Cristian A. Torres-Valencia

Statistics

Publications

Citations

156

H-Index

Active since

2013

Affiliations

Technological University of Pereira(Current)

Cristian A. Torres-Valencia is an author at Technological University of Pereira specializing in data science, affective computing, and social sciences.

ORCID

Top concepts

EmotionEngineeringData ScienceSocial SciencesMachine LearningAffective ComputingEmotion RecognitionPattern RecognitionAffective NeuroscienceBiometrics

Publications per year

2013–2016

Publications

SVM-based feature selection methods for emotion recognition from multimodal data

Cristian A. Torres-Valencia, Mauricio A. Álvarez, Álvaro A. Orozco · Journal on Multimodal User Interfaces · 2016 · 57 citations

Engineering, Machine Learning, Data Science +10

Comparative analysis of physiological signals and electroencephalogram (EEG) for multimodal emotion recognition using generative models

Cristian A. Torres-Valencia, Hernán Felipe García Arias, Mauricio A. Álvarez et al. · 2014 · 54 citations

Engineering, Machine Learning, Affective Design +23

Feature selection for multimodal emotion recognition in the arousal-valence space

Cristian A. Torres-Valencia, Álvaro A. Orozco, Mauricio A. Álvarez · 2013 · 31 citations

Engineering, Machine Learning, Affective Design +21

Multiple-output support vector machine regression with feature selection for arousal/valence space emotion assessment

Cristian A. Torres-Valencia, Mauricio A. Álvarez, Álvaro A. Orozco · 2014 · 14 citations

Engineering, Machine Learning, Affective Design +21

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