000 04742nam a22006975i 4500
001 978-3-319-45174-9
003 DE-He213
005 20240730165541.0
007 cr nn 008mamaa
008 160912s2016 sz | s |||| 0|eng d
020 _a9783319451749
_9978-3-319-45174-9
024 7 _a10.1007/978-3-319-45174-9
_2doi
050 4 _aQ337.5
050 4 _aTK7882.P3
072 7 _aUYQP
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYQP
_2thema
082 0 4 _a006.4
_223
245 1 0 _aMachine Learning and Interpretation in Neuroimaging
_h[electronic resource] :
_b4th International Workshop, MLINI 2014, Held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised Selected Papers /
_cedited by Irina Rish, Georg Langs, Leila Wehbe, Guillermo Cecchi, Kai-min Kevin Chang, Brian Murphy.
250 _a1st ed. 2016.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aX, 129 p. 30 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v9444
505 0 _aNetworks 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. .
520 _aThis 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.
650 0 _aPattern recognition systems.
_93953
650 0 _aComputer vision.
_989509
650 0 _aArtificial intelligence.
_93407
650 0 _aApplication software.
_989510
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aMathematical statistics.
_99597
650 0 _aData mining.
_93907
650 1 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aComputer Vision.
_989511
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer and Information Systems Applications.
_989512
650 2 4 _aProbability and Statistics in Computer Science.
_931857
650 2 4 _aData Mining and Knowledge Discovery.
_989513
700 1 _aRish, Irina.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_989514
700 1 _aLangs, Georg.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_989515
700 1 _aWehbe, Leila.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_989516
700 1 _aCecchi, Guillermo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_989517
700 1 _aChang, Kai-min Kevin.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_989518
700 1 _aMurphy, Brian.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_989519
710 2 _aSpringerLink (Online service)
_989520
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319451732
776 0 8 _iPrinted edition:
_z9783319451756
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v9444
_989521
856 4 0 _uhttps://doi.org/10.1007/978-3-319-45174-9
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c86389
_d86389