Pattern Recognition Applications and Methods
6th International Conference, ICPRAM 2017, Porto, Portugal, February 24–26, 2017, Revised Selected Papers
Editors: De Marsico, Maria, Sanniti di Baja, Gabriella, Fred, Ana (Eds.)
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- About this book
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This book contains revised and extended versions of selected papers from the 6th International Conference on Pattern Recognition, ICPRAM 2017, held in Porto, Portugal, in February 2017.
The 13 full papers presented were carefully reviewed and selected from 139 initial submissions. They aim at making visible and understandable the relevant trends of current research on pattern recognition.
- Table of contents (13 chapters)
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Control Variates as a Variance Reduction Technique for Random Projections
Pages 1-20
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Graph Classification with Mapping Distance Graph Kernels
Pages 21-44
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Domain Adaptation Transfer Learning by Kernel Representation Adaptation
Pages 45-61
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Optimal Linear Imputation with a Convergence Guarantee
Pages 62-79
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Condensing Deep Fisher Vectors: To Choose or to Compress?
Pages 80-98
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Table of contents (13 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Pattern Recognition Applications and Methods
- Book Subtitle
- 6th International Conference, ICPRAM 2017, Porto, Portugal, February 24–26, 2017, Revised Selected Papers
- Editors
-
- Maria De Marsico
- Gabriella Sanniti di Baja
- Ana Fred
- Series Title
- Image Processing, Computer Vision, Pattern Recognition, and Graphics
- Series Volume
- 10857
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-319-93647-5
- DOI
- 10.1007/978-3-319-93647-5
- Softcover ISBN
- 978-3-319-93646-8
- Edition Number
- 1
- Number of Pages
- XVI, 235
- Number of Illustrations
- 108 b/w illustrations
- Topics
