Search Results for author: Yacine Amirat

Found 4 papers, 0 papers with code

Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition

no code implementations11 Nov 2020 Elnaz Soleimani, Ghazaleh Khodabandelou, Abdelghani Chibani, Yacine Amirat

The performance of Human Activity Recognition (HAR) models, particularly deep neural networks, is highly contingent upon the availability of the massive amount of annotated training data which should be sufficiently labeled.

Domain Adaptation Human Activity Recognition +4

An Event Calculus Production Rule System for Reasoning in Dynamic and Uncertain Domains

no code implementations14 Dec 2015 Theodore Patkos, Dimitris Plexousakis, Abdelghani Chibani, Yacine Amirat

Action languages have emerged as an important field of Knowledge Representation for reasoning about change and causality in dynamic domains.

Activity Recognition Epistemic Reasoning

Joint segmentation of multivariate time series with hidden process regression for human activity recognition

no code implementations25 Dec 2013 Faicel Chamroukhi, Samer Mohammed, Dorra Trabelsi, Latifa Oukhellou, Yacine Amirat

The problem of human activity recognition is central for understanding and predicting the human behavior, in particular in a prospective of assistive services to humans, such as health monitoring, well being, security, etc.

Human Activity Recognition regression +2

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