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Dionisios N. Sotiropoulos
Publications
- 2023
- [c39]Maria Virvou, George A. Tsihrintzis, Dionisios N. Sotiropoulos, Konstantina Chrysafiadi, Evangelos Sakkopoulos, Evangelia-Aikaterini Tsichrintzi:
ChatGPT in Artificial Intelligence-Empowered E-Learning for Cultural Heritage: The case of Lyrics and Poems. IISA 2023: 1-9 - 2022
- [c35]Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Extreme value analysis for dietary intake based on weight class. IISA 2022: 1-7 - 2021
- [j10]Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Nutritional biomarkers and machine learning for personalized nutrition applications and health optimization. Intell. Decis. Technol. 15(4): 645-653 (2021) - [c34]Dionisios N. Sotiropoulos, George A. Tsihrintzis, Maria Virvou, Evangelia-Aikaterini Tsichrintzi:
Machine Learning in Intangible Cultural Analytics: The Case of Greek Songs' Lyrics. ICTAI 2021: 299-305 - [c33]Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Biomarker-based deep learning for personalized nutrition. ICTAI 2021: 306-313 - [c31]Dimitrios P. Panagoulias, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Nutritional biomarkers and machine learning for personalized nutrition applications and health optimization. IISA 2021: 1-6 - 2019
- [j9]Dionisios N. Sotiropoulos, Efthimios Alepis, Katerina Kabassi, Maria K. Virvou, George A. Tsihrintzis, Evangelos Sakkopoulos:
Artificial Immune System-Based Learning Style Stereotypes. Int. J. Artif. Intell. Tools 28(4): 1940008:1-1940008:27 (2019) - [c28]Dimitrios G. Giatzitzoglou, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
AIRS-x: An eXtension to the Original Artificial Immune Recognition Learning Algorithm. CITS 2019: 1-5 - [p2]George A. Tsihrintzis, Dionisios N. Sotiropoulos, Lakhmi C. Jain:
Machine Learning Paradigms: Advances in Data Analytics. Machine Learning Paradigms 2019: 1-4 - [e1]George A. Tsihrintzis, Dionisios N. Sotiropoulos, Lakhmi C. Jain:
Machine Learning Paradigms - Advances in Data Analytics. Intelligent Systems Reference Library 149, Springer 2019, ISBN 978-3-319-94029-8 [contents] - 2018
- [j8]Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Artificial immune system-based music recommendation. Intell. Decis. Technol. 12(2): 213-229 (2018) - [j7]Antonis Agrios, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Computer aided breast cancer diagnosis: an SVM-based mammogram classification approach. Int. J. Comput. Intell. Stud. 7(2): 138-163 (2018) - [c26]Dionisios N. Sotiropoulos, Efthimios Alepis, Katerina Kabassi, Maria K. Virvou, George A. Tsihrintzis:
An Artificial Immune System-Based Approach for the Extraction of Learning Style Stereotypes. JCKBSE 2018: 197-206 - 2017
- [b2]Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Machine Learning Paradigms - Artificial Immune Systems and their Applications in Software Personalization. Intelligent Systems Reference Library 118, Springer 2017, ISBN 978-3-319-47192-1, pp. 3-327 - [j5]Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Artificial Immune System-Based Classification in Extremely Imbalanced Classification Problems. Int. J. Artif. Intell. Tools 26(3): 1750009:1-1750009:33 (2017) - [j3]Dimitris Koutanis, George A. Tsihrintzis, Dionisios N. Sotiropoulos:
Identifying and managing risks in the development of online educational software for social media use. Int. J. Comput. Intell. Stud. 6(1): 68-97 (2017) - 2016
- [c25]Dimitrios Mathioudakis, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
A mathematical analysis of the Genetic-AIRS classification algorithm. EUSIPCO 2016: 26-30 - 2014
- [j2]Aristomenis S. Lampropoulos, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Cascade Hybrid Recommendation as a Combination of One-Class Classification and Collaborative Filtering. Int. J. Artif. Intell. Tools 23(4) (2014) - [c17]Dionisios N. Sotiropoulos, Dimitrios Mathioudakis, George A. Tsihrintzis:
Genetic-AIRS: A hybrid classification method based on Genetic Algorithms and Artificial Immune Systems. IISA 2014: 1-5 - [c15]Dionisios N. Sotiropoulos, Christos Giannoulis, George A. Tsihrintzis:
A comparative study of one-class classifiers in machine learning problems with extreme class imbalance. IISA 2014: 362-364 - 2012
- [c11]Aristomenis S. Lampropoulos, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Evaluation of a Cascade Hybrid Recommendation as a Combination of One-Class Classification and Collaborative Filtering. ICTAI 2012: 674-681 - [c10]Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Artificial Immune System-based Classification in Class-Imbalanced Image Classification Problems. IIH-MSP 2012: 138-141 - [c9]Aristomenis S. Lampropoulos, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Artificial Immune System-based Music Piece Recommendation. JCKBSE 2012: 43-52 - [c8]Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
A Concept-Based Image Acquisition System with User-Driven Classification. JCKBSE 2012: 53-60 - 2011
- [c7]Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Artificial immune system-based classification in class-imbalanced problems. EAIS 2011: 131-138 - 2009
- [c6]Paraskevi S. Lampropoulou, Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
A Back End System for Digital Image Library Organization Based on Concept Learning. ITNG 2009: 1250-1255 - 2008
- [j1]Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
MUSIPER: a system for modeling music similarity perception based on objective feature subset selection. User Model. User Adapt. Interact. 18(4): 315-348 (2008) - [c5]Anastasios Savvopoulos, Maria Virvou, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Clustering for user modeling in recommender e-commerce application: A RUP-based intelligent software life-cycle. JCKBSE 2008: 295-304 - [p1]Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Artificial Immune System-Based Music Genre Classification. New Directions in Intelligent Interactive Multimedia 2008: 191-200 - 2007
- [c4]Maria Virvou, Anastasios Savvopoulos, George A. Tsihrintzis, Dionisios N. Sotiropoulos:
Constructing Stereotypes for an Adaptive e-Shop Using AIN-Based Clustering. ICANNGA (1) 2007: 837-845 - [c3]Dionisios N. Sotiropoulos, Aristomenis S. Lampropoulos, George A. Tsihrintzis:
Evaluation of Modeling Music Similarity Perception Via Feature Subset Selection. User Modeling 2007: 288-297 - 2006
- [c2]Dionisios N. Sotiropoulos, George A. Tsihrintzis, Anastasios Savvopoulos, Maria Virvou:
Artificial Immune System-Based Customer Data Clustering in an e-Shopping Application. KES (1) 2006: 960-967 - 2004
- [c1]Aristomenis S. Lampropoulos, Dionisios N. Sotiropoulos, George A. Tsihrintzis:
Individualization of music similarity perception via feature subset selection. SMC (1) 2004: 552-556
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