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Machine learning

Multiclass Support Vector Machine-Based Lesion Mapping Predicts Functional Outcome in Ischemic Stroke Patients

Nils Daniel Forkert, Tobias Verleger, [ ... ], Jens Fiehler

Rule Extraction Based on Extreme Learning Machine and an Improved Ant-Miner Algorithm for Transient Stability Assessment

Yang Li, Guoqing Li, Zhenhao Wang

FctClus: A Fast Clustering Algorithm for Heterogeneous Information Networks

Jing Yang, Limin Chen, Jianpei Zhang

Comparing Different Classifiers in Sensory Motor Brain Computer Interfaces

Hossein Bashashati, Rabab K. Ward, Gary E. Birch, Ali Bashashati

Pareto Optimization Identifies Diverse Set of Phosphorylation Signatures Predicting Response to Treatment with Dasatinib

Martin Klammer, J. Nikolaj Dybowski, Daniel Hoffmann, Christoph Schaab

Computational Identification of Protein Pupylation Sites by Using Profile-Based Composition of k-Spaced Amino Acid Pairs

Md. Mehedi Hasan, Yuan Zhou, [ ... ], Ziding Zhang

Predicting Positive and Negative Relationships in Large Social Networks

Guan-Nan Wang, Hui Gao, [ ... ], Yan Fu

Checking the STEP-Associated Trafficking and Internalization of Glutamate Receptors for Reduced Cognitive Deficits: A Machine Learning Approach-Based Cheminformatics Study and Its Application for Drug Repurposing

Salma Jamal, Sukriti Goyal, Asheesh Shanker, Abhinav Grover

A Ranking Approach to Genomic Selection

Mathieu Blondel, Akio Onogi, Hiroyoshi Iwata, Naonori Ueda

Validation and Reliability of a Classification Method to Measure the Time Spent Performing Different Activities

Marie-Ève Riou, François Rioux, Gilles Lamothe, Éric Doucet

Robust Muscle Activity Onset Detection Using an Unsupervised Electromyogram Learning Framework

Jie Liu, Dongwen Ying, William Z. Rymer, Ping Zhou

Accurate Prediction of Immunogenic T-Cell Epitopes from Epitope Sequences Using the Genetic Algorithm-Based Ensemble Learning

Wen Zhang, Yanqing Niu, [ ... ], Weijian Wu

Supervised and Dynamic Neuro-Fuzzy Systems to Classify Physiological Responses in Robot-Assisted Neurorehabilitation

Luis D. Lledó, Francisco J. Badesa, [ ... ], Nicolás Garcia-Aracil

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