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Machine learning

Named Entity Recognition for Bacterial Type IV Secretion Systems

Sophia Ananiadou, Dan Sullivan, William Black, Gina-Anne Levow, Joseph J. Gillespie, Chunhong Mao, Sampo Pyysalo, BalaKrishna Kolluru, Junichi Tsujii, Bruno Sobral

published 29 Mar 2011

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CPORT: A Consensus Interface Predictor and Its Performance in Prediction-Driven Docking with HADDOCK

Sjoerd J. de Vries, Alexandre M. J. J. Bonvin

published 25 Mar 2011

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Combined Evaluation of FDG-PET and MRI Improves Detection and Differentiation of Dementia

Juergen Dukart, Karsten Mueller, Annette Horstmann, Henryk Barthel, Harald E. Möller, Arno Villringer, Osama Sabri, Matthias L. Schroeter

published 23 Mar 2011

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A Symbiotic Brain-Machine Interface through Value-Based Decision Making

Babak Mahmoudi, Justin C. Sanchez

published 14 Mar 2011

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Time since Introduction, Seed Mass, and Genome Size Predict Successful Invaders among the Cultivated Vascular Plants of Hawaii

John Paul Schmidt, John M. Drake

published 02 Mar 2011

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Heart Rate Variability Dynamics for the Prognosis of Cardiovascular Risk

Juan F. Ramirez-Villegas, Eric Lam-Espinosa, David F. Ramirez-Moreno, Paulo C. Calvo-Echeverry, Wilfredo Agredo-Rodriguez

published 28 Feb 2011

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Predictions of Hot Spot Residues at Protein-Protein Interfaces Using Support Vector Machines

Stefano Lise, Daniel Buchan, Massimiliano Pontil, David T. Jones

published 28 Feb 2011

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Comparative Study of SVM Methods Combined with Voxel Selection for Object Category Classification on fMRI Data

Sutao Song, Zhichao Zhan, Zhiying Long, Jiacai Zhang, Li Yao

published 16 Feb 2011

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Prediction of Associations between microRNAs and Gene Expression in Glioma Biology

Stefan Wuchty, Dolores Arjona, Aiguo Li, Yuri Kotliarov, Jennifer Walling, Susie Ahn, Alice Zhang, Dragan Maric, Rachel Anolik, Jean Claude Zenklusen, Howard A. Fine

published 16 Feb 2011

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Connecting Peptide Physicochemical and Antimicrobial Properties by a Rational Prediction Model

Marc Torrent, David Andreu, Victòria M. Nogués, Ester Boix

published 09 Feb 2011

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Optimization Based Tumor Classification from Microarray Gene Expression Data

Onur Dagliyan, Fadime Uney-Yuksektepe, I. Halil Kavakli, Metin Turkay

published 04 Feb 2011

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An Enhanced Probabilistic LDA for Multi-Class Brain Computer Interface

Peng Xu, Ping Yang, Xu Lei, Dezhong Yao

published 31 Jan 2011

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Disordered Microbial Communities in the Upper Respiratory Tract of Cigarette Smokers

Emily S. Charlson, Jun Chen, Rebecca Custers-Allen, Kyle Bittinger, Hongzhe Li, Rohini Sinha, Jennifer Hwang, Frederic D. Bushman, Ronald G. Collman

published 20 Dec 2010

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