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Machine learning

Identification of a Novel Gene Signature of ES Cells Self-Renewal Fluctuation through System-Wide Analysis

Luigi Cerulo, Daniela Tagliaferri, Pina Marotta, Pietro Zoppoli, Filomena Russo, Claudia Mazio, Mario DeFelice, Michele Ceccarelli, Geppino Falco

published 02 Jan 2014

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Sparsity-Regularized HMAX for Visual Recognition

Xiaolin Hu, Jianwei Zhang, Jianmin Li, Bo Zhang

published 02 Jan 2014

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Automatic Context-Specific Subnetwork Discovery from Large Interaction Networks

Ashis Saha, Aik Choon Tan, Jaewoo Kang

published 01 Jan 2014

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Dual-Force ISOMAP: A New Relevance Feedback Method for Medical Image Retrieval

Hualei Shen, Dacheng Tao, Dianfu Ma

published 31 Dec 2013

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Combining Machine Learning Systems and Multiple Docking Simulation Packages to Improve Docking Prediction Reliability for Network Pharmacology

Kun-Yi Hsin, Samik Ghosh, Hiroaki Kitano

published 31 Dec 2013

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Application of Multi-SNP Approaches Bayesian LASSO and AUC-RF to Detect Main Effects of Inflammatory-Gene Variants Associated with Bladder Cancer Risk

Evangelina López de Maturana, Yuanqing Ye, M. Luz Calle, Nathaniel Rothman, Víctor Urrea, Manolis Kogevinas, Sandra Petrus, Stephen J. Chanock, Adonina Tardón, Montserrat García-Closas, Anna González-Neira, Gemma Vellalta, Alfredo Carrato, Arcadi Navarro, Belén Lorente-Galdós, Debra T. Silverman, Francisco X. Real, Xifeng Wu, Núria Malats

published 31 Dec 2013

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Detecting Paroxysmal Coughing from Pertussis Cases Using Voice Recognition Technology

Danny Parker, Joseph Picone, Amir Harati, Shuang Lu, Marion H. Jenkyns, Philip M. Polgreen

published 31 Dec 2013

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Uncovering and Testing the Fuzzy Clusters Based on Lumped Markov Chain in Complex Network

Fan Jing, Xie Jianbin, Wang Jinlong, Qu Jinshuai

published 31 Dec 2013

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Gene Features Selection for Three-Class Disease Classification via Multiple Orthogonal Partial Least Square Discriminant Analysis and S-Plot Using Microarray Data

Mingxing Yang, Xiumin Li, Zhibin Li, Zhimin Ou, Ming Liu, Suhuan Liu, Xuejun Li, Shuyu Yang

published 30 Dec 2013

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Protein Complex Identification by Integrating Protein-Protein Interaction Evidence from Multiple Sources

Bo Xu, Hongfei Lin, Yang Chen, Zhihao Yang, Hongfang Liu

published 27 Dec 2013

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Different Approaches for Extracting Information from the Co-Occurrence Matrix

Loris Nanni, Sheryl Brahnam, Stefano Ghidoni, Emanuele Menegatti, Tonya Barrier

published 26 Dec 2013

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Robust Spectral Clustering Using Statistical Sub-Graph Affinity Model

Justin A. Eichel, Alexander Wong, Paul Fieguth, David A. Clausi

published 26 Dec 2013

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Partitioning the Human Transcriptome Using HKera, a Novel Classifier of Housekeeping and Tissue-Specific Genes

Austin W. T. Chiang, Grace T. W. Shaw, Ming-Jing Hwang

published 20 Dec 2013

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