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Machine learning

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

Takaya Saito, Marc Rehmsmeier

published 04 Mar 2015

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Study of Integrated Heterogeneous Data Reveals Prognostic Power of Gene Expression for Breast Cancer Survival

Richard E. Neapolitan, Xia Jiang

published 27 Feb 2015

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Probing the Topological Properties of Complex Networks Modeling Short Written Texts

Diego R. Amancio

published 26 Feb 2015

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Integrating Dimension Reduction and Out-of-Sample Extension in Automated Classification of Ex Vivo Human Patellar Cartilage on Phase Contrast X-Ray Computed Tomography

Mahesh B. Nagarajan, Paola Coan, Markus B. Huber, Paul C. Diemoz, Axel Wismüller

published 24 Feb 2015

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Robust Volume Assessment of Brain Tissues for 3-Dimensional Fourier Transformation MRI via a Novel Multispectral Technique

Jyh-Wen Chai, Clayton C. Chen, Yi-Ying Wu, Hung-Chieh Chen, Yi-Hsin Tsai, Hsian-Min Chen, Tsuo-Hung Lan, Yen-Chieh Ouyang, San-Kan Lee

published 24 Feb 2015

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Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

Hong Wang, Qingsong Xu, Lifeng Zhou

published 23 Feb 2015

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Decoding Multiple Sound Categories in the Human Temporal Cortex Using High Resolution fMRI

Fengqing Zhang, Ji-Ping Wang, Jieun Kim, Todd Parrish, Patrick C. M. Wong

published 18 Feb 2015

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Disaggregating Census Data for Population Mapping Using Random Forests with Remotely-Sensed and Ancillary Data

Forrest R. Stevens, Andrea E. Gaughan, Catherine Linard, Andrew J. Tatem

published 17 Feb 2015

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An Ensemble Method with Hybrid Features to Identify Extracellular Matrix Proteins

Runtao Yang, Chengjin Zhang, Rui Gao, Lina Zhang

published 13 Feb 2015

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PON-P2: Prediction Method for Fast and Reliable Identification of Harmful Variants

Abhishek Niroula, Siddhaling Urolagin, Mauno Vihinen

published 03 Feb 2015

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16S Classifier: A Tool for Fast and Accurate Taxonomic Classification of 16S rRNA Hypervariable Regions in Metagenomic Datasets

Nikhil Chaudhary, Ashok K. Sharma, Piyush Agarwal, Ankit Gupta, Vineet K. Sharma

published 03 Feb 2015

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Figure-Associated Text Summarization and Evaluation

Balaji Polepalli Ramesh, Ricky J. Sethi, Hong Yu

published 02 Feb 2015

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IQM: An Extensible and Portable Open Source Application for Image and Signal Analysis in Java

Philipp Kainz, Michael Mayrhofer-Reinhartshuber, Helmut Ahammer

published 22 Jan 2015

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