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2020 – today
- 2024
[j42]Marco Palena
, Tania Cerquitelli, Carla-Fabiana Chiasserini:
Edge-device collaborative computing for multi-view classification. Comput. Networks 254: 110823 (2024)- [j41]Genoveva Vargas-Solar, Barbara Catania, Ester Zumpano, Kjetil Nørvåg, Silvia Chiusano, Tania Cerquitelli, Robert Wrembel:
Guest editorial: Papers selected from European conference on advances in databases and information systems. Comput. Sci. Inf. Syst. 21(3): v (2024) - [j40]Francesco Ventura, Salvatore Greco, Daniele Apiletti, Tania Cerquitelli:
Explaining deep convolutional models by measuring the influence of interpretable features in image classification. Data Min. Knowl. Discov. 38(5): 3169-3226 (2024) - [j39]Doaa Almhaithawi, Alessandro Bellini, Tania Cerquitelli:
Toward Unbiased High-Quality Portraits through Latent-Space Evaluation. J. Imaging 10(7): 157 (2024) - [c85]Gabriele Ciravegna, Alkis Koudounas, Marco Fantini, Tania Cerquitelli, Elena Baralis, Erika Crosetti, Giovanni Succo:
Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection. EDBT/ICDT Workshops 2024 - [c84]Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli:
DriftLens: A Concept Drift Detection Tool. EDBT 2024: 806-809 - [c83]Tommaso Massaglia, Bartolomeo Vacchetti, Tania Cerquitelli:
DreamShot: Teaching Cinema Shots to Latent Diffusion Models. EDBT/ICDT Workshops 2024 - [c82]Moreno La Quatra, Salvatore Greco, Luca Cagliero, Michela Tonti, Francesca Dragotto, Rachele Raus, Stefania Cavagnoli, Tania Cerquitelli:
Building Foundations for Inclusiveness through Expert-Annotated Data. EDBT/ICDT Workshops 2024 - [c81]Bartolomeo Vacchetti, Tania Cerquitelli, Vladi Massimo Nosenzo, Enrica Capitelli, Luca Chiosso, Manilo Trocano:
JEM: An AI-based engine workflow to predict simulation's execution time on HPC cluster. ICCAD 2024: 1-5 - [c80]Tania Cerquitelli, Amin Mantrach:
Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024. KDD 2024: 6689-6690 - [c79]Gabriele Ciravegna, Mateo Espinosa Zarlenga, Pietro Barbiero, Francesco Giannini, Zohreh Shams, Damien Garreau, Mateja Jamnik, Tania Cerquitelli:
Workshop on Human-Interpretable AI. KDD 2024: 6708-6709 - [i12]Francesco De Santis, Philippe Bich, Gabriele Ciravegna, Pietro Barbiero, Danilo Giordano, Tania Cerquitelli:
Self-supervised Interpretable Concept-based Models for Text Classification. CoRR abs/2406.14335 (2024) - [i11]Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis:
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data. CoRR abs/2406.14529 (2024) - [i10]Alkis Koudounas, Gabriele Ciravegna, Marco Fantini, Giovanni Succo, Erika Crosetti, Tania Cerquitelli, Elena Baralis:
Voice Disorder Analysis: a Transformer-based Approach. CoRR abs/2406.14693 (2024) - [i9]Salvatore Greco, Bartolomeo Vacchetti, Daniele Apiletti, Tania Cerquitelli:
Unsupervised Concept Drift Detection from Deep Learning Representations in Real-time. CoRR abs/2406.17813 (2024) - [i8]Salvatore Greco, Ke Zhou, Licia Capra, Tania Cerquitelli, Daniele Quercia:
NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers. CoRR abs/2407.01697 (2024) - [i7]Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza:
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation. CoRR abs/2408.07040 (2024) - [i6]Marco Palena, Tania Cerquitelli, Carla-Fabiana Chiasserini:
Edge-device Collaborative Computing for Multi-view Classification. CoRR abs/2409.15973 (2024) - 2023
- [j38]Tania Cerquitelli, Michela Meo, Marília Curado, Lea Skorin-Kapov, Eirini-Eleni Tsiropoulou:
Machine learning empowered computer networks. Comput. Networks 230: 109807 (2023) - [c78]Matteo Berta, Bartolomeo Vacchetti, Tania Cerquitelli:
GINN: Towards Gender InclusioNeural Network. IEEE Big Data 2023: 4119-4126 - [c77]Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi:
Multi-View Latent Diffusion. IEEE Big Data 2023: 6152-6154 - [c76]Irene Capodicasa, Tania Cerquitelli:
Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory network. EDBT/ICDT Workshops 2023 - [c75]Silvia Meddi, Sara Cavaglion, Tania Cerquitelli, Emanuele Manfredi, Andrea Regalia, Raffaele Menolascino, Guido Zardo:
Data-driven energy demand forecasting for electric vehicle charging infrastructure. EDBT/ICDT Workshops 2023 - [c74]Moreno La Quatra, Salvatore Greco, Luca Cagliero, Tania Cerquitelli:
Inclusively: An AI-Based Assistant for Inclusive Writing. ECML/PKDD (7) 2023: 361-365 - [i5]Genoveva Vargas-Solar, Tania Cerquitelli, Javier A. Espinosa-Oviedo, François Cheval, Anthelme Buchaille, Luca Polgar:
Conversational Data Exploration: A Game-Changer for Designing Data Science Pipelines. CoRR abs/2311.06695 (2023) - [i4]Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor, Tania Cerquitelli, Elena Baralis:
Concept-based Explainable Artificial Intelligence: A Survey. CoRR abs/2312.12936 (2023) - 2022
- [j37]Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico:
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. Comput. Ind. 134: 103554 (2022) - [j36]Francesco Ventura, Salvatore Greco, Daniele Apiletti, Tania Cerquitelli:
Trusting deep learning natural-language models via local and global explanations. Knowl. Inf. Syst. 64(7): 1863-1907 (2022) - [j35]Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang:
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 51(2): 69-73 (2022) - [c73]Alessandra Colombelli, Greta Temporin, Francesco Serraino, Tania Cerquitelli:
Physical and mental health of university staff during the Covid-19 pandemic. IEEE Big Data 2022: 4674-4680 - [c72]Genoveva Vargas-Solar, Tania Cerquitelli, Arianna Montorsi, Stefania Salvai, Maria Teresa Sangineti, Jérôme Darmont, Cécile Favre:
Promoting equity, diversity and inclusion: policies, strategies and future directions in higher education, research communities and business. IEEE Big Data 2022: 4710-4718 - [c71]Luca Colomba, Alessandro Farasin, Simone Monaco, Salvatore Greco, Paolo Garza, Daniele Apiletti, Elena Baralis, Tania Cerquitelli:
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery. CIKM 2022: 3893-3897 - [c70]Bartolomeo Vacchetti, Tania Cerquitelli:
Movie Lens: Discovering and Characterizing Editing Patterns in the Analysis of Short Movie Sequences. ECCV Workshops (4) 2022: 660-675 - [c69]Paolo Bethaz, Bartolomeo Vacchetti, Enrica Capitelli, Vladi Massimo Nosenzo, Luca Chiosso, Tania Cerquitelli:
Predicting job execution time on a high-performance computing cluster using a hierarchical data-driven methodology. EDBT/ICDT Workshops 2022 - [c68]Simone Monaco, Paolo Bethaz, Daniele Apiletti, Fabrizio Pio Baldini, Carlo Caso, Tania Cerquitelli:
Exploring waste-collection fleet data: challenges in a real-world use case. EDBT/ICDT Workshops 2022 - [e6]Silvia Chiusano, Tania Cerquitelli, Robert Wrembel, Kjetil Nørvåg, Barbara Catania, Genoveva Vargas-Solar, Ester Zumpano:
New Trends in Database and Information Systems - ADBIS 2022 Short Papers, Doctoral Consortium and Workshops: DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022, Proceedings. Communications in Computer and Information Science 1652, Springer 2022, ISBN 978-3-031-15742-4 [contents] - [e5]Silvia Chiusano, Tania Cerquitelli, Robert Wrembel:
Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings. Lecture Notes in Computer Science 13389, Springer 2022, ISBN 978-3-031-15739-4 [contents] - [d1]Luca Colomba, Alessandro Farasin, Simone Monaco, Salvatore Greco, Paolo Garza, Daniele Apiletti, Elena Baralis, Tania Cerquitelli:
Satellite Burned Area Dataset. Zenodo, 2022
- 2021
- [j34]Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico:
Dissecting a data-driven prognostic pipeline: A powertrain use case. Expert Syst. Appl. 180: 115109 (2021) - [j33]Tania Cerquitelli, Francesco Ventura, Daniele Apiletti, Elena Baralis, Enrico Macii, Massimo Poncino:
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes. Expert Syst. Appl. 182: 115269 (2021) - [j32]Silvia Chiusano, Tania Cerquitelli, Robert Wrembel, Daniele Quercia:
Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science. Inf. Syst. Frontiers 23(1): 1-7 (2021) - [j31]Tania Cerquitelli, Daniele Jahier Pagliari, Andrea Calimera, Lorenzo Bottaccioli, Edoardo Patti, Andrea Acquaviva, Massimo Poncino:
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools. Proc. IEEE 109(4): 399-422 (2021) - [c67]Giuseppe Attanasio, Salvatore Greco, Moreno La Quatra, Luca Cagliero, Michela Tonti, Tania Cerquitelli, Rachele Raus:
E-MIMIC: Empowering Multilingual Inclusive Communication. IEEE BigData 2021: 4227-4234 - [c66]Paolo Bethaz, Khalid Belhajjame, Genoveva Vargas-Solar, Tania Cerquitelli:
DS4ALL: All you need for democratizing data exploration and analysis. IEEE BigData 2021: 4235-4242 - [c65]Fabio Carfi, Enrica Capitelli, Vladi Massimo Nosenzo, Tania Cerquitelli:
Estimating the job's pending time on a High-Performance Computing cluster through a hierarchical data-driven methodology. DOLAP 2021: 21-30 - [c64]Paolo Bethaz, Tania Cerquitelli:
Enhancing the friendliness of data analytics tasks: an automated methodology. EDBT/ICDT Workshops 2021 - [c63]Salvatore Greco, Tania Cerquitelli:
Drift Lens: Real-time unsupervised Concept Drift detection by evaluating per-label embedding distributions. ICDM (Workshops) 2021: 341-349 - [i3]Francesco Ventura, Salvatore Greco, Daniele Apiletti, Tania Cerquitelli:
Explaining the Deep Natural Language Processing by Mining Textual Interpretable Features. CoRR abs/2106.06697 (2021) - 2020
- [j30]Stefano Proto, Evelina Di Corso, Daniele Apiletti, Luca Cagliero, Tania Cerquitelli, Giovanni Malnati, Davide Mazzucchi:
REDTag: A Predictive Maintenance Framework for Parcel Delivery Services. IEEE Access 8: 14953-14964 (2020) - [j29]Tania Cerquitelli, Andrea Regalia, Emanuele Manfredi, Fabrizio Conicella, Paolo Bethaz, Elena Liore:
Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back. IEEE Access 8: 102409-102418 (2020) - [j28]Tania Cerquitelli, Silvia Chiusano, Genoveva Vargas-Solar:
Editorial special issue on data analytics for engineering, science and society. Computing 102(5): 1093-1096 (2020) - [c62]Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano:
DSLE: A Smart Platform for Designing Data Science Competitions. COMPSAC 2020: 133-142 - [c61]Bartolomeo Vacchetti, Tania Cerquitelli, Riccardo Antonino:
Cinematographic Shot Classification through Deep Learning. COMPSAC 2020: 345-350 - [c60]Paolo Bethaz, Riccardo Callà, Tania Cerquitelli, Arianna Montorsi, Claudia De Giorgi:
Proactive user engagement via friendly survey and data-driven methodologies. ICDE Workshops 2020: 56-63 - [e4]Alexandra Poulovassilis, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed A. Sharaf, Nikos Pelekis, Chiara Renso, Yannis Theodoridis, Karine Zeitouni, Tania Cerquitelli, Silvia Chiusano, Genoveva Vargas-Solar, Behrooz Omidvar-Tehrani, Katharina Morik, Jean-Michel Renders, Donatella Firmani, Letizia Tanca, Davide Mottin, Matteo Lissandrini, Yannis Velegrakis:
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, Copenhagen, Denmark, March 30, 2020. CEUR Workshop Proceedings 2578, CEUR-WS.org 2020 [contents]
2010 – 2019
- 2019
- [c59]Evelina Di Corso, Stefano Proto, Tania Cerquitelli, Silvia Chiusano:
Towards Automated Visualisation of Scientific Literature. ADBIS (Short Papers and Workshops) 2019: 28-36 - [c58]Riccardo Pinto, Tania Cerquitelli:
Robot fault detection and remaining life estimation for predictive maintenance. ANT/EDI40 2019: 709-716 - [c57]Stefano Proto, Francesco Ventura, Daniele Apiletti, Tania Cerquitelli, Elena Baralis, Enrico Macii, Alberto Macii:
PREMISES, a Scalable Data-Driven Service to Predict Alarms in Slowly-Degrading Multi-Cycle Industrial Processes. BigData Congress 2019: 139-143 - [c56]Francesco Ventura, Stefano Proto, Daniele Apiletti, Tania Cerquitelli, Simone Panicucci, Elena Baralis, Enrico Macii, Alberto Macii:
A New Unsupervised Predictive-Model Self-Assessment Approach That SCALEs. BigData Congress 2019: 144-148 - [c55]Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Baralis:
Towards a real-time unsupervised estimation of predictive model degradation. BIRTE 2019: 5:1-5:6 - [c54]Tania Cerquitelli, David Bowden, Angelo Marguglio, Lucrezia Morabito, Chiara Napione, Simone Panicucci, Nikolaos Nikolakis, Sotiris Makris, Guido Coppo, Salvatore Andolina, Alberto Macii, Enrico Macii, Niamh O'Mahony, Paul Becker, Sven Jung:
A Fog Computing Approach for Predictive Maintenance. CAiSE Workshops 2019: 139-147 - [c53]Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini:
Exploring energy performance certificates through visualization. EDBT/ICDT Workshops 2019 - [c52]Viviana Pinto, Alan Perotti, Tania Cerquitelli:
Modeling Urban Traffic Data Through Graph-Based Neural Networks. INNSBDDL 2019: 216-225 - [i2]Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Baralis:
Automating concept-drift detection by self-evaluating predictive model degradation. CoRR abs/1907.08120 (2019) - [i1]Francesco Ventura, Tania Cerquitelli:
What's in the box? Explaining the black-box model through an evaluation of its interpretable features. CoRR abs/1908.04348 (2019) - 2018
- [j27]Lia Morra, Nunzia Coccia, Tania Cerquitelli:
Optimization of computer aided detection systems: An evolutionary approach. Expert Syst. Appl. 100: 145-156 (2018) - [j26]Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Antonio Attanasio:
Characterizing unpredictable patterns in Wireless Sensor Network data. Inf. Sci. 467: 149-162 (2018) - [c51]Francesco Ventura, Tania Cerquitelli, Francesco Giacalone:
Black-Box Model Explained Through an Assessment of Its Interpretable Features. ADBIS (Short Papers and Workshops) 2018: 138-149 - [c50]Elena Daraio, Evelina Di Corso, Tania Cerquitelli, Silvia Chiusano:
Characterizing Air-Quality Data Through Unsupervised Analytics Methods. ADBIS (Short Papers and Workshops) 2018: 205-217 - [c49]Stefano Proto, Evelina Di Corso, Francesco Ventura, Tania Cerquitelli:
Useful ToPIC: Self-Tuning Strategies to Enhance Latent Dirichlet Allocation. BigData Congress 2018: 33-40 - [c48]Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti:
Mining Sensor Data for Predictive Maintenance in the Automotive Industry. DSAA 2018: 351-360 - [c47]Daniele Apiletti, Claudia Barberis, Tania Cerquitelli, Alberto Macii, Enrico Macii, Massimo Poncino, Francesco Ventura:
iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 924-931 - [p4]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Rosa Meo:
Data Mining in Databases: Languages and Indices. A Comprehensive Guide Through the Italian Database Research 2018: 341-351 - [e3]András Benczúr, Bernhard Thalheim, Tomás Horváth, Silvia Chiusano, Tania Cerquitelli, Csaba István Sidló, Peter Z. Revesz:
New Trends in Databases and Information Systems - ADBIS 2018 Short Papers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND, DC, Budapest, Hungary, September, 2-5, 2018, Proceedings. Communications in Computer and Information Science 909, Springer 2018, ISBN 978-3-030-00062-2 [contents] - 2017
- [j25]Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Luca Venturini:
Frequent Itemsets Mining for Big Data: A Comparative Analysis. Big Data Res. 9: 67-83 (2017) - [j24]Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Pietro Michiardi:
A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data. Big Data Res. 10: 53-69 (2017) - [j23]Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Xin Xiao:
Predicting critical conditions in bicycle sharing systems. Computing 99(1): 39-57 (2017) - [j22]Xin Xiao, Antonio Attanasio, Silvia Chiusano, Tania Cerquitelli:
Twitter data laid almost bare: An insightful exploratory analyser. Expert Syst. Appl. 90: 501-517 (2017) - [j21]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti:
Discovering profitable stocks for intraday trading. Inf. Sci. 405: 91-106 (2017) - [c46]Andreas Behrend, Diego Calvanese, Tania Cerquitelli, Silvia Chiusano, Christiane Engels, Stéphane Jean, Natalija Kozmina, Béatrice Markhoff, Oscar Romero, Sahar Vahdati:
New Trends in Databases and Information Systems: Contributions from ADBIS 2017 Workshops. ADBIS (Short Papers and Workshops) 2017: 111-122 - [c45]Evelina Di Corso, Francesco Ventura, Tania Cerquitelli:
All in a twitter: Self-tuning strategies for a deeper understanding of a crisis tweet collection. IEEE BigData 2017: 3722-3726 - [c44]Evelina Di Corso, Tania Cerquitelli, Marco Savino Piscitelli, Alfonso Capozzoli:
Exploring Energy Certificates of Buildings through Unsupervised Data Mining Techniques. iThings/GreenCom/CPSCom/SmartData 2017: 991-998 - [c43]Evelina Di Corso, Tania Cerquitelli, Francesco Ventura:
Self-tuning techniques for large scale cluster analysis on textual data collections. SAC 2017: 771-776 - [c42]Tania Cerquitelli, Evelina Di Corso, Francesco Ventura, Silvia Chiusano:
Prompting the data transformation activities for cluster analysis on collections of documents. SEBD 2017: 226 - [c41]Tania Cerquitelli, Evelina Di Corso, Francesco Ventura, Silvia Chiusano:
Data miners' little helper: data transformation activity cues for cluster analysis on document collections. WIMS 2017: 27:1-27:6 - 2016
- [j20]Tania Cerquitelli, Silvia Chiusano, Xin Xiao:
Exploiting clustering algorithms in a multiple-level fashion: A comparative study in the medical care scenario. Expert Syst. Appl. 55: 297-312 (2016) - [j19]Tania Cerquitelli, Antonio Servetti, Enrico Masala:
Discovering users with similar internet access performance through cluster analysis. Expert Syst. Appl. 64: 536-548 (2016) - [j18]Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Danilo Giordano, Marco Mellia, Luca Venturini:
SeLINA: A Self-Learning Insightful Network Analyzer. IEEE Trans. Netw. Serv. Manag. 13(3): 696-710 (2016) - [c40]Elena Baralis, Luca Cagliero, Tania Cerquitelli:
Supporting stock trading in multiple foreign markets: a multilingual news summarization approach. DSMM@SIGMOD 2016: 3:1-3:6 - [c39]Tania Cerquitelli, Evelina Di Corso:
Characterizing Thermal Energy Consumption through Exploratory Data Mining Algorithms. EDBT/ICDT Workshops 2016 - [c38]Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero:
Discovering air quality patterns in urban environments. UbiComp Adjunct 2016: 25-28 - [c37]Tania Cerquitelli, Elena Baralis, Lia Morra, Silvia Chiusano:
Data mining for better healthcare: A path towards automated data analysis? ICDE Workshops 2016: 60-63 - [c36]Antonio Attanasio, Tania Cerquitelli, Silvia Chiusano:
Supporting the analysis of urban data through NoSQL technologies. IISA 2016: 1-6 - [c35]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Mohammad Reza Kavoosifar:
Analyzing air pollution on the urban environment. MIPRO 2016: 1464-1469 - [c34]Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Luca Venturini:
SaFe-NeC: A scalable and flexible system for network data characterization. NOMS 2016: 812-816 - [c33]Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero, Xin Xiao:
Modeling Correlations among Air Pollution-Related Data through Generalized Association Rules. SMARTCOMP 2016: 1-6 - [e2]Mirjana Ivanovic, Bernhard Thalheim, Barbara Catania, Klaus-Dieter Schewe, Marite Kirikova, Petr Saloun, Ajantha Dahanayake, Tania Cerquitelli, Elena Baralis, Pietro Michiardi:
New Trends in Databases and Information Systems - ADBIS 2016 Short Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August 28-31, 2016, Proceedings. Communications in Computer and Information Science 637, Springer 2016, ISBN 978-3-319-44065-1 [contents] - 2015
- [j17]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand:
Scalable out-of-core itemset mining. Inf. Sci. 293: 146-162 (2015) - [j16]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza:
Digging deep into weighted patient data through multiple-level patterns. Inf. Sci. 322: 51-71 (2015) - [j15]Dario Antonelli, Elena Baralis, Giulia Bruno, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Naeem Ahmed Mahoto:
MeTA: Characterization of Medical Treatments at Different Abstraction Levels. ACM Trans. Intell. Syst. Technol. 6(4): 57:1-57:25 (2015) - [c32]Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Lorenzo Bottaccioli, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti:
Energy Signature Analysis: Knowledge at Your Fingertips. BigData Congress 2015: 543-550 - [c31]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Andrea Giordano, Alessandro Mezzani, Davide Susta, Xin Xiao:
Predicting Cardiopulmonary Response to Incremental Exercise Test. CBMS 2015: 135-140 - [c30]Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti:
Enhancing Energy Awareness Through the Analysis of Thermal Energy Consumption. EDBT/ICDT Workshops 2015: 64-71 - [c29]Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Pierangelo Garino, Marco Nardone, Barbara Pralio, Luca Venturini:
Monitoring the citizens' perception on urban security in Smart City environments. ICDE Workshops 2015: 112-116 - [c28]Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Pietro Michiardi, Fabio Pulvirenti:
PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data. ICDM Workshops 2015: 839-846 - [c27]Agnese Chiatti, Zlatan Dragisic, Tania Cerquitelli, Patrick Lambrix:
Reducing the search space in ontology alignment using clustering techniques and topic identification. K-CAP 2015: 21:1-21:4 - 2014
- [j14]Luca Cagliero, Tania Cerquitelli, Paolo Garza, Luigi Grimaudo:
Misleading Generalized Itemset discovery. Expert Syst. Appl. 41(4): 1400-1410 (2014) - [j13]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Vincenzo D'Elia, Paolo Garza:
Expressive generalized itemsets. Inf. Sci. 278: 327-343 (2014) - [j12]Luca Cagliero, Tania Cerquitelli, Paolo Garza, Luigi Grimaudo:
Twitter data analysis by means of Strong Flipping Generalized Itemsets. J. Syst. Softw. 94: 16-29 (2014) - [c26]Giulia Bruno, Tania Cerquitelli, Silvia Chiusano, Xin Xiao:
A Clustering-Based Approach to Analyse Examinations for Diabetic Patients. ICHI 2014: 45-50 - [c25]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti:
Misleading Generalized Itemset Mining in the Cloud. ISPA 2014: 211-216 - [c24]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo, Fabio Pulvirenti, Paolo Garza:
MGI-Cloud: discovery of misleading generalized itemsets. SEBD 2014: 45-52 - [c23]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti:
NEMICO: Mining Network Data through Cloud-Based Data Mining Techniques. UCC 2014: 503-504 - [e1]Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Giovanna Guerrini, Mirko Kämpf, Alfons Kemper, Boris Novikov, Themis Palpanas, Jaroslav Pokorný, Athena Vakali:
New Trends in Databases and Information Systems, 17th East European Conference on Advances in Databases and Information Systems, ADBIS 2013, Genoa, Italy, September 1-4, 2013. Proceedings II. Advances in Intelligent Systems and Computing 241, Springer 2014, ISBN 978-3-319-01862-1 [contents] - 2013
- [j11]Elena Baralis, Andrea Bianco, Tania Cerquitelli, Luca Chiaraviglio, Marco Mellia:
NetCluster: A clustering-based framework to analyze internet passive measurements data. Comput. Networks 57(17): 3300-3315 (2013) - [j10]Dario Antonelli, Elena Baralis, Giulia Bruno, Tania Cerquitelli, Silvia Chiusano, Naeem Ahmed Mahoto:
Analysis of diabetic patients through their examination history. Expert Syst. Appl. 40(11): 4672-4678 (2013) - [j9]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Vincenzo D'Elia, Riccardo Molinari, Davide Susta:
Early prediction of the highest workload in incremental cardiopulmonary tests. ACM Trans. Intell. Syst. Technol. 4(4): 70:1-70:20 (2013) - [c22]Yamine Aït Ameur, Witold Andrzejewski, Ladjel Bellatreche, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Matteo Golfarelli, Giovanna Guerrini, Krzysztof Kaczmarski, Mirko Kämpf, Alfons Kemper, Tobias Lauer, Boris Novikov, Themis Palpanas, Jaroslav Pokorný, Stefano Rizzi, Athena Vakali:
New Trends in Databases and Information Systems: Contributions from ADBIS 2013. ADBIS (2) 2013: 1-13 - [c21]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza:
Frequent weighted itemset mining from gene expression data. BIBE 2013: 1-4 - [c20]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand:
P-Mine: Parallel itemset mining on large datasets. ICDE Workshops 2013: 266-271 - [c19]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo, Xin Xiao:
Analysis of Twitter Data Using a Multiple-level Clustering Strategy. MEDI 2013: 13-24 - [c18]Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo:
Association Rule Mining as a Cloud-Based Service. SEBD 2013: 461-468 - [c17]Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Luigi Grimaudo:
SeaRum: A Cloud-Based Service for Association Rule Mining. TrustCom/ISPA/IUCC 2013: 1283-1290 - 2012
- [j8]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza:
Generalized association rule mining with constraints. Inf. Sci. 194: 68-84 (2012) - 2011
- [j7]Luca Cagliero, Tania Cerquitelli, Paolo Garza:
Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules. Int. J. Semantic Web Inf. Syst. 7(2): 1-22 (2011) - [j6]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti:
CAS-Mine: providing personalized services in context-aware applications by means of generalized rules. Knowl. Inf. Syst. 28(2): 283-310 (2011) - [j5]Daniele Apiletti, Elena Baralis, Tania Cerquitelli:
Energy-saving models for wireless sensor networks. Knowl. Inf. Syst. 28(3): 615-644 (2011) - [c16]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand, Luigi Grimaudo:
An Efficient Itemset Mining Approach for Data Streams. KES (2) 2011: 515-523 - [p3]Tania Cerquitelli, Alessandro Fiori, Alberto Grand:
Community-Contributed Media Collections: Knowledge at Our Fingertips. Community-Built Databases 2011: 21-47 - 2010
- [j4]Elena Baralis, Tania Cerquitelli, Silvia Chiusano:
Constrained itemset mining on a sequence of incoming data blocks. Int. J. Intell. Syst. 25(5): 389-410 (2010) - [c15]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Vincenzo D'Elia, Riccardo Molinari, Davide Susta:
Predicting the highest workload in cardiopulmonary test. CBMS 2010: 32-37 - [c14]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Vincenzo D'Elia, Paolo Garza:
Support driven opportunistic aggregation for generalized itemset extraction. IEEE Conf. of Intelligent Systems 2010: 102-107 - [c13]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand:
Array-Tree: A persistent data structure to compactly store frequent itemsets. IEEE Conf. of Intelligent Systems 2010: 108-113 - [c12]Elena Baralis, Tania Cerquitelli, Silvia Chiusano:
A persistent HY-Tree to efficiently support itemset mining on large datasets. SAC 2010: 1060-1064 - [c11]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alberto Grand:
Compactly Storing Frequent Itemsets (Extended Abstract). SEBD 2010: 118-125
2000 – 2009
- 2009
- [j3]Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia:
Characterizing network traffic by means of the NetMine framework. Comput. Networks 53(6): 774-789 (2009) - [j2]Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli:
Real-Time Analysis of Physiological Data to Support Medical Applications. IEEE Trans. Inf. Technol. Biomed. 13(3): 313-321 (2009) - [j1]Elena Baralis, Tania Cerquitelli, Silvia Chiusano:
IMine: Index Support for Item Set Mining. IEEE Trans. Knowl. Data Eng. 21(4): 493-506 (2009) - [c10]Elena Baralis, Andrea Bianco, Tania Cerquitelli, Luca Chiaraviglio, Marco Mellia:
NetCluster: A Clustering-Based Framework for Internet Tomography. ICC 2009: 1-5 - [c9]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti:
Context-Aware User and Service Profiling by Means of Generalized Association Rules. KES (2) 2009: 50-57 - [c8]Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti:
Generalized Association Rules to Support Context-aware User and Service Profiling. SEBD 2009: 101-108 - 2008
- [c7]Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia:
Generalized association rules to support Network Digest analysis. SEBD 2008: 101-108 - [p2]Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli:
Real-Time Individuation of Global Unsafe Anomalies and Alarm Activation. Intelligent Techniques and Tools for Novel System Architectures 2008: 219-236 - [p1]Elena Baralis, Tania Cerquitelli, Silvia Chiusano:
Indexing Evolving Databases for Itemset Mining. Intelligent Techniques and Tools for Novel System Architectures 2008: 305-323 - 2007
- [c6]Daniele Apiletti, Elena Baralis, Giulia Bruno, Tania Cerquitelli:
SAPhyRA: Stream Analysis for Physiological Risk Assessment. CBMS 2007: 193-198 - [c5]Elena Baralis, Tania Cerquitelli, Vincenzo D'Elia:
Modeling a Sensor Network by means of Clustering. DEXA Workshops 2007: 177-181 - 2006
- [c4]Elena Baralis, Tania Cerquitelli:
Selecting Representatives in a Sensor Network. SEBD 2006: 351-360 - 2005
- [c3]Elena Baralis, Tania Cerquitelli, Silvia Chiusano:
Index Support for Frequent Itemset Mining in a Relational DBMS. ICDE 2005: 754-765 - [c2]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Diego Mostile:
Index Support for Mining Data Streams in a Relational DBMS. SEBD 2005: 240-247 - 2004
- [c1]Elena Baralis, Tania Cerquitelli, Silvia Chiusano, Alice Lottini, Lorena Pansa:
Frequent Itemset Mining in a Relational DBMS. SEBD 2004: 158-165
Coauthor Index
[c85] [i11] [i10] [i7] [i4] [j37] [c71] [d1] [j34] [j33] [c62] [c57] [c56] [c55] [c53] [i2] [c48] [p4] [j25] [j24] [j21] [j18] [c40] [c37] [c35] [c34] [e2] [j17] [j16] [j15] [c32] [c31] [c30] [c28] [j13] [c25] [c24] [c23] [j11] [j10] [j9] [c21] [c20] [c19] [c18] [c17] [j8] [j6] [j5] [c16] [j4] [c15] [c14] [c13] [c12] [c11] [j3] [j2] [j1] [c10] [c9] [c8] [c7] [p2] [p1] [c6] [c5] [c4] [c3] [c2] [c1]
[j41] [j35] [e6] [e5] [j32] [j28] [c62] [e4] [c59] [j26] [c50] [p4] [e3] [j23] [j22] [c46] [c42] [c41] [j20] [c38] [c37] [c36] [c35] [c33] [j17] [j16] [j15] [c32] [c31] [c30] [c29] [c26] [c25] [c24] [c23] [e1] [j10] [j9] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [j4] [c15] [c13] [c12] [c11] [j1] [p1] [c3] [c2] [c1]
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