Youcef Djenouri
Youcef Djenouri
Research Scientist, SINTEF, Oslo, Norway
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Combining Apriori heuristic and bio-inspired algorithms for solving the frequent itemsets mining problem
Y Djenouri, M Comuzzi
Information Sciences 420, 1-15, 2017
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
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
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
A survey on urban traffic anomalies detection algorithms
Y Djenouri, A Belhadi, JCW Lin, D Djenouri, A Cano
IEEE Access 7, 12192-12205, 2019
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
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
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
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
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
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
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
A hybrid bees swarm optimization and tabu search algorithm for association rule mining
Y Djenouri, H Drias, A Chemchem
2013 World Congress on Nature and Biologically Inspired Computing, 120-125, 2013
From data mining to knowledge mining: Application to intelligent agents
A Chemchem, H Drias
Expert Systems with Applications 42 (3), 1436-1445, 2015
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
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
Hiding sensitive itemsets with multiple objective optimization
JCW Lin, Y Zhang, B Zhang, P Fournier-Viger, Y Djenouri
Soft Computing 23 (23), 12779-12797, 2019
A sanitization approach to secure shared data in an IoT environment
JCW Lin, JMT Wu, P Fournier-Viger, Y Djenouri, CH Chen, Y Zhang
IEEE Access 7, 25359-25368, 2019
Highly efficient pattern mining based on transaction decomposition
Y Djenouri, JCW Lin, K Nørvåg, H Ramampiaro
2019 IEEE 35th International Conference on Data Engineering (ICDE), 1646-1649, 2019
Outlier detection in urban traffic data
Y Djenouri, A Zimek
Proceedings of the 8th International Conference on Web Intelligence, Mining …, 2018
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