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 · 105 citations · Full text

Computing, Computer Science, Machine Learning +13

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 · 73 citations

Computing, Computer Science, Feature Engineering +16

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 · 37 citations · Full text

Engineering, Mechanical Engineering, Energy Management +10

An adaptive streaming active learning strategy based on instance weighting

Mohamed-Rafik Bouguelia, Yolande Belaïd, Abdel Belaı̈d · Pattern Recognition Letters · 2015 · 36 citations

Computing, Computer Science, Data Mining +9

Unsupervised classification of slip events for planetary exploration rovers

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

Natural Sciences, Earth Sciences, Physics +14