Manolis Maragoudakis

Manolis Maragoudakis, Dimitrios P. Lyras, Kyriakos N. Sgarbas: Bayesian Retrieval using a Similarity-Based Lemmatizer. International Journal on Artificial Intelligence Tools 21(5) (2012)

Manolis Maragoudakis, Euripidis 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)

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

Kostas Anagnostou, Manolis Maragoudakis: Player Modeling Using HOSVD towards Dynamic Difficulty Adjustment in Videogames. AIAI (2) 2012: 125-134

Egidijus Paliulis, Manolis Maragoudakis, Alexandros Panteli: Privacy preserving neural networks in iris signature feature extraction. PETRA 2012: 3

Manolis Maragoudakis, Ilias Maglogiannis: A medical ontology for intelligent web-based skin lesions image retrieval. Health Informatics Journal 17(2): 140-157 (2011)

Konstantinos Kotis, Andreas Papasalouros, Manolis Maragoudakis: Mining query-logs towards learning useful kick-off ontologies: an incentive to semantic web content creation. IJKEDM 1(4): 303-330 (2011)

Manolis Maragoudakis, Euripidis Loukis, Yannis Charalabidis: A Review of Opinion Mining Methods for Analyzing Citizens' Contributions in Public Policy Debate. ePart 2011: 298-313

Alexandros Panteli, Manolis Maragoudakis: A Random Forests Text Transliteration System for Greek Digraphia. EANN/AIAI (2) 2011: 196-201

Manolis Maragoudakis, Euripidis Loukis: MCMC Bayesian inference for heart sounds screening in assistive environments. PETRA 2011: 16

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

Manolis Maragoudakis, Euripidis Loukis: Automated Aortic and Mitral Valves Diseases Diagnosis from Heart Sound Signals Using Novel Ensemble Classification Techniques. ICTAI (2) 2010: 267-273

Manolis Maragoudakis, Dimitrios N. Serpanos: Towards Stock Market Data Mining Using Enriched Random Forests from Textual Resources and Technical Indicators. AIAI 2010: 278-286

Euripidis Loukis, Manolis Maragoudakis: Heart murmurs identification using random forests in assistive environments. PETRA 2010

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)

Georgios N. Yannakakis, Manolis Maragoudakis, John Hallam: Preference Learning for Cognitive Modeling: A Case Study on Entertainment Preferences. IEEE Transactions on Systems, Man, and Cybernetics, Part A 39(6): 1165-1175 (2009)

Kostas Anagnostou, Manolis Maragoudakis: Data Mining for Player Modeling in Videogames. Panhellenic Conference on Informatics 2009: 30-34

Christos Fidas, Manolis Maragoudakis, Nikolaos M. Avouris: Intelligent - Miner: The Conceptual and Architectural Design of a Web Based Data Mining Service. e-Minds 1(4) (2008)

Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George K. Kokkinakis: Learning verb complements for Modern Greek: balancing the noisy dataset. Natural Language Engineering 14(1): 71-100 (2008)

Manolis Maragoudakis, Nikolaos Cosmas, Aristogiannis Garbis: Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks. ADMA 2008: 15-26

Manolis Maragoudakis, Ilias Maglogiannis, D. Lymberopoulos: A medical, description logic based, ontology for skin lesion images. BIBE 2008: 1-6

Manolis Maragoudakis, Euripidis Loukis, Panayotis-Prodromos Pantelides: Gas Turbine Fault Diagnosis using Random Forests. ECAI 2008: 769-770

Katia Kermanidis, Aristomenis Thanopoulos, Manolis Maragoudakis, Nikos Fakotakis: Eksairesis: A Domain-Adaptable System for Ontology Building from Unstructured Text. LREC 2008

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

Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis: MeteoBayes: Effective Plan Recognition in a Weather Dialogue System. IEEE Intelligent Systems 22(1): 67-77 (2007)

Manolis Maragoudakis: A Bayesian Network Model for Information Retrieval from Greek Texts. ICTAI (2) 2007: 50-54

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. Educational Technology & Society 9(4): 150-165 (2006)

Manolis Maragoudakis, Nikos Fakotakis: Bayesian Feature Construction. SETN 2006: 235-245

Manolis Maragoudakis, Katia Kermanidis, Alexandros Tasikas, Nikos Fakotakis, George K. Kokkinakis: Bayesian Induction of Verb Sub-categorization Frames in Imbalanced Heterogeneous Data. Journal of Quantitative Linguistics 12(2-3): 185-211 (2005)

Georgios N. Yannakakis, Manolis Maragoudakis: Player Modeling Impact on Player's Entertainment in Computer Games. User Modeling 2005: 74-78

Manolis Maragoudakis, Aristomenis Thanopoulos, Kyriakos N. Sgarbas, Nikos Fakotakis: Domain knowledge acquisition and plan recognition by probabilistic reasoning. International Journal on Artificial Intelligence Tools 13(2): 333-365 (2004)

Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis: Learning Greek Verb Complements: Addressing the Class Imbalance. COLING 2004

Manolis Maragoudakis, Nikos Fakotakis: Bayesian Semantics Incorporation to Web Content for Natural Language Information Retrieval. LREC 2004

Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis: A Bayesian Model for Shallow Syntactic Parsing of Natural Language Texts. LREC 2004

Panagiotis Zervas, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis: Learning to Predict Pitch Accents Using Bayesian Belief Networks for Greek Language. LREC 2004

Manolis Maragoudakis, Todor Ganchev, Nikos Fakotakis: Bayesian Reinforcement for a Probabilistic Neural Net Part-of-Speech Tagger. TSD 2004: 137-146

Panagiotis Zervas, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis: Bayesian induction of intonational phrase breaks. INTERSPEECH 2003

Manolis Maragoudakis, Aristomenis Thanopoulos, Kyriakos N. Sgarbas, Nikos Fakotakis: Domain Knowledge Acquisition and Plan Recognition by Probabilistic Reasoning. KES 2003: 282-289

Manolis Maragoudakis, Panagiotis Zervas, Nikos Fakotakis, George K. Kokkinakis: A Data-Driven Framework for Intonational Phrase Break Prediction. TSD 2003: 189-197

Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis: User Modeling and Plan Recognition under Conditions of Uncertainty. TSD 2003: 372-379

Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis: Improving handwritten character segmentation by incorporating Bayesian knowledge with Support Vector Machines. ICASSP 2002: 4174

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

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

Manolis Maragoudakis, Nikolaos K. Tselios, Nikos Fakotakis, Nikolaos M. Avouris: Improving SMS Usability Using Bayesian Networks. SETN 2002: 179-190

Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis: Statistical Decision Making from Text and Dialogue Corpora for Effective Plan Recognition. TSD 2002: 365-372

Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis, George K. Kokkinakis: How Conditional Independence Assumption Affects Handwritten Character Segmentation. ICDAR 2001: 246-250

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

Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George K. Kokkinakis: Influence of Conditional Independence Assumption on Verb Subcategorization Detection. TSD 2001: 62-69