Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10597)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Conference series link(s): PReMI: International Conference on Pattern Recognition and Machine Intelligence
Conference proceedings info: PReMI 2017.
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Table of contents (87 papers)
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Front Matter
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Pattern Recognition and Machine Learning
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Front Matter
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Signal and Image Processing
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Front Matter
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About this book
This book constitutes the proceedings of the 7th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2017,held in Kolkata, India, in December 2017.
The total of 86 full papers presented in this volume were carefully reviewed and selected from 293 submissions. They were organized in topical sections named: pattern recognition and machine learning; signal and image processing; computer vision and video processing; soft and natural computing; speech and natural language processing; bioinformatics and computational biology; data mining and big data analytics; deep learning; spatial data science and engineering; and applications of pattern recognition and machine intelligence.
Keywords
- Machine learning algorithms
- Supervised learning
- Unsupervised learning
- Neural networks
- Natural language processing
- Computer vision problems
- Data Mining
- Data analytics
- Bioinformatics
- Speech recognition
- Biometrics
- Computational biology
- Mathematics and Statistics
- Artificial Intelligence
- image processing
- machine learning
- Support Vector Machines (SVM)
- signal processing
- image segmentation
- classifiers
Editors and Affiliations
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Indian Statistical Institute, Kolkata, India
B. Uma Shankar, Kuntal Ghosh, Deba Prasad Mandal, Shubhra Sankar Ray, Sankar K. Pal
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The Hong Kong Polytechnic University, Hong Kong, China
David Zhang
Bibliographic Information
Book Title: Pattern Recognition and Machine Intelligence
Book Subtitle: 7th International Conference, PReMI 2017, Kolkata, India, December 5-8, 2017, Proceedings
Editors: B. Uma Shankar, Kuntal Ghosh, Deba Prasad Mandal, Shubhra Sankar Ray, David Zhang, Sankar K. Pal
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-69900-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2017
Softcover ISBN: 978-3-319-69899-1Published: 01 November 2017
eBook ISBN: 978-3-319-69900-4Published: 22 November 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXVIII, 695
Number of Illustrations: 238 b/w illustrations
Topics: Special Purpose and Application-Based Systems, Artificial Intelligence, Natural Language Processing (NLP), Natural Language Processing (NLP), Image Processing and Computer Vision, Biometrics