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Machine learning

Suicide disparities across metropolitan areas in the US: A comparative assessment of socio-environmental factors using a data-driven predictive approach

Sayanti Mukherjee, Zhiyuan Wei

A New Supervised Over-Sampling Algorithm with Application to Protein-Nucleotide Binding Residue Prediction

Jun Hu, Xue He, [ ... ], Hong-Bin Shen

Analyzing cross-college course enrollments via contextual graph mining

Yongzhen Wang, Xiaozhong Liu, Yan Chen

SkipCor: Skip-Mention Coreference Resolution Using Linear-Chain Conditional Random Fields

Slavko Žitnik, Lovro Šubelj, Marko Bajec

Classifying three imaginary states of the same upper extremity using time-domain features

Mojgan Tavakolan, Zack Frehlick, Xinyi Yong, Carlo Menon

Powerful Tests for Multi-Marker Association Analysis Using Ensemble Learning

Badri Padhukasahasram, Chandan K. Reddy, [ ... ], L. Keoki Williams

A Novel CNN pooling layer for breast cancer segmentation and classification from thermograms

Esraa A. Mohamed, Tarek Gaber, Omar Karam, Essam A. Rashed

Research on joint model relation extraction method based on entity mapping

Hongmei Tang, Dixiongxiao Zhu, [ ... ], Lihong Wang

The influence of the negative-positive ratio and screening database size on the performance of machine learning-based virtual screening

Rafał Kurczab, Andrzej J. Bojarski

A deep learning approach for lower back-pain risk prediction during manual lifting

Kristian Snyder, Brennan Thomas, [ ... ], Dwight Werren

Statistical methods versus machine learning techniques for donor-recipient matching in liver transplantation

David Guijo-Rubio, Javier Briceño, [ ... ], César Hervás-Martínez

Copper price prediction using LSTM recurrent neural network integrated simulated annealing algorithm

Jiahao Chen, Jiahui Yi, [ ... ], Chuandi Fang

Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs

Mohammad Hadi Mehdizavareh, Sobhan Hemati, Hamid Soltanian-Zadeh

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