I am interested in the following research areas:<\/p>\n\n\n\n
Membrane computing<\/span><\/strong> Cell-like, spiking neural and tissue-like P systems. Stochastic simulation and complex systems. Membrane structures and multiset tree automata. Evolutionary P systems. (see The P systems web page<\/a>)<\/p>\n\n\n\n Bioinformat<\/mark>ics and Computational Biology<\/mark><\/strong> Annotation and classification of genomic sequences. Functional and structural motifs searching. Gene finding. Machine learning applied to genomics. Simulation of epidemics and biological processes. <\/p>\n\n\n\n Classical and natural computing<\/span><\/strong> Turing machines and equivalent models. New models of (un)conventional computing. DNA computing. Undecidability. Complexity Theory. Entropic computation and information theory. Networks of bio-inspired processors.<\/p>\n\n\n\n Formal Languages and Automata Theory<\/mark><\/strong> Linear, context-free, context sensitive and recursively enumerable languages. New operations and classes of languages. New kinds of automata inspired by natural computing.<\/p>\n\n\n\n Grammatical Inference<\/span><\/strong> Learning from positive and negative data. Active learning. Learning from structural information. Language classes polynomially identifiable in the limit. Identification reductions. <\/p>\n\n\n\n I am interested in the following research areas: Membrane computing Cell-like, spiking neural and tissue-like P systems. Stochastic simulation and complex systems. Membrane structures and multiset tree automata. Evolutionary P systems. (see The P systems web page) Bioinformatics and Computational … Continue reading