VLSI Physical Design : From Graph Partitioning To Timing Closure Paperback

Andrew B. Kahng

Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product., Cutting-edge machine learning principles, practices, and applications, This comprehensive textbook explores the theoretical underpinnings of learning and equips readers with the knowledge needed to apply powerful machine learning techniques to solve challenging real-world problems. Applied Machine Learning shows, step by step, how to conceptualize problems, accurately represent data, select and tune algorithms, interpret and analyze results, and make informed strategic decisions. Presented in a non-rigorous mathematical style, the book covers a broad array of machine learning topics with special emphasis on methods that have been profitably employed., Coverage includes:, *Supervised learning*Statistical learning*Learning with support vector machines (SVM)*Learning with neural networks (NN)*Fuzzy inference systems*Data clustering*Data transformations*Decision tree learning*Business intelligence*Data mining*And much more

9789048195909

English

Springer

01 April 2011

310

Jens Lienig

Igor L Markov

Jin Hu