Mohamed-Rafik Bouguelia
Qatar University(QA)
Publications by Year
Research Areas
Data Stream Mining Techniques, Anomaly Detection Techniques and Applications, Time Series Analysis and Forecasting, Domain Adaptation and Few-Shot Learning, Machine Learning and Data Classification
Most-Cited Works
- → Advances and Challenges in Meta-Learning: A Technical Review(2024)224 cited
- → Agreeing to disagree: active learning with noisy labels without crowdsourcing(2017)104 cited
- → Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors(2019)71 cited
- → Interactive Clustering(2020)43 cited
- → An adaptive streaming active learning strategy based on instance weighting(2015)35 cited
- → Unsupervised classification of slip events for planetary exploration rovers(2017)35 cited
- → Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach(2020)33 cited
- → An adaptive algorithm for anomaly and novelty detection in evolving data streams(2018)28 cited
- → A Stream-Based Semi-supervised Active Learning Approach for Document Classification(2013)28 cited
- → An Adaptive Incremental Clustering Method based on the Growing Neural Gas Algorithm(2013)21 cited