Machine learning and interpretation in neuroimaging : 4th International Workshop, MLINI 2014, held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised selected papers /: 4th International Workshop, MLINI 2014, held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised selected papers. (2016)
- Record Type:
- Book
- Title:
- Machine learning and interpretation in neuroimaging : 4th International Workshop, MLINI 2014, held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised selected papers /: 4th International Workshop, MLINI 2014, held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised selected papers. (2016)
- Main Title:
- Machine learning and interpretation in neuroimaging : 4th International Workshop, MLINI 2014, held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised selected papers
- Other Titles:
- MLINI 2014
- Further Information:
- Note: Irina Rish, Georg Langs, Leila Wehbe, Guillermo Cecchi, Kai-min Kevin Chang, Brian Murphy (eds.).
- Editors:
- Rish, Irina, 1969-
Langs, Georg
Wehbe, Leila
Cecchi, Guillermo A
Chang, Kai-min Kevin
Murphy, Brian - Other Names:
- MLINI (Workshop), 4th
NIPS (Conference) - Contents:
- Networks and Decoding -- Multi-Task Learning for Interpretation of Brain Decoding Models -- The New Graph Kernels on Connectivity Networks for Identification of MCI -- Mapping Tractography Across Subjects -- Speech -- Automated speech analysis for psychosis evaluation -- Combining different modalities in classifying phonological categories -- Clinics and cognition -- Label-alignment-based Multi-task Feature Selection for Multimodal Classification of Brain Disease -- Leveraging Clinical Data to Enhance Localization of Brain Atrophy -- Estimating Learning Effects: A Short-Time Fourier Transform Regression Model for MEG Source Localization -- Causality and time-series -- Classification-based Causality Detection in Time Series -- Fast and Improved SLEX Analysis of High-dimensional Time Series -- Best paper awards: MLINI 2013 -- Predicting Short-Term Cognitive Change from Longitudinal Neuroimaging Analysis -- Hyperalignment of Multi-Subject fMRI Data by Synchronized Projections -- An oblique approach to prediction of conversion to Alzheimer's Disease with multikernel Gaussian Processes.
- Publisher Details:
- Cham, Switzerland : Springer
- Publication Date:
- 2016
- Extent:
- 1 online resource (x, 129 pages), illustrations
- Subjects:
- 006.3/1
Computer science
Machine learning -- Congresses
Artificial intelligence -- Medical applications -- Congresses
Brain -- Imaging -- Data processing -- Congresses
Artificial intelligence -- Medical applications
Machine learning
Computer Science
Pattern Recognition
Image Processing and Computer Vision
Artificial Intelligence (incl. Robotics)
Information Systems Applications (incl. Internet)
Probability and Statistics in Computer Science
Data Mining and Knowledge Discovery
Computers -- Computer Graphics
Computers -- Intelligence (AI) & Semantics
Computers -- Information Technology
Computers -- Mathematical & Statistical Software
Computers -- Database Management -- Data Mining
Image processing
Artificial intelligence
Information retrieval
Maths for computer scientists
Data mining
Optical pattern recognition
Computer vision
Artificial intelligence
Data mining
Computers -- Computer Vision & Pattern Recognition
Pattern recognition
Electronic books
Conference papers and proceedings - Languages:
- English
- ISBNs:
- 9783319451749
3319451731
9783319451732 - Related ISBNs:
- 331945174X
9783319451732 - Notes:
- Note: Online resource; title from PDF title page (SpringerLink, viewed September 23, 2016).
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.370353
- Ingest File:
- 01_356.xml