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Laboratory of Knowledge & Intelligent Computing

The Laboratory of Knowledge & Intelligent Computing covers the educational, teaching and research needs of the Department of Informatics and Telecommunications

Research Fields

The Research Activities of the Laboratory of Knowledge and Intelligent Informatics

Soft Computing

Modelling complex Systems, Medical Decision Support Systems using Fuzzy Cognitive Maps, Modelling & Simulation in fields such as industry, business, medicine, agriculture, and environment.

Computational Intelligence and Machine Learning

Algorithms, Deep Learning, Neural Networks, Support Vector Machine, Evolutionary Computation, Metaheuristics, Probabilistic Reasoning, Combinatorial Optimization, Timetabling, Scheduling

Computational Intelligent techniques for the analysis & evaluation of medical data (Bio-signal Processing)

Polysomnographic (PSG) data, Sleep Staging, Obstructive Sleep Apnea (OSA), Electroencephalogram (EEG), Heart Rate Variability (HRV), Fetal Heart Rate (FHR), Electromyographic (EMG).

Computational Intelligent Methods for Fault/Anomaly Detection in Electro-mechanical Systems

Ιmage/Signal Processing, Thermographic image processing, Design of noninvasive methods for fault detection.

Security and Cryptography

Cryptographic Algorithms, Design secure and Trustworthy systems, Cryptographic techniques for wireless sensor networks, Design and Implementation cryptographic protocols for IoT devices, Privacy-preserving techniques, Design and Implementation of Attribute-Based credentials, Design and Implementation of cryptographic tools for developing secure and trustworthy mechanisms in e-learning applications

Geo-Informatics – Environmental Physics – Environmental Policy- Environmental Education-Environmental Legislation

Satellite Remote Sensing, Meteorology – Climatology, Environmental Risk Assessment & Decision – Making, Environmental Communication, Climate Change, Waste Management, Forest and Protected Areas, Sustainable Development, Coastal Management.

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