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Machine learning

Large-Scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory

Xiaolei Ma, Haiyang Yu, Yunpeng Wang, Yinhai Wang

Determination of the Optimal Training Principle and Input Variables in Artificial Neural Network Model for the Biweekly Chlorophyll-a Prediction: A Case Study of the Yuqiao Reservoir, China

Yu Liu, Du-Gang Xi, Zhao-Liang Li

Prediction of Chemical Respiratory Sensitizers Using GARD, a Novel In Vitro Assay Based on a Genomic Biomarker Signature

Andy Forreryd, Henrik Johansson, [ ... ], Malin Lindstedt

Systematic Artifacts in Support Vector Regression-Based Compound Potency Prediction Revealed by Statistical and Activity Landscape Analysis

Jenny Balfer, Jürgen Bajorath

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

Takaya Saito, Marc Rehmsmeier

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

Richard E. Neapolitan, Xia Jiang

Probing the Topological Properties of Complex Networks Modeling Short Written Texts

Diego R. Amancio

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, [ ... ], Axel Wismüller

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

Jyh-Wen Chai, Clayton C. Chen, [ ... ], San-Kan Lee

Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

Hong Wang, Qingsong Xu, Lifeng Zhou

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

Fengqing Zhang, Ji-Ping Wang, [ ... ], Patrick C. M. Wong

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

An Ensemble Method with Hybrid Features to Identify Extracellular Matrix Proteins

Runtao Yang, Chengjin Zhang, Rui Gao, Lina Zhang

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