatic Assessment of Document Quality in Web Collaborative Digital Libraries. ACM J. Data Inf. Qual. 2(3): 14:1-14:30 (2011)
[j47]
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Nivio Ziviani, Marcos André Gonçalves, Edleno Silva de Moura, Berthier A. Ribeiro-Neto, Altigran Soares da Silva, Adriano Veloso:
Information Retrieval Research at UFMG. J. Inf. Data Manag. 2(2): 77-92 (2011)
[j46]
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Ana Paula de Carvalho, Anderson A. Ferreira, Alberto H. F. Laender, Marcos André Gonçalves:
Incremental Unsupervised Name Disambiguation in Cleaned Digital Libraries. J. Inf. Data Manag. 2(3): 289-304 (2011)
[j45]
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Petrina A. S. Kimura, João M. B. Cavalcanti, Patricia Correia Saraiva, Ricardo da Silva Torres, Marcos André Gonçalves:
Evaluating Retrieval Effectiveness of Descriptors for Searching in Large Image Databases. J. Inf. Data Manag. 2(3): 305-320 (2011)
[j44]
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Nádia P. Kozievitch, Jurandy Almeida, Ricardo da Silva Torres, Neucimar J. Leite, Marcos André Gonçalves, Uma Murthy, Edward A. Fox:
Towards a Formal Theory for Complex Objects and Content-Based Image Retrieval. J. Inf. Data Manag. 2(3): 321-336 (2011)
[j43]
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Adriano Veloso, Marcos André Gonçalves, Wagner Meira Jr.:
Competence-Conscious Associative Rank Aggregation. J. Inf. Data Manag. 2(3): 337-352 (2011)
[j42]
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Thiago Salles, Thiago N. C. Cardoso, Vitor Campos de Oliveira, Leonardo Rocha, Marcos André Gonçalves:
Tackling Temporal Effects in Automatic Document Classification. J. Inf. Data Manag. 2(3): 417-432 (2011)
[j41]
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Cristiano D. Ferreira, Jefersson A. dos Santos, Ricardo da Silva Torres, Marcos André Gonçalves, Rodrigo Carvalho Rezende, Weiguo Fan:
Relevance feedback based on genetic programming for image retrieval. Pattern Recognit. Lett. 32(1): 27-37 (2011)
[c101]
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João Rafael De Moura Palotti, Thiago Salles, Gisele Lobo Pappa, Marcos André Gonçalves, Wagner Meira Jr.:
Assessing documents' credibility with genetic programming. IEEE Congress on Evolutionary Computation 2011: 200-207
[c100]
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Cristiano Nascimento, Alberto H. F. Laender, Altigran Soares da Silva, Marcos André Gonçalves:
A source independent framework for research paper recommendation. JCDL 2011: 297-306
[c99]
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Alberto H. F. Laender, Mirella M. Moro, Marcos André Gonçalves, Clodoveu A. Davis Jr., Altigran Soares da Silva, Allan J. C. Silva, Carolina A. S. Bigonha, Daniel Hasan Dalip, Eduardo M. Barbosa, Eli Cortez, Peterson S. Procópio Jr., Rafael Odon de Alencar, Thiago N. C. Cardoso, Thiago Salles:
Building a research social network from an individual perspective. JCDL 2011: 427-428
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Daniel Hasan Dalip, Raquel Lara dos Santos, Diogo Rennó Rocha de Oliveira, Valéria Freitas Amaral, Marcos André Gonçalves, Raquel Oliveira Prates, Raquel Cardoso de Melo Minardi, Jussara Marques de Almeida:
GreenWiki: a tool to support users' assessment of the quality of Wikipedia articles. JCDL 2011: 469-470
[c97]
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Rodrigo M. Silva, Marcos André Gonçalves, Adriano Veloso:
Rule-Based Active Sampling for Learning to Rank. ECML/PKDD (3) 2011: 240-255
[c96]
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Daniel Hasan Dalip, Thiago N. C. Cardoso, Marcos André Gonçalves, Marco Cristo, Pável Calado:
Uma Abordagem Multi-Visão para a Estimativa de Qualidade de Artigos de Wikis. SBBD (Short Papers) 2011: 163-170
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Fabiano Belém, Eder Ferreira Martins, Tatiana Pontes, Jussara M. Almeida, Marcos André Gonçalves:
Associative tag recommendation exploiting multiple textual features. SIGIR 2011: 1033-1042
[c94]
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Saulo M. R. Ricci, Dilson Almeida Guimarães, Fabiano Muniz Belém, Jussara M. Almeida, Marcos André Gonçalves, Raquel Oliveira Prates:
GreenMeter: a tool for assessing the quality and recommending tags for web 2.0 applications. SIGIR 2011: 1279-1280
2010
[j40]
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Fabrício Benevenuto, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves, Keith W. Ross:
Video Pollution on the Web. First Monday 15(4) (2010)
[j39]
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Marcos André Gonçalves, Jussara M. Almeida, Luiz G. P. dos Santos, Alberto H. F. Laender, Virgílio A. F. Almeida:
On Popularity in the Blogosphere. IEEE Internet Comput. 14(3): 42-49 (2010)
[j38]
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Jussara M. Almeida, Marcos André Gonçalves, Flavio V. D. de Figueiredo, Henrique Pinto, Fabiano Muniz Belém:
On the Quality of Information for Web 2.0 Services. IEEE Internet Comput. 14(6): 47-55 (2010)
[j37]
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Thierson Couto, Nivio Ziviani, Pável Calado, Marco Cristo, Marcos André Gonçalves, Edleno Silva de Moura, Wladmir C. Brandão:
Classifying documents with link-based bibliometric measures. Inf. Retr. 13(4): 315-345 (2010)
[j36]
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Rodrygo L. T. Santos, Alberto H. F. Laender, Marcos André Gonçalves, Allan J. C. Silva, Hugo S. Santos:
PaMS: A component-based service for finding the missing full text of articles cataloged in a digital library. Inf. Syst. 35(5): 544-556 (2010)
[j35]
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Ricardo G. Cota, Anderson A. Ferreira, Cristiano Nascimento, Marcos André Gonçalves, Alberto H. F. Laender:
An unsupervised heuristic-based hierarchical method for name disambiguation in bibliographic citations. J. Assoc. Inf. Sci. Technol. 61(9): 1853-1870 (2010)
[j34]
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Edleno Silva de Moura, David Fernandes de Oliveira, Berthier A. Ribeiro-Neto, Altigran Soares da Silva, Marcos André Gonçalves:
Using structural information to improve search in Web collections. J. Assoc. Inf. Sci. Technol. 61(12): 2503-2513 (2010)
[j33]
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Tiago Rodrigues, Fabrício Benevenuto, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves:
Equal but different: a contextual analysis of duplicated videos on YouTube. J. Braz. Comput. Soc. 16(3): 201-214 (2010)
[j32]
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Thiago Salles, Leonardo Rocha, Fernando Mourão, Gisele L. Pappa, Lucas Cunha, Marcos André Gonçalves, Wagner Meira Jr.:
Automatic Document Classification Temporally Robust. J. Inf. Data Manag. 1(2): 199-212 (2010)
[j31]
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Gabriel Silva Gonçalves, Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves:
Automatic Selection of Training Examples for a Record Deduplication Method Based on Genetic Programming. J. Inf. Data Manag. 1(2): 213-228 (2010)
[j30]
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Fabrício Benevenuto, Adriano C. M. Pereira, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves:
Characterization and Analysis of User Profiles in Online Video Sharing Systems. J. Inf. Data Manag. 1(2): 261-276 (2010)
[j29]
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Hendrickson Reiter Langbehn, Saulo M. R. Ricci, Marcos André Gonçalves, Jussara M. Almeida, Gisele L. Pappa, Fabrício Benevenuto:
A Multi-view Approach for Detecting Non-Cooperative Users in Online Video Sharing Systems. J. Inf. Data Manag. 1(3): 313-328 (2010)
[j28]
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João R. M. Palotti, Thiago Salles, Gisele L. Pappa, Filipe de Lima Arcanjo, Marcos André Gonçalves, Wagner Meira Jr.:
Estimating the Credibility of Examples in Automatic Document Classification. J. Inf. Data Manag. 1(3): 439-454 (2010)
[j27]
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Otávio D. A. Alcântara, Álvaro R. Pereira Jr., Humberto Mossri de Almeida, Marcos André Gonçalves, Christian Middleton, Ricardo Baeza-Yates:
WCL2R: A Benchmark Collection for Learning to Rank Research with Clickthrough Data. J. Inf. Data Manag. 1(3): 551-566 (2010)
[j26]
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Adriano Veloso, Marcos André Gonçalves, Wagner Meira Jr., Humberto Mossri de Almeida:
Learning to Rank using Query-Level Rules. J. Inf. Data Manag. 1(3): 567-582 (2010)
[j25]
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Waister Silva Martins, Marcos André Gonçalves, Alberto H. F. Laender, Nivio Ziviani:
Assessing the quality of scientific conferences based on bibliographic citations. Scientometrics 83(1): 133-155 (2010)
[c93]
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Junio de Freitas, Gisele L. Pappa, Altigran Soares da Silva, Marcos André Gonçalves, Edleno Silva de Moura, Adriano Veloso, Alberto H. F. Laender, Moisés G. de Carvalho:
Active Learning Genetic programming for record deduplication. IEEE Congress on Evolutionary Computation 2010: 1-8
[c92]
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Elisa Boari de Lima, Gisele L. Pappa, Jussara Marques de Almeida, Marcos André Gonçalves, Wagner Meira Jr.:
Tuning Genetic Programming parameters with factorial designs. IEEE Congress on Evolutionary Computation 2010: 1-8
[c91]
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Fabiano Muniz Belém, Eder Ferreira Martins, Jussara Marques de Almeida, Marcos André Gonçalves, Gisele L. Pappa:
Exploiting co-occurrence and information quality metrics to recommend tags in web 2.0 applications. CIKM 2010: 1793-1796
[c90]
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Rafael Odon de Alencar, Clodoveu A. Davis Jr., Marcos André Gonçalves:
Geographical classification of documents using evidence from Wikipedia. GIR 2010
[c89]
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Anderson A. Ferreira, Adriano Veloso, Marcos André Gonçalves, Alberto H. F. Laender:
Effective self-training author name disambiguation in scholarly digital libraries. JCDL 2010: 39-48
[c88]
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  - conf/mir/FariaVAVTGM10
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Fábio Augusto Faria, Adriano Veloso, Humberto Mossri de Almeida, Eduardo Valle, Ricardo da Silva Torres, Marcos André Gonçalves, Wagner Meira Jr.:
Learning to rank for content-based image retrieval. Multimedia Information Retrieval 2010: 285-294
[c87]
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Guilherme Vale Menezes, Jussara M. Almeida, Fabiano Belém, Marcos André Gonçalves, Anísio Lacerda, Edleno Silva de Moura, Gisele L. Pappa, Adriano Veloso, Nivio Ziviani:
Demand-Driven Tag Recommendation. ECML/PKDD (2) 2010: 402-417
[c86]
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Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Wagner Meira Jr., Marcos André Gonçalves:
Temporally-aware algorithms for document classification. SIGIR 2010: 307-314
[c85]
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Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Edleno Silva de Moura:
ONDUX: on-demand unsupervised learning for information extraction. SIGMOD Conference 2010: 807-818
[c84]
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  - conf/socialcom/Santos-NetoFAMGR10
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Elizeu Santos-Neto, Flavio V. D. de Figueiredo, Jussara M. Almeida, Miranda Mowbray, Marcos André Gonçalves, Matei Ripeanu:
Assessing the Value of Contributions in Tagging Systems. SocialCom/PASSAT 2010: 431-438

2000 – 2009

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2009
[j24]
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Allan J. C. Silva, Marcos André Gonçalves, Alberto H. F. Laender, Marco A. B. Modesto, Marco Cristo, Nivio Ziviani:
Finding what is missing from a digital library: A case study in the Computer Science field. Inf. Process. Manag. 45(3): 380-391 (2009)
[j23]
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Thomaz Philippe C. Silva, Edleno Silva de Moura, João M. B. Cavalcanti, Altigran Soares da Silva, Moisés G. de Carvalho, Marcos André Gonçalves:
An evolutionary approach for combining different sources of evidence in search engines. Inf. Syst. 34(2): 276-289 (2009)
[j22]
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Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Filipe de Sá Mesquita, Edleno Silva de Moura:
A flexible approach for extracting metadata from bibliographic citations. J. Assoc. Inf. Sci. Technol. 60(6): 1144-1158 (2009)
[j21]
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Bárbara Lagoeiro Moreira, Marcos André Gonçalves, Alberto H. F. Laender, Edward A. Fox:
Automatic evaluation of digital libraries with 5SQual. J. Informetrics 3(2): 102-123 (2009)
[j20]
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Ricardo da Silva Torres, Alexandre X. Falcão, Marcos André Gonçalves, João P. Papa, Baoping Zhang, Weiguo Fan, Edward A. Fox:
A genetic programming framework for content-based image retrieval. Pattern Recognit. 42(2): 283-292 (2009)
[j19]
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Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos André Gonçalves:
Competence-conscious associative classification. Stat. Anal. Data Min. 2(5-6): 361-377 (2009)
[j18]
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Guilherme T. de Assis, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva:
A Genre-Aware Approach to Focused Crawling. World Wide Web 12(3): 285-319 (2009)
[c83]
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Flavio V. D. de Figueiredo, Fabiano Belém, Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura, Marco Cristo:
Evidence of quality of textual features on the web 2.0. CIKM 2009: 909-918
[c82]
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Anderson A. Ferreira, Marcos André Gonçalves, Jussara M. Almeida, Alberto H. F. Laender, Adriano Veloso:
SyGAR - A Synthetic Data Generator for Evaluating Name Disambiguation Methods. ECDL 2009: 437-441
[c81]
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Denilson Alves Pereira, Berthier A. Ribeiro-Neto, Nivio Ziviani, Alberto H. F. Laender, Marcos André Gonçalves, Anderson A. Ferreira:
Using web information for author name disambiguation. JCDL 2009: 49-58
[c80]
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Waister Silva Martins, Marcos André Gonçalves, Alberto H. F. Laender, Gisele L. Pappa:
Learning to assess the quality of scientific conferences: a case study in computer science. JCDL 2009: 193-202
[c79]
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Daniel Hasan Dalip, Marcos André Gonçalves, Marco Cristo, Pável Calado:
Automatic quality assessment of content created collaboratively by web communities: a case study of wikipedia. JCDL 2009: 295-304
[c78]
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Bianca Zadrozny, Gisele L. Pappa, Wagner Meira Jr., Marcos André Gonçalves, Leonardo Rocha, Thiago Salles:
Exploiting contexts to deal with uncertainty in classification. KDD Workshop on Knowledge Discovery from Uncertain Data 2009: 19-22
[c77]
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Gabriel Silva Gonçalves, Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves:
Seleção Automática de Exemplos de Treino para um Método de Deduplicação de Registros baseado em Programação Genética. SBBD 2009: 76-90
[c76]
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Katia C. Lage dos Santos, Humberto Mossri de Almeida, Marcos André Gonçalves, Ricardo da Silva Torres:
Recuperação de Imagens da Web Utilizando Múltiplas Evidências Textuais e Programação Genética. SBBD 2009: 91-105
[c75]
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Thiago Salles, Leonardo Rocha, Gisele L. Pappa, Fernando Mourão, Marcos André Gonçalves, Wagner Meira Jr.:
Classificação Automática de Documentos Robusta Temporalmente. SBBD 2009: 106-119
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Adriano Veloso, Mohammed Javeed Zaki, Wagner Meira Jr., Marcos André Gonçalves:
The Metric Dilemma: Competence-Conscious Associative Classification. SDM 2009: 918-929
[c73]
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Fabrício Benevenuto, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves:
Detecting spammers and content promoters in online video social networks. SIGIR 2009: 620-627
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André Pinto Geraldo, Viviane Pereira Moreira, Marcos André Gonçalves:
On-Demand Associative Cross-Language Information Retrieval. SPIRE 2009: 165-173
[c71]
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Flavio V. D. de Figueiredo, Fabiano Belém, Henrique Pinto, Jussara M. Almeida, Marcos André Gonçalves, David Fernandes de Oliveira, Edleno Silva de Moura, Virgílio A. F. Almeida, Marco Cristo:
Characterizing use and quality of textual attributes in Web 2.0 applications. WebMedia 2009: 9
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Tiago Rodrigues, Fabrício Benevenuto, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves:
A contextual analysis of the YouTube duplicate content. WebMedia 2009: 23
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Fabrício Benevenuto, Adriano C. M. Pereira, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves:
Evaluation of users access and navigation profiles on web video sharing environments. WebMedia 2009: 31
2008
[j17]
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Evandrino G. Barros, Alberto H. F. Laender, Marcos André Gonçalves, Francisco A. R. Barbosa:
A digital library environment for integrating, disseminating and exploring ecological data. Ecol. Informatics 3(4-5): 295-308 (2008)
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Marcos André Gonçalves, Edward A. Fox, Layne T. Watson:
Towards a digital library theory: a formal digital library ontology. Int. J. Digit. Libr. 8(2): 91-114 (2008)
[j15]
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Rodrygo L. T. Santos, Pablo A. Roberto, Marcos André Gonçalves, Alberto H. F. Laender:
A Web services-based framework for building componentized digital libraries. J. Syst. Softw. 81(5): 809-822 (2008)
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Leonardo Rocha, Fernando Mourão, Adriano C. M. Pereira, Marcos André Gonçalves, Wagner Meira Jr.:
Exploiting temporal contexts in text classification. CIKM 2008: 243-252
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Alberto H. F. Laender, Marcos André Gonçalves, Ricardo G. Cota, Anderson A. Ferreira, Rodrygo L. T. Santos, Allan J. C. Silva:
Keeping a digital library clean: new solutions to old problems. ACM Symposium on Document Engineering 2008: 257-262
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Fabiano Atalla, Daniel Miranda, Jussara M. Almeida, Marcos André Gonçalves, Virgílio A. F. Almeida:
Analyzing the impact of churn and malicious behavior on the quality of peer-to-peer web search. SAC 2008: 1137-1144
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Guilherme T. de Assis, Alberto H. F. Laender, Altigran Soares da Silva, Marcos André Gonçalves:
The impact of term selection in genre-aware focused crawling. SAC 2008: 1158-1163
[c64]
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Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva:
Replica identification using genetic programming. SAC 2008: 1801-1806
[c63]
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Eduardo N. Borges, Renata de Matos Galante, Marcos André Gonçalves:
Uma Abordagem Efetiva e Eficiente para Deduplicação de Metadados Bibliográficos de Objetos Digitais. SBBD 2008: 76-90
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Moisés G. de Carvalho, Alberto H. F. Laender, Marcos André Gonçalves, Thiago C. Porto:
The Impact of Parameters Setup on a Genetic Programming Approach to Record Deduplication. SBBD 2008: 91-105
[c61]
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Cristiano D. Ferreira, Ricardo da Silva Torres, Marcos André Gonçalves, Weiguo Fan:
Image Retrieval with Relevance Feedback based on Genetic Programming. SBBD 2008: 120-134
[c60]
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Adriano Veloso, Humberto Mossri de Almeida, Marcos André Gonçalves, Wagner Meira Jr.:
Learning to rank at query-time using association rules. SIGIR 2008: 267-274
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Uma Murthy, Ricardo da Silva Torres, Edward A. Fox, Logambigai Venkatachalam, Seungwon Yang, Marcos André Gonçalves:
From concepts to implementation and visualization: tools from a team-based approach to ir. SIGIR 2008: 889
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Fabrício Benevenuto, Tiago Rodrigues, Virgílio A. F. Almeida, Jussara M. Almeida, Marcos André Gonçalves:
Detectando usuários maliciosos em interações via vídeos no YouTube. WebMedia 2008: 138-145
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Fernando Mourão, Leonardo Rocha, Renata Braga Araújo, Thierson Couto, Marcos André Gonçalves, Wagner Meira Jr.:
Understanding temporal aspects in document classification. WSDM 2008: 159-170
2007
[j14]
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Lena Veiga e Silva, Marcos André Gonçalves, Alberto H. F. Laender:
Evaluating a digital library self-archiving service: The BDBComp user case study. Inf. Process. Manag. 43(4): 1103-1120 (2007)
[j13]
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Marcos André Gonçalves, Bárbara Lagoeiro Moreira, Edward A. Fox, Layne T. Watson:
"What is a good digital library?" - A quality model for digital libraries. Inf. Process. Manag. 43(5): 1416-1437 (2007)
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Evandrino G. Barros, Alberto H. F. Laender, Marcos André Gonçalves, Ricardo G. Cota, Francisco A. R. Barbosa:
Transitioning from the ecological fieldwork to an online repository: a digital library solution and evaluation. Int. J. Digit. Libr. 7(1-2): 109-112 (2007)
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Yi Ma, Edward A. Fox, Marcos André Gonçalves:
Personal digital library: pim through a 5s perspective. PIKM 2007: 117-124
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David Fernandes de Oliveira, Edleno Silva de Moura, Berthier A. Ribeiro-Neto, Altigran Soares da Silva, Marcos André Gonçalves:
Computing block importance for searching on web sites. CIKM 2007: 165-174
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Bárbara Lagoeiro Moreira, Marcos André Gonçalves, Alberto H. F. Laender, Edward A. Fox:
Evaluating Digital Libraries with 5SQual. ECDL 2007: 466-470
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Eli Cortez, Altigran Soares da Silva, Marcos André Gonçalves, Filipe de Sá Mesquita, Edleno Silva de Moura:
FLUX-CIM: flexible unsupervised extraction of citation metadata. JCDL 2007: 215-224
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Yi Ma, Edward A. Fox, Marcos André Gonçalves:
PIM through a 5S perspective. JCDL 2007: 491
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Bárbara Lagoeiro Moreira, Marcos André Gonçalves, Alberto H. F. Laender, Edward A. Fox:
5SQual: a quality assessment tool for digital libraries. JCDL 2007: 513
[c50]
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Adriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Mohammed Javeed Zaki:
Multi-label Lazy Associative Classification. PKDD 2007: 605-612
[c49]
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Rodrygo L. T. Santos, Allan J. C. Silva, Hugo S. Santos, Alberto H. F. Laender, Marcos André Gonçalves:
A Component-Based Digital Library Service for Finding Missing Documents. SBBD 2007: 5-19
[c48]
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Ricardo G. Cota, Marcos André Gonçalves, Alberto H. F. Laender:
A Heuristic-based Hierarchical Clustering Method for Author Name Disambiguation in Digital Libraries. SBBD 2007: 20-34
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Humberto Mossri de Almeida, Marcos André Gonçalves, Marco Cristo, Pável Calado:
A combined component approach for finding collection-adapted ranking functions based on genetic programming. SIGIR 2007: 399-406
[c46]
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Guilherme T. de Assis, Alberto H. F. Laender, Marcos André Gonçalves, Altigran Soares da Silva:
Exploiting Genre in Focused Crawling. SPIRE 2007: 62-73
2006
[j11]
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Pável Calado, Marco Cristo, Marcos André Gonçalves, Edleno Silva de Moura, Berthier A. Ribeiro-Neto, Nivio Ziviani:
Link-based similarity measures for the classification of Web documents. J. Assoc. Inf. Sci. Technol. 57(2): 208-221 (2006)
[j10]
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Ricardo da Silva Torres, Claudia Bauzer Medeiros, Marcos André Gonçalves, Edward A. Fox:
A digital library framework for biodiversity information systems. Int. J. Digit. Libr. 6(1): 3-17 (2006)
[c45]
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Adriano Veloso, Wagner Meira Jr., Marco Cristo, Marcos André Gonçalves, Mohammed Javeed Zaki:
Multi-evidence, multi-criteria, lazy associative document classification. CIKM 2006: 218-227
[c44]
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Rodrygo L. T. Santos, Pablo A. Roberto, Marcos André Gonçalves, Alberto H. F. Laender:
Design, Implementation, and Evaluation of a Wizard Tool for Setting Up Component-Based Digital Libraries. ECDL 2006: 135-146
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Naga Srinivas Vemuri, Ricardo da Silva Torres, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox:
A Content-Based Image Retrieval Service for Archaeology Collections. ECDL 2006: 438-440
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Moisés G. de Carvalho, Marcos André Gonçalves, Alberto H. F. Laender, Altigran Soares da Silva:
Learning to deduplicate. JCDL 2006: 41-50
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Thierson Couto, Marco Cristo, Marcos André Gonçalves, Pável Calado, Nivio Ziviani, Edleno Silva de Moura, Berthier A. Ribeiro-Neto:
A comparative study of citations and links in document classification. JCDL 2006: 75-84
[c40]
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Pablo A. Roberto, Rodrygo L. T. Santos, Marcos André Gonçalves, Alberto H. F. Laender:
On RDBMS and Workflow Support for Componentized Digital Libraries. SBBD 2006: 87-101
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Anísio Lacerda, Marco Cristo, Marcos André Gonçalves, Weiguo Fan, Nivio Ziviani, Berthier A. Ribeiro-Neto:
Learning to advertise. SIGIR 2006: 549-556
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Baoping Zhang, Weiguo Fan, Yuxin Chen, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, Pável Calado:
A Genetic Programming Approach for Combining Structural and Citation-Based Evidence for Text Classification in Web Digital Libraries. Soft Computing in Web Information Retrieva 2006: 65-83
2005
[j9]
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Ananth Raghavan, Divya Rangarajan, Rao Shen, Marcos André Gonçalves, Naga Srinivas Vemuri, Weiguo Fan, Edward A. Fox:
Schema Mapper: A Visualization Tool for Digital Library Integration. Bull. IEEE Tech. Comm. Digit. Libr. 2(1) (2005)
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Edward A. Fox, Marcos André Gonçalves, Rao Shen:
The Role of Digital Libraries in Moving Toward Knowledge Environments. From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments 2005: 96-106
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Ricardo da Silva Torres, Alexandre X. Falcão, Baoping Zhang, Weiguo Fan, Edward A. Fox, Marcos André Gonçalves, Pável Calado:
A new framework to combine descriptors for content-based image retrieval. CIKM 2005: 335-336
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Baoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, Pável Calado:
Intelligent GP fusion from multiple sources for text classification. CIKM 2005: 477-484
[c35]
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Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox:
Requirements Gathering and Modeling of Domain-Specific Digital Libraries with the 5S Framework: An Archaeological Case Study with ETANA. ECDL 2005: 1-12
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Ananth Raghavan, Naga Srinivas Vemuri, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox:
Incremental, Semi-automatic, Mapping-Based Integration of Heterogeneous Collections into Archaeological Digital Libraries: Megiddo Case Study. ECDL 2005: 139-150
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Lena Veiga e Silva, Alberto H. F. Laender, Marcos André Gonçalves:
A usability evaluation study of a digital library self-archiving service. JCDL 2005: 176-177
[c32]
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Ananth Raghavan, Divya Rangarajan, Rao Shen, Marcos André Gonçalves, Naga Srinivas Vemuri, Weiguo Fan, Edward A. Fox:
Schema mapper: a visualization tool for DL integration. JCDL 2005: 414
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Edward A. Fox, Marcos André Gonçalves:
Introduction to (teaching/learning about) digital libraries. JCDL 2005: 419
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Marcos André Gonçalves:
Bibliotecas Digitais/Digital Libraries. SBBD 2005: 6-7
[c29]
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Evandrino G. Barros, Ligiane A. de Souza, Ricardo G. Cota, Karla A. V. Borges, Alberto H. F. Laender, Marcos André Gonçalves, Francisco A. R. Barbosa:
Uma Biblioteca Digital Georreferenciada para Dados Ecológicos. SBBD 2005: 175-189
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Jean W. A. Oliveira, Alberto H. F. Laender, Marcos André Gonçalves:
Remoção de Ambiguidades na Identificação de Autoria de Objetos Bibliográficos. SBBD 2005: 205-219
[c27]
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Baoping Zhang, Yuxin Chen, Weiguo Fan, Edward A. Fox, Marcos André Gonçalves, Marco Cristo, Pável Calado:
Intelligent fusion of structural and citation-based evidence for text classification. SIGIR 2005: 667-668
2004
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Marcos André Gonçalves:
Streams, Structures, Spaces,Scenarios, and Societies (5S): A Formal Digital Library Framework and Its Applications. Virginia Tech, Blacksburg, VA, USA, 2004
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Saverio Perugini, Marcos André Gonçalves, Edward A. Fox:
Recommender Systems Research: A Connection-Centric Survey. J. Intell. Inf. Syst. 23(2): 107-143 (2004)
[j7]
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Marcos André Gonçalves, Edward A. Fox, Layne T. Watson, Neill A. Kipp:
Streams, structures, spaces, scenarios, societies (5s): A formal model for digital libraries. ACM Trans. Inf. Syst. 22(2): 270-312 (2004)
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Baoping Zhang, Marcos André Gonçalves, Weiguo Fan, Yuxin Chen, Edward A. Fox, Pável Calado, Marco Cristo:
Combining structural and citation-based evidence for text classification. CIKM 2004: 162-163
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Unni Ravindranathan, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox, James W. Flanagan:
Prototyping Digital Libraries Handling Heterogeneous Data Sources - The ETANA-DL Case Study. ECDL 2004: 186-197
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Alberto H. F. Laender, Marcos André Gonçalves, Pablo A. Roberto:
BDBComp: building a digital library for the Brazilian computer science community. JCDL 2004: 23-24
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Unni Ravindranathan, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox, James W. Flanagan:
ETANA-DL: a digital library for integrated handling of heterogeneous archaeological data. JCDL 2004: 76-77
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Marcos André Gonçalves, Edward A. Fox, Aaron Krowne, Pável Calado, Alberto H. F. Laender, Altigran Soares da Silva, Berthier A. Ribeiro-Neto:
The effectiveness of automatically structured queries in digital libraries. JCDL 2004: 98-107
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Ricardo da Silva Torres, Claudia Bauzer Medeiros, Renata Queiroz Dividino, Mauricio Augusto Figueiredo, Marcos André Gonçalves, Edward A. Fox, Ryan Richardson:
Using digital library components for biodiversity systems. JCDL 2004: 408
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Unni Ravindranathan, Rao Shen, Marcos André Gonçalves, Weiguo Fan, Edward A. Fox, James W. Flanagan:
ETANA-DL: managing complex information applications - an archaeology digital library. JCDL 2004: 414
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Ricardo da Silva Torres, Claudia Bauzer Medeiros, Marcos André Gonçalves, Edward A. Fox:
An OAI compliant content-based image search component. JCDL 2004: 418
[c18]
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David Patricio Viscarra del Pozo, Lena Veiga e Silva, Alberto H. F. Laender, Marcos André Gonçalves:
Modelagem de Bibliotecas Digitais usando a Abordagem 5S: Um Estudo de Caso. SBBD 2004: 350-362
2003
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Pável Calado, Marco Cristo, Edleno Silva de Moura, Nivio Ziviani, Berthier A. Ribeiro-Neto, Marcos André Gonçalves:
Combining link-based and content-based methods for web document classification. CIKM 2003: 394-401
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Rohit Kelapure, Marcos André Gonçalves, Edward A. Fox:
Scenario-Based Generation of Digital Library Services. ECDL 2003: 263-275
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Qinwei Zhu, Marcos André Gonçalves, Rao Shen, Lillian N. Cassel, Edward A. Fox:
Visual Semantic Modeling of Digital Libraries. ECDL 2003: 325-337
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Baoping Zhang, Marcos André Gonçalves, Edward A. Fox:
An OAI-Based Filtering Service for CITIDEL from NDLTD. ICADL 2003: 590-601
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Marcos André Gonçalves, Ganesh Panchanathan, Unnikrishnan Ravindranathan, Aaron Krowne, Edward A. Fox, Filip Jagodzinski, Lillian N. Cassel:
The XML Log Standard for Digital Libraries: Analysis, Evolution, and Deployment. JCDL 2003: 312-314
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Pável Calado, Marcos André Gonçalves, Edward A. Fox, Berthier A. Ribeiro-Neto, Alberto H. F. Laender, Altigran Soares da Silva, Davi de Castro Reis, Pablo A. Roberto, Monique V. Vieira, Juliano Palmieri Lage:
The Web-DL Environment for Building Digital Libraries from the Web. JCDL 2003: 346-357
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Qinwei Zhu, Marcos André Gonçalves, Edward A. Fox:
5SGraph Demo: A Graphical Modeling Tool for Digital Libraries. JCDL 2003: 385
[c10]
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Edward A. Fox, Marcos André Gonçalves, Ming Luo, Yuxin Chen, Aaron Krowne, Baoping Zhang, Kate McDevitt, Manuel A. Pérez-Quiñones, Ryan Richardson, Lillian N. Cassel:
Harvesting: Broadening the Field of Distributed Information Retrieval. Distributed Multimedia Information Retrieval 2003: 1-20
2002
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Edward A. Fox, Marcos André Gonçalves, Gail McMillan, John L. Eaton, Anthony Atkins, Neill A. Kipp:
The networked digital library of theses and dissertations: Changes in the university community. J. Comput. High. Educ. 13(2): 102-124 (2002)
[c9]
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Pável Calado, Altigran Soares da Silva, Berthier A. Ribeiro-Neto, Alberto H. F. Laender, Juliano Palmieri Lage, Davi de Castro Reis, Pablo A. Roberto, Monique V. Vieira, Marcos André Gonçalves, Edward A. Fox:
Web-DL: an experience in building digital libraries from the web. CIKM 2002: 675-677
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Marcos André Gonçalves, Ming Luo, Rao Shen, Mir Farooq Ali, Edward A. Fox:
An XML Log Standard and Tool for Digital Library Logging Analysis. ECDL 2002: 129-143
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Marcos André Gonçalves, Edward A. Fox:
5SL: a language for declarative specification and generation of digital libraries. JCDL 2002: 263-272
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Marcos André Gonçalves, Paul Mather, Jun Wang, Ye Zhou, Ming Luo, Ryan Richardson, Rao Shen, Liang Xu, Edward A. Fox:
Java MARIAN: From an OPAC to a Modern Digital Library System. SPIRE 2002: 194-209
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Saverio Perugini, Marcos André Gonçalves, Edward A. Fox:
A Connection-Centric Survey of Recommender Systems Research. CoRR cs.IR/0205059 (2002)
2001
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Hussein Suleman, Anthony Atkins, Marcos André Gonçalves, Robert K. France, Edward A. Fox, Vinod Chachra, Murray Crowder, Jeffrey Young:
Networked Digital Library of Theses and Dissertations: Bridging the Gaps for Global Access - Part 1: Mission and Progress. D Lib Mag. 7(9) (2001)
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Hussein Suleman, Anthony Atkins, Marcos André Gonçalves, Robert K. France, Edward A. Fox, Vinod Chachra, Murray Crowder, Jeffrey Young:
Networked Digital Library of Theses and Dissertations: Bridging the Gaps for Global Access - Part 2: Services and Research. D Lib Mag. 7(9) (2001)
[c5]
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Marcos André Gonçalves, Ali A. Zafer, Naren Ramakrishnan, Edward A. Fox:
Modeling and Building Personalized Digital Libraries with PIPE and 5SL. DELOS 2001
[c4]
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Marcos André Gonçalves, Robert K. France, Edward A. Fox:
MARIAN: Flexible Interoperability for Federated Digital Libraries. ECDL 2001: 173-186
[c3]
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Edward A. Fox, Robert K. France, Marcos André Gonçalves, Hussein Suleman:
Building Interoperable Digital Library Services: MARIAN, Open Archives and NDLTD. SIGIR 2001: 451
2000
[c2]
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Marcos André Gonçalves, Robert K. France, Edward A. Fox, Tamas E. Doszkocs:
MARIAN Searching and Querying across Heterogeneous Federated Digital Libraries. DELOS 2000
[c1]
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José H. Canós, Edward A. Fox, Marcos André Gonçalves, Robert K. France:
NDLTD: una biblioteca digital global de tesis doctorales y de licenciatura. JBIDI 2000

1990 – 1999

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1999
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Juliano Lopes de Oliveira, Marcos André Gonçalves, Claudia Bauzer Medeiros:
A Framework for Designing and Implementing the User Interface of a Geographic Digital Library. Int. J. Digit. Libr. 2(2-3): 190-206 (1999)
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Marcos André Gonçalves, Claudia Bauzer Medeiros:
Constructing Geographic Digital Libraries using a Hypermedia Framework. Multim. Tools Appl. 8(3): 341-356 (1999)
1998
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Marcos André Gonçalves, Claudia Bauzer Medeiros:
Initiatives That Center on Scientific Dissemination. Commun. ACM 41(4): 80-81 (1998)

Coauthor Index

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