Titlebook: New Frontiers in Mining Complex Patterns; Third International Annalisa Appice,Michelangelo Ceci,Zbigniew W. Ras Conference proceedings 201

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Rui Sarmento,Mário Cordeiro,João Gama molecular basis of structure formation, optimization, adaptation, and evolution in simple systems. Two classes of landscapes are considered (1) conformational landscapes mapping RNA conformations into free energies of formation and (2) sequence-structure mappings assigning minimum free energy struc

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networks. At all these levels, interacting systems are dynamically evolving and repeated appearance of modular structures is noted. These modular structures repeatedly appear at different levels from proteins to genetic regulatory networks. Evolution of primary structure of proteins and nucleic acid

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Claudia Diamantini,Laura Genga,Domenico Potena,Emanuele Storti molecular basis of structure formation, optimization, adaptation, and evolution in simple systems. Two classes of landscapes are considered (1) conformational landscapes mapping RNA conformations into free energies of formation and (2) sequence-structure mappings assigning minimum free energy struc

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Ilkcan Keles,Mert Ozer,I. Hakki Toroslu,Pinar Karagoznetworks. At all these levels, interacting systems are dynamically evolving and repeated appearance of modular structures is noted. These modular structures repeatedly appear at different levels from proteins to genetic regulatory networks. Evolution of primary structure of proteins and nucleic acid

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Elżbieta Kubera,Alicja A. Wieczorkowskarimental and theoretical methods available for the determination of atomic resolution structure of drug-target complexes, they are often limited to identify only the primary binding mode (site and conformation). Systematic exploration of multiple (allosteric or prerequisite) binding modes is a chall

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Semi-supervised Learning for Multi-target Regressionroblems, the availability of annotated data is limited due to the expensive, tedious and time-consuming annotation procedure. At the same, unlabeled data can be easily available in large amounts. This is especially pronounced for predictive modelling problems with a structured output space and compl