Mohamed-Rafik Bouguelia

Agreeing to disagree: active learning with noisy labels without crowdsourcing

Mohamed-Rafik Bouguelia, Sławomir Nowaczyk, KC Santosh et al. · International Journal of Machine Learning and Cybernetics · 2017 · 102 citations · Full text

Artificial Intelligence, Data Annotation, Interactive Machine Learning +9

Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors

Rebeen Ali Hamad, Alberto Salguero, Mohamed-Rafik Bouguelia et al. · IEEE Journal of Biomedical and Health Informatics · 2019 · 71 citations

Engineering, Machine Learning, Smart City +23

An adaptive streaming active learning strategy based on instance weighting

Mohamed-Rafik Bouguelia, Yolande Belaïd, Abdel Belaı̈d · Pattern Recognition Letters · 2015 · 35 citations

Artificial Intelligence, Instance-based Learning, Multiple Instance Learning +11

Unsupervised classification of slip events for planetary exploration rovers

Mohamed-Rafik Bouguelia, Ramón González, Karl Iagnemma et al. · Journal of Terramechanics · 2017 · 35 citations

Rock Slide, Engineering, Planetary Exploration +3

Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach

Shiraz Farouq, Stefan Byttner, Mohamed-Rafik Bouguelia et al. · Engineering Applications of Artificial Intelligence · 2020 · 33 citations

Engineering, Power Grid Operation, Data Science +9