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The eagerly anticipated updated resource on one of the most important areas of research and development: multi-agent systems Multi-agent systems allow many intelligent agents to interact with each other; and this field of study has advanced at a rapid...
Humans perceive the three-dimensional structure of the world with apparent ease. However; despite all of the recent advances in computer vision research; the dream of having a computer interpret an image at the same level as a two-year old remains elusive
This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes several important modern algorithms; provides the theoretical underpinnings of these algorithms; and illustrates key aspects for their application.
This book proposes a set of models to describe fuzzy multi-objective decision making (MODM); fuzzy multi-criteria decision making (MCDM); fuzzy group decision making (GDM) and fuzzy multi-objective group decision-making problems; respectively. It also...
This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It uses graphical models to...