Graduate Programme

Data Analysis & Machine-Statistical Learning

Personnel

Faculty – Instructors

 

ARGYROS, AntonisProfessorDepartment of Computer Science, University of Crete

Computer Vision, Robot Navigation

FRUDAKIS, IoannisProfessorDepartment of Chemistry, University of Crete

Computational Chemistry, Machine Learning techniques in Material Science

HARMANDARIS, VagelisProfessorDepartment of Mathematics and Applied Mathematics, University of Crete

Mathematical and Computational Modeling of Soft Matter

KAMARIANAKIS, YiannisAssociate ProfessorInstitute of Applied and Computational Mathematics - FORTH

Spatial time-series modeling, Parametric nonlinear autoregressive models, Robust estimation, quantile regression, Network flow forecasting, Statistical models in geosciences, Quantitative methods in medical research

KATSAOUNIS, TheodorosProfessorDepartment of Mathematics and Applied Mathematics, University of Crete

Numerical methods for partial differential equations, Scientific Computing, Mathematical Modelling

KOLOUNTZAKIS, MihalisProfessorDepartment of Mathematics and Applied Mathematics, University of Crete

Probabilistic methods, Theoretical Computer Science, Additive Number Theory, Harmonic Analysis

KOMODAKIS, NikosAssistant ProfessorDepartment of Computer Science, University of Crete

Deep learning, computer vision, machine learning, medical image analysis and artificial intelligence.

KOSSIORIS, GeorgiosProfessorDepartment of Mathematics and Applied Mathematics, University of Crete

Partial Differential Equations and Applications

MAKRIDAKIS, CharalambosProfessorDepartment of Mathematics and Applied Mathematics, University of Crete

Numerical Analysis, Scientific Computing

PANTAZIS, YannisAssistant ProfessorInstitute of Applied and Computational Mathematics - FORTH

Statistics, Stochastic Processes, Machine Learning

PAPAPDOPOULI MariaProfessorDepartment of Computer Science, University of Crete

Networks, Mobile computing, Internet of Things, Telecommunications, Performance Analysis Computational Neuroscience, Brain Networks Analysis & Modeling

PLEXOUSAKIS, DimitrisProfessorDepartment of Computer Science, University of Crete

Knowledge Representation and Reasoning, Conceptual Modeling, Knowledge Base Management Systems, Knowledge Representation and Management on the Semantic Web and in Ambient Intelligence Environments

PLEXOUSAKIS, MichaelAssistant ProfessorDepartment of Mathematics and Applied Mathematics, University of Crete

Numerical Analysis, Numerical Solution of differential equations, Scientific Computing

REMEDIAKIS, IoannisAssociate ProfessorDepartment of Materials Science & Technology, University of Crete

Mathematical and Computational Modeling of Soft Matter

ROUSSOS, Anastasios (Tassos)Technical Laboratory StaffInstitute of Computer Science - FORTH

Computer Vision, Machine Learning, Variational Methods and Partial Differential Equations

STYLIANOU, YannisProfessorDepartment of Computer Science, University of Crete

Speech Signal Processing, Audio Signal Processing, Statistical Signal Processing, Biomedical Signal Processing and Bioacoustics

TAROUDAKIS, MichaelProfessorDepartment of Mathematics and Applied Mathematics, University of Crete

Underwater acoustics, Machine Learning, Seismic waves, Noise and Vibration Control, Marine Bioacoustics, Music and Mathematics

TRAHANIAS, PanosProfessorDepartment of Computer Science, University of Crete

Human-Robot Interaction, Autonomous Navigation, Brain Modeling / Time Perception

TRIANTAFYLLOU, SofiaAssistant ProfessorDepartment of Mathematics and Applied Mathematics, University of Crete

Probabilities, Statistics, Causality.

TSAKALIDES, PanagiotisProfessorDepartment of Computer Science, University of Crete

Statistical Signal Processing, Deep Learning techniques, Data Analysis

TSAMARDINOS, IoannisProfessorDepartment of Computer Science, University of Crete

Artificial Intelligence and Philosophy of AI, Artificial Intelligence in BiomedicineMachine Learning, Causal Inference and Induction, Learning from Biomedical Data, Feature and Variable Selection for Classification, Bioinformatics, Planning, Applications of Machine Learning in Biomedical Informatics.

TSIRONIS, GeorgeProfessorDepartment of Physics, University of Crete

Condensed matter physics, statistical mechanics, nonlinear physics, and quantum metamaterials, Machine Learning

TZAGARAKIS, GeorgeTechnical Laboratory StaffInstitute of Computer Science - FORTH

Statistical signal and image processing,