Angelos Markos

Computer Science · Physical Sciences

22h-index3.3kcitations120works1.32yr avg
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Research Topics

Advanced Clustering Algorithms Research(15), Sensory Analysis and Statistical Methods(15), Bullying, Victimization, and Aggression(13), Face and Expression Recognition(8), Environmental Education and Sustainability(8)

Publications120 total

Σύγκριση αλγορίθμων μηχανικής μάθησης στην προβλεπτική ταξινόμηση και την επιλογή των σημαντικών χαρακτηριστικών
Macedonian Journal of Medical Sciences (University of Skopje)·2026Open Access
Comparison of five dimensionality reduction methods on the multidimensional “Forest Cover Type” dataset
Macedonian Journal of Medical Sciences (University of Skopje)·2026Open Access
Comparison of methods and analysis’ strategies for clustering the objects of the multidimensional dataset “Forest Cover Type”
Macedonian Journal of Medical Sciences (University of Skopje)·2026Open Access
Comparison of dimensionality reduction methods and strategies on multivariate categorical data
Macedonian Journal of Medical Sciences (University of Skopje)·2026Open Access
Another View of Genotype by Environment Interaction (G × E) Through Correspondence Analysis
Agronomy·2025Open Access
IBclust: Information Bottleneck Methods for Clustering Mixed-Type Data
2025Open Access
Metacognition and executive functions: Developmental interrelations and interactions with cognitive performance in the preschool and primary school years
Psychology the Journal of the Hellenic Psychological Society·2025Open Access
Predictive Classification and Feature Selection in Forest Cover Type Data
2025
Clustering Mixed-Type Data
2025
manydist: Unbiased Distances for Mixed-Type Data
2025Open Access
Integrating Data Analysis Methods with Machine Learning Algorithms for Mixed Data Types: Does This Combination Improve Predictive Models’ Accuracy?
Journal of Data Science and Intelligent Systems·2025Open Access
Evaluating dimensionality reduction strategies on mixed-type datasets: a comparative analysis using Python, R and SPSS
International Journal of Sustainable Agricultural Management and Informatics·2025
A Deterministic Information Bottleneck Method for Clustering Mixed-Type Data
Studies in classification, data analysis, and knowledge organization·2025· 2 cited
Unbiased mixed variables distance
arXiv (Cornell University)·2024Open Access
A Deterministic Information Bottleneck Method for Clustering Mixed-Type Data
arXiv (Cornell University)·2024Open Access
Studying Students’ Representations of the “Orbital” and “Electron Cloud” Concepts
Science education international·2024Open Access
Pre-Service Teachers’ Assessment of ChatGPT’s Utility in Higher Education: SWOT and Content Analysis
Electronics·2024· 14 citedOpen Access
A general framework for implementing distances for categorical variables
Pattern Recognition·2024· 5 citedOpen Access
Dimensionality assessment in ordinal data: a comparison between parallel analysis and exploratory graph analysis
Frontiers in Psychology·2024· 6 citedOpen Access
Assessing the impact of an integrated educational program on Greek students' knowledge about coastal lagoons and attitudes towards marine environment conservation
Marine Pollution Bulletin·2024· 2 cited
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Frequent Co-authors

Constantinos M. Kokkinos(13), Alfonso Iodice D’Enza(6), Ioanna Voulgaridou(6), Nafsika Antoniadou(4), Vaggelis Saprikis(3), Maro Vlachopoulou(3), Theodora Boubonari(3), Theodoros Kevrekidis(3), Katja Pietzner(3), Diana Schumann(3), Sturle Danielsen Tvedt(3), Hans Torvatn(3), Robert Næss(3), David Reiner(3), Sorin Anghel(3), Diana Cismaru(3), Carmencita Constantin(3), Dancker D.L. Daamen(3), Alexandra Dudu(3), Vassiliki Gemeni(3)