Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate ...
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This book constitutes the refereed post-proceedings of the First PASCAL Machine Learning Challenges Workshop, MLCW 2005. ...
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The book is organized in four parts: The first focuses on technical aspects, basic mathematical notions and elementary machine ...
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The two premier annual European conferences in the areas of machine learning and data mining have been collocated ever since ...
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A Particle Strategy for Solving the Fokker-Planck Equation Modelling the Fiber Orientation Distribution in Steady Recirculating ...
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This book constitutes the thoroughly refereed joint post-workshop proceedings of two co-located events: the Second International ...
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This book constitutes the thoroughly refereed postproceedings of the 16th Italian Workshop on Neural Nets, WIRN 2005, as ...
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Novel Algorithms and Techniques in Telecommunications, Automation and Industrial Electronics includes a set of rigorously ...
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They deal with spectral and perturbation theory of linear operators in indefinite inner product spaces and their applications. ...
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They deal with spectral and perturbation theory of linear operators in indefinite inner product spaces and their applications. ...
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Privacy in statistical databases is a discipline whose purpose is to provide - lutions to the con?ict between the increasing ...
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Author Sander van Vugt comprehensively covers this server product, and takes you through all of the necessary setup stages ...
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One of the key open questions within arti?cial intelligence is how to combine probability and logic with learning. This question ...
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Here are the refereed proceedings of the 10th International Symposium on Recent Advances in Intrusion Detection. Papers cover ...
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Research in the field of gene regulation is evolving rapidly in an ever-changing scientific environment. Microarray techniques ...
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Soft Computing for Information Processing and Analysis" includes reports from the front of soft computing in the internet ...
Lire la suiteSoft Computing admits approximate reasoning, imprecision, uncertainty and partial truth in order to mimic aspects of the ...
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Hard real-time systems are very predictable, but not sufficiently flexible to adapt to dynamic situations. They are built ...
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This book explains the principles that make support vector machines (SVMs) a successful modelling and prediction tool for ...
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I was shocked to see a student’s report on performance comparisons between support vector machines (SVMs) and fuzzy classi?ers ...
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