Dionisios N. Sotiropoulos

Dimitrios G. Giatzitzoglou

Inf. Sci., 2025

2023

ChatGPT in Artificial Intelligence-Empowered E-Learning for Cultural Heritage: The case of Lyrics and Poems.

[BibT_eX]

[DOI]

Evangelia-Aikaterini Tsichrintzi

Konstantina Chrysafiadi

Evangelos Sakkopoulos

Proceedings of the 14th International Conference on Information, 2023

Simulation and Comparison of Reinforcement Learning Algorithms.

[BibT_eX]

[DOI]

Konstantinos Spyropoulos

Dionysios N. Sotiropoulos

Proceedings of the 14th International Conference on Information, 2023

Greek Political Speech Classification Using BERT.

[BibT_eX]

[DOI]

Kontilenia Maria Kotsifakou

Proceedings of the 14th International Conference on Information, 2023

2022

Extreme value analysis for dietary intake based on weight class.

[BibT_eX]

[DOI]

Dimitrios P. Panagoulias

Proceedings of the 13th International Conference on Information, 2022

Bitcoin Price Prediction and Automated Trading via LSTM Networks and Reinforcement Learning.

[BibT_eX]

[DOI]

Ioannis Ntourmas

Proceedings of the 13th International Conference on Information, 2022

A Machine Learning Approach for Modeling Time-Varying Hit Song Preferences.

[BibT_eX]

[DOI]

Dionisios Nikas

Dionysios N. Sotiropoulos

Proceedings of the 13th International Conference on Information, 2022

Analysis and Prediction of Air Pollutant Indices using Bidirectional-Convolutional LSTMs.

[BibT_eX]

[DOI]

Georgios Karampelas

Proceedings of the 13th International Conference on Information, 2022

2021

Nutritional biomarkers and machine learning for personalized nutrition applications and health optimization.

[BibT_eX]

[DOI]

Dimitrios P. Panagoulias

Intell. Decis. Technol., 2021

Machine Learning in Intangible Cultural Analytics: The Case of Greek Songs' Lyrics.

[BibT_eX]

[DOI]

Evangelia-Aikaterini Tsichrintzi

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

A Genetically Evolved Measure of Credit-Risk.

[BibT_eX]

[DOI]

Michael Papasimeon

Gregory Koronakos

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Biomarker-based deep learning for personalized nutrition.

[BibT_eX]

[DOI]

Dimitrios P. Panagoulias

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

A Neural Network approach for Non-parametric Performance Assessment.

[BibT_eX]

[DOI]

Gregory Koronakos

Proceedings of the 11th International Conference on Information, 2020

2019

Machine Learning Paradigms: Advances in Data Analytics.

[BibT_eX]

[DOI]

Lakhmi C. Jain

Proceedings of the Machine Learning Paradigms - Advances in Data Analytics, 2019

Artificial Immune System-Based Learning Style Stereotypes.

[BibT_eX]

[DOI]

Efthimios Alepis

Katerina Kabassi

Maria K. Virvou

Evangelos Sakkopoulos

Int. J. Artif. Intell. Tools, 2019

Optimal Duopolistic Competition Strategies in Social Networks.

[BibT_eX]

[DOI]

Dimitrios G. Giatzitzoglou

Proceedings of the 10th International Conference on Information, 2019

AIRS-x: An eXtension to the Original Artificial Immune Recognition Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Computer, 2019

Optimal influence strategies in an oligopolistic competition network environment.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018

Computer aided breast cancer diagnosis: an SVM-based mammogram classification approach.

[BibT_eX]

[DOI]

Antonis Agrios

Int. J. Comput. Intell. Stud., 2018

Artificial immune system-based music recommendation.

[BibT_eX]

[DOI]

Intell. Decis. Technol., 2018

An Artificial Immune System-Based Approach for the Extraction of Learning Style Stereotypes.

[BibT_eX]

[DOI]

Efthimios Alepis

Katerina Kabassi

Maria K. Virvou

Proceedings of the Knowledge-Based Software Engineering: 2018, 2018

2017

Machine Learning Paradigms - Artificial Immune Systems and their Applications in Software Personalization

[BibT_eX]

[DOI]

Intelligent Systems Reference Library 118, Springer, ISBN: 978-3-319-47194-5, 2017

SVM-based sentiment classification: a comparative study against state-of-the-art classifiers.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Stud., 2017

Identifying and managing risks in the development of online educational software for social media use.

[BibT_eX]

[DOI]

Dimitris Koutanis

Int. J. Comput. Intell. Stud., 2017

Artificial Immune System-Based Classification in Extremely Imbalanced Classification Problems.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2017

A computational model for mining consumer perceptions in social media.

[BibT_eX]

[DOI]

Decis. Support Syst., 2017

2016

A genetic algorithm approach for topic clustering: A centroid-based encoding scheme.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Information, 2016

A mathematical analysis of the Genetic-AIRS classification algorithm.

[BibT_eX]

[DOI]

Dimitrios Mathioudakis

Proceedings of the 24th European Signal Processing Conference, 2016

2015

Semantically aware time evolution tracking of communities in co-authorship networks.

[BibT_eX]

[DOI]

Proceedings of the 19th Panhellenic Conference on Informatics, 2015

Using Time-Series and Sentiment Analysis to Detect the Determinants of Bitcoin Prices.

[BibT_eX]

[DOI]

Demitrios Pournarakis

Proceedings of the 9th Mediterranean Conference on Information Systems, 2015

Tracking the evolution of communities in co-authorship networks: A semantically aware approach.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Information, 2015

A Time-Variant and Non-Linear Model of Opinion Formation in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Optimal Influence Strategies in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Cascade Hybrid Recommendation as a Combination of One-Class Classification and Collaborative Filtering.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2014

Genetic-AIRS: A hybrid classification method based on Genetic Algorithms and Artificial Immune Systems.

[BibT_eX]

[DOI]

Dimitrios Mathioudakis

Proceedings of the 5th International Conference on Information, 2014

What drives social sentiment? An entropic measure-based clustering approach towards identifying factors that influence social sentiment polarity.

[BibT_eX]

[DOI]

Panos E. Kourouthanassis

Proceedings of the 5th International Conference on Information, 2014

A comparative study of one-class classifiers in machine learning problems with extreme class imbalance.

[BibT_eX]

[DOI]

Christos Giannoulis

Proceedings of the 5th International Conference on Information, 2014

Social Network Analysis Within The ICMB Community: Co-Authorship Networks.

[BibT_eX]

[DOI]

Nikos Bouros

Demitrios Pournarakis

Proceedings of the 13th International Conference on Mobile Business, 2014

2013

Identifying semantically meaningful sub-communities within Twitter blogosphere.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Information, 2013

AT&T vs Verizon: Mining Twitter for Customer Satisfaction towards North American Mobile Operators.

[BibT_eX]

[DOI]

Demitrios Pournarakis

Proceedings of the 12th International Conference on Mobile Business, 2013

Semantically meaningful group detection within sub-communities of Twitter blogosphere: a topic oriented multi-objective clustering approach.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

A Concept-Based Image Acquisition System with User-Driven Classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Software Engineering, 2012

Artificial Immune System-based Music Piece Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Software Engineering, 2012

Artificial Immune System-based Classification in Class-Imbalanced Image Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2012

Evaluation of a Cascade Hybrid Recommendation as a Combination of One-Class Classification and Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

2011

Artificial immune system-based classification in class-imbalanced problems.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011

2010

Μεθοδολογίες μηχανικής μάθησης βασισμένες σε τεχνητά ανοσοποιητικά συστήματα

[BibT_eX]

[DOI]

Paraskevi S. Lampropoulou

PhD thesis, 2010

2009

A Back End System for Digital Image Library Organization Based on Concept Learning.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009

2008

Artificial Immune System-Based Music Genre Classification.

[BibT_eX]

[DOI]

Proceedings of the New Directions in Intelligent Interactive Multimedia, 2008

MUSIPER: a system for modeling music similarity perception based on objective feature subset selection.

[BibT_eX]

[DOI]

User Model. User Adapt. Interact., 2008

Clustering for user modeling in recommender e-commerce application: A RUP-based intelligent software life-cycle.

[BibT_eX]

[DOI]

Anastasios Savvopoulos

Proceedings of the Knowledge-Based Software Engineering, 2008

2007

Evaluation of Modeling Music Similarity Perception Via Feature Subset Selection.

[BibT_eX]

[DOI]

Proceedings of the User Modeling 2007, 11th International Conference, 2007

Constructing Stereotypes for an Adaptive e-Shop Using AIN-Based Clustering.

[BibT_eX]

[DOI]

Anastasios Savvopoulos

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

2006

Artificial Immune System-Based Customer Data Clustering in an e-Shopping Application.

[BibT_eX]

[DOI]

Anastasios Savvopoulos

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2004

Individualization of music similarity perception via feature subset selection.

[BibT_eX]

[DOI]