Vassilis P. Plagianakos

University of Thessaly — Greece

Computer Science · Physical Sciences

29h-index3.4kcitations209works1.12yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(42), Neural Networks and Applications(38), Evolutionary Algorithms and Applications(29), Advanced Multi-Objective Optimization Algorithms(17), Gene expression and cancer classification(13)

Publications209 total

Binary black hole parameter estimation with hybrid CNN-Transformer Neural Networks
Astronomy and Computing·2025
Correction: Large language models for efficient topic modeling
Neural Computing and Applications·2025Open Access
Boosting neural network performance for high dimensional data through random projections
Pattern Recognition Letters·2025
Efficient Hybrid Hierarchical Clustering with Incremental Silhouette Score for Large, Noisy Datasets
International Journal of Neural Systems·2025
Large language models for efficient topic modeling
Neural Computing and Applications·2025Open Access
Short-term impacts of weather conditions on biomarkers among urban adults in Greece
2025
Enhancing Machine Learning Models for Medical Coding: Diagnostic Codes Mapping and Synthetic Clinical Notes
2025
Reducing Artifact Preprocessing in Heart Rate Variability-Based Personalized Psychosis Prediction Using Adaptive Long Short-Term Memory Models
International Journal of Neural Systems·2025· 1 cited
Transforming Medical Practice: Harnessing the Power of Big Data and Machine Learning for Predictive Precision Medicine
2025
LSTM-Based Classification of Psychiatric Disorders Using Ultra-Short Raw ECG Signals
2025
Comparative Analysis of ChatGPT and Gemini; Implications for Junior High School Physics Education: Opportunities and Ethical Challenges
International Journal of Advanced Multidisciplinary Research and Studies·2025· 5 citedOpen Access
Creating a Postcard Puzzle for Educational Purposes in Junior High School Science
Lecture notes in networks and systems·2025
The role of ChatGPT in junior high school physics education: Insights from teachers and students and guidelines for optimal use
Social Sciences & Humanities Open·2025· 2 citedOpen Access
Diagnosing students’ misconception in Hydrostatic Pressure through a 4-tier test
Heliyon·2024Open Access
A Critical View on Blockchain Rollups
Lecture notes in computer science·2024· 2 cited
Inquiring Students’ Alternative Conceptions about Floating and Sinking Objects
International Journal of Engineering Pedagogy (iJEP)·2024· 1 citedOpen Access
An Interdisciplinary Teaching Proposal for the Introduction of Fractals to Junior High School
International Journal of Advanced Multidisciplinary Research and Studies·2024· 1 citedOpen Access
Leveraging Large Language Models for Information Extraction: Identifying microRNA - Gene Interactions in Biomedical Literature
2024
Harnessing LSTMs for Enhanced Prediction of Psychotic Episodes in Schizophrenia Spectrum
2024· 1 cited
Hyperdimensional Computing Approaches in Single Cell RNA Sequencing Classification
2024· 1 cited
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Frequent Co-authors

Michael N. Vrahatis(30), George D. Magoulas(11), Dimitris K. Tasoulis(10), Ilias Maglogiannis(8), Michael G. Epitropakis(7), Spiros V. Georgakopoulos(7), Nicos G. Pavlidis(6), Sotiris K. Tasoulis(6), Charalampos Doukas(4), Konstantinos E. Parsopoulos(3), Alexandra Papageorgiou(3), Nicholas A. Katsanos(3), Dimitris K. Iakovidis(2), Michael D. Vasilakakis(2), Anastasios Koulaouzidis(2), M.N. Vrahatis(2), Aristidis G. Vrahatis(2), Dimosthenis Kyriazis(2), Serge Autexier(2), Michael Boniface(2)