Elias Dritsas

Most-cited papers

Stroke Risk Prediction with Machine Learning Techniques
Elias Dritsas, M. Trigka
2022Italian National Conference on Sensors290 citations Open access
Semantic Scholar
Federated Learning for IoT: A Survey of Techniques, Challenges, and Applications
Elias Dritsas, M. Trigka
2025J. Sens. Actuator Networks170 citations Open access
Semantic Scholar
Remote Sensing and Geospatial Analysis in the Big Data Era: A Survey
Elias Dritsas, M. Trigka
2025Remote Sensing157 citations Open access
Semantic Scholar
A Comprehensive Survey of Deep Learning Approaches in Image Processing
M. Trigka, Elias Dritsas
2025Italian National Conference on Sensors148 citations
Semantic Scholar
Lung Cancer Risk Prediction with Machine Learning Models
Elias Dritsas, M. Trigka
2022Big Data and Cognitive Computing148 citations Open access
Semantic Scholar
Edge and Cloud Computing in Smart Cities
M. Trigka, Elias Dritsas
2025Future Internet141 citations Open access
Semantic Scholar
Machine Learning Tools for Long-Term Type 2 Diabetes Risk Prediction
Nikos Fazakis, Otilia Kocsis, Elias Dritsas, Sotiris Alexiou +2 more
2021IEEE Access136 citations Open access
Semantic Scholar
Machine Learning Techniques for Chronic Kidney Disease Risk Prediction
Elias Dritsas, M. Trigka
2022Big Data and Cognitive Computing133 citations Open access
Semantic Scholar
Efficient Data-Driven Machine Learning Models for Cardiovascular Diseases Risk Prediction
Elias Dritsas, M. Trigka
2023Italian National Conference on Sensors109 citations Open access
Semantic Scholar
A Comprehensive Survey of Machine Learning Techniques and Models for Object Detection
M. Trigka, Elias Dritsas
2025Italian National Conference on Sensors105 citations Open access
Semantic Scholar
Supervised Machine Learning Models for Liver Disease Risk Prediction
Elias Dritsas, M. Trigka
2023De Computis102 citations Open access
Semantic Scholar
Multimodal Interaction, Interfaces, and Communication: A Survey
Elias Dritsas, M. Trigka, Christos Troussas, Phivos Mylonas
2025Multimodal Technologies and Interaction92 citations Open access
Semantic Scholar
Data-Driven Machine-Learning Methods for Diabetes Risk Prediction
Elias Dritsas, M. Trigka
2022Italian National Conference on Sensors86 citations Open access
Semantic Scholar
A Survey on Cybersecurity in IoT
Elias Dritsas, M. Trigka
2025Future Internet81 citations Open access
Semantic Scholar
Long-Term Coronary Artery Disease Risk Prediction with Machine Learning Models
M. Trigka, Elias Dritsas
2023Italian National Conference on Sensors80 citations Open access
Semantic Scholar
A Survey on the Applications of Cloud Computing in the Industrial Internet of Things
Elias Dritsas, M. Trigka
2025Big Data and Cognitive Computing76 citations Open access
Semantic Scholar
Efficient Data-Driven Machine Learning Models for Water Quality Prediction
Elias Dritsas, M. Trigka
2023De Computis71 citations Open access
Semantic Scholar
Methodological and Technological Advancements in E-Learning
Elias Dritsas, M. Trigka
2025Inf.62 citations Open access
Semantic Scholar
Exploring the Intersection of Machine Learning and Big Data: A Survey
Elias Dritsas, M. Trigka
2025Machine Learning and Knowledge Extraction56 citations Open access
Semantic Scholar
The Evolution of Generative AI: Trends and Applications
M. Trigka, Elias Dritsas
2025IEEE Access35 citations Open access
Semantic Scholar
Machine Learning for Blockchain and IoT Systems in Smart Cities: A Survey
Elias Dritsas, M. Trigka
2024Future Internet31 citations Open access
Semantic Scholar
Machine Learning in E-Commerce: Trends, Applications, and Future Challenges
Elias Dritsas, M. Trigka
2025IEEE Access30 citations Open access
Semantic Scholar
Application of Deep Learning for Heart Attack Prediction with Explainable Artificial Intelligence
Elias Dritsas, M. Trigka
2024De Computis29 citations Open access
Semantic Scholar
Machine Learning Methods for Hypercholesterolemia Long-Term Risk Prediction
Elias Dritsas, M. Trigka
2022Italian National Conference on Sensors28 citations Open access
Semantic Scholar
Machine Learning in Intelligent Networks: Architectures, Techniques, and Use Cases
Elias Dritsas, M. Trigka
2025IEEE Access18 citations Open access
Semantic Scholar
Utilizing Multi-Class Classification Methods for Automated Sleep Disorder Prediction
Elias Dritsas, M. Trigka
2024Inf.18 citations Open access
Semantic Scholar
Predicting the Occurrence of Metabolic Syndrome Using Machine Learning Models
M. Trigka, Elias Dritsas
2023De Computis18 citations Open access
Semantic Scholar
Machine Learning in Information and Communications Technology: A Survey
Elias Dritsas, M. Trigka
2024Inf.17 citations Open access
Semantic Scholar
Big data and Internet of Things applications in smart cities: Recent advances, challenges, and critical issues
Elias Dritsas, M. Trigka
2025Internet of Things16 citations
Semantic Scholar
An Efficient Distributed Approach for Cooperative Spectrum Sensing in Varying Interests Cognitive Radio Networks
M. Trigka, Elias Dritsas
2022Italian National Conference on Sensors16 citations Open access
Semantic Scholar
Supervised Machine Learning Models to Identify Early-Stage Symptoms of SARS-CoV-2
Elias Dritsas, M. Trigka
2022Italian National Conference on Sensors14 citations Open access
Semantic Scholar
The Predictive Power of a Twitter User's Profile on Cryptocurrency Popularity
M. Trigka, Andreas Kanavos, Elias Dritsas, Gerasimos Vonitsanos +1 more
2022Big Data and Cognitive Computing13 citations Open access
Semantic Scholar
A Survey on Signal Processing Methods for EEG-based Brain Computer Interface Systems
M. Trigka, Elias Dritsas, Christos A. Fidas
2022Panhellenic Conference on Informatics13 citations Open access
Semantic Scholar
Improving Cardiovascular Disease Prediction With Deep Learning and Correlation-Aware SMOTE
M. Trigka, Elias Dritsas
2025IEEE Access12 citations Open access
Semantic Scholar
A Survey on Privacy-Enhancing Techniques in the Era of Artificial Intelligence
Elias Dritsas, M. Trigka, Phivos Mylonas
2024International Conference on Novelties in Intelligent Digital Systems12 citations
Semantic Scholar
A Multi-class Classification Approach for Weather Forecasting with Machine Learning Techniques
Elias Dritsas, M. Trigka, Phivos Mylonas
2022International Workshop on Semantic and Social Media Adaptation and Personalization12 citations
Semantic Scholar
Trajectory Clustering and k-NN for Robust Privacy Preserving Spatiotemporal Databases
Elias Dritsas, M. Trigka, Panagiotis Gerolymatos, S. Sioutas
2018Algorithms12 citations Open access
Semantic Scholar
Database Systems in the Big Data Era: Architectures, Performance, and Open Challenges
Elias Dritsas, M. Trigka
2025IEEE Access10 citations Open access
Semantic Scholar
A Regularization-Based Big Data Framework for Winter Precipitation Forecasting on Streaming Data
Andreas Kanavos, M. Trigka, Elias Dritsas, Gerasimos Vonitsanos +1 more
2021Electronics10 citations Open access
Semantic Scholar
Applying Machine Learning on Big Data With Apache Spark
Elias Dritsas, M. Trigka
2025IEEE Access9 citations Open access
Semantic Scholar
Machine Learning and Data Science in Social Sciences: Methods, Applications, and Future Directions
Elias Dritsas, M. Trigka
2025IEEE Access9 citations Open access
Semantic Scholar
Mental Confusion Prediction in E-Learning Contexts with EEG and Machine Learning
M. Trigka, Elias Dritsas, Phivos Mylonas
2023International Conference on Novelties in Intelligent Digital Systems9 citations
Semantic Scholar
An Apache Spark implementation for graph-based hashtag sentiment classification on Twitter
Elias Dritsas, I. Livieris, Konstantinos C. Giotopoulos, Leonidas Theodorakopoulos
2018Panhellenic Conference on Informatics9 citations
Semantic Scholar
Advances in geospatial artificial intelligence for remote sensing applications
Elias Dritsas, M. Trigka
2026Computer Science Review8 citations
Semantic Scholar
A Methodology for Extracting Power-Efficient and Contrast Enhanced RGB Images
Elias Dritsas, M. Trigka
2022Italian National Conference on Sensors8 citations Open access
Semantic Scholar
Trajectory Clustering and k-NN for Robust Privacy Preserving k-NN Query Processing in GeoSpark
Elias Dritsas, Andreas Kanavos, M. Trigka, Gerasimos Vonitsanos +2 more
2020Algorithms8 citations Open access
Semantic Scholar
Pre-processing Framework for Twitter Sentiment Classification
Elias Dritsas, Gerasimos Vonitsanos, I. Livieris, Andreas Kanavos +3 more
2019Artificial Intelligence Applications and Innovations8 citations Open access
Semantic Scholar
Deployment-Aware Compression of Large Language Models for Edge Intelligence: A System-Level Survey
Elias Dritsas, M. Trigka
2026IEEE Transactions on Artificial Intelligence7 citations
Semantic Scholar
Storage Efficient Trajectory Clustering and k-NN for Robust Privacy Preserving Spatio-Temporal Databases
Elias Dritsas, Andreas Kanavos, M. Trigka, S. Sioutas +1 more
2019Algorithms7 citations Open access
Semantic Scholar
New Perspectives in e-Learning: EEG-Based Modelling of Human Cognition Individual Differences
M. Trigka, Elias Dritsas, Phivos Mylonas
2024Artificial Intelligence Applications and Innovations6 citations Open access
Semantic Scholar