Search Results for author: Varvara Kollia

Found 4 papers, 0 papers with code

Metal-Oxide Sensor Array for Selective Gas Detection in Mixtures

no code implementations25 Feb 2021 Noureddine Tayebi, Varvara Kollia, Pradyumna S. Singh

Our findings indicate that a multiplicity of MOS elements together with the ability to vary and measure at various temperatures are essential in predicting concentration of individual gases within mixtures, thereby overcoming a key limitation of MOS sensors - poor selectivity.

BIG-bench Machine Learning

A Controlled Set-Up Experiment to Establish Personalized Baselines for Real-Life Emotion Recognition

no code implementations19 Mar 2017 Varvara Kollia, Noureddine Tayebi

We design, conduct and present the results of a highly personalized baseline emotion recognition experiment, which aims to set reliable ground-truth estimates for the subject's emotional state for real-life prediction under similar conditions using a small number of physiological sensors.

Emotion Recognition

Distributed Processing of Biosignal-Database for Emotion Recognition with Mahout

no code implementations9 Sep 2016 Varvara Kollia, Oguz H. Elibol

This paper investigates the use of distributed processing on the problem of emotion recognition from physiological sensors using a popular machine learning library on distributed mode.

BIG-bench Machine Learning Emotion Recognition

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