Author

Jennifer Sorinas

Universitat de Miguel Hernández d'ElxORCID 0000-0002-8726-4847Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Assay:electronic health records· 2 Approach:statistical model· 2 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Eduardo FernándeziD· 2 shared José Manuel Ferrández VicenteiD· 2 shared Juan C. Fernandez-Troyano· 1 shared Mikel Val-CalvoiD· 1 shared

Activity by Year

2019-2019 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Eduardo FernándezORCID

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2 papers

Recent·Most cited

The Psychological and Physiological Part of Emotions: Multimodal Approximation for Valence Classification

Jennifer Sorinas, José Manuel Ferrández Vicente, Eduardo Fernández

The paper investigates valence classification of emotions using EEG, ECG, and skin temperature signals, finding that EEG alone performs as well as multimodal approaches.

bioRxiv · May 20, 2019 · PreprintNeuroscience

A new model for the implementation of positive and negative emotion recognition

Jennifer Sorinas, Juan C. Fernandez-Troyano, Mikel Val-Calvo, José Manuel Ferrández Vicente, Eduardo Fernández

This paper proposes a model for real-time EEG-based emotion recognition with high accuracy using wavelet analysis, sliding window parameters, and classifiers like QDA and KNN.

bioRxiv · May 16, 2019 · PreprintNeuroscience