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Machine learning

Validation of accuracy of SVM-based fall detection system using real-world fall and non-fall datasets

Omar Aziz, Jochen Klenk, [ ... ], Stephen N. Robinovitch

Assigning factuality values to semantic relations extracted from biomedical research literature

Halil Kilicoglu, Graciela Rosemblat, Thomas C. Rindflesch

Machine learning and microsimulation techniques on the prognosis of dementia: A systematic literature review

Ana Luiza Dallora, Shahryar Eivazzadeh, [ ... ], Peter Anderberg

MDD-Palm: Identification of protein S-palmitoylation sites with substrate motifs based on maximal dependence decomposition

Shun-Long Weng, Hui-Ju Kao, Chien-Hsun Huang, Tzong-Yi Lee

Shared acoustic codes underlie emotional communication in music and speech—Evidence from deep transfer learning

Eduardo Coutinho, Björn Schuller

An artificial EMG generation model based on signal-dependent noise and related application to motion classification

Akira Furui, Hideaki Hayashi, [ ... ], Toshio Tsuji

Applying artificial intelligence to disease staging: Deep learning for improved staging of diabetic retinopathy

Hidenori Takahashi, Hironobu Tampo, [ ... ], Hidetoshi Kawashima

Supervised filters for EEG signal in naturally occurring epilepsy forecasting

Francisco Javier Muñoz-Almaraz, Francisco Zamora-Martínez, Paloma Botella-Rocamora, Juan Pardo

Intra-individual gait patterns across different time-scales as revealed by means of a supervised learning model using kernel-based discriminant regression

Fabian Horst, Alexander Eekhoff, Karl M. Newell, Wolfgang I. Schöllhorn

Accurate prediction of functional effects for variants by combining gradient tree boosting with optimal neighborhood properties

Yuliang Pan, Diwei Liu, Lei Deng

Rigid geometry solves “curse of dimensionality” effects in clustering methods: An application to omics data

Shun Adachi

Computer-aided detection of brain metastasis on 3D MR imaging: Observer performance study

Leonard Sunwoo, Young Jae Kim, [ ... ], Jae Hyoung Kim

Video based object representation and classification using multiple covariance matrices

Yurong Zhang, Quan Liu

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