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1. Armano G, Ledda F, Vargiu E GAME: a Generic Architecture based on Multiple Experts for bioinformatics applications Meeting: BITS 2009 - Year: 2009 Full text in a new tab Topic: Databases, Ontologies, Tools and Applications Abstract: Missing |
2. Armano G, Manconi A, Vargiu E Automatic Extraction and Classification of Bioinformatics Publications through a MultiAgent System Meeting: BITS 2006 - Year: 2006 Full text in a new tab Topic: Miscellanea Abstract: Missing |
3. 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. |
4. Armano G, Saba M, Vargiu E A Graphical Tool for Protein Sequences Analysis Meeting: BITS 2006 - Year: 2006 Full text in a new tab Topic: Protein structure Abstract: Missing |
5. 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 |