Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)最新文献
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_7
J. Rondina, J. Shawe-Taylor, J. Miranda
{"title":"A New Feature Selection Method Based on Stability Theory - Exploring Parameters Space to Evaluate Classification Accuracy in Neuroimaging Data","authors":"J. Rondina, J. Shawe-Taylor, J. Miranda","doi":"10.1007/978-3-642-34713-9_7","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_7","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"8 1","pages":"51-59"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81607464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_5
M. Casey, J. Thompson, Olivia Kang, Rajeev D. S. Raizada, T. Wheatley
{"title":"Population Codes Representing Musical Timbre for High-Level fMRI Categorization of Music Genres","authors":"M. Casey, J. Thompson, Olivia Kang, Rajeev D. S. Raizada, T. Wheatley","doi":"10.1007/978-3-642-34713-9_5","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_5","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"39 1","pages":"34-41"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88457647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_17
Diego Sona, P. Avesani, S. Magon, G. Basso, G. Miceli
{"title":"Pairwise Analysis for Longitudinal fMRI Studies","authors":"Diego Sona, P. Avesani, S. Magon, G. Basso, G. Miceli","doi":"10.1007/978-3-642-34713-9_17","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_17","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"37 1","pages":"132-139"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83908037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_31
Ariana E. Anderson, D. Han, P. Douglas, J. Bramen, Mark S. Cohen
{"title":"Real-Time Functional MRI Classification of Brain States Using Markov-SVM Hybrid Models: Peering Inside the rt-fMRI Black Box","authors":"Ariana E. Anderson, D. Han, P. Douglas, J. Bramen, Mark S. Cohen","doi":"10.1007/978-3-642-34713-9_31","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_31","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"32 1","pages":"242-255"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87324043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_4
J. Etzel, Michael W. Cole, T. Braver
{"title":"Looking Outside the Searchlight","authors":"J. Etzel, Michael W. Cole, T. Braver","doi":"10.1007/978-3-642-34713-9_4","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_4","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"18 1","pages":"26-33"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78906223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_22
G. Varoquaux, B. Thirion
{"title":"Statistical Learning for Resting-State fMRI: Successes and Challenges","authors":"G. Varoquaux, B. Thirion","doi":"10.1007/978-3-642-34713-9_22","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_22","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"36 1","pages":"172-177"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73318898","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_2
Alexandre Gramfort, G. Varoquaux, B. Thirion
{"title":"Beyond Brain Reading: Randomized Sparsity and Clustering to Simultaneously Predict and Identify","authors":"Alexandre Gramfort, G. Varoquaux, B. Thirion","doi":"10.1007/978-3-642-34713-9_2","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_2","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"35 1","pages":"9-16"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74411063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_15
Philip P. Kwok, O. Ciccarelli, D. Chard, David H. Miller, D. Alexander
{"title":"Predicting Clinically Definite Multiple Sclerosis from Onset Using SVM","authors":"Philip P. Kwok, O. Ciccarelli, D. Chard, David H. Miller, D. Alexander","doi":"10.1007/978-3-642-34713-9_15","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_15","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"37 1","pages":"116-123"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78202882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_23
F. Deligianni, G. Varoquaux, B. Thirion, E. Robinson, D. Sharp, A. Edwards, D. Rueckert
{"title":"Relating Brain Functional Connectivity to Anatomical Connections: Model Selection","authors":"F. Deligianni, G. Varoquaux, B. Thirion, E. Robinson, D. Sharp, A. Edwards, D. Rueckert","doi":"10.1007/978-3-642-34713-9_23","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_23","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"18 1","pages":"178-185"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78946442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2011-12-16DOI: 10.1007/978-3-642-34713-9_10
Toke Jansen Hansen, L. K. Hansen, Kristoffer Hougaard Madsen
{"title":"Decoding Complex Cognitive States Online by Manifold Regularization in Real-Time fMRI","authors":"Toke Jansen Hansen, L. K. Hansen, Kristoffer Hougaard Madsen","doi":"10.1007/978-3-642-34713-9_10","DOIUrl":"https://doi.org/10.1007/978-3-642-34713-9_10","url":null,"abstract":"","PeriodicalId":92424,"journal":{"name":"Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)","volume":"60 1","pages":"76-83"},"PeriodicalIF":0.0,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89167840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Machine learning and interpretation in neuroimaging : 4th international workshop, MLINI 2014, held at NIPS 2014, Montreal QC, Canada, December 13, 2014 : revised selected papers. MLINI (Workshop) (4th : 2014 : Montreal, Quebec)
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