| 2025 | AIAI | Thyroid Nodule Classification Using Convolutional Neural Networks in Ultrasound Imaging. | Athanasios Kanavos, Ioannis Karamitsos, Manolis Maragoudakis |
| 2025 | AIAI | Fine-Tuning BERT for Robust Sentiment Classification of IMDb Reviews. | Orestis Papadimitriou, Khalil Al-Hussaeni, Ioannis Karamitsos, Manolis Maragoudakis |
| 2025 | AIAI | Integrating Artificial Intelligence and Digital Tools to Enhance Learning and Accessibility in Music Education. | Konstantinos Chrysanthos Sofianos, Michalis Stefanidakis, Manolis Maragoudakis, Alexios Kaponis, Anastasia Georgaki, Linas Bukauskas |
| 2015 | EANN | House of Ads: a Multiplayer Action Game for Annotating Ad Video Content. | Katia Lida Kermanidis, Manolis Maragoudakis, Spyros Vosinakis |
| 2015 | EANN | Time Series Forecasting in Cyberbullying Data. | Nektaria Potha, Manolis Maragoudakis |
| 2014 | ICDM | Cyberbullying Detection using Time Series Modeling. | Nektaria Potha, Manolis Maragoudakis |
| 2013 | EANN | On Mining Opinions from Social Media. | Vicky Politopoulou, Manolis Maragoudakis |
| 2011 | TrustBus | Privacy Preserving Tree Augmented Nave Bayesian Multi-party Implementation on Horizontally Partitioned Databases. | Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou |
| 2010 | ICTAI | Automated Aortic and Mitral Valves Diseases Diagnosis from Heart Sound Signals Using Novel Ensemble Classification Techniques. | Manolis Maragoudakis, Euripidis N. Loukis |
| 2008 | ADMA | Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks. | Manolis Maragoudakis, Nikolaos Cosmas, Aristogiannis Garbis |
| 2008 | BIBE | A medical, description logic based, ontology for skin lesion images. | Manolis Maragoudakis, Ilias Maglogiannis, Dimitrios Lymberopoulos |
| 2008 | ECAI | Gas Turbine Fault Diagnosis using Random Forests. | Manolis Maragoudakis, Euripidis N. Loukis, Panayotis-Prodromos Pantelides |
| 2008 | LREC | Eksairesis: A Domain-Adaptable System for Ontology Building from Unstructured Text. | Katia Kermanidis, Aristomenis Thanopoulos, Manolis Maragoudakis, Nikos Fakotakis |
| 2008 | PSD | Accuracy in Privacy-Preserving Data Mining Using the Paradigm of Cryptographic Elections. | Emmanouil Magkos, Manolis Maragoudakis, Vassilios Chrissikopoulos, Stefanos Gritzalis |
| 2007 | ICTAI | A Bayesian Network Model for Information Retrieval from Greek Texts. | Manolis Maragoudakis |
| 2006 | LREC | Dealing with Imbalanced Data using Bayesian Techniques. | Manolis Maragoudakis, Katia Kermanidis, Aristogiannis Garbis, Nikos Fakotakis |
| 2004 | COLING | Learning Greek Verb Complements: Addressing the Class Imbalance. | Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis |
| 2004 | LREC | Bayesian Semantics Incorporation to Web Content for Natural Language Information Retrieval. | Manolis Maragoudakis, Nikos Fakotakis |
| 2004 | LREC | A Bayesian Model for Shallow Syntactic Parsing of Natural Language Texts. | Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis |
| 2004 | LREC | Learning to Predict Pitch Accents Using Bayesian Belief Networks for Greek Language. | Panagiotis Zervas, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis |
| 2003 | Interspeech | Bayesian induction of intonational phrase breaks. | Panagiotis Zervas, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis |
| 2003 | KES | Domain Knowledge Acquisition and Plan Recognition by Probabilistic Reasoning. | Manolis Maragoudakis, Aristomenis Thanopoulos, Kyriakos N. Sgarbas, Nikos Fakotakis |
| 2002 | ICASSP | Improving handwritten character segmentation by incorporating Bayesian knowledge with Support Vector Machines. | Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis |
| 2002 | ICPR | Incorporating Conditional Independence Assumption with Support Vector Machines to Enhance Handwritten Character Segmentation Performance. | Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis |
| 2002 | LREC | Combining Bayesian and Support Vector Machines Learning to automatically complete Syntactical Information for HPSG-like Formalisms. | Manolis Maragoudakis, Katia Kermanidis, Nikos Fakotakis, George Kokkinakis |
| 2001 | ICDAR | How Conditional Independence Assumption Affects Handwritten Character Segmentation. | Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis, George K. Kokkinakis |
| 2001 | ICDM | Learning Automatic Acquisition of Subcategorization Frames Using Bayesian Inference and Support Vector Machines. | Manolis Maragoudakis, Katia Kermanidis, Nikos Fakotakis, George K. Kokkinakis |