Octopus: University of The Aegean Research & Project Outputs System

Journal

2015
Emmanouil Maragoudakis, K. Kermanidis, E. Linardos, (2015), Using Financial News Articles with Minimal Linguistic Resources to Forecast Stock Behavior, International Journal of Data Mining, Modelling and Management, Vol = 7, (3), pp. = 185-212
Emmanouil Maragoudakis, Dimitrios Drossos, F. Kokkinaki, (2015), Buying behavior on daily-deal sites: The role of face value, product involvement, information and website quality, Journal of Internet Commerce, Vol = 14, (2), pp. = 200-232
Emmanouil Maragoudakis, D. Serpanos, (2015), Exploiting Financial News and Social Media Opinions for Stock Market Analysis using MCMC Bayesian Inference, Computational Economics
2014
Euripidis Loukis, Emmanouil Maragoudakis, (2014), Heart Sound Screening in Real-Time Assistive Environments through MCMC Bayesian Data Mining, Universal Access in the Information Society (Science Citation Index Expanded, SCOPUS, ACM Digital Library), Vol = 13, pp. = 73-88
Stefanos Gritzalis, Emmanouil Maragoudakis, A. Panteli, (2014), Privacy-Preserving Data Mining using Radial Basis Functions on Horizontally-partitioned Databases in the Malicious Model, International Journal on Artificial Intelligence Tools, Vol = 23, (5), pp. = 1450007:1-22
2013
Emmanouil Maragoudakis, K. Kermanidis, (2013), Political Sentiment Analysis of Tweets before and after the Greek Elections of May 2012, International Journal of Social Network Mining, Vol = 1, (3), pp. = 298-317
2012
Emmanouil Maragoudakis, K. Sgarbas, D. Lyras, (2012), Bayesian Retrieval of Greek Texts using a Similarity-based Lemmatizer, International Journal on Artificial Intelligence Tools, Vol = 21, (5)
Euripidis Loukis, Emmanouil Maragoudakis, (2012), Using Ensemble Random Forests Classifiers for the Extraction and Exploitation of Knowledge on Gas Turbine Blading Faults Identification, Operational Research Insight (Association of Busness Schools (ABS) List), Vol = 25, (2), pp. = 80-104
2011
Emmanouil Maragoudakis, Konstantinos Kotis, A. Papasalouros, (2011), Mining Query Logs for Learning Useful Ontologies: an Incentive to SW Content Creation, International Journal for Knowledge Engineering and Data Mining (IJKEDM), issue Special Issue on Incentives for Semantic Content Creation, Vol = 1, (4), pp. = 303-330
Emmanouil Maragoudakis, I. Maglogiannis, (2011), A medical ontology for intelligent web-based skin lesion image retrieval, health informatics journal, Vol = 17, (2), pp. = 140-157

Conference

2015
Yannis Charalabidis, Euripidis Loukis, Emmanouil Maragoudakis, (2015), Opinion Mining and Sentiment Analysis in Policy Formulation Initiatives: The EU Community Approach, 14th IFIP Electronic Government (EGOV) and 7th Electronic Participation (ePart) Conference 2015, , , ,
Yannis Charalabidis, Euripidis Loukis, Emmanouil Maragoudakis, (2015), Opinion Mining and Sentiment Analysis in Policy Formulation Initiatives: The EU-Community Approach, IFIP eParticipation Conference EPART2015, Thessaloniki, Σεπτέμβριος, ,
2014
Emmanouil Maragoudakis, S. Vossinakis, K. Kermanidis, (2014), Crowdsourcing for the Development of a Hierarchical Ontology in Modern Greek for Creative Advertising, LREC 2014 Workshop “CCURL 2014 - Collaboration and Computing for Under-Resourced Languages in the Linked Open Data Era”, Reykiavik, Iceland, , ,
Emmanouil Maragoudakis, N. Potha, (2014), Cyberbullying Detection using Time Series Modeling, IEEE ICDM 2014 - SENTIRE: 4th edition of Sentiment Elicitation from Natural Text for Information Retrieval and Extraction, , , ,
2013
Stefanos Gritzalis, Emmanouil Maragoudakis, M. Chalaris, C. Sgouropoulou, A. Tsolakidis, (2013), Improving quality of educational processes providing new knowledge using data mining techniques, 3rd IC-ININFO International Conference on Integrated Information, Prague, Czech, Σεπτέμβριος, Procedia, Elsevier
Emmanouil Maragoudakis, S. Vossinakis, K. Kermanidis, N. Exadaktylos, (2013), Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion. , Artificial Intelligence Applications and Innovations, Paphos, Cyprus, Οκτώβριος, , 10-19
Emmanouil Maragoudakis, K. Kontos, (2013), Breast Cancer Detection in Mammogram Medical Images with Data Mining Techniques, Artificial Intelligence Applications and Innovations, Paphos, Cyprus, Οκτώβριος, , 336-347
Emmanouil Maragoudakis, Vasiliki Politopoulou, (2013), On Mining Opinions from Social Media, Communications in Computer and Information Science, Engineering Applications of Neural Networks, Halkidiki, Greece, Σεπτέμβριος, Springer, 474-484
2012
Stefanos Gritzalis, Lilian Mitrou, Emmanouil Maragoudakis, Maria-Eleni Maria Eleni Skarkala, Ha Hannu Toivonen, Pi Pirjo Moen, (2012), Privacy Preservation by k-Anonymization of Weighted Social Networks, 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Istanbul, Turkey, Αύγουστος, IEEE CPS Conference Publishing Services, 423-428
2011
Stefanos Gritzalis, Lilian Mitrou, Emmanouil Maragoudakis, Maria-Eleni Maria Eleni Skarkala, (2011), Privacy Preserving Tree Augmented Naïve Bayesian Multi – party Implementation on Horizontally Partitioned Databases, TrustBus 2011 8th International Conference on Trust, Privacy and Security of Digital Business, Toulouse, France, Αύγουστος, Lecture Notes in Computer Science LNCS, Springer, 62 - 73

Book

2013
Emmanouil Maragoudakis, D. Serpanos, (Computational Intelligence for Trading and Investment, Routledge ),

Chapter in Book

2010
Emmanouil Maragoudakis, E. Magkos, V. Chryssikopoulos, Προστασία Ιδιωτικότητας σε Κατανεμημένα Συστήματα Εξόρυξης ∆εδομένων, In
2008
Emmanouil Maragoudakis, N. Cosmas, A. Garbis, Mining Natural Language Programming Directives with Class-Oriented Bayesian Networks , In