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Pattern Recognition and Machine Learning (Information Science and Statistics)
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Pattern Recognition and Classification: An Introduction
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Intelligent automation is the combination of artificial intelligence (AI) and robotic process automation (RPA) that is used to create smart business processes and workflows that think, learn, and make decisions on their own.It represents an evolved stage of automation in which machines mimic human actions and possess cognitive capabilities, including machine vision, natural language generation…
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Cism International Centre for Mechanical Sciences: Algebraic Methods in Pattern Recognition: Course Held at the Department of Automation and Information, July 1971 (Paperback)
Algebraic Methods in Pattern Recognition: Course Held at the Department of Automation and Information, July 1971 • Author: Juliusz Kulikowski • ISBN:9783211811283 • Format:Paperback • Publication Date:1973-06-26
Pattern Recognition and Classification: An Introduction (Paperback)
The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in the field, the subject remains very challenging, especially for the beginner. Pattern Recognition and Classification presents a comprehensive introduction to the core concepts involved in automated pattern recognition. It is designed to be accessible to newcomers from varied backgrounds, but it will also be useful to researchers and professionals in image and signal processing and analysis, and in computer vision. Fundamental concepts of supervised and unsupervised classification are presented in an informal, rather than axiomatic, treatment so that the reader can quickly acquire the necessary background for applying the concepts to real problems. More advanced topics, such as semi-supervised classification, combining clustering algorithms and relevance feedback are addressed in the later chapters. This book is suitable for undergraduates and graduates studying pattern recognition and machine learning. • Author: Geoff Dougherty • ISBN:9781493953356 • Format:Paperback • Publication Date:2017-04-30
Automated Reasoning: Automated Reasoning: Essays in Honor of Woody Bledsoe (Paperback)
These essays have been written to honor W. W. Bledsoe, a scientist who has contributed to such diverse fields as mathematics, systems analysis, pattern recognition, biology, artificial intelligence, and automated reasoning. The first essay provides a sketch of his life, emphasizing his scientific contributions. The diversity of the fields to which Bledsoe has contributed is reflected in the ra
nge of the other essays, which are original scientific contributions by some of his many friends and colleagues. Bledsoe is a founding father of the field of automated reasoning, and a majority of the essays are on that topic. These essays are collected together here not only to acknowledge Bledsoe’s manifold and substantial scientific contributions but also to express our appreciation for the great care and energy that he has devoted to nurturing many of the scientists working in those scientific fields he has helped found. Robert S. Boyer Austin February, 1991 ix Acknow ledgements Thanks to Larry Wos, editor of the Journal of Automated Reasoning, and Derek Middleton and Martin Scrivener, Kluwer Academic editors, for sup- porting the idea of initiating this collection of essays. Thanks to A. Michael Ballantyne and Michael Spivak, for help with lffi.TWC, especially in identifying many formatting problems and providing fixes. • ISBN:9789401055420 • Format:Paperback • Publication Date:2012-10-17
Pattern Recognition and Classification : An Introduction (Hardcover)
This volume, both comprehensive and accessible, introduces all the key concepts in pattern recognition, and includes many examples and exercises that make it an ideal guide to an important methodology widely deployed in today’s ubiquitous automated systems. Introduction.- Classification.- Nonmetric Methods.- Statistical Pattern Recognition.- Supervised Learning.- Nonparametric Learning.- Feature Extraction and Selection.- Unsupervised Learning.- Estimating and Comparing Classifiers.- Projects • Author: Geoff Dougherty • ISBN:9781461453222 • Format:Hardcover • Publication Date:2012-10-29
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SikuliX is very unusual – a scripting/automation technology that relies on pattern matching, and is available for use via Python or Java. Developed at the User Interface Design Group at MIT, …
