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Machine learning

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

Fan Jing, Xie Jianbin, Wang Jinlong, Qu Jinshuai

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, [ ... ], Shuyu Yang

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

Bo Xu, Hongfei Lin, [ ... ], Hongfang Liu

Different Approaches for Extracting Information from the Co-Occurrence Matrix

Loris Nanni, Sheryl Brahnam, [ ... ], Tonya Barrier

Robust Spectral Clustering Using Statistical Sub-Graph Affinity Model

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

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

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