Maria Trigka

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 39

Top Topics

Cardiovascular Disease

Exponential Smoothing

Channel Estimation

Spatiotemporal Data

Top Venues

Publications

Maria Trigka, Elias Dritsas, Phivos Mylonas
New Perspectives in e-Learning: EEG-Based Modelling of Human Cognition Individual Differences. AIAI Workshops (2024)
Elias Dritsas, Maria Trigka, Phivos Mylonas
Ensemble Machine Learning Models for Breast Cancer Identification. AIAI Workshops (2023)
Elias Dritsas, Maria Trigka
Efficient Data-Driven Machine Learning Models for Water Quality Prediction. Comput. 11 (2) (2023)
Elias Dritsas, Maria Trigka
Supervised Machine Learning Models for Liver Disease Risk Prediction. Comput. 12 (1) (2023)
Maria Trigka, Elias Dritsas, Phivos Mylonas
A Multi-Class Classification Approach for Anemia Level Prediction with Machine Learning Models. SEEDA-CECNSM (2023)
Elias Dritsas, Maria Trigka
Supervised Machine Learning Models to Identify Early-Stage Symptoms of SARS-CoV-2. Sensors 23 (1) (2023)
Maria Trigka, Elias Dritsas, Phivos Mylonas
Mental Confusion Prediction in E-Learning Contexts with EEG and Machine Learning. NiDS (1) (2023)
Elias Dritsas, Maria Trigka, Phivos Mylonas
Machine Learning Models for Prostate Cancer Identification. KDIR (2023)
Maria Trigka, Elias Dritsas
Predicting the Occurrence of Metabolic Syndrome Using Machine Learning Models. Comput. 11 (9) (2023)
Maria Trigka, Georgios Papadoulis, Elias Dritsas, Christos Fidas
Influences of Cognitive Styles on EEG-Based Activity: An Empirical Study on Visual Content Comprehension. INTERACT (4) (2023)
Elias Dritsas, Maria Trigka
Efficient Data-Driven Machine Learning Models for Cardiovascular Diseases Risk Prediction. Sensors 23 (3) (2023)
Amalia Chrysanthakopoulou, Elias Dritsas, Maria Trigka, Phivos Mylonas
An EEG-Based Application for Real-Time Mental State Recognition in Adaptive E-Learning Environment. SMAP (2023)
Maria Trigka, Elias Dritsas
Long-Term Coronary Artery Disease Risk Prediction with Machine Learning Models. Sensors 23 (3) (2023)
Maria Trigka, Christos Mavrokefalidis, Kostas Berberidis
Efficient Distributed Multi-Task Schemes for mmWave MIMO Channel Estimation. IEEE Access 10 (2022)
Elias Dritsas, Maria Trigka
A Methodology for Extracting Power-Efficient and Contrast Enhanced RGB Images. Sensors 22 (4) (2022)
Elias Dritsas, Maria Trigka
Lung Cancer Risk Prediction with Machine Learning Models. Big Data Cogn. Comput. 6 (4) (2022)
Maria Trigka, Elias Dritsas
An Efficient Distributed Approach for Cooperative Spectrum Sensing in Varying Interests Cognitive Radio Networks. Sensors 22 (17) (2022)
Maria Trigka, Elias Dritsas
Non-Linear Observer Design with Laguerre Polynomials. Entropy 24 (7) (2022)
Maria Trigka, Andreas Kanavos, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas
The Predictive Power of a Twitter User's Profile on Cryptocurrency Popularity. Big Data Cogn. Comput. 6 (2) (2022)
Elias Dritsas, Maria Trigka
Machine Learning Methods for Hypercholesterolemia Long-Term Risk Prediction. Sensors 22 (14) (2022)
Elias Dritsas, Maria Trigka
Data-Driven Machine-Learning Methods for Diabetes Risk Prediction. Sensors 22 (14) (2022)
Elias Dritsas, Maria Trigka
Machine Learning Techniques for Chronic Kidney Disease Risk Prediction. Big Data Cogn. Comput. 6 (3) (2022)
Elias Dritsas, Maria Trigka, Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas
An Apache Spark Implementation for Text Document Clustering. SMAP (2022)
Maria Trigka, Elias Dritsas, Konstantinos Moustakas
Joint Power and Contrast Shrinking in RGB Images with Exponential Smoothing. IVMSP (2022)
Maria Trigka, Elias Dritsas, Christos Fidas
A Survey on Signal Processing Methods for EEG-based Brain Computer Interface Systems. PCI (2022)
Elias Dritsas, Maria Trigka
Stroke Risk Prediction with Machine Learning Techniques. Sensors 22 (13) (2022)
Dimitrios I. Kosmopoulos, Constantinos Constantinopoulos, Maria Trigka, Dimitrios Papazachariou, Klimis Antzakas, Venetta Lampropoulou, Antonis A. Argyros, Iason Oikonomidis, Anastasios Roussos, Nikolaos Partarakis, George Papagiannakis, Konstandinos Grigoriadis, Angeliki Koukouvou, Angeliki Moneda
Museum Guidance in Sign Language: the SignGuide project. PETRA (2022)
Elias Dritsas, Maria Trigka, Phivos Mylonas
A Multi-class Classification Approach for Weather Forecasting with Machine Learning Techniques. SMAP (2022)
Erion-Vasilis Pikoulis, Aristeidis Bifis, Maria Trigka, Constantinos Constantinopoulos, Dimitrios I. Kosmopoulos
Context-Aware Automatic Sign Language Video Transcription in Psychiatric Interviews. Sensors 22 (7) (2022)
Andreas Kanavos, Maria Trigka, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas
Community Detection Algorithms for Cultural and Natural Heritage Data in Social Networks. AIAI Workshops (2021)
Aristeidis Bifis, Maria Trigka, Sofia Dedegkika, Panagiota Goula, Constantinos Constantinopoulos, Dimitrios Kosmopoulos
A Hierarchical Ontology for Dialogue Acts in Psychiatric Interviews. PETRA (2021)
Elias Dritsas, Maria Trigka, Gerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas
Aspect-Based Community Detection of Cultural Heritage Streaming Data. IISA (2021)
Maria Trigka, Christos Mavrokefalidis, Kostas Berberidis
A Distributed Sparse Channel Estimation Technique for mm Wave Massive MIMO Systems. EUSIPCO (2021)
Maria Trigka, Christos Mavrokefalidis, Kostas Berberidis
A Distributed Sparse Channel Estimation Technique for mmWave Massive MIMO Systems. CoRR (2021)
Elias Dritsas, Andreas Kanavos, Maria Trigka, Gerasimos Vonitsanos, Spyros Sioutas, Athanasios K. Tsakalidis
Trajectory Clustering and k-NN for Robust Privacy Preserving k-NN Query Processing in GeoSpark. Algorithms 13 (8) (2020)
Maria Trigka, Christos Mavrokefalidis, Kostas Berberidis
Full snapshot reconstruction in hybrid architecture antenna arrays. EURASIP J. Wirel. Commun. Netw. 2020 (1) (2020)
Elias Dritsas, Andreas Kanavos, Maria Trigka, Spyros Sioutas, Athanasios K. Tsakalidis
Storage Efficient Trajectory Clustering and k-NN for Robust Privacy Preserving Spatio-Temporal Databases. Algorithms 12 (12) (2019)
Elias Dritsas, Maria Trigka, Panagiotis Gerolymatos, Spyros Sioutas
Trajectory Clustering and k-NN for Robust Privacy Preserving Spatiotemporal Databases. Algorithms 11 (12) (2018)
Maria Trigka, Christos Mavrokefalidis, Kostas Berberidis
An Effective Preprocessing Scheme for DoA Estimation in Hybrid Antenna Arrays. ICT (2018)