Youcef Djenouri
Orcid: 0000-0003-0135-7450
According to our database1,
Youcef Djenouri
authored at least 162 papers
between 2012 and 2024.
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Bibliography
2024
Metaheuristic algorithms and their applications in wireless sensor networks: review, open issues, and challenges.
Clust. Comput., December, 2024
Nature inspired optimization algorithms for medical image segmentation: a comprehensive review.
Clust. Comput., December, 2024
Cogn. Comput., September, 2024
DRL-Based URLLC-Constraint and Energy-Efficient Task Offloading for Internet of Health Things.
IEEE J. Biomed. Health Informatics, June, 2024
Social Web in IoT: Can Evolutionary Computation and Clustering Improve Ontology Matching for Social Web of Things?
IEEE Trans. Comput. Soc. Syst., June, 2024
IEEE Trans. Big Data, June, 2024
Applied AI in Defect Detection for Additive Manufacturing: Current Literature, Metrics, Datasets, and Open Challenges.
IEEE Instrum. Meas. Mag., June, 2024
Artificial intelligence of medical things for disease detection using ensemble deep learning and attention mechanism.
Expert Syst. J. Knowl. Eng., June, 2024
ACM Trans. Sens. Networks, May, 2024
Intelligent blockchain management for distributed knowledge graphs in IoT 5G environments.
Trans. Emerg. Telecommun. Technol., April, 2024
IEEE Consumer Electron. Mag., March, 2024
An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation.
ACM Trans. Multim. Comput. Commun. Appl., February, 2024
FedSarah: A Novel Low-Latency Federated Learning Algorithm for Consumer-Centric Personalized Recommendation Systems.
IEEE Trans. Consumer Electron., February, 2024
Inf. Fusion, January, 2024
A graph neural approach for group recommendation system based on pairwise preferences.
Inf. Fusion, 2024
Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles.
Eng. Appl. Artif. Intell., 2024
IEEE Access, 2024
Revolutionizing Personal Recommendations via Federated Contrastive Transformer Learning.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024
POPD: Partial Occluded Pedestrian Detection Using A Multimodal Deep Learning Approach.
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024
2023
IEEE Trans. Comput. Soc. Syst., December, 2023
A Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst., November, 2023
High-Precision Matching Algorithm for Multi-Image Segmentation of Micro Animation Videos in Mobile Network Environment.
Mob. Networks Appl., October, 2023
IEEE Trans. Intell. Transp. Syst., August, 2023
Clust. Comput., August, 2023
Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles.
ACM Trans. Sens. Networks, May, 2023
ACM Trans. Asian Low Resour. Lang. Inf. Process., May, 2023
Comput. Commun., April, 2023
Group intrusion detection in the Internet of Things using a hybrid recurrent neural network.
Clust. Comput., April, 2023
Intelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems.
IEEE Trans. Intell. Transp. Syst., February, 2023
IEEE Internet Things J., February, 2023
Fast and Accurate Deep Learning Framework for Secure Fault Diagnosis in the Industrial Internet of Things.
IEEE Internet Things J., February, 2023
Future Gener. Comput. Syst., 2023
Hybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting.
Future Gener. Comput. Syst., 2023
Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
Empowering Search and Rescue Operations with Big Data Technology: A Comprehensive Study of YOLOv8 Transfer Learning for Transportation Safety.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
ACM Trans. Knowl. Discov. Data, 2022
Hybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads.
IEEE Trans. Intell. Transp. Syst., 2022
Hybrid Group Anomaly Detection for Sequence Data: Application to Trajectory Data Analytics.
IEEE Trans. Intell. Transp. Syst., 2022
Deviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE J. Biomed. Health Informatics, 2022
IEEE Trans. Cybern., 2022
IEEE Trans. Comput. Soc. Syst., 2022
Vehicle detection using improved region convolution neural network for accident prevention in smart roads.
Pattern Recognit. Lett., 2022
Inf. Sci., 2022
Expert Syst. J. Knowl. Eng., 2022
Expert Syst. J. Knowl. Eng., 2022
A sustainable deep learning framework for fault detection in 6G Industry 4.0 heterogeneous data environments.
Comput. Commun., 2022
Comput. Commun., 2022
Comput. Intell., 2022
Appl. Intell., 2022
Appl. Intell., 2022
Appl. Intell., 2022
How Image Retrieval and Matching Can Improve Object Localisation on Offshore Platforms.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022
2021
ACM Trans. Manag. Inf. Syst., 2021
ACM Trans. Manag. Inf. Syst., 2021
ACM Trans. Knowl. Discov. Data, 2021
IEEE Trans. Intell. Transp. Syst., 2021
A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories.
IEEE Trans. Intell. Transp. Syst., 2021
IEEE Trans. Ind. Informatics, 2021
An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
Mob. Networks Appl., 2021
Knowl. Based Syst., 2021
An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation.
Knowl. Based Syst., 2021
IEEE Internet Things J., 2021
Inf. Fusion, 2021
Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection.
Inf. Fusion, 2021
Self-adjusting k nearest neighbors for continual learning from multi-label drifting data streams.
Neurocomputing, 2021
Reinforcement learning multi-agent system for faults diagnosis of mircoservices in industrial settings.
Comput. Commun., 2021
A nutrient recommendation system for soil fertilization based on evolutionary computation.
Comput. Electron. Agric., 2021
Appl. Soft Comput., 2021
Ad Hoc Networks, 2021
LSTM for Periodic Broadcasting in Green IoT Applications over Energy Harvesting Enabled Wireless Networks: Case Study on ADAPCAST.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021
Proceedings of the 2021 International Conference on Data Mining, 2021
Proceedings of the ICDCN '21: International Conference on Distributed Computing and Networking, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Trajectory Outlier Detection: Algorithms, Taxonomies, Evaluation, and Open Challenges.
ACM Trans. Manag. Inf. Syst., 2020
Space-time series clustering: Algorithms, taxonomy, and case study on urban smart cities.
Eng. Appl. Artif. Intell., 2020
Appl. Intell., 2020
Appl. Intell., 2020
IEEE Access, 2020
Proceedings of the Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices, 2020
Hybrid Decomposition Convolution Neural Network and Vocabulary Forest for Image Retrieval.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the New Trends in Databases and Information Systems, 2020
2019
Soft Comput., 2019
Exploiting GPU parallelism in improving bees swarm optimization for mining big transactional databases.
Inf. Sci., 2019
Inf. Sci., 2019
Intell. Data Anal., 2019
ACM Comput. Surv., 2019
IEEE Access, 2019
IEEE Access, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the New Trends in Databases and Information Systems, 2019
2018
Knowl. Based Syst., 2018
Fast and effective cluster-based information retrieval using frequent closed itemsets.
Inf. Sci., 2018
Mining diversified association rules in big datasets: A cluster/GPU/genetic approach.
Inf. Sci., 2018
Bees swarm optimization guided by data mining techniques for document information retrieval.
Expert Syst. Appl., 2018
How to exploit high performance computing in population-based metaheuristics for solving association rule mining problem.
Distributed Parallel Databases, 2018
Intelligent mapping between GPU and cluster computing for discovering big association rules.
Appl. Soft Comput., 2018
Appl. Intell., 2018
IEEE Access, 2018
Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018
Proceedings of the Genetic and Evolutionary Computing, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the Database and Expert Systems Applications, 2018
Proceedings of the Big Data Analytics and Knowledge Discovery, 2018
2017
Combining Apriori heuristic and bio-inspired algorithms for solving the frequent itemsets mining problem.
Inf. Sci., 2017
Data Mining-Based Decomposition for Solving the MAXSAT Problem: Toward a New Approach.
IEEE Intell. Syst., 2017
Reducing thread divergence in GPU-based bees swarm optimization applied to association rule mining.
Concurr. Comput. Pract. Exp., 2017
Proceedings of the 2017 IEEE SmartWorld, 2017
Proceedings of the 25th Euromicro International Conference on Parallel, 2017
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017
GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017
Proceedings of the Genetic and Evolutionary Computing, 2017
2016
J. Comput. Inf. Technol., 2016
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016
2015
J. Supercomput., 2015
Int. J. Softw. Sci. Comput. Intell., 2015
Proceedings of the Parallel Processing and Applied Mathematics, 2015
Data Reordering for Minimizing Threads Divergence in GPU-Based Evaluating Association Rules.
Proceedings of the Distributed Computing and Artificial Intelligence, 2015
2014
Int. J. Syst. Serv. Oriented Eng., 2014
Int. J. Bus. Intell. Data Min., 2014
Int. J. Bio Inspired Comput., 2014
Int. J. Appl. Metaheuristic Comput., 2014
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014
Parallel Bees Swarm Optimization for Association Rules Mining Using GPU Architecture.
Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014
Proceedings of the Bio-Inspired Computing - Theories and Applications, 2014
2013
Proceedings of the Advances in Information Systems and Technologies [WorldCIST'13, 2013
A hybrid Bees Swarm Optimization and Tabu Search algorithm for Association rule mining.
Proceedings of the Fifth World Congress on Nature and Biologically Inspired Computing, 2013
2012
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012