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Artificial neural networks in biological and environmental analysis par Hanrahan, Grady. Publication : Boca Raton, FL CRC Press 2011 . xxii, 188 pages , "Drawing on the experience and knowledge of a practicing professional, this book provides a comprehensive introduction and practical guide to the development, optimization, and application of artificial neural networks (ANNs) in modern environmental and biological analysis. Based on our knowledge of the functioning human brain, ANNs serve as a modern paradigm for computing. Presenting basic principles of ANNs together with simulated biological and environmental data sets and real applications in the field, this volume helps scientists comprehend the power of the ANN model to explain physical concepts and demonstrate complex natural processes"--Provided by publisher. | "The cornerstones of research into prospective tools of artificial intelligence originate from knowledge of the functioning brain. Like most transforming scientific endeavors, this field-- once viewed with speculation and doubt--has had profound impacts in helping investigators elucidate complex biological, chemical, and environmental processes. Such efforts have been catalyzed by the upsurge in computational power and availability, with the co-evolution of software, algorithms, and methodologies contributing significantly to this momentum. Whether or not the computational power of such techniques is sufficient for the design and construction of truly intelligent neural systems is of continued debate. In writing Artificial Neural Networks in Biological and Environmental Analysis, my aim was to provide in-depth and timely perspectives on the fundamental, technological, and applied aspects of computational neural networks. By presenting basic principles of neural networks together with real applications in the field, I seek to stimulate communication and partnership among scientists in the fields as diverse as biology, chemistry, mathematics, medicine, and environmental science. This interdisciplinary discourse is essential not only for the success of independent and collaborative research and teaching programs, but also for the continued acquiescence of the use of neural network tools in scientific inquiry"--Provided by publisher. 25 cm. Date : 2011 Disponibilité : Exemplaires disponibles: La bibliothèque des Sciences Exactes et Naturelles (1),

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Knowledge-based bioinformatics : from analysis to interpretation   Publication : [S.l.] Wiley 2010 . 396 p. , There is an increasing need throughout the biomedical sciences for a greater understanding of knowledge-based systems and their application to genomic and proteomic research. This book discusses knowledge-based and statistical approaches, along with applications in bioinformatics and systems biology. The text emphasizes the integration of different methods for analysing and interpreting biomedical data. This, in turn, can lead to breakthrough biomolecular discoveries, with applications in personalized medicine. Key Features: Explores the fundamentals and applications of knowledge-based and statistical approaches in bioinformatics and systems biology. Helps readers to interpret genomic, proteomic, and metabolomic data in understanding complex biological molecules and their interactions. Provides useful guidance on dealing with large datasets in knowledge bases, a common issue in bioinformatics. Written by leading international experts in this field. Students, researchers, and industry professionals with a background in biomedical sciences, mathematics, statistics, or computer science will benefit from this book. It will also be useful for readers worldwide who want to master the application of bioinformatics to real-world situations and understand biological problems that motivate algorithms. 24 cm. Date : 2010 Disponibilité : Exemplaires disponibles: La bibliothèque des Sciences Exactes et Naturelles (1),

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Introduction to Evolutionary Genomics par Saitou, Naruya. Publication : . XXIII, 461 p. 227 illus. Disponibilité :  http://dx.doi.org/10.1007/978-1-4471-5304-7,

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Handbook of Neuroevolution Through Erlang par Sher, Gene I. Publication : . XX, 831 p. 172 illus. Disponibilité :  http://dx.doi.org/10.1007/978-1-4614-4463-3,

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Mobile Authentication Problems and Solutions / par Jakobsson, Markus. Publication : . XIV, 113 p. Disponibilité :  http://dx.doi.org/10.1007/978-1-4614-4878-5,

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Pattern Recognition and Classification An Introduction / par Dougherty, Geoff. Publication : . XI, 196 p. 158 illus., 104 illus. in color. Disponibilité :  http://dx.doi.org/10.1007/978-1-4614-5323-9,

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Iris Biometrics From Segmentation to Template Security / par Rathgeb, Christian. Publication : . XXII, 358 p. Disponibilité :  http://dx.doi.org/10.1007/978-1-4614-5571-4,

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3D Biometrics Systems and Applications / par Zhang, David. Publication : . XII, 290 p. Disponibilité :  http://dx.doi.org/10.1007/978-1-4614-7400-5,

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Waves in Neural Media From Single Neurons to Neural Fields / par Bressloff, Paul C. Publication : . XIX, 436 p. 151 illus., 18 illus. in color. Disponibilité :  http://dx.doi.org/10.1007/978-1-4614-8866-8,

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Optimization Approaches for Solving String Selection Problems par Pappalardo, Elisa. Publication : . VIII, 49 p. 2 illus. in color. Disponibilité :  http://dx.doi.org/10.1007/978-1-4614-9053-1,

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Cancer Bioinformatics par Xu, Ying. Publication : . XXVI, 368 p. 68 illus. Disponibilité :  http://dx.doi.org/10.1007/978-1-4939-1381-7,

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