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Mohamed-Rafik Bouguelia
Mohamed-Rafik Bouguelia
Associate Professor, Halmstad University, Sweden
Email confirmado em hh.se
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Agreeing to disagree: Active learning with noisy labels without crowdsourcing
MR Bouguelia, S Nowaczyk, KC Santosh, A Verikas
International journal of machine learning and cybernetics 9, 1307-1319, 2018
1192018
Efficient activity recognition in smart homes using delayed fuzzy temporal windows on binary sensors
R Hamad, AG Salguero, MR Bouguelia, M Espinilla, JM Quero
IEEE Journal of Biomedical and Health Informatics 24 (2), 387 - 395, 2020
872020
Advances and challenges in meta-learning: A technical review
A Vettoruzzo, MR Bouguelia, J Vanschoren, T Rögnvaldsson, KC Santosh
IEEE transactions on pattern analysis and machine intelligence 46 (7), 4763-4779, 2024
762024
Interactive clustering: A comprehensive review
J Bae, T Helldin, M Riveiro, S Nowaczyk, MR Bouguelia, G Falkman
ACM Computing Surveys (CSUR) 53 (1), 1-39, 2020
712020
An adaptive streaming active learning strategy based on instance weighting
MR Bouguelia, Y Belaïd, A Belaïd
Pattern Recognition Letters 70, 38-44, 2016
472016
A stream-based semi-supervised active learning approach for document classification
MR Bouguelia, Y Belaïd, A Belaïd
2013 12th International Conference on Document Analysis and Recognition, 611-615, 2013
472013
Unsupervised classification of slip events for planetary exploration rovers
MR Bouguelia, R Gonzalez, K Iagnemma, S Byttner
Journal of Terramechanics 73, 95-106, 2017
442017
Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach
S Farouq, S Byttner, MR Bouguelia, N Nord, H Gadd
Engineering applications of artificial intelligence 90, 2020
432020
An adaptive incremental clustering method based on the growing neural gas algorithm
MR Bouguelia, Y Belaïd, A Belaïd
2nd International Conference on Pattern Recognition Applications and Methods …, 2013
342013
An adaptive algorithm for anomaly and novelty detection in evolving data streams
MR Bouguelia, S Nowaczyk, AH Payberah
Data Mining and Knowledge Discovery, 2018
332018
Decentralized and Adaptive K-Means Clustering for Non-IID Data Using HyperLogLog Counters
A Soliman, S Girdzijauskas, MR Bouguelia, S Pashami, S Nowaczyk
Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020
232020
Personalized recommendation: an enhanced hybrid collaborative filtering
P Pirasteh, MR Bouguelia, KC Santosh
Advances in Computational Intelligence 1 (1), 2021
202021
Multi-domain adaptation for regression under conditional distribution shift
Z Taghiyarrenani, S Nowaczyk, S Pashami, MR Bouguelia
Expert systems with applications 224, 119907, 2023
182023
Mode tracking using multiple data streams
MR Bouguelia, A Karlsson, S Pashami, S Nowaczyk, A Holst
Information Fusion 43, 33-46, 2018
182018
Multipage administrative document stream segmentation
H Daher, MR Bouguelia, A Belaid, VP d'Andecy
2014 22nd International Conference on Pattern Recognition, 966-971, 2014
162014
Identifying and mitigating labelling errors in active learning
MR Bouguelia, Y Belaid, A Belaid
Pattern Recognition: Applications and Methods: 4th International Conference …, 2015
132015
Wisdom of the contexts: active ensemble learning for contextual anomaly detection
E Calikus, S Nowaczyk, MR Bouguelia, O Dikmen
Data Mining and Knowledge Discovery 36 (6), 2410-2458, 2022
122022
Efficient active novel class detection for data stream classification
MR Bouguelia, Y Belaid, A Belaid
2014 22nd International Conference on Pattern Recognition, 2826-2831, 2014
122014
Document image and zone classification through incremental learning
MR Bouguelia, Y Belaïd, A Belaïd
2013 IEEE International Conference on Image Processing, 4230-4234, 2013
92013
Stream-based Active Learning in the Presence of Label Noise
MR Bouguelia, Y Belaıd, A Belaıd
International Conference on Pattern Recognition Applications and Methods, 25-34, 2015
72015
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