Manolis Maragoudakis

116 papers A* 1A 3B 13C 4Misc 6Journal 37Unranked 52

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Designing and Regularizing Deep CNN Architectures for Dog Versus Cat Image Classification. NiDS (1) Athanasios Kanavos, Gerasimos Vonitsanos, Manolis Maragoudakis, Phivos Mylonas
2025	B	`conf`	Do Deeper Layers Explain Better? An LID-Based Study of Transformer Explainability. IEEE Big Data Nikolaos Roufas, Athanasios Kanavos, Ioannis Karamitsos, Khalil Al-Hussaeni, Manolis Maragoudakis
2025	J	`jnl`	Enhancing User Experiences in Digital Marketing Through Machine Learning: Cases, Trends, and Challenges. Comput. Alexios Kaponis, Manolis Maragoudakis, Konstantinos Chrysanthos Sofianos
2025	J	`jnl`	Evaluating Faithfulness in Agentic RAG Systems for e-Governance Applications Using LLM-Based Judging Frameworks. Big Data Cogn. Comput. George Papageorgiou, Vangelis Sarlis, Manolis Maragoudakis, Ioannis Magnisalis, Christos Tjortjis
2025	—	`conf`	Fine-Tuning BERT for Robust Sentiment Classification of IMDb Reviews. AIAI Workshops (2) Orestis Papadimitriou, Khalil Al-Hussaeni, Ioannis Karamitsos, Manolis Maragoudakis
2025	—	`conf`	Integrating Artificial Intelligence and Digital Tools to Enhance Learning and Accessibility in Music Education. AIAI (3) Konstantinos Chrysanthos Sofianos, Michalis Stefanidakis, Manolis Maragoudakis, Alexios Kaponis, Anastasia Georgaki, Linas Bukauskas
2025	J	`jnl`	Optimized Neural Network Architectures for Brain Tumor Classification and Precision Medicine. Int. J. Artif. Intell. Tools Orestis Papadimitriou, Athanasios Kanavos, Manolis Maragoudakis, Ioannis Karamitsos
2025	—	`conf`	Thyroid Nodule Classification Using Convolutional Neural Networks in Ultrasound Imaging. AIAI Workshops (2) Athanasios Kanavos, Ioannis Karamitsos, Manolis Maragoudakis
2024	—	`conf`	A Comparative Study of Sentiment Analysis on Twitter and Reddit Using Deep Learning Techniques. ICACS Orestis Papadimitriou, Athanasios Kanavos, Manolis Maragoudakis, Vassilis C. Gerogiannis
2024	—	`conf`	Advanced CNN Architectures for Improved Garbage Image Classification: An In-depth Evaluation. SEEDA-CECNSM Athanasios Kanavos, Orestis Papadimitriou, Gerasimos Vonitsanos, Manolis Maragoudakis, Phivos Mylonas
2024	—	`conf`	Advancing Sentiment Analysis of IMDB Movie Reviews with a Hybrid Multinomial Naive Bayes and LSTM Approach. NiDS Orestis Papadimitriou, Athanasios Kanavos, Gerasimos Vonitsanos, Manolis Maragoudakis, Phivos Mylonas
2024	B	`conf`	Analyzing Deep Learning Techniques in Natural Scene Image Classification. IEEE Big Data Athanasios Kanavos, Orestis Papadimitriou, Khalil Al-Hussaeni, Ioannis Karamitsos, Manolis Maragoudakis
2024	—	`conf`	Enhancing Emotion Classification with a Hybrid BERT and CNN Architecture. SMAP Orestis Papadimitriou, Athanasios Kanavos, Gerasimos Vonitsanos, Manolis Maragoudakis, Panagiotis Karkazis, Phivos Mylonas
2024	J	`jnl`	Real-Time Detection of Face Mask Usage Using Convolutional Neural Networks. Comput. Athanasios Kanavos, Orestis Papadimitriou, Khalil Al-Hussaeni, Manolis Maragoudakis, Ioannis Karamitsos
2023	—	`conf`	Advancing Weather Image Classification Using Deep Convolutional Neural Networks. SMAP Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis
2023	—	`conf`	Automated Pneumonia Detection from Chest X-Ray Images Using Deep Convolutional Neural Networks. IISA Orestis Papadimitriou, Athanasios Kanavos, Manolis Maragoudakis
2023	—	`conf`	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 Alexios Kaponis, Alexios A. Kaponis, Manolis Maragoudakis
2023	—	`conf`	Classification of Alzheimer's Disease Subjects from MRI Using Deep Convolutional Neural Networks. NiDS (2) Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis
2023	—	`conf`	Enhancing COVID-19 Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks. SMAP Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis
2023	B	`conf`	Enhancing Disease Diagnosis: A CNN-Based Approach for Automated White Blood Cell Classification. IEEE Big Data Athanasios Kanavos, Orestis Papadimitriou, Alexios Kaponis, Manolis Maragoudakis
2023	—	`conf`	Enhancing Sign Language Recognition Using Deep Convolutional Neural Networks. IISA Athanasios Kanavos, Orestis Papadimitriou, Phivos Mylonas, Manolis Maragoudakis
2023	J	`jnl`	In silico antibody-peptide epitope prediction for personalized cancer therapy. Frontiers Appl. Math. Stat. Ivan Jacobs, Lim Chwee Ming, Jamie Mong, Manolis Maragoudakis, Nishant Malik
2022	J	`jnl`	Assisting Educational Analytics with AutoML Functionalities. Comput. Spyridon Garmpis, Manolis Maragoudakis, Aristogiannis Garmpis
2022	—	`conf`	Breast Cancer Classification of Histopathological Images using Deep Convolutional Neural Networks. SEEDA-CECNSM Athanasios Kanavos, Efstratios Kolovos, Orestis Papadimitriou, Manolis Maragoudakis
2022	—	`conf`	Data Analysis in Digital Marketing using Machine learning and Artificial Intelligence Techniques, Ethical and Legal Dimensions, State of the Art. SETN Alexios Kaponis, Manolis Maragoudakis
2022	J	`jnl`	Deep learning for fake news detection on Twitter regarding the 2019 Hong Kong protests. Neural Comput. Appl. Alexandros Dimitrios Zervopoulos, Aikaterini Georgia Alvanou, Konstantinos Bezas, Asterios Papamichail, Manolis Maragoudakis, Katia Kermanidis
2022	—	`conf`	Efficient comparison of sentence embeddings. SETN Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis
2022	J	`jnl`	Efficient comparison of sentence embeddings. CoRR Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis
2022	—	`conf`	Knowledge-driven Unsupervised Skills Extraction for Graph-based Talent Matching. SETN Ioannis Konstantinidis, Manolis Maragoudakis, Ioannis Magnisalis, Christos Berberidis, Vassilios Peristeras
2021	—	`conf`	Forecasting Winter Precipitation based on Weather Sensors Data in Apache Spark. IISA Andreas Kanavos, Theodor Panagiotakopoulos, Gerasimos Vonitsanos, Manolis Maragoudakis, Yiannis Kiouvrekis
2021	—	`conf`	Issues and Challenges associated with Blockchain in Smart Cities. SMAP Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Manolis Maragoudakis, Phivos Mylonas
2021	J	`jnl`	PPDM-TAN: A Privacy-Preserving Multi-Party Classifier. Comput. Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou
2020	J	`jnl`	A Skyline-Based Decision Boundary Estimation Method for Binominal Classification in Big Data. Comput. Christos Kalyvas, Manolis Maragoudakis
2020	—	`conf`	A Skyline-based Decision Boundary Estimation Method for Binominal Classification in Big Data. SEEDA-CECNSM Christos Kalyvas, Manolis Maragoudakis
2020	J	`jnl`	Bayesian feature construction for the improvement of classification performance. Int. J. Data Anal. Tech. Strateg. Manolis Maragoudakis
2020	—	`conf`	Fake News Detection Regarding the Hong Kong Events from Tweets. AIAI (Workshops) Maria Nefeli Nikiforos, Spiridon Vergis, Andreana Stylidou, Nikolaos Augoustis, Katia Lida Kermanidis, Manolis Maragoudakis
2020	—	`conf`	Hong Kong Protests: Using Natural Language Processing for Fake News Detection on Twitter. AIAI (2) Alexandros Dimitrios Zervopoulos, Aikaterini Georgia Alvanou, Konstantinos Bezas, Asterios Papamichail, Manolis Maragoudakis, Katia Kermanidis
2020	—	`conf`	PP-TAN: a Privacy Preserving Multi-party Tree Augmented Naive Bayes Classifier. SEEDA-CECNSM Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou
2020	—	`conf`	Using Government Data and Machine Learning for Predicting Firms' Vulnerability to Economic Crisis. EGOV Euripidis N. Loukis, Niki Kyriakou, Manolis Maragoudakis
2019	J	`jnl`	Data Analysis, Simulation and Visualization for Environmentally Safe Maritime Data. Algorithms Manolis Maragoudakis
2019	J	`jnl`	Digital storytelling for good with Tappetina game. Entertain. Comput. Javier Gómez, Letizia Jaccheri, Manolis Maragoudakis, Kshitij Sharma
2019	—	`conf`	Economic Crisis Policy Analytics Based on Artificial Intelligence. EGOV Euripidis N. Loukis, Manolis Maragoudakis, Niki Kyriakou
2019	J	`jnl`	Skyline and reverse skyline query processing in SpatialHadoop. Data Knowl. Eng. Christos Kalyvas, Manolis Maragoudakis
2018	J	`jnl`	Machine learning for water bodies identification from satellite images. Int. J. Data Min. Model. Manag. Konstantinos Kontos, Manolis Maragoudakis
2018	J	`jnl`	Measuring the Impact of Financial News and Social Media on Stock Market Modeling Using Time Series Mining Techniques. Algorithms Foteini Kollintza-Kyriakoulia, Manolis Maragoudakis, Anastasia Krithara
2018	—	`conf`	Sports & Nutrition Data Science using Gradient Boosting Machines. SETN Antonios Pantazopoulos, Manolis Maragoudakis
2017	J	`jnl`	A Novel, Gradient Boosting Framework for Sentiment Analysis in Languages where NLP Resources Are Not Plentiful: A Case Study for Modern Greek. Algorithms Vasileios Athanasiou, Manolis Maragoudakis
2017	—	`conf`	Europe in the shadow of financial crisis: Policy Making via Stance Classification. HICSS Lefkothea Spiliotopoulou, Dimitrios Damopoulos, Yannis Charalabidis, Manolis Maragoudakis, Stefanos Gritzalis
2017	J	`jnl`	Method and apparatus for automatic text input insertion in digital devices with a restricted number of keys. CoRR Nikolaos K. Tselios, Manolis Maragoudakis
2017	—	`conf`	Prediction of Propensity for Enterprise Cloud Computing Adoption. HICSS Niki Kyriakou, Manolis Maragoudakis, Euripidis N. Loukis, Marinos Themistocleous
2016	J	`jnl`	A biology-inspired, data mining framework for extracting patterns in sexual cyberbullying data. Knowl. Based Syst. Nektaria Potha, Manolis Maragoudakis, Dimitrios P. Lyras
2016	J	`jnl`	A novel approach for visual data mining in Twitter micro-blogging platform. Int. J. Soc. Netw. Min. Manolis Maragoudakis, Ioannis Markou
2016	Misc	`conf`	Dealing with High Dimensional Sentiment Data Using Gradient Boosting Machines. AIAI Vasileios Athanasiou, Manolis Maragoudakis
2015	—	`conf`	House of Ads: a Multiplayer Action Game for Annotating Ad Video Content. EANN Workshops Katia Lida Kermanidis, Manolis Maragoudakis, Spyros Vosinakis
2015	—	`conf`	Opinion Mining and Sentiment Analysis in Policy Formulation Initiatives: The EU-Community Approach. ePart Yannis Charalabidis, Manolis Maragoudakis, Euripidis N. Loukis
2015	—	`conf`	The "EU Community" Project - Coupling the Power of Data with Community Expertise. EEPM@eGOV 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
2015	C	`conf`	Time Series Forecasting in Cyberbullying Data. EANN Nektaria Potha, Manolis Maragoudakis
2015	J	`jnl`	Using financial news articles with minimal linguistic resources to forecast stock behaviour. Int. J. Data Min. Model. Manag. Euangelos Linardos, Katia Lida Kermanidis, Manolis Maragoudakis
2014	—	`conf`	Cyberbullying Detection using Time Series Modeling. ICDM Workshops Nektaria Potha, Manolis Maragoudakis
2014	—	`conf`	Extracting Knowledge from Collaboratively Annotated Ad Video Content. AIAI (Workshops) Manolis Maragoudakis, Katia Lida Kermanidis, Spyros Vosinakis
2014	J	`jnl`	Heart sound screening in real-time assistive environments through MCMC Bayesian data mining. Univers. Access Inf. Soc. Manolis Maragoudakis, Euripidis N. Loukis
2014	J	`jnl`	Privacy Preserving Data Mining Using Radial Basis Functions on Horizontally Partitioned Databases in the Malicious Model. Int. J. Artif. Intell. Tools Alexandros Panteli, Manolis Maragoudakis, Stefanos Gritzalis
2013	Misc	`conf`	Breast Cancer Detection in Mammogram Medical Images with Data Mining Techniques. AIAI Konstantinos Kontos, Manolis Maragoudakis
2013	Misc	`conf`	Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion. AIAI Katia Kermanidis, Manolis Maragoudakis, Spyros Vosinakis, Nikos Exadaktylos
2013	—	`conf`	On Mining Opinions from Social Media. EANN (1) Vicky Politopoulou, Manolis Maragoudakis
2013	J	`jnl`	Political sentiment analysis of tweets before and after the Greek elections of May 2012. Int. J. Soc. Netw. Min. Katia Lida Kermanidis, Manolis Maragoudakis
2012	J	`jnl`	Bayesian Retrieval using a Similarity-Based Lemmatizer. Int. J. Artif. Intell. Tools Manolis Maragoudakis, Dimitrios P. Lyras, Kyriakos N. Sgarbas
2012	—	`conf`	Player Modeling Using HOSVD towards Dynamic Difficulty Adjustment in Videogames. AIAI (2) Kostas Anagnostou, Manolis Maragoudakis
2012	B	`conf`	Privacy Preservation by k-Anonymization of Weighted Social Networks. ASONAM Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou, Hannu Toivonen, Pirjo Moen
2012	—	`conf`	Privacy preserving neural networks in iris signature feature extraction. PETRA Egidijus Paliulis, Manolis Maragoudakis, Alexandros Panteli
2012	J	`jnl`	Using Ensemble Random Forests for the extraction and exploitation of knowledge on gas turbine blading faults identification. OR Insight Manolis Maragoudakis, Euripidis N. Loukis
2011	Misc	`conf`	A Random Forests Text Transliteration System for Greek Digraphia. AIAI Alexandros Panteli, Manolis Maragoudakis
2011	—	`conf`	A Review of Opinion Mining Methods for Analyzing Citizens' Contributions in Public Policy Debate. ePart Manolis Maragoudakis, Euripidis N. Loukis, Yannis Charalabidis
2011	J	`jnl`	A medical ontology for intelligent web-based skin lesions image retrieval. Health Informatics J. Manolis Maragoudakis, Ilias Maglogiannis
2011	—	`conf`	MCMC Bayesian inference for heart sounds screening in assistive environments. PETRA Manolis Maragoudakis, Euripidis N. Loukis
2011	J	`jnl`	Mining query-logs towards learning useful kick-off ontologies: an incentive to semantic web content creation. Int. J. Knowl. Eng. Data Min. Konstantinos Kotis, Andreas Papasalouros, Manolis Maragoudakis
2011	B	`conf`	Privacy Preserving Tree Augmented Naïve Bayesian Multi-party Implementation on Horizontally Partitioned Databases. TrustBus Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou
2011	J	`jnl`	Swarm intelligence in intrusion detection: A survey. Comput. Secur. Constantinos Kolias, Georgios Kambourakis, Manolis Maragoudakis
2010	—	`conf`	Automated Aortic and Mitral Valves Diseases Diagnosis from Heart Sound Signals Using Novel Ensemble Classification Techniques. ICTAI (2) Manolis Maragoudakis, Euripidis N. Loukis
2010	—	`conf`	Heart murmurs identification using random forests in assistive environments. PETRA Euripidis N. Loukis, Manolis Maragoudakis
2010	Misc	`conf`	Towards Stock Market Data Mining Using Enriched Random Forests from Textual Resources and Technical Indicators. AIAI Manolis Maragoudakis, Dimitrios N. Serpanos
2009	J	`jnl`	Accurate and large-scale privacy-preserving data mining using the election paradigm. Data Knowl. Eng. Emmanouil Magkos, Manolis Maragoudakis, Vassilios Chrissikopoulos, Stefanos Gritzalis
2009	—	`conf`	Data Mining for Player Modeling in Videogames. Panhellenic Conference on Informatics Kostas Anagnostou, Manolis Maragoudakis
2009	J	`jnl`	Preference Learning for Cognitive Modeling: A Case Study on Entertainment Preferences. IEEE Trans. Syst. Man Cybern. Part A Georgios N. Yannakakis, Manolis Maragoudakis, John Hallam
2008	C	`conf`	A medical, description logic based, ontology for skin lesion images. BIBE Manolis Maragoudakis, Ilias Maglogiannis, Dimitrios Lymberopoulos
2008	C	`conf`	Accuracy in Privacy-Preserving Data Mining Using the Paradigm of Cryptographic Elections. Privacy in Statistical Databases Emmanouil Magkos, Manolis Maragoudakis, Vassilios Chrissikopoulos, Stefanos Gritzalis
2008	B	`conf`	Eksairesis: A Domain-Adaptable System for Ontology Building from Unstructured Text. LREC Katia Kermanidis, Aristomenis Thanopoulos, Manolis Maragoudakis, Nikos Fakotakis
2008	A	`conf`	Gas Turbine Fault Diagnosis using Random Forests. ECAI Manolis Maragoudakis, Euripidis N. Loukis, Panayotis-Prodromos Pantelides
2008	J	`jnl`	Intelligent - Miner: The Conceptual and Architectural Design of a Web Based Data Mining Service. e Minds Int. J. Hum. Comput. Interact. Christos Fidas, Manolis Maragoudakis, Nikolaos M. Avouris
2008	J	`jnl`	Learning verb complements for Modern Greek: balancing the noisy dataset. Nat. Lang. Eng. Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George K. Kokkinakis
2008	C	`conf`	Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks. ADMA Manolis Maragoudakis, Nikolaos Cosmas, Aristogiannis Garbis
2007	—	`conf`	A Bayesian Network Model for Information Retrieval from Greek Texts. ICTAI (2) Manolis Maragoudakis
2007	J	`jnl`	MeteoBayes: Effective Plan Recognition in a Weather Dialogue System. IEEE Intell. Syst. Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis
2006	—	`conf`	Bayesian Feature Construction. SETN Manolis Maragoudakis, Nikos Fakotakis
2006	B	`conf`	Dealing with Imbalanced Data using Bayesian Techniques. LREC Manolis Maragoudakis, Katia Kermanidis, Aristogiannis Garbis, Nikos Fakotakis
2006	J	`jnl`	Enhancing User Support in Open Problem Solving Environments through Bayesian Network Inference Techniques. J. Educ. Technol. Soc. Nikolaos K. Tselios, Adrian G. Stoica, Manolis Maragoudakis, Nikolaos M. Avouris, Vassilis Komis
2005	J	`jnl`	Bayesian Induction of Verb Sub-categorization Frames in Imbalanced Heterogeneous Data. J. Quant. Linguistics Manolis Maragoudakis, Katia Kermanidis, Alexandros Tasikas, Nikos Fakotakis, George K. Kokkinakis
2005	—	`conf`	Player Modeling Impact on Player's Entertainment in Computer Games. User Modeling Georgios N. Yannakakis, Manolis Maragoudakis
2004	B	`conf`	A Bayesian Model for Shallow Syntactic Parsing of Natural Language Texts. LREC Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis
2004	—	`conf`	Bayesian Reinforcement for a Probabilistic Neural Net Part-of-Speech Tagger. TSD Manolis Maragoudakis, Todor Ganchev, Nikos Fakotakis
2004	B	`conf`	Bayesian Semantics Incorporation to Web Content for Natural Language Information Retrieval. LREC Manolis Maragoudakis, Nikos Fakotakis
2004	J	`jnl`	Domain knowledge acquisition and plan recognition by probabilistic reasoning. Int. J. Artif. Intell. Tools Manolis Maragoudakis, Aristomenis Thanopoulos, Kyriakos N. Sgarbas, Nikos Fakotakis
2004	B	`conf`	Learning Greek Verb Complements: Addressing the Class Imbalance. COLING Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis
2004	B	`conf`	Learning to Predict Pitch Accents Using Bayesian Belief Networks for Greek Language. LREC Panagiotis Zervas, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis
2003	—	`conf`	A Data-Driven Framework for Intonational Phrase Break Prediction. TSD Manolis Maragoudakis, Panagiotis Zervas, Nikos Fakotakis, George K. Kokkinakis
2003	A	`conf`	Bayesian induction of intonational phrase breaks. INTERSPEECH Panagiotis Zervas, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis
2003	B	`conf`	Domain Knowledge Acquisition and Plan Recognition by Probabilistic Reasoning. KES Manolis Maragoudakis, Aristomenis Thanopoulos, Kyriakos N. Sgarbas, Nikos Fakotakis
2003	—	`conf`	User Modeling and Plan Recognition under Conditions of Uncertainty. TSD Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis
2002	B	`conf`	Combining Bayesian and Support Vector Machines Learning to automatically complete Syntactical Information for HPSG-like Formalisms. LREC Manolis Maragoudakis, Katia Kermanidis, Nikos Fakotakis, George Kokkinakis
2002	—	`conf`	Improving SMS Usability Using Bayesian Networks. SETN Manolis Maragoudakis, Nikolaos K. Tselios, Nikos Fakotakis, Nikolaos M. Avouris
2002	Misc	`conf`	Improving handwritten character segmentation by incorporating Bayesian knowledge with Support Vector Machines. ICASSP Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis
2002	—	`conf`	Incorporating Conditional Independence Assumption with Support Vector Machines to Enhance Handwritten Character Segmentation Performance. ICPR (3) Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis
2002	—	`conf`	Statistical Decision Making from Text and Dialogue Corpora for Effective Plan Recognition. TSD Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis
2001	A	`conf`	How Conditional Independence Assumption Affects Handwritten Character Segmentation. ICDAR Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis, George K. Kokkinakis
2001	—	`conf`	Influence of Conditional Independence Assumption on Verb Subcategorization Detection. TSD Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George K. Kokkinakis
2001	A*	`conf`	Learning Automatic Acquisition of Subcategorization Frames Using Bayesian Inference and Support Vector Machines. ICDM Manolis Maragoudakis, Katia Kermanidis, Nikos Fakotakis, George K. Kokkinakis