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Machine learning

Pre-Impact Fall Detection: Optimal Sensor Positioning Based on a Machine Learning Paradigm

Dario Martelli, Fiorenzo Artoni, Vito Monaco, Angelo Maria Sabatini, Silvestro Micera

published 21 Mar 2014

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Area under Precision-Recall Curves for Weighted and Unweighted Data

Jens Keilwagen, Ivo Grosse, Jan Grau

published 20 Mar 2014

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Adaptive Distance Metric Learning for Diffusion Tensor Image Segmentation

Youyong Kong, Defeng Wang, Lin Shi, Steve C. N. Hui, Winnie C. W. Chu

published 20 Mar 2014

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Robots Show Us How to Teach Them: Feedback from Robots Shapes Tutoring Behavior during Action Learning

Anna-Lisa Vollmer, Manuel Mühlig, Jochen J. Steil, Karola Pitsch, Jannik Fritsch, Katharina J. Rohlfing, Britta Wrede

published 19 Mar 2014

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HybridGO-Loc: Mining Hybrid Features on Gene Ontology for Predicting Subcellular Localization of Multi-Location Proteins

Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung

published 19 Mar 2014

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High Precision Prediction of Functional Sites in Protein Structures

Ljubomir Buturovic, Mike Wong, Grace W. Tang, Russ B. Altman, Dragutin Petkovic

published 14 Mar 2014

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Automated Breast Image Classification Using Features from Its Discrete Cosine Transform

Edward J. Kendall, Matthew T. Flynn

published 14 Mar 2014

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A Graph-Theoretic Approach for Identifying Non-Redundant and Relevant Gene Markers from Microarray Data Using Multiobjective Binary PSO

Monalisa Mandal, Anirban Mukhopadhyay

published 13 Mar 2014

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Learning to Rank Figures within a Biomedical Article

Feifan Liu, Hong Yu

published 13 Mar 2014

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Integrating Semantic Information into Multiple Kernels for Protein-Protein Interaction Extraction from Biomedical Literatures

Lishuang Li, Panpan Zhang, Tianfu Zheng, Hongying Zhang, Zhenchao Jiang, Degen Huang

published 12 Mar 2014

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Using Multi-Instance Hierarchical Clustering Learning System to Predict Yeast Gene Function

Bo Liao, Yun Li, Yan Jiang, Lijun Cai

published 12 Mar 2014

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A Formal Algorithm for Verifying the Validity of Clustering Results Based on Model Checking

Shaobin Huang, Yuan Cheng, Dapeng Lang, Ronghua Chi, Guofeng Liu

published 07 Mar 2014

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An Active Learning Approach for Rapid Characterization of Endothelial Cells in Human Tumors

Raghav K. Padmanabhan, Vinay H. Somasundar, Sandra D. Griffith, Jianliang Zhu, Drew Samoyedny, Kay See Tan, Jiahao Hu, Xuejun Liao, Lawrence Carin, Sam S. Yoon, Keith T. Flaherty, Robert S. DiPaola, Daniel F. Heitjan, Priti Lal, Michael D. Feldman, Badrinath Roysam, William M. F. Lee

published 06 Mar 2014

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