ASRNN: A recurrent neural network with an attention model for sequence labeling JCW Lin, Y Shao, Y Djenouri, U Yun Knowledge-Based Systems 212, 106548, 2021 | 212 | 2021 |
Privacy-preserving multiobjective sanitization model in 6G IoT environments JCW Lin, G Srivastava, Y Zhang, Y Djenouri, M Aloqaily IEEE Internet of Things Journal 8 (7), 5340-5349, 2020 | 176 | 2020 |
Machine learning for smart building applications: Review and taxonomy D Djenouri, R Laidi, Y Djenouri, I Balasingham ACM Computing Surveys (CSUR) 52 (2), 1-36, 2019 | 155 | 2019 |
Combining Apriori heuristic and bio-inspired algorithms for solving the frequent itemsets mining problem Y Djenouri, M Comuzzi Information Sciences 420, 1-15, 2017 | 137 | 2017 |
A survey on urban traffic anomalies detection algorithms Y Djenouri, A Belhadi, JCW Lin, D Djenouri, A Cano IEEE Access 7, 12192-12205, 2019 | 128 | 2019 |
An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation EH Houssein, K Hussain, L Abualigah, M Abd Elaziz, W Alomoush, ... Knowledge-based systems 229, 107348, 2021 | 113 | 2021 |
Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection A Belhadi, Y Djenouri, G Srivastava, D Djenouri, JCW Lin, G Fortino Information Fusion 65, 13-20, 2021 | 112 | 2021 |
Adapted k-nearest neighbors for detecting anomalies on spatio–temporal traffic flow Y Djenouri, A Belhadi, JCW Lin, A Cano Ieee Access 7, 10015-10027, 2019 | 111 | 2019 |
Fast and effective cluster-based information retrieval using frequent closed itemsets Y Djenouri, A Belhadi, P Fournier-Viger, JCW Lin Information Sciences 453, 154-167, 2018 | 90 | 2018 |
Bees swarm optimization guided by data mining techniques for document information retrieval Y Djenouri, A Belhadi, R Belkebir Expert Systems with Applications 94, 126-136, 2018 | 81 | 2018 |
Bees swarm optimisation using multiple strategies for association rule mining Y Djenouri, H Drias, Z Habbas International Journal of Bio-Inspired Computation 6 (4), 239-249, 2014 | 77 | 2014 |
Extracting useful knowledge from event logs: A frequent itemset mining approach Y Djenouri, A Belhadi, P Fournier-Viger Knowledge-based systems 139, 132-148, 2018 | 64 | 2018 |
A nutrient recommendation system for soil fertilization based on evolutionary computation U Ahmed, JCW Lin, G Srivastava, Y Djenouri Computers and Electronics in Agriculture 189, 106407, 2021 | 63 | 2021 |
A predictive GA-based model for closed high-utility itemset mining JCW Lin, Y Djenouri, G Srivastava, U Yun, P Fournier-Viger Applied Soft Computing 108, 107422, 2021 | 63 | 2021 |
GPU-based bees swarm optimization for association rules mining Y Djenouri, A Bendjoudi, M Mehdi, N Nouali-Taboudjemat, Z Habbas The Journal of Supercomputing 71 (4), 1318-1344, 2015 | 60 | 2015 |
Mining diversified association rules in big datasets: A cluster/GPU/genetic approach Y Djenouri, A Belhadi, P Fournier-Viger, H Fujita Information Sciences 459, 117-134, 2018 | 58 | 2018 |
Exploiting GPU and cluster parallelism in single scan frequent itemset mining Y Djenouri, D Djenouri, A Belhadi, A Cano Information Sciences 496, 363-377, 2019 | 57 | 2019 |
A recurrent neural network for urban long-term traffic flow forecasting A Belhadi, Y Djenouri, D Djenouri, JCW Lin Applied Intelligence 50, 3252-3265, 2020 | 56 | 2020 |
Bees swarm optimization for web association rule mining Y Djenouri, H Drias, Z Habbas, H Mosteghanemi 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and …, 2012 | 56 | 2012 |
Hiding sensitive itemsets with multiple objective optimization JCW Lin, Y Zhang, B Zhang, P Fournier-Viger, Y Djenouri Soft Computing 23, 12779-12797, 2019 | 54 | 2019 |