THE LAB

The research laboratory of Artifical-Computational Intelligence and Multidisciplinary Applications (ACIMA), has been founded by the Official Gazette issue two/1426/9-4-2021 and belongs to the Department of Biomedical Engineering, University of West Attica.

RESEARCH

The laboratory has an intense research activity, participating in research programs, while its members have a rich publication record in scientific journals and international conferences.

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PUBLICATIONS

EDUCATION

The laboratory supports courses in an undergraduate and postgraduate level. At the same time, its main members are supervising doctorate degree theses.

More on undergraduate courses

More on postgraduate courses

RESEARCH AREAS

Fuzzy Systems

Fuzzy sets, Fuzzy transforms, Fuzzy stochastic differential equations, Fuzzy inference, Hierarchical fuzzy models, Fuzzy projections, Neuro-fuzzy models

Neural Networks

Neural computation, Multi-layer perceptrons, Radial basis function networks, Kohonen networks, Neuro-fuzzy systems, Recurrent neural networks, Hybrid training methods of neural networks

Machine Learning / Pattern Recognition

Regression models, Classification, Clustering, Stochastic processes, Statistical inference, MCMC methods, Bayesian inference, Deep learning, EM algorithms

Evolutionary Computation

Genetic algorithms, Genetic programming, Swarm intelligence, Evolution strategies, Simulated annealing, Big Bang-Big Crunch, CMA-ES, Bayesian optimisation

Distributed Artificial Intelligence

Multi-agent systems of medical diagnosis, Reinforcement learning for biomedical data, Deep reinforcement learning for biomedical data (Omics, Bioimaging, Brain-Machine Interfaces, Medical Imaging), Intelligent agents, Intelligent energy systems

Reinforcement Learning / Multi-Agent Systems

Q-learning, Fuzzy Q-learning, Reinforcement learning, Deep reinforcement learning, SARSA

Ambient Intelligence

Smart buildings, Smart hospitals, Healthcare, Energy, Renewable energy, Medical diagnosis

Control Systems

Linear and nonlinear systems, PID control, Robust control, Adaptive control, Sliding control, Fuzzy sliding control, Intelligent control, Control system optimisation

Embedded Systems

Embedded fuzzy controllers, FPGA, FPGA and Fuzzy systems for medical decision making, Medical technology

TEAM

THE LABORATORY CONSISTS OF FACULTY, SPECIAL LABORATORY STAFF AND SPECIAL TECHNICAL STAFF MEMBERS FROM THE DEPARTMENT OF BIOMEDICAL ENGINEERING, AND FACULTY MEMBERS WITH SIMILAR INTERESTS FROM OTHER DEPARTMENTS IN THE UNIVERSITY OF WEST ATTICA. MOREOVER, THE LABORATORY STAFF INCLUDES POSTDOCTORAL RESEARCHERS AS WELL AS PHD CANDIDATES FROM THE DEPARTMENT OF BIOMEDICAL ENGINEERING.

 

IN THE SPIRIT OF RESEARCH COLLABORATION, THE LABORATORY DEVELOPS A NETWORK OF SCIENTIFIC PARTNERSHIPS WITH OTHER UNIVERSITIES AND RESEARCH CENTERS.

MEET THE TEAM MEMBERS