Dòng Nội dung
1
Introduction to pattern recognition and machine learning / M. Narasimha Murty, V. Susheela Devi
New Jersey : World Scientific, 2015
383 pages. ; 23 cm.
Ký hiệu phân loại (DDC): 003.5
This book adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recognition; while the text provides a systematic account of its major topics such as pattern representation and nearest neighbour based classifiers, current topics -- neural networks, support vector machines and decision trees -- attributed to the recent vast progress in this field are also dealt with; introduction to Pattern Recognition and Machine Learning will equip readers, especially senior computer science undergraduates, with a deeper understanding of the subject matter.
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2
Pattern recognition : An algorithmic approach / M Narasimha Murty; V Susheela Devi
London , New York : Springer, 2011
x, 263 pages : illustrations
Ký hiệu phân loại (DDC): 006.4
Observing the environment, and recognising patterns for the purpose of decision-making, is fundamental to human nature. The scientific discipline of pattern recognition (PR) is devoted to how machines use computing to discern patterns in the real world. This must-read textbook provides an exposition of principal topics in PR using an algorithmic approach. Presenting a thorough introduction to the concepts of PR and a systematic account of the major topics, the text also reviews the vast progress made in the field in recent years. The algorithmic approach makes the material more accessible to computer science and engineering students.
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