How Conditional Independence Assumption Affects Handwritten Character Segmentation. - Manolis Maragoudakis; Ergina Kavallieratou; Nikos Fakotakis; George K. Kokkinakis (ICDAR, 2001)

Learning Automatic Acquisition of Subcategorization Frames Using Bayesian Inference and Support Vector Machines. - Manolis Maragoudakis; Katia Kermanidis; Nikos Fakotakis; George K. Kokkinakis (ICDM, 2001)

Influence of Conditional Independence Assumption on Verb Subcategorization Detection. - Katia Kermanidis; Manolis Maragoudakis; Nikos Fakotakis; George K. Kokkinakis (TSD, 2001)

Improving handwritten character segmentation by incorporating Bayesian knowledge with Support Vector Machines. - Manolis Maragoudakis; Ergina Kavallieratou; Nikos Fakotakis (ICASSP, 2002)

Incorporating Conditional Independence Assumption with Support Vector Machines to Enhance Handwritten Character Segmentation Performance. - Manolis Maragoudakis; Ergina Kavallieratou; Nikos Fakotakis (ICPR (3), 2002)

Combining Bayesian and Support Vector Machines Learning to automatically complete Syntactical Information for HPSG-like Formalisms. - Manolis Maragoudakis; Katia Kermanidis; Nikos Fakotakis; George Kokkinakis (LREC, 2002)

Improving SMS Usability Using Bayesian Networks. - Manolis Maragoudakis; Nikolaos K. Tselios; Nikos Fakotakis; Nikolaos M. Avouris (SETN, 2002)

Statistical Decision Making from Text and Dialogue Corpora for Effective Plan Recognition. - Manolis Maragoudakis; Aristomenis Thanopoulos; Nikos Fakotakis (TSD, 2002)

Bayesian induction of intonational phrase breaks. - Panagiotis Zervas 002; Manolis Maragoudakis; Nikos Fakotakis; George Kokkinakis (INTERSPEECH, 2003)

User Modeling and Plan Recognition under Conditions of Uncertainty. - Manolis Maragoudakis; Aristomenis Thanopoulos; Nikos Fakotakis (TSD, 2003)

A Data-Driven Framework for Intonational Phrase Break Prediction. - Manolis Maragoudakis; Panagiotis Zervas 002; Nikos Fakotakis; George K. Kokkinakis (TSD, 2003)

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

Bayesian Semantics Incorporation to Web Content for Natural Language Information Retrieval. - Manolis Maragoudakis; Nikos Fakotakis (LREC, 2004)

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

Learning to Predict Pitch Accents Using Bayesian Belief Networks for Greek Language. - Panagiotis Zervas 002; Manolis Maragoudakis; Nikos Fakotakis; George Kokkinakis (LREC, 2004)

Bayesian Reinforcement for a Probabilistic Neural Net Part-of-Speech Tagger. - Manolis Maragoudakis; Todor Ganchev; Nikos Fakotakis (TSD, 2004)

Domain knowledge acquisition and plan recognition by probabilistic reasoning. - Manolis Maragoudakis; Aristomenis Thanopoulos; Kyriakos N. Sgarbas; Nikos Fakotakis (Int. J. Artif. Intell. Tools, 2004)

Player Modeling Impact on Player's Entertainment in Computer Games. - Georgios N. Yannakakis; Manolis Maragoudakis (User Modeling, 2005)

Bayesian Induction of Verb Sub-categorization Frames in Imbalanced Heterogeneous Data. - Manolis Maragoudakis; Katia Kermanidis; Alexandros Tasikas; Nikos Fakotakis; George K. Kokkinakis (J. Quant. Linguistics, 2005)

Dealing with Imbalanced Data using Bayesian Techniques. - Manolis Maragoudakis; Katia Kermanidis; Aristogiannis Garbis; Nikos Fakotakis (LREC, 2006)

Bayesian Feature Construction. - Manolis Maragoudakis; Nikos Fakotakis (SETN, 2006)

Enhancing User Support in Open Problem Solving Environments through Bayesian Network Inference Techniques. - Nikolaos K. Tselios; Adrian G. Stoica; Manolis Maragoudakis; Nikolaos M. Avouris; Vassilis Komis (J. Educ. Technol. Soc., 2006)

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

MeteoBayes: Effective Plan Recognition in a Weather Dialogue System. - Manolis Maragoudakis; Aristomenis Thanopoulos; Nikos Fakotakis (IEEE Intell. Syst., 2007)

Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks. - Manolis Maragoudakis; Nikolaos Cosmas; Aristogiannis Garbis (ADMA, 2008)

A medical, description logic based, ontology for skin lesion images. - Manolis Maragoudakis; Ilias Maglogiannis; Dimitrios Lymberopoulos (BIBE, 2008)

Gas Turbine Fault Diagnosis using Random Forests. - Manolis Maragoudakis; Euripidis N. Loukis; Panayotis-Prodromos Pantelides (ECAI, 2008)

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

Accuracy in Privacy-Preserving Data Mining Using the Paradigm of Cryptographic Elections. - Emmanouil Magkos; Manolis Maragoudakis; Vassilios Chrissikopoulos; Stefanos Gritzalis (Privacy in Statistical Databases, 2008)

Intelligent - Miner: The Conceptual and Architectural Design of a Web Based Data Mining Service. - Christos Fidas; Manolis Maragoudakis; Nikolaos M. Avouris (e Minds Int. J. Hum. Comput. Interact., 2008)

Learning verb complements for Modern Greek: balancing the noisy dataset. - Katia Kermanidis; Manolis Maragoudakis; Nikos Fakotakis; George K. Kokkinakis (Nat. Lang. Eng., 2008)

Data Mining for Player Modeling in Videogames. - Kostas Anagnostou; Manolis Maragoudakis (Panhellenic Conference on Informatics, 2009)

Accurate and large-scale privacy-preserving data mining using the election paradigm. - Emmanouil Magkos; Manolis Maragoudakis; Vassilios Chrissikopoulos; Stefanos Gritzalis (Data Knowl. Eng., 2009)

Preference Learning for Cognitive Modeling: A Case Study on Entertainment Preferences. - Georgios N. Yannakakis; Manolis Maragoudakis; John Hallam (IEEE Trans. Syst. Man Cybern. Part A, 2009)

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

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

Heart murmurs identification using random forests in assistive environments. - Euripidis N. Loukis; Manolis Maragoudakis (PETRA, 2010)

A Review of Opinion Mining Methods for Analyzing Citizens' Contributions in Public Policy Debate. - Manolis Maragoudakis; Euripidis N. Loukis; Yannis Charalabidis (ePart, 2011)

A Random Forests Text Transliteration System for Greek Digraphia. - Alexandros Panteli; Manolis Maragoudakis (AIAI, 2011)

MCMC Bayesian inference for heart sounds screening in assistive environments. - Manolis Maragoudakis; Euripidis N. Loukis (PETRA, 2011)

Privacy Preserving Tree Augmented Naïve Bayesian Multi-party Implementation on Horizontally Partitioned Databases. - Maria Eleni Skarkala; Manolis Maragoudakis; Stefanos Gritzalis; Lilian Mitrou (TrustBus, 2011)

Swarm intelligence in intrusion detection: A survey. - Constantinos Kolias; Georgios Kambourakis; Manolis Maragoudakis (Comput. Secur., 2011)

A medical ontology for intelligent web-based skin lesions image retrieval. - Manolis Maragoudakis; Ilias Maglogiannis (Health Informatics J., 2011)

Mining query-logs towards learning useful kick-off ontologies: an incentive to semantic web content creation. - Konstantinos Kotis; Andreas Papasalouros; Manolis Maragoudakis (Int. J. Knowl. Eng. Data Min., 2011)

Privacy Preservation by k-Anonymization of Weighted Social Networks. - Maria Eleni Skarkala; Manolis Maragoudakis; Stefanos Gritzalis; Lilian Mitrou; Hannu Toivonen; Pirjo Moen (ASONAM, 2012)

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

Privacy preserving neural networks in iris signature feature extraction. - Egidijus Paliulis; Manolis Maragoudakis; Alexandros Panteli (PETRA, 2012)

Bayesian Retrieval using a Similarity-Based Lemmatizer. - Manolis Maragoudakis; Dimitrios P. Lyras; Kyriakos N. Sgarbas (Int. J. Artif. Intell. Tools, 2012)

Using Ensemble Random Forests for the extraction and exploitation of knowledge on gas turbine blading faults identification. - Manolis Maragoudakis; Euripidis N. Loukis (OR Insight, 2012)

On Mining Opinions from Social Media. - Vicky Politopoulou; Manolis Maragoudakis (EANN (1), 2013)

Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion. - Katia Kermanidis; Manolis Maragoudakis; Spyros Vosinakis; Nikos Exadaktylos (AIAI, 2013)

Breast Cancer Detection in Mammogram Medical Images with Data Mining Techniques. - Konstantinos Kontos; Manolis Maragoudakis (AIAI, 2013)

Political sentiment analysis of tweets before and after the Greek elections of May 2012. - Katia Lida Kermanidis; Manolis Maragoudakis (Int. J. Soc. Netw. Min., 2013)

Cyberbullying Detection using Time Series Modeling. - Nektaria Potha; Manolis Maragoudakis (ICDM Workshops, 2014)

Extracting Knowledge from Collaboratively Annotated Ad Video Content. - Manolis Maragoudakis; Katia Lida Kermanidis; Spyros Vosinakis (AIAI (Workshops), 2014)

Privacy Preserving Data Mining Using Radial Basis Functions on Horizontally Partitioned Databases in the Malicious Model. - Alexandros Panteli; Manolis Maragoudakis; Stefanos Gritzalis (Int. J. Artif. Intell. Tools, 2014)

Heart sound screening in real-time assistive environments through MCMC Bayesian data mining. - Manolis Maragoudakis; Euripidis N. Loukis (Univers. Access Inf. Soc., 2014)

House of Ads: a Multiplayer Action Game for Annotating Ad Video Content. - Katia Lida Kermanidis; Manolis Maragoudakis; Spyros Vosinakis (EANN Workshops, 2015)

Time Series Forecasting in Cyberbullying Data. - Nektaria Potha; Manolis Maragoudakis (EANN, 2015)

The "EU Community" Project - Coupling the Power of Data with Community Expertise. - 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; et al. (EEPM@eGOV, 2015)

Opinion Mining and Sentiment Analysis in Policy Formulation Initiatives: The EU-Community Approach. - Yannis Charalabidis; Manolis Maragoudakis; Euripidis N. Loukis (ePart, 2015)

Using financial news articles with minimal linguistic resources to forecast stock behaviour. - Euangelos Linardos; Katia Lida Kermanidis; Manolis Maragoudakis (Int. J. Data Min. Model. Manag., 2015)

Dealing with High Dimensional Sentiment Data Using Gradient Boosting Machines. - Vasileios Athanasiou 002; Manolis Maragoudakis (AIAI, 2016)

A novel approach for visual data mining in Twitter micro-blogging platform. - Manolis Maragoudakis; Ioannis Markou (Int. J. Soc. Netw. Min., 2016)

A biology-inspired, data mining framework for extracting patterns in sexual cyberbullying data. - Nektaria Potha; Manolis Maragoudakis; Dimitrios P. Lyras (Knowl. Based Syst., 2016)

Prediction of Propensity for Enterprise Cloud Computing Adoption. - Niki Kyriakou; Manolis Maragoudakis; Euripidis N. Loukis; Marinos Themistocleous (HICSS, 2017)

Europe in the shadow of financial crisis: Policy Making via Stance Classification. - Lefkothea Spiliotopoulou; Dimitrios Damopoulos; Yannis Charalabidis; Manolis Maragoudakis; Stefanos Gritzalis (HICSS, 2017)

A Novel, Gradient Boosting Framework for Sentiment Analysis in Languages where NLP Resources Are Not Plentiful: A Case Study for Modern Greek. - Vasileios Athanasiou 002; Manolis Maragoudakis (Algorithms, 2017)

Method and apparatus for automatic text input insertion in digital devices with a restricted number of keys. - Nikolaos K. Tselios; Manolis Maragoudakis (CoRR, 2017)

Sports & Nutrition Data Science using Gradient Boosting Machines. - Antonios Pantazopoulos; Manolis Maragoudakis (SETN, 2018)

Measuring the Impact of Financial News and Social Media on Stock Market Modeling Using Time Series Mining Techniques. - Foteini Kollintza-Kyriakoulia; Manolis Maragoudakis; Anastasia Krithara (Algorithms, 2018)

Machine learning for water bodies identification from satellite images. - Konstantinos Kontos; Manolis Maragoudakis (Int. J. Data Min. Model. Manag., 2018)

Economic Crisis Policy Analytics Based on Artificial Intelligence. - Euripidis N. Loukis; Manolis Maragoudakis; Niki Kyriakou (EGOV, 2019)

Data Analysis, Simulation and Visualization for Environmentally Safe Maritime Data. - Manolis Maragoudakis (Algorithms, 2019)

Skyline and reverse skyline query processing in SpatialHadoop. - Christos Kalyvas; Manolis Maragoudakis (Data Knowl. Eng., 2019)

Digital storytelling for good with Tappetina game. - Javier Gómez 002; Letizia Jaccheri; Manolis Maragoudakis; Kshitij Sharma (Entertain. Comput., 2019)

Using Government Data and Machine Learning for Predicting Firms' Vulnerability to Economic Crisis. - Euripidis N. Loukis; Niki Kyriakou; Manolis Maragoudakis (EGOV, 2020)

Fake News Detection Regarding the Hong Kong Events from Tweets. - Maria Nefeli Nikiforos; Spiridon Vergis; Andreana Stylidou; Nikolaos Augoustis; Katia Lida Kermanidis; Manolis Maragoudakis (AIAI (Workshops), 2020)

Hong Kong Protests: Using Natural Language Processing for Fake News Detection on Twitter. - Alexandros Dimitrios Zervopoulos; Aikaterini Georgia Alvanou; Konstantinos Bezas; Asterios Papamichail; Manolis Maragoudakis; Katia Kermanidis (AIAI (2), 2020)

PP-TAN: a Privacy Preserving Multi-party Tree Augmented Naive Bayes Classifier. - Maria Eleni Skarkala; Manolis Maragoudakis; Stefanos Gritzalis; Lilian Mitrou (SEEDA-CECNSM, 2020)

A Skyline-Based Decision Boundary Estimation Method for Binominal Classification in Big Data. - Christos Kalyvas; Manolis Maragoudakis (Comput., 2020)

Bayesian feature construction for the improvement of classification performance. - Manolis Maragoudakis (Int. J. Data Anal. Tech. Strateg., 2020)

Forecasting Winter Precipitation based on Weather Sensors Data in Apache Spark. - Andreas Kanavos; Theodor Panagiotakopoulos; Gerasimos Vonitsanos; Manolis Maragoudakis; Yiannis Kiouvrekis (IISA, 2021)

Issues and Challenges associated with Blockchain in Smart Cities. - Gerasimos Vonitsanos; Theodor Panagiotakopoulos; Andreas Kanavos; Manolis Maragoudakis; Phivos Mylonas (SMAP, 2021)

PPDM-TAN: A Privacy-Preserving Multi-Party Classifier. - Maria Eleni Skarkala; Manolis Maragoudakis; Stefanos Gritzalis; Lilian Mitrou (Comput., 2021)

Breast Cancer Classification of Histopathological Images using Deep Convolutional Neural Networks. - Athanasios Kanavos 001; Efstratios Kolovos; Orestis Papadimitriou; Manolis Maragoudakis (SEEDA-CECNSM, 2022)

Data Analysis in Digital Marketing using Machine learning and Artificial Intelligence Techniques, Ethical and Legal Dimensions, State of the Art. - Alexios Kaponis; Manolis Maragoudakis (SETN, 2022)

Knowledge-driven Unsupervised Skills Extraction for Graph-based Talent Matching. - Ioannis Konstantinidis 002; Manolis Maragoudakis; Ioannis Magnisalis; Christos Berberidis; Vassilios Peristeras (SETN, 2022)

Efficient comparison of sentence embeddings. - Spyros Zoupanos; Stratis Kolovos; Athanasios Kanavos 001; Orestis Papadimitriou; Manolis Maragoudakis (SETN, 2022)

Assisting Educational Analytics with AutoML Functionalities. - Spyridon Garmpis; Manolis Maragoudakis; Aristogiannis Garmpis (Comput., 2022)

Deep learning for fake news detection on Twitter regarding the 2019 Hong Kong protests. - Alexandros Dimitrios Zervopoulos; Aikaterini Georgia Alvanou; Konstantinos Bezas; Asterios Papamichail; Manolis Maragoudakis; Katia Kermanidis (Neural Comput. Appl., 2022)

Enhancing Disease Diagnosis: A CNN-Based Approach for Automated White Blood Cell Classification. - Athanasios Kanavos 001; Orestis Papadimitriou; Alexios Kaponis; Manolis Maragoudakis (IEEE Big Data, 2023)

Enhancing Sign Language Recognition Using Deep Convolutional Neural Networks. - Athanasios Kanavos 001; Orestis Papadimitriou; Phivos Mylonas; Manolis Maragoudakis (IISA, 2023)

Automated Pneumonia Detection from Chest X-Ray Images Using Deep Convolutional Neural Networks. - Orestis Papadimitriou; Athanasios Kanavos 001; Manolis Maragoudakis (IISA, 2023)

Classification of Alzheimer's Disease Subjects from MRI Using Deep Convolutional Neural Networks. - Orestis Papadimitriou; Athanasios Kanavos 001; Phivos Mylonas; Manolis Maragoudakis (NiDS (2), 2023)

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. - Alexios Kaponis; Alexios A. Kaponis; Manolis Maragoudakis (PETRA, 2023)

Enhancing COVID-19 Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks. - Athanasios Kanavos 001; Orestis Papadimitriou; Manolis Maragoudakis (SMAP, 2023)

Advancing Weather Image Classification Using Deep Convolutional Neural Networks. - Orestis Papadimitriou; Athanasios Kanavos 001; Phivos Mylonas; Manolis Maragoudakis (SMAP, 2023)

In silico antibody-peptide epitope prediction for personalized cancer therapy. - Ivan Jacobs; Lim Chwee Ming; Jamie Mong; Manolis Maragoudakis; Nishant Malik (Frontiers Appl. Math. Stat., 2023)

Analyzing Deep Learning Techniques in Natural Scene Image Classification. - Athanasios Kanavos 001; Orestis Papadimitriou; Khalil Al-Hussaeni; Ioannis Karamitsos; Manolis Maragoudakis (IEEE Big Data, 2024)

Advancing Sentiment Analysis of IMDB Movie Reviews with a Hybrid Multinomial Naive Bayes and LSTM Approach. - Orestis Papadimitriou; Athanasios Kanavos 001; Gerasimos Vonitsanos; Manolis Maragoudakis; Phivos Mylonas (NiDS, 2024)

Advanced CNN Architectures for Improved Garbage Image Classification: An In-depth Evaluation. - Athanasios Kanavos 001; Orestis Papadimitriou; Gerasimos Vonitsanos; Manolis Maragoudakis; Phivos Mylonas (SEEDA-CECNSM, 2024)

Enhancing Emotion Classification with a Hybrid BERT and CNN Architecture. - Orestis Papadimitriou; Athanasios Kanavos 001; Gerasimos Vonitsanos; Manolis Maragoudakis; Panagiotis Karkazis; Phivos Mylonas (SMAP, 2024)

Real-Time Detection of Face Mask Usage Using Convolutional Neural Networks. - Athanasios Kanavos 001; Orestis Papadimitriou; Khalil Al-Hussaeni; Manolis Maragoudakis; Ioannis Karamitsos (Comput., 2024)

Thyroid Nodule Classification Using Convolutional Neural Networks in Ultrasound Imaging. - Athanasios Kanavos 001; Ioannis Karamitsos; Manolis Maragoudakis (AIAI Workshops (2), 2025)

Fine-Tuning BERT for Robust Sentiment Classification of IMDb Reviews. - Orestis Papadimitriou; Khalil Al-Hussaeni; Ioannis Karamitsos; Manolis Maragoudakis (AIAI Workshops (2), 2025)