Manolis Maragoudakis

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 40

Top Venues

Publications

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) (2024)
Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis
Classification of Alzheimer's Disease Subjects from MRI Using Deep Convolutional Neural Networks. NiDS (2) (2023)
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)
Orestis Papadimitriou, Athanasios Kanavos, Phivos Mylonas, Manolis Maragoudakis
Advancing Weather Image Classification Using Deep Convolutional Neural Networks. SMAP (2023)
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)
Athanasios Kanavos, Orestis Papadimitriou, Phivos Mylonas, Manolis Maragoudakis
Enhancing Sign Language Recognition Using Deep Convolutional Neural Networks. IISA (2023)
Orestis Papadimitriou, Athanasios Kanavos, Manolis Maragoudakis
Automated Pneumonia Detection from Chest X-Ray Images Using Deep Convolutional Neural Networks. IISA (2023)
Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis
Enhancing COVID-19 Diagnosis from Chest X-Ray Images Using Deep Convolutional Neural Networks. SMAP (2023)
Athanasios Kanavos, Orestis Papadimitriou, Alexios Kaponis, Manolis Maragoudakis
Enhancing Disease Diagnosis: A CNN-Based Approach for Automated White Blood Cell Classification. BigData (2023)
Ioannis Konstantinidis, Manolis Maragoudakis, Ioannis Magnisalis, Christos Berberidis, Vassilios Peristeras
Knowledge-driven Unsupervised Skills Extraction for Graph-based Talent Matching. SETN (2022)
Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis
Efficient comparison of sentence embeddings. CoRR (2022)
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) (2022)
Athanasios Kanavos, Efstratios Kolovos, Orestis Papadimitriou, Manolis Maragoudakis
Breast Cancer Classification of Histopathological Images using Deep Convolutional Neural Networks. SEEDA-CECNSM (2022)
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)
Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis
Efficient comparison of sentence embeddings. SETN (2022)
Spyridon Garmpis, Manolis Maragoudakis, Aristogiannis Garmpis
Assisting Educational Analytics with AutoML Functionalities. Comput. 11 (6) (2022)
Andreas Kanavos, Theodor Panagiotakopoulos, Gerasimos Vonitsanos, Manolis Maragoudakis, Yiannis Kiouvrekis
Forecasting Winter Precipitation based on Weather Sensors Data in Apache Spark. IISA (2021)
Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou
PPDM-TAN: A Privacy-Preserving Multi-Party Classifier. Comput. 9 (1) (2021)
Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Manolis Maragoudakis, Phivos Mylonas
Issues and Challenges associated with Blockchain in Smart Cities. SMAP (2021)
Euripidis N. Loukis, Niki Kyriakou, Manolis Maragoudakis
Using Government Data and Machine Learning for Predicting Firms' Vulnerability to Economic Crisis. EGOV (2020)
Manolis Maragoudakis
Bayesian feature construction for the improvement of classification performance. Int. J. Data Anal. Tech. Strateg. 12 (1) (2020)
Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou
PP-TAN: a Privacy Preserving Multi-party Tree Augmented Naive Bayes Classifier. SEEDA-CECNSM (2020)
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)
Christos Kalyvas, Manolis Maragoudakis
A Skyline-based Decision Boundary Estimation Method for Binominal Classification in Big Data. SEEDA-CECNSM (2020)
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)
Christos Kalyvas, Manolis Maragoudakis
A Skyline-Based Decision Boundary Estimation Method for Binominal Classification in Big Data. Comput. 8 (3) (2020)
Christos Kalyvas, Manolis Maragoudakis
Skyline and reverse skyline query processing in SpatialHadoop. Data Knowl. Eng. 122 (2019)
Javier Gómez, Letizia Jaccheri, Manolis Maragoudakis, Kshitij Sharma
Digital storytelling for good with Tappetina game. Entertain. Comput. 30 (2019)
Euripidis N. Loukis, Manolis Maragoudakis, Niki Kyriakou
Economic Crisis Policy Analytics Based on Artificial Intelligence. EGOV (2019)
Manolis Maragoudakis
Data Analysis, Simulation and Visualization for Environmentally Safe Maritime Data. Algorithms 12 (1) (2019)
Antonios Pantazopoulos, Manolis Maragoudakis
Sports & Nutrition Data Science using Gradient Boosting Machines. SETN (2018)
Konstantinos Kontos, Manolis Maragoudakis
Machine learning for water bodies identification from satellite images. Int. J. Data Min. Model. Manag. 10 (3) (2018)
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) (2018)
Lefkothea Spiliotopoulou, Dimitrios Damopoulos, Yannis Charalabidis, Manolis Maragoudakis, Stefanos Gritzalis
Europe in the shadow of financial crisis: Policy Making via Stance Classification. HICSS (2017)
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) (2017)
Nikolaos K. Tselios, Manolis Maragoudakis
Method and apparatus for automatic text input insertion in digital devices with a restricted number of keys. CoRR (2017)
Niki Kyriakou, Manolis Maragoudakis, Euripidis N. Loukis, Marinos Themistocleous
Prediction of Propensity for Enterprise Cloud Computing Adoption. HICSS (2017)
Nektaria Potha, Manolis Maragoudakis, Dimitrios P. Lyras
A biology-inspired, data mining framework for extracting patterns in sexual cyberbullying data. Knowl. Based Syst. 96 (2016)
Manolis Maragoudakis, Ioannis Markou
A novel approach for visual data mining in Twitter micro-blogging platform. Int. J. Soc. Netw. Min. 2 (3) (2016)
Vasileios Athanasiou, Manolis Maragoudakis
Dealing with High Dimensional Sentiment Data Using Gradient Boosting Machines. AIAI (2016)
Nektaria Potha, Manolis Maragoudakis
Time Series Forecasting in Cyberbullying Data. EANN (2015)
Yannis Charalabidis, Manolis Maragoudakis, Euripidis N. Loukis
Opinion Mining and Sentiment Analysis in Policy Formulation Initiatives: The EU-Community Approach. ePart (2015)
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) (2015)
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)
Katia Lida Kermanidis, Manolis Maragoudakis, Spyros Vosinakis
House of Ads: a Multiplayer Action Game for Annotating Ad Video Content. EANN Workshops (2015)
Manolis Maragoudakis, Euripidis N. Loukis
Heart sound screening in real-time assistive environments through MCMC Bayesian data mining. Univers. Access Inf. Soc. 13 (1) (2014)
Manolis Maragoudakis, Katia Lida Kermanidis, Spyros Vosinakis
Extracting Knowledge from Collaboratively Annotated Ad Video Content. AIAI Workshops (2014)
Nektaria Potha, Manolis Maragoudakis
Cyberbullying Detection using Time Series Modeling. ICDM Workshops (2014)
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)
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) (2013)
Vicky Politopoulou, Manolis Maragoudakis
On Mining Opinions from Social Media. EANN (1) (2013)
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)
Konstantinos Kontos, Manolis Maragoudakis
Breast Cancer Detection in Mammogram Medical Images with Data Mining Techniques. AIAI (2013)
Manolis Maragoudakis, Dimitrios P. Lyras, Kyriakos N. Sgarbas
Bayesian Retrieval using a Similarity-Based Lemmatizer. Int. J. Artif. Intell. Tools 21 (5) (2012)
Kostas Anagnostou, Manolis Maragoudakis
Player Modeling Using HOSVD towards Dynamic Difficulty Adjustment in Videogames. AIAI (2) (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)
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) (2012)
Egidijus Paliulis, Manolis Maragoudakis, Alexandros Panteli
Privacy preserving neural networks in iris signature feature extraction. PETRA (2012)
Constantinos Kolias, Georgios Kambourakis, Manolis Maragoudakis
Swarm intelligence in intrusion detection: A survey. Comput. Secur. 30 (8) (2011)
Manolis Maragoudakis, Euripidis N. Loukis
MCMC Bayesian inference for heart sounds screening in assistive environments. PETRA (2011)
Manolis Maragoudakis, Euripidis N. Loukis, Yannis Charalabidis
A Review of Opinion Mining Methods for Analyzing Citizens' Contributions in Public Policy Debate. ePart (2011)
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) (2011)
Manolis Maragoudakis, Ilias Maglogiannis
A medical ontology for intelligent web-based skin lesions image retrieval. Health Informatics J. 17 (2) (2011)
Maria Eleni Skarkala, Manolis Maragoudakis, Stefanos Gritzalis, Lilian Mitrou
Privacy Preserving Tree Augmented Naïve Bayesian Multi-party Implementation on Horizontally Partitioned Databases. TrustBus (2011)
Alexandros Panteli, Manolis Maragoudakis
A Random Forests Text Transliteration System for Greek Digraphia. EANN/AIAI (2) (2011)
Euripidis N. Loukis, Manolis Maragoudakis
Heart murmurs identification using random forests in assistive environments. PETRA (2010)
Manolis Maragoudakis, Dimitrios N. Serpanos
Towards Stock Market Data Mining Using Enriched Random Forests from Textual Resources and Technical Indicators. AIAI (2010)
Manolis Maragoudakis, Euripidis N. Loukis
Automated Aortic and Mitral Valves Diseases Diagnosis from Heart Sound Signals Using Novel Ensemble Classification Techniques. ICTAI (2) (2010)
Kostas Anagnostou, Manolis Maragoudakis
Data Mining for Player Modeling in Videogames. Panhellenic Conference on Informatics (2009)
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) (2009)
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) (2009)
Manolis Maragoudakis, Ilias Maglogiannis, Dimitrios Lymberopoulos
A medical, description logic based, ontology for skin lesion images. BIBE (2008)
Manolis Maragoudakis, Euripidis N. Loukis, Panayotis-Prodromos Pantelides
Gas Turbine Fault Diagnosis using Random Forests. ECAI (2008)
Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George K. Kokkinakis
Learning verb complements for Modern Greek: balancing the noisy dataset. Nat. Lang. Eng. 14 (1) (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)
Katia Kermanidis, Aristomenis Thanopoulos, Manolis Maragoudakis, Nikos Fakotakis
Eksairesis: A Domain-Adaptable System for Ontology Building from Unstructured Text. LREC (2008)
Manolis Maragoudakis, Nikolaos Cosmas, Aristogiannis Garbis
Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks. ADMA (2008)
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)
Manolis Maragoudakis
A Bayesian Network Model for Information Retrieval from Greek Texts. ICTAI (2) (2007)
Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis
MeteoBayes: Effective Plan Recognition in a Weather Dialogue System. IEEE Intell. Syst. 22 (1) (2007)
Manolis Maragoudakis, Katia Kermanidis, Aristogiannis Garbis, Nikos Fakotakis
Dealing with Imbalanced Data using Bayesian Techniques. LREC (2006)
Manolis Maragoudakis, Nikos Fakotakis
Bayesian Feature Construction. SETN (2006)
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) (2006)
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) (2005)
Georgios N. Yannakakis, Manolis Maragoudakis
Player Modeling Impact on Player's Entertainment in Computer Games. User Modeling (2005)
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) (2004)
Katia Kermanidis, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis
Learning Greek Verb Complements: Addressing the Class Imbalance. COLING (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, 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)
Manolis Maragoudakis, Todor Ganchev, Nikos Fakotakis
Bayesian Reinforcement for a Probabilistic Neural Net Part-of-Speech Tagger. TSD (2004)
Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis
User Modeling and Plan Recognition under Conditions of Uncertainty. TSD (2003)
Manolis Maragoudakis, Panagiotis Zervas, Nikos Fakotakis, George K. Kokkinakis
A Data-Driven Framework for Intonational Phrase Break Prediction. TSD (2003)
Manolis Maragoudakis, Aristomenis Thanopoulos, Kyriakos N. Sgarbas, Nikos Fakotakis
Domain Knowledge Acquisition and Plan Recognition by Probabilistic Reasoning. KES (2003)
Panagiotis Zervas, Manolis Maragoudakis, Nikos Fakotakis, George Kokkinakis
Bayesian induction of intonational phrase breaks. INTERSPEECH (2003)
Manolis Maragoudakis, Nikolaos K. Tselios, Nikos Fakotakis, Nikolaos M. Avouris
Improving SMS Usability Using Bayesian Networks. SETN (2002)
Manolis Maragoudakis, Ergina Kavallieratou, Nikos Fakotakis
Incorporating Conditional Independence Assumption with Support Vector Machines to Enhance Handwritten Character Segmentation Performance. ICPR (3) (2002)
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, Ergina Kavallieratou, Nikos Fakotakis
Improving handwritten character segmentation by incorporating Bayesian knowledge with Support Vector Machines. ICASSP (2002)
Manolis Maragoudakis, Aristomenis Thanopoulos, Nikos Fakotakis
Statistical Decision Making from Text and Dialogue Corpora for Effective Plan Recognition. TSD (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Manolis Maragoudakis