Antonio Ridi

University of Fribourg — Switzerland

Engineering · Physical Sciences

8h-index440citations25works0.02yr avg
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Research Topics

Smart Grid Energy Management(13), Context-Aware Activity Recognition Systems(12), Building Energy and Comfort Optimization(6), IoT and Edge/Fog Computing(3), Muscle activation and electromyography studies(3)

Publications25 total

Aggregation procedure of Gaussian Mixture Models for additive features
2016· 2 cited
Duration models for activity recognition and prediction in buildings using Hidden Markov Models
2015· 8 cited
Machine learning with the internet of virtual things
2015· 2 cited
User interaction event detection in the context of appliance monitoring
2015· 8 cited
Processing smart plug signals using machine learning
2015· 7 cited
Automated Detection and Quantification of Circadian Eye Blinks Using a Contact Lens Sensor
Translational Vision Science & Technology·2015· 27 citedOpen Access
Virtual Things for Machine Learning Applications
HAL (Le Centre pour la Communication Scientifique Directe)·2014Open Access
Virtual Things for Machine Learning Applications
2014· 2 cited
Appliance Recognition on Internet-of-Things Devices
HAL (Le Centre pour la Communication Scientifique Directe)·2014· 1 citedOpen Access
Appliance and state recognition using Hidden Markov Models
2014· 21 cited
Towards glaucoma detection using intraocular pressure monitoring
2014· 7 cited
ACS-F2 — A new database of appliance consumption signatures
2014· 43 cited
A Survey on Intrusive Load Monitoring for Appliance Recognition
2014· 147 cited
Hidden Markov Models for ILM Appliance Identification
Procedia Computer Science·2014· 17 citedOpen Access
A Multi-sensor Office-building Database for Experimental Validation and Advanced Control Algorithm Development
Procedia Computer Science·2014· 6 citedOpen Access
Toward Web Enhanced Building Automation Systems
Studies in computational intelligence·2014· 8 cited
Toward Web Enhanced Building Automation Systems
HAL (Le Centre pour la Communication Scientifique Directe)·2014Open Access
Kinesiologic electromyography for activity recognition
2013· 1 cited
Automatic identification of electrical appliances using smart plugs
2013· 50 cited
Appliance consumption signature database and recognition test protocols
2013· 57 cited
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Frequent Co-authors

Jean Hennebert(20), Christophe Gisler(12), Gérôme Bovet(7), Omar Abou Khaled(5), Francesco Carrino(4), Elena Mugellini(4), Nikos Zarkadis(3), Rolf Ingold(2), Maurizio Caon(2), Damien Zufferey(1), Robert N. Weinreb(1), Kaweh Mansouri(1), N. Morel(1), Milene Fauquex(1), Dominique Genoud(1), Nicolas Morel(1), Yong Yue(1)