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Machine learning

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

Which Biomarkers Reveal Neonatal Sepsis?

Kun Wang, Vineet Bhandari, [ ... ], Michael Kirby

Decision-Tree Based Model Analysis for Efficient Identification of Parameter Relations Leading to Different Signaling States

Yvonne Koch, Thomas Wolf, [ ... ], Benedikt Brors

Efficient Modeling and Active Learning Discovery of Biological Responses

Armaghan W. Naik, Joshua D. Kangas, Christopher J. Langmead, Robert F. Murphy

Low-Rank Regularization for Learning Gene Expression Programs

Guibo Ye, Mengfan Tang, [ ... ], Xiaohui Xie

On the Encoding of Proteins for Disordered Regions Prediction

Julien Becker, Francis Maes, Louis Wehenkel

An Automated Blur Detection Method for Histological Whole Slide Imaging

Xavier Moles Lopez, Etienne D'Andrea, [ ... ], Christine Decaestecker

Multiview Locally Linear Embedding for Effective Medical Image Retrieval

Hualei Shen, Dacheng Tao, Dianfu Ma

Effective Classification and Gene Expression Profiling for the Facioscapulohumeral Muscular Dystrophy

Félix F. González-Navarro, Lluís A. Belanche-Muñoz, Karen A. Silva-Colón

TFpredict and SABINE: Sequence-Based Prediction of Structural and Functional Characteristics of Transcription Factors

Johannes Eichner, Florian Topf, [ ... ], Andreas Zell

ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data

Brett A. McKinney, Bill C. White, [ ... ], Ann L. Oberg

Analyzing Kernel Matrices for the Identification of Differentially Expressed Genes

Xiao-Lei Xia, Huanlai Xing, Xueqin Liu

Bayesian Networks for Clinical Decision Support in Lung Cancer Care

M. Berkan Sesen, Ann E. Nicholson, [ ... ], Michael Brady

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