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Machine learning

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

Slavko Žitnik, Lovro Šubelj, Marko Bajec

Prediction of Survival with Alternative Modeling Techniques Using Pseudo Values

Tjeerd van der Ploeg, Frank Datema, Robert Baatenburg de Jong, Ewout W. Steyerberg

Classification of Four-Class Motor Imagery Employing Single-Channel Electroencephalography

Sheng Ge, Ruimin Wang, Dongchuan Yu

Application of Random Forests Methods to Diabetic Retinopathy Classification Analyses

Ramon Casanova, Santiago Saldana, [ ... ], Walter T. Ambrosius

Mining Gene Expression Data of Multiple Sclerosis

Pi Guo, Qin Zhang, [ ... ], Ke Li

Support Vector Machine Classification of Streptavidin-Binding Aptamers

Xinliang Yu, Yixiong Yu, Qun Zeng

Reliable Multi-Label Learning via Conformal Predictor and Random Forest for Syndrome Differentiation of Chronic Fatigue in Traditional Chinese Medicine

Huazhen Wang, Xin Liu, [ ... ], Yanzhu Hong

A Feasibility Study of an Improved Procedure for Using EEG to Detect Brain Responses to Imagery Instruction in Patients with Disorders of Consciousness

Anna Lisa Mangia, Marco Pirini, Laura Simoncini, Angelo Cappello

Predicting Epileptic Seizures in Advance

Negin Moghim, David W. Corne

GWAS in a Box: Statistical and Visual Analytics of Structured Associations via GenAMap

Eric P. Xing, Ross E. Curtis, [ ... ], Peter Kinnaird

Automatic Detection of Regions in Spinach Canopies Responding to Soil Moisture Deficit Using Combined Visible and Thermal Imagery

Shan-e-Ahmed Raza, Hazel K. Smith, [ ... ], Nasir M. Rajpoot

Identification of Different Varieties of Sesame Oil Using Near-Infrared Hyperspectral Imaging and Chemometrics Algorithms

Chuanqi Xie, Qiaonan Wang, Yong He

Voluntary Enhancement of Neural Signatures of Affiliative Emotion Using fMRI Neurofeedback

Jorge Moll, Julie H. Weingartner, [ ... ], Roland Zahn

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