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Research Interests

Pattern Recongition and Machine Learning: Model and Feature selection srategies, Methodologies for supervised and unsupervised classification of multidimensional data, including clustering based on evolutionary algorithm paradigm, classification by classifier fusion paradigm, one class classification, deep learning models. Application to segmentation of digital images, biomedical image classification, biomedical data, security in information systems, natural language processing.

Bioinformatics Gene expression data clustering, DNA sequence analysis, Epigenetics.

Soft computing Evolutionary Algotihms. Application to clustering, Classification, Discrete tomography. Hybrid evolutionary strategies for pathfinding and obstacle avoidance.

Distributed systems Visual interfaces for distributed perceptual systems. Application of  distributed systems for image analysis and clustering.

Health Informatics: Expert systems for guiding health content web search, tools for automatic translation of medical texts from technical to plain language Expert systems for guiding health content web search, tools for automatic translation of medical texts from technical to plain language