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Machine learning algorithms

Empirical Mode Decomposition and k-Nearest Embedding Vectors for Timely Analyses of Antibiotic Resistance Trends

Douglas Teodoro, Christian Lovis

A Plea for Neutral Comparison Studies in Computational Sciences

Anne-Laure Boulesteix, Sabine Lauer, Manuel J. A. Eugster

Approximate Subgraph Matching-Based Literature Mining for Biomedical Events and Relations

Haibin Liu, Lawrence Hunter, Vlado Kešelj, Karin Verspoor

Exploratory Analysis of Methods for Automated Classification of Laboratory Test Orders into Syndromic Groups in Veterinary Medicine

Fernanda C. Dórea, C. Anne Muckle, [ ... ], Crawford W. Revie

Using Mathematical Algorithms to Modify Glomerular Filtration Rate Estimation Equations

Xiaohua Pei, Wanyuan Yang, [ ... ], Weihong Zhao

Using Consensus Bayesian Network to Model the Reactive Oxygen Species Regulatory Pathway

Liangdong Hu, Limin Wang

On the Relevance of Sophisticated Structural Annotations for Disulfide Connectivity Pattern Prediction

Julien Becker, Francis Maes, Louis Wehenkel

Prediction of P53 Mutants (Multiple Sites) Transcriptional Activity Based on Structural (2D&3D) Properties

R. Geetha Ramani, Shomona Gracia Jacob

Maximising the Size of Non-Redundant Protein Datasets Using Graph Theory

Simon C. Bull, Mark R. Muldoon, Andrew J. Doig

Recognizing Sights, Smells, and Sounds with Gnostic Fields

Christopher Kanan

Computing Complex Visual Features with Retinal Spike Times

Robert Gütig, Tim Gollisch, Haim Sompolinsky, Markus Meister

In Silico Target-Specific siRNA Design Based on Domain Transfer in Heterogeneous Data

Qi Liu, Han Zhou, [ ... ], Zhiwei Cao

Your Relevance Feedback Is Essential: Enhancing the Learning to Rank Using the Virtual Feature Based Logistic Regression

Fei Cai, Deke Guo, Honghui Chen, Zhen Shu

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