Introduction to Pattern Recognition and Machine Learning

  • CategoryOther
  • TypeE-Books
  • LanguageEnglish
  • Total size2.3 MB
  • Uploaded Bykosmous
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  • Last checkedJul. 05th '23
  • Date uploadedJul. 05th '23
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Infohash : 3C255051D977FDF04F3C0A9245B3B08921270249

Introduction to Pattern Recognition and Machine Learning




By (author): M Narasimha Murty (Indian Institute of Science, India) and V Susheela Devi (Indian Institute of Science, India)

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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  • Introduction to Pattern Recognition and Machine Learning.pdf (2.3 MB)

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