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1. Armano G, Mancosu G, Orro A, Saba M, Vargiu E MASSP: A hybrid genetic-neural system for predicting protein secondary structure Meeting: BITS 2005 - Year: 2005 Full text in a new tab Topic: Unspecified Abstract: Being the prediction of protein structure a very complex task, most methodologies concentrate on the simplified task of predicting secondary structures. In this paper, we illustrate a technique based on multiple experts, aimed at predicting protein secondary structures. The prediction activity results from the interaction of a population of experts, each integrating genetic and neural technologies. Roughly speaking, an expert of this kind embodies a genetic classifier designed to control the activation of a feedforward artificial neural network for performing a locally-scoped prediction activity. Genetic and neural components (i.e., guard and embedded predictor, respectively) are devoted to perform different tasks and are supplied with different information: Each guard is aimed at (soft-)partitioning the input space, insomuch assuring both the diversity and the specialization of the corresponding embedded predictor, which in turn is devoted to perform the actual prediction. |
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2. Milanesi L, Andreas G, Arlandini C, Beltrame F, Bishop C, Breton V, Ernest P, Jacq N, Legre Y, Liò P, Liuni S, Mazzuccato M, Maggi G, Meloni G, Merelli I, Morra G, Orro A, Porro I, Sanger M, Shuai S, Trombetti G BioinfoGRID: EU Bioinfomatics GRID Project Meeting: BITS 2006 - Year: 2006 Full text in a new tab Topic: Miscellanea Abstract: Missing |
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3. Moscatelli M, Bolzacchini E, D'Ursi P, Ferrero L, Gnocchi M, Lazzati Z, Orro A, Perrone MG, Milanesi L Bioinformatics infrastructure for the analysis of the relationships between particulate matter and human health Meeting: Proceedings of BITS 2010 Meeting - Year: 2010 Full text in a new tab Topic: Biological Databases and Biobanks Abstract: Missing |
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4. Orro A, Armano G, Vargiu E, Milanesi L FunGenAgent: An Agent-Based Approach for Workflow Composition in Homology Functional Genomics Meeting: BITS 2006 - Year: 2006 Full text in a new tab Topic: Genomics Abstract: Missing |
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5. Orro A, Guffanti G, Salvi E, Macciardi F, Milanesi L Data Management and Genome Wide Association Screening Meeting: BITS 2007 - Year: 2007 Full text in a new tab Topic: Large scale analysis of experimental data Abstract: Missing |