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2020 – today
- 2024
[j32]Athanasios Kanavos, Orestis Papadimitriou, Khalil Al-Hussaeni
, Manolis Maragoudakis, Ioannis Karamitsos:
Real-Time Detection of Face Mask Usage Using Convolutional Neural Networks. Comput. 13(7): 182 (2024)- [c70]Athanasios Kanavos, Orestis Papadimitriou, Gerasimos Vonitsanos, Manolis Maragoudakis, Phivos Mylonas:
Advanced CNN Architectures for Improved Garbage Image Classification: An In-depth Evaluation. SEEDA-CECNSM 2024: 85-90 - 2023
- [j31]Ivan Jacobs, Lim Chwee Ming, Jamie Mong, Manolis Maragoudakis, Nishant Malik:
In silico antibody-peptide epitope prediction for personalized cancer therapy. Frontiers Appl. Math. Stat. 9 (2023) - [c69]Athanasios Kanavos, Orestis Papadimitriou, Alexios Kaponis, Manolis Maragoudakis:
Enhancing Disease Diagnosis: A CNN-Based Approach for Automated White Blood Cell Classification. IEEE Big Data 2023: 4606-4613 - [c68]Athanasios Kanavos, Orestis Papadimitriou, Phivos Mylonas, Manolis Maragoudakis:
Enhancing Sign Language Recognition Using Deep Convolutional Neural Networks. IISA 2023: 1-4 - [c67]Orestis Papadimitriou, Athanasios Kanavos, Manolis Maragoudakis:
Automated Pneumonia Detection from Chest X-Ray Images Using Deep Convolutional Neural Networks. IISA 2023: 1-4 - [c66]Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis:
Classification of Alzheimer's Disease Subjects from MRI Using Deep Convolutional Neural Networks. NiDS (2) 2023: 277-286 - [c65]Alexios Kaponis, Alexios A. Kaponis, Manolis Maragoudakis:
Case study analysis of medical and pharmaceutical chatbots in digital marketing and proposal to create a reliable chatbot with summary extraction based on users' keywords. PETRA 2023: 357-363 - [c64]Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis:
Enhancing COVID-19 Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks. SMAP 2023: 1-6 - [c63]Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis:
Advancing Weather Image Classification Using Deep Convolutional Neural Networks. SMAP 2023: 1-6 - 2022
- [j30]Spyridon Garmpis, Manolis Maragoudakis, Aristogiannis Garmpis:
Assisting Educational Analytics with AutoML Functionalities. Comput. 11(6): 97 (2022) - [j29]Alexandros Dimitrios Zervopoulos, Aikaterini Georgia Alvanou, Konstantinos Bezas, Asterios Papamichail, Manolis Maragoudakis, Katia Kermanidis:
Deep learning for fake news detection on Twitter regarding the 2019 Hong Kong protests. Neural Comput. Appl. 34(2): 969-982 (2022) - [c62]Athanasios Kanavos, Efstratios Kolovos, Orestis Papadimitriou, Manolis Maragoudakis:
Breast Cancer Classification of Histopathological Images using Deep Convolutional Neural Networks. SEEDA-CECNSM 2022: 1-6 - [c61]Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis:
Efficient comparison of sentence embeddings. SETN 2022: 11:1-11:6 - [c60]Alexios Kaponis, Manolis Maragoudakis:
Data Analysis in Digital Marketing using Machine learning and Artificial Intelligence Techniques, Ethical and Legal Dimensions, State of the Art. SETN 2022: 15:1-15:9 - [c59]Ioannis Konstantinidis, Manolis Maragoudakis, Ioannis Magnisalis, Christos Berberidis, Vassilios Peristeras:
Knowledge-driven Unsupervised Skills Extraction for Graph-based Talent Matching. SETN 2022: 28:1-28:7 - [i2]Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis:
Efficient comparison of sentence embeddings. CoRR abs/2204.00820 (2022) - 2021
- [j28]Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou:
PPDM-TAN: A Privacy-Preserving Multi-Party Classifier. Comput. 9(1): 6 (2021) - [c58]Andreas Kanavos, Theodor Panagiotakopoulos, Gerasimos Vonitsanos, Manolis Maragoudakis, Yiannis Kiouvrekis:
Forecasting Winter Precipitation based on Weather Sensors Data in Apache Spark. IISA 2021: 1-6 - [c57]Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Manolis Maragoudakis, Phivos Mylonas:
Issues and Challenges associated with Blockchain in Smart Cities. SMAP 2021: 1-5 - 2020
- [j27]Christos Kalyvas, Manolis Maragoudakis:
A Skyline-Based Decision Boundary Estimation Method for Binominal Classification in Big Data. Comput. 8(3): 80 (2020) - [j26]Manolis Maragoudakis:
Bayesian feature construction for the improvement of classification performance. Int. J. Data Anal. Tech. Strateg. 12(1): 43-75 (2020) - [c56]Euripidis N. Loukis, Niki Kyriakou, Manolis Maragoudakis:
Using Government Data and Machine Learning for Predicting Firms' Vulnerability to Economic Crisis. EGOV 2020: 345-358 - [c55]Maria Nefeli Nikiforos, Spiridon Vergis, Andreana Stylidou, Nikolaos Augoustis, Katia Lida Kermanidis, Manolis Maragoudakis:
Fake News Detection Regarding the Hong Kong Events from Tweets. AIAI Workshops 2020: 177-186 - [c54]Alexandros Dimitrios Zervopoulos, Aikaterini Georgia Alvanou, Konstantinos Bezas, Asterios Papamichail, Manolis Maragoudakis, Katia Kermanidis:
Hong Kong Protests: Using Natural Language Processing for Fake News Detection on Twitter. AIAI (2) 2020: 408-419 - [c53]Christos Kalyvas, Manolis Maragoudakis:
A Skyline-based Decision Boundary Estimation Method for Binominal Classification in Big Data. SEEDA-CECNSM 2020: 1-8 - [c52]Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou:
PP-TAN: a Privacy Preserving Multi-party Tree Augmented Naive Bayes Classifier. SEEDA-CECNSM 2020: 1-8
2010 – 2019
- 2019
- [j25]Manolis Maragoudakis:
Data Analysis, Simulation and Visualization for Environmentally Safe Maritime Data. Algorithms 12(1): 27 (2019) - [j24]Christos Kalyvas, Manolis Maragoudakis:
Skyline and reverse skyline query processing in SpatialHadoop. Data Knowl. Eng. 122: 55-80 (2019) - [j23]Javier Gómez, Letizia Jaccheri, Manolis Maragoudakis, Kshitij Sharma:
Digital storytelling for good with Tappetina game. Entertain. Comput. 30 (2019) - [c51]Euripidis N. Loukis, Manolis Maragoudakis, Niki Kyriakou:
Economic Crisis Policy Analytics Based on Artificial Intelligence. EGOV 2019: 262-275 - 2018
- [j22]Foteini Kollintza-Kyriakoulia, Manolis Maragoudakis, Anastasia Krithara:
Measuring the Impact of Financial News and Social Media on Stock Market Modeling Using Time Series Mining Techniques. Algorithms 11(11): 181 (2018) - [j21]Konstantinos Kontos, Manolis Maragoudakis:
Machine learning for water bodies identification from satellite images. Int. J. Data Min. Model. Manag. 10(3): 209-228 (2018) - [c50]Antonios Pantazopoulos, Manolis Maragoudakis:
Sports & Nutrition Data Science using Gradient Boosting Machines. SETN 2018: 56:1-56:7 - 2017
- [j20]Vasileios Athanasiou, Manolis Maragoudakis:
A Novel, Gradient Boosting Framework for Sentiment Analysis in Languages where NLP Resources Are Not Plentiful: A Case Study for Modern Greek. Algorithms 10(1): 34 (2017) - [c49]Niki Kyriakou, Manolis Maragoudakis, Euripidis N. Loukis, Marinos Themistocleous:
Prediction of Propensity for Enterprise Cloud Computing Adoption. HICSS 2017: 1-10 - [c48]Lefkothea Spiliotopoulou, Dimitrios Damopoulos, Yannis Charalabidis, Manolis Maragoudakis, Stefanos Gritzalis:
Europe in the shadow of financial crisis: Policy Making via Stance Classification. HICSS 2017: 1-10 - [i1]Nikolaos K. Tselios, Manolis Maragoudakis:
Method and apparatus for automatic text input insertion in digital devices with a restricted number of keys. CoRR abs/1707.09487 (2017) - 2016
- [j19]Manolis Maragoudakis, Ioannis Markou:
A novel approach for visual data mining in Twitter micro-blogging platform. Int. J. Soc. Netw. Min. 2(3): 267-292 (2016) - [j18]Nektaria Potha, Manolis Maragoudakis, Dimitrios P. Lyras:
A biology-inspired, data mining framework for extracting patterns in sexual cyberbullying data. Knowl. Based Syst. 96: 134-155 (2016) - [c47]Vasileios Athanasiou, Manolis Maragoudakis:
Dealing with High Dimensional Sentiment Data Using Gradient Boosting Machines. AIAI 2016: 481-489 - 2015
- [j17]Euangelos Linardos, Katia Lida Kermanidis, Manolis Maragoudakis:
Using financial news articles with minimal linguistic resources to forecast stock behaviour. Int. J. Data Min. Model. Manag. 7(3): 185-212 (2015) - [c46]Katia Lida Kermanidis, Manolis Maragoudakis, Spyros Vosinakis:
House of Ads: a Multiplayer Action Game for Annotating Ad Video Content. EANN Workshops 2015: 21:1-21:8 - [c45]Nektaria Potha, Manolis Maragoudakis:
Time Series Forecasting in Cyberbullying Data. EANN 2015: 289-303 - [c44]Antonis Ramfos, Akrivi Kiousi, Miltiadis Kokkonidis, Christophe Leclercq, David Mekkaoui, Maxime Sattonnay, Manolis Maragoudakis, Aggeliki Androutsopoulou, Yannis Charalabidis, Jörn Kohlhammer, Tobias Ruppert, Hendrik Lücke-Tieke, Nikos Dimakopoulos, Leonidas Kallipolitis, Pavel Nikodem, Tomas Madlenak, Francesco Mureddu, Demetrios Pyrenis, Matthew Protonotarios, Charalampos Ipektsidis:
The "EU Community" Project - Coupling the Power of Data with Community Expertise. EEPM@eGOV 2015 - [c43]Yannis Charalabidis, Manolis Maragoudakis, Euripidis N. Loukis:
Opinion Mining and Sentiment Analysis in Policy Formulation Initiatives: The EU-Community Approach. ePart 2015: 147-160 - 2014
- [j16]Alexandros Panteli, Manolis Maragoudakis, Stefanos Gritzalis:
Privacy Preserving Data Mining Using Radial Basis Functions on Horizontally Partitioned Databases in the Malicious Model. Int. J. Artif. Intell. Tools 23(5) (2014) - [j15]Manolis Maragoudakis, Euripidis N. Loukis:
Heart sound screening in real-time assistive environments through MCMC Bayesian data mining. Univers. Access Inf. Soc. 13(1): 73-88 (2014) - [c42]Nektaria Potha, Manolis Maragoudakis:
Cyberbullying Detection using Time Series Modeling. ICDM Workshops 2014: 373-382 - [c41]Manolis Maragoudakis, Katia Lida Kermanidis, Spyros Vosinakis:
Extracting Knowledge from Collaboratively Annotated Ad Video Content. AIAI Workshops 2014: 85-95 - 2013
- [j14]Katia Lida Kermanidis, Manolis Maragoudakis:
Political sentiment analysis of tweets before and after the Greek elections of May 2012. Int. J. Soc. Netw. Min. 1(3/4): 298-317 (2013) - [c40]Vicky Politopoulou, Manolis Maragoudakis:
On Mining Opinions from Social Media. EANN (1) 2013: 474-484 - [c39]Katia Kermanidis, Manolis Maragoudakis, Spyros Vosinakis, Nikos Exadaktylos:
Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion. AIAI 2013: 10-19 - [c38]Konstantinos Kontos, Manolis Maragoudakis:
Breast Cancer Detection in Mammogram Medical Images with Data Mining Techniques. AIAI 2013: 336-347 - 2012
- [j13]Manolis Maragoudakis, Dimitrios P. Lyras, Kyriakos N. Sgarbas:
Bayesian Retrieval using a Similarity-Based Lemmatizer. Int. J. Artif. Intell. Tools 21(5) (2012) - [j12]Manolis Maragoudakis, Euripidis N. Loukis:
Using Ensemble Random Forests for the extraction and exploitation of knowledge on gas turbine blading faults identification. OR Insight 25(2): 80-104 (2012) - [c37]Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou, Hannu Toivonen, Pirjo Moen:
Privacy Preservation by k-Anonymization of Weighted Social Networks. ASONAM 2012: 423-428 - [c36]Kostas Anagnostou, Manolis Maragoudakis:
Player Modeling Using HOSVD towards Dynamic Difficulty Adjustment in Videogames. AIAI (2) 2012: 125-134 - [c35]Egidijus Paliulis, Manolis Maragoudakis, Alexandros Panteli:
Privacy preserving neural networks in iris signature feature extraction. PETRA 2012: 3 - 2011
- [j11]Constantinos Kolias, Georgios Kambourakis, Manolis Maragoudakis:
Swarm intelligence in intrusion detection: A survey. Comput. Secur. 30(8): 625-642 (2011) - [j10]Manolis Maragoudakis, Ilias Maglogiannis:
A medical ontology for intelligent web-based skin lesions image retrieval. Health Informatics J. 17(2): 140-157 (2011) - [j9]Konstantinos Kotis, Andreas Papasalouros, Manolis Maragoudakis:
Mining query-logs towards learning useful kick-off ontologies: an incentive to semantic web content creation. Int. J. Knowl. Eng. Data Min. 1(4): 303-330 (2011) - [c34]Manolis Maragoudakis, Euripidis N. Loukis, Yannis Charalabidis:
A Review of Opinion Mining Methods for Analyzing Citizens' Contributions in Public Policy Debate. ePart 2011: 298-313 - [c33]Alexandros Panteli, Manolis Maragoudakis:
A Random Forests Text Transliteration System for Greek Digraphia. EANN/AIAI (2) 2011: 196-201 - [c32]Manolis Maragoudakis, Euripidis N. Loukis:
MCMC Bayesian inference for heart sounds screening in assistive environments. PETRA 2011: 16 - [c31]Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou:
Privacy Preserving Tree Augmented Naïve Bayesian Multi-party Implementation on Horizontally Partitioned Databases. TrustBus 2011: 62-73 - 2010
- [c30]Manolis Maragoudakis, Euripidis N. Loukis:
Automated Aortic and Mitral Valves Diseases Diagnosis from Heart Sound Signals Using Novel Ensemble Classification Techniques. ICTAI (2) 2010: 267-273 - [c29]Manolis Maragoudakis, Dimitrios N. Serpanos:
Towards Stock Market Data Mining Using Enriched Random Forests from Textual Resources and Technical Indicators. AIAI 2010: 278-286 - [c28]Euripidis N. Loukis, Manolis Maragoudakis:
Heart murmurs identification using random forests in assistive environments. PETRA 2010
2000 – 2009
- 2009
- [j8]Emmanouil Magkos, Manolis Maragoudakis, Vassilios Chrissikopoulos, Stefanos Gritzalis:
Accurate and large-scale privacy-preserving data mining using the election paradigm. Data Knowl. Eng. 68(11): 1224-1236 (2009) - [j7]Georgios N. Yannakakis, Manolis Maragoudakis, John Hallam:
Preference Learning for Cognitive Modeling: A Case Study on Entertainment Preferences. IEEE Trans. Syst. Man Cybern. Part A 39(6): 1165-1175 (2009) - [c27]Kostas Anagnostou, Manolis Maragoudakis:
Data Mining for Player Modeling in Videogames. Panhellenic Conference on Informatics 2009: 30-34 - 2008
- [j6]Christos Fidas, Manolis Maragoudakis, Nikolaos M. Avouris:
Intelligent - Miner: The Conceptual and Architectural Design of a Web Based Data Mining Service. e Minds Int. J. Hum. Comput. Interact. 1(4) (2008) - [j5]Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George K. Kokkinakis:
Learning verb complements for Modern Greek: balancing the noisy dataset. Nat. Lang. Eng. 14(1): 71-100 (2008) - [c26]Manolis Maragoudakis, Nikolaos Cosmas, Aristogiannis Garbis:
Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks. ADMA 2008: 15-26 - [c25]Manolis Maragoudakis, Ilias Maglogiannis, Dimitrios Lymberopoulos:
A medical, description logic based, ontology for skin lesion images. BIBE 2008: 1-6 - [c24]Manolis Maragoudakis, Euripidis N. Loukis, Panayotis-Prodromos Pantelides:
Gas Turbine Fault Diagnosis using Random Forests. ECAI 2008: 769-770 - [c23]Katia Kermanidis, Aristomenis Thanopoulos, Manolis Maragoudakis, Nikos Fakotakis:
Eksairesis: A Domain-Adaptable System for Ontology Building from Unstructured Text. LREC 2008 - [c22]Emmanouil Magkos, Manolis Maragoudakis, Vassilios Chrissikopoulos, Stefanos Gritzalis:
Accuracy in Privacy-Preserving Data Mining Using the Paradigm of Cryptographic Elections. Privacy in Statistical Databases 2008: 284-297 - 2007
- [j4]Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis:
MeteoBayes: Effective Plan Recognition in a Weather Dialogue System. IEEE Intell. Syst. 22(1): 67-77 (2007) - [c21]Manolis Maragoudakis:
A Bayesian Network Model for Information Retrieval from Greek Texts. ICTAI (2) 2007: 50-54 - 2006
- [j3]Nikolaos K. Tselios, Adrian G. Stoica, Manolis Maragoudakis, Nikolaos M. Avouris, Vassilis Komis:
Enhancing User Support in Open Problem Solving Environments through Bayesian Network Inference Techniques. J. Educ. Technol. Soc. 9(4): 150-165 (2006) - [c20]Manolis Maragoudakis, Katia Kermanidis, Aristogiannis Garbis, Nikos Fakotakis:
Dealing with Imbalanced Data using Bayesian Techniques. LREC 2006: 1045-1050 - [c19]Manolis Maragoudakis, Nikos Fakotakis:
Bayesian Feature Construction. SETN 2006: 235-245 - 2005
- [j2]Manolis Maragoudakis, Katia Kermanidis, Alexandros Tasikas, Nikos Fakotakis, George K. Kokkinakis:
Bayesian Induction of Verb Sub-categorization Frames in Imbalanced Heterogeneous Data. J. Quant. Linguistics 12(2-3): 185-211 (2005) - [c18]Georgios N. Yannakakis, Manolis Maragoudakis:
Player Modeling Impact on Player's Entertainment in Computer Games. User Modeling 2005: 74-78 - 2004
- [j1]Manolis Maragoudakis, Aristomenis Thanopoulos, Kyriakos N. Sgarbas, Nikos Fakotakis:
Domain knowledge acquisition and plan recognition by probabilistic reasoning. Int. J. Artif. Intell. Tools 13(2): 333-365 (2004) - [c17]Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis:
Learning Greek Verb Complements: Addressing the Class Imbalance. COLING 2004 - [c16]Manolis Maragoudakis, Nikos Fakotakis:
Bayesian Semantics Incorporation to Web Content for Natural Language Information Retrieval. LREC 2004 - [c15]Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis:
A Bayesian Model for Shallow Syntactic Parsing of Natural Language Texts. LREC 2004 - [c14]Panagiotis Zervas, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis:
Learning to Predict Pitch Accents Using Bayesian Belief Networks for Greek Language. LREC 2004 - [c13]Manolis Maragoudakis, Todor Ganchev, Nikos Fakotakis:
Bayesian Reinforcement for a Probabilistic Neural Net Part-of-Speech Tagger. TSD 2004: 137-146 - 2003
- [c12]Panagiotis Zervas, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis:
Bayesian induction of intonational phrase breaks. INTERSPEECH 2003: 113-116 - [c11]Manolis Maragoudakis, Aristomenis Thanopoulos, Kyriakos N. Sgarbas, Nikos Fakotakis:
Domain Knowledge Acquisition and Plan Recognition by Probabilistic Reasoning. KES 2003: 282-289 - [c10]Manolis Maragoudakis, Panagiotis Zervas, Nikos Fakotakis, George K. Kokkinakis:
A Data-Driven Framework for Intonational Phrase Break Prediction. TSD 2003: 189-197 - [c9]Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis:
User Modeling and Plan Recognition under Conditions of Uncertainty. TSD 2003: 372-379 - 2002
- [c8]Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis:
Improving handwritten character segmentation by incorporating Bayesian knowledge with Support Vector Machines. ICASSP 2002: 4174 - [c7]Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis:
Incorporating Conditional Independence Assumption with Support Vector Machines to Enhance Handwritten Character Segmentation Performance. ICPR (3) 2002: 911-914 - [c6]Manolis Maragoudakis, Katia Kermanidis, Nikos Fakotakis, George Kokkinakis:
Combining Bayesian and Support Vector Machines Learning to automatically complete Syntactical Information for HPSG-like Formalisms. LREC 2002 - [c5]Manolis Maragoudakis, Nikolaos K. Tselios, Nikos Fakotakis, Nikolaos M. Avouris:
Improving SMS Usability Using Bayesian Networks. SETN 2002: 179-190 - [c4]Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis:
Statistical Decision Making from Text and Dialogue Corpora for Effective Plan Recognition. TSD 2002: 365-372 - 2001
- [c3]Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis, George K. Kokkinakis:
How Conditional Independence Assumption Affects Handwritten Character Segmentation. ICDAR 2001: 246-250 - [c2]Manolis Maragoudakis, Katia Kermanidis, Nikos Fakotakis, George K. Kokkinakis:
Learning Automatic Acquisition of Subcategorization Frames Using Bayesian Inference and Support Vector Machines. ICDM 2001: 623-625 - [c1]Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George K. Kokkinakis:
Influence of Conditional Independence Assumption on Verb Subcategorization Detection. TSD 2001: 62-69
Coauthor Index
Katia Kermanidis
aka: Katia Lida Kermanidis
aka: Katia Lida Kermanidis
George K. Kokkinakis
aka: George Kokkinakis
aka: George Kokkinakis
Euripides N. Loukis
aka: Euripidis N. Loukis
aka: Euripidis N. Loukis
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