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Data reduction

Apparent Survival Rates of Forest Birds in Eastern Ecuador Revisited: Improvement in Precision but No Change in Estimates

John G. Blake, Bette A. Loiselle

The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning

Bo Yu, Zheng Wang, [ ... ], Ruixin Gou

A simple strategy to enhance the speed of protein secondary structure prediction without sacrificing accuracy

Sheng-Hung Juan, Teng-Ruei Chen, Wei-Cheng Lo

Rough sets and Laplacian score based cost-sensitive feature selection

Shenglong Yu, Hong Zhao

Additive integer-valued data envelopment analysis with missing data: A multi-criteria evaluation approach

Chunhua Chen, Jianwei Ren, Lijun Tang, Haohua Liu

A robust intrusion detection system based on a shallow learning model and feature extraction techniques

Chadia E. L. Asry, Ibtissam Benchaji, Samira Douzi, Bouabid E. L. Ouahidi

Developing SENSES: Student experience of non-shared environment scales

Sundus Yerdelen, Tracy Durksen, [ ... ], Kathryn Asbury

Optimization design and application of library face recognition access control system based on improved PCA

Na Lin, Yan Ding, Yulei Tan

Automatic unsupervised respiratory analysis of infant respiratory inductance plethysmography signals

Carlos A. Robles-Rubio, Robert E. Kearney, Gianluca Bertolizio, Karen A. Brown

A Spacecraft Electrical Characteristics Multi-Label Classification Method Based on Off-Line FCM Clustering and On-Line WPSVM

Ke Li, Yi Liu, [ ... ], Shaoyi Du

Distributed Function Mining for Gene Expression Programming Based on Fast Reduction

Song Deng, Dong Yue, [ ... ], Ya-zhou Feng

Discretisation of conditions in decision rules induced for continuous data

Urszula Stańczyk, Beata Zielosko, Grzegorz Baron

Improved Estimation of Human Lipoprotein Kinetics with Mixed Effects Models

Martin Berglund, Martin Adiels, [ ... ], Bernt Wennberg

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