Lecture Notes in Artificial Intelligence

Machine Learning and Interpretation in Neuroimaging

4th International Workshop, MLINI 2014, Held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised Selected Papers

Editors: Rish, I., Langs, G., Wehbe, L., Cecchi, G., Chang, K.-m.K., Murphy, B. (Eds.)

Buy this book

eBook $39.99
price for Mexico (gross)
  • ISBN 978-3-319-45174-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $49.99
price for Mexico
  • ISBN 978-3-319-45173-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the revised selected papers from the 4th International Workshop on Machine Learning and Interpretation in Neuroimaging, MLINI 2014, held in Montreal, QC, Canada, in December 2014 as a satellite event of the 11th annual conference on Neural Information Processing Systems, NIPS 2014.

The 10 MLINI 2014 papers presented in this volume were carefully reviewed and selected from 17 submissions. They were organized in topical sections named: networks and decoding; speech; clinics and cognition; and causality and time-series. In addition, the book contains the 3 best papers presented at MLINI 2013.

Table of contents (13 chapters)

  • Multi-Task Learning for Interpretation of Brain Decoding Models

    Kia, Seyed Mostafa (et al.)

    Pages 3-11

  • The New Graph Kernels on Connectivity Networks for Identification of MCI

    Jie, Biao (et al.)

    Pages 12-20

  • Mapping Tractography Across Subjects

    Nguyen, Thien Bao (et al.)

    Pages 21-28

  • Automated Speech Analysis for Psychosis Evaluation

    Carrillo, Facundo (et al.)

    Pages 31-39

  • Combining Different Modalities in Classifying Phonological Categories

    Zhao, Shunan (et al.)

    Pages 40-48

Buy this book

eBook $39.99
price for Mexico (gross)
  • ISBN 978-3-319-45174-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $49.99
price for Mexico
  • ISBN 978-3-319-45173-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Machine Learning and Interpretation in Neuroimaging
Book Subtitle
4th International Workshop, MLINI 2014, Held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised Selected Papers
Editors
  • Irina Rish
  • Georg Langs
  • Leila Wehbe
  • Guillermo Cecchi
  • Kai-min Kevin Chang
  • Brian Murphy
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9444
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-45174-9
DOI
10.1007/978-3-319-45174-9
Softcover ISBN
978-3-319-45173-2
Edition Number
1
Number of Pages
X, 129
Number of Illustrations
30 b/w illustrations
Topics