Gerasimos Vonitsanos

University of Patras — Greece

Computer Science · Physical Sciences

10h-index334citations68works2.82yr avg
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Research Topics

Data Management and Algorithms(6), Complex Network Analysis Techniques(5), Online Learning and Analytics(5), Stock Market Forecasting Methods(5), Data Stream Mining Techniques(5)

Publications65 total

Enhanced Brain Tumor Classification with Convolutional Neural Networks
Advances in experimental medicine and biology·2025· 1 cited
Integrating Convolutional and Recurrent Neural Networks for Enhanced Medical Image Captioning
Advances in experimental medicine and biology·2025
Designing and Regularizing Deep CNN Architectures for Dog Versus Cat Image Classification
Lecture notes in networks and systems·2025
“Human-Computer Interaction in the Big Data Era: Systems, Cognition, and Interactive Intelligence”
2025Open Access
Mining Humanistic Data with Machine Learning to Improve Open Educational Resources (OER) Engagement
International Journal of Artificial Intelligence Tools·2025
Dynamic Workload Management System in the Public Sector: A Comparative Analysis
Future Internet·2025· 2 citedOpen Access
Human-AI Co-creation: LLMs, Contextual Hints, Performance
IFIP advances in information and communication technology·2025
Enhancing Digital Competences in Adult Education: Insights from MOOC and Online Mentoring Activities with DigComp Framework
Communications in computer and information science·2025
A Context-Enriched Hybrid ARIMAX–Deep Learning Framework for Robust Cryptocurrency Price Forecasting
2025Open Access
Exploring Network Dynamics: Community Detection and Influencer Analysis in Multidimensional Social Networks
2024· 1 cited
Social Media Insights into Climate Change: Sentiment Analysis Using VADER and RoBERTa
2024· 2 cited
Enhancing Emotion Classification with a Hybrid BERT and CNN Architecture
2024
Application of Machine Learning for Predictive Analysis and Management of Mediterranean-Farmed Fish Mortalities: A Risk Management Case Study Using Apache Spark
Applied Sciences·2024· 7 citedOpen Access
A Blended Learning Course to Support Innovative Online Teaching in Higher Education
European Journal of Education·2024· 6 citedOpen Access
Digital Transformation in Adult Education: Empowering Educators to Use DigComp with a MOOC
2024· 1 cited
Artificial Intelligence Techniques in Grapevine Research: A Comparative Study with an Extensive Review of Datasets, Diseases, and Techniques Evaluation
Sensors·2024· 2 citedOpen Access
Advanced CNN Architectures for Improved Garbage Image Classification: An In-depth Evaluation
2024· 5 cited
Evaluating Machine Learning Techniques for Enhanced Prediction of Building Energy Consumption
2024· 3 cited
Artificial Intelligence Techniques in Grapevine Research: A Comparative Study with Extensive Review on Datasets, Diseases, and Techniques Evaluation
Preprints.org·2024· 7 citedOpen Access
Optimized Price Prediction of Cryptocurrencies using Deep Learning on High-Volume Time Series Data
2024· 4 cited
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Frequent Co-authors

Andreas Kanavos(34), Phivos Mylonas(21), Spyros Sioutas(12), Ηλίας Δρίτσας(9), Theodor Panagiotakopoulos(7), Μαρία Τρίγκα(6), Achilles Kameas(5), Ioannis E. Livieris(4), Manolis Μaragoudakis(4), Konstantinos C. Giotopoulos(3), Athanasios Tsakalidis(2), A. Alexopoulos(2), Γεώργιος Δρακόπουλος(2), Alaa Mohasseb(2), Ioanna Moustaka(2), Aristidis Ilias(2), Christos Makris(2), Dimitrios Michalopoulos(2), Dimitris Papadopoulos(2), Ιωάννα Γιαννούκου(2)