Youcef Djenouri

187 papers A* 2A 3B 14C 4Misc 1Journal 124Unranked 39
YearRankTypeTitle / Venue / Authors
2026 J jnl
A fuzzy membership-based enhancement to density peak clustering with comparative performance evaluation.
Array
Syed Muhammad Waqas, Affan Alim, Kashif Hussain, Mazliham Mohd Su'ud, Youcef Djenouri, Syed Mubashir Ali, Muhammad Mansoor Alam
2026 J jnl
Deep Learning for Collective Anomaly Detection.
ACM Comput. Surv.
Dalila Khettaf, Djamel Djenouri, Zeinab Rezaeifar, Youcef Djenouri
2026 J jnl
Federated Learning in IoT Environments: Examining the Three-Way See-Saw for Privacy, Model-Performance, and Network-Efficiency.
IEEE Commun. Surv. Tutorials
Roufaida Laidi, Nassima Merabtine, Djamel Djenouri, Shahid Latif, Hemin Ali Qadir, Youcef Djenouri, Ilangko Balasingham
2026 J jnl
Uncertainty-Aware Drone Swarm Disruption for Threat Mitigation.
IEEE Internet Things J.
Noor Ullah, Youcef Djenouri, Tomasz P. Michalak, Ahmed Nabil Belbachir, Gautam Srivastava
2025 J jnl
A Knowledge-Enhanced Object Detection for Sustainable Agriculture.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Asma Belhadi, Gautam Srivastava
2025 J jnl
Capability-Based Multi-Tenant Access Management in Crowdsourced Drone Services.
CoRR
Junaid Akram, Ali Anaissi, Awais Akram, Youcef Djenouri, Palash Yuvraj Ingle, Rutvij H. Jhaveri
2025 J jnl
Detection for User Impersonation Attacks in Mobile Social Networks Based on High-order Markov Chains.
Mob. Networks Appl.
Wenhui Gong, Yi Huang, Youcef Djenouri, Syed Atif Moqurrab
2025 B conf
Drone Swarm Sensitivity Estimation Using Bayesian Theory for Search and Rescue Operations.
DSAA
Luciano Netto de Lima, Ali Ghaderi, Fabio A. A. Andrade, Carlos Pfeiffer, Youcef Djenouri, Marcos Moura
2025 J jnl
EEG Data Classification: Review and Taxonomy.
ACM Trans. Comput. Heal.
Asma Belhadi, Anis Yazidi, Pedro G. Lind, Youcef Djenouri
2025 J jnl
Game-Theoretic Consensus Deep Learning for Adaptive Flood Prediction in Digital Twin Environments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Youcef Djenouri, Michal Tomasz Godziszewski, Fabio A. A. Andrade, Gautam Srivastava, Ahmed Nabil Belbachir, Aniello Murano
2025 J jnl
Grouping Interesting Patterns for Understanding Customer Behaviors.
IEEE Trans. Comput. Soc. Syst.
Kristian Brathovde, Youcef Djenouri, Anis Yazidi, Gautam Srivastava
2025 — conf
Hybrid Graph Embeddings and Louvain Algorithm for Unsupervised Community Detection.
ICMLT
Dalila Khettaf, Djamel Djenouri, Zeinab Rezaeifar, Youcef Djenouri
2025 J jnl
Hybrid Graph Embeddings and Louvain Algorithm for Unsupervised Community Detection.
CoRR
Dalila Khettaf, Djamel Djenouri, Zeinab Rezaeifar, Youcef Djenouri
2025 B conf
Hybrid Visibility Graph and Long Short Term Memory for Schizophrenia Detection.
IJCNN
Asma Belhadi, Youcef Djenouri, Pedro G. Lind, Anis Yazidi
2025 J jnl
Knowledge Guided Visual Transformers for Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava
2025 A conf
Knowledge-Driven Bayesian Uncertainty Quantification for Reliable Fake News Detection.
ECAI
Julia Puczynska, Youcef Djenouri, Michal Bizon, Tomasz P. Michalak, Piotr Sankowski
2025 A conf
Learning Graph Representation of Agent Diffusers.
AAMAS
Youcef Djenouri, Nassim Belmecheri, Tomasz P. Michalak, Jan Dubinski, Ahmed Nabil Belbachir, Anis Yazidi
2025 J jnl
Learning Graph Representation of Agent Diffusers.
CoRR
Youcef Djenouri, Nassim Belmecheri, Tomasz P. Michalak, Jan Dubinski, Ahmed Nabil Belbachir, Anis Yazidi
2025 — conf
LightPrune: Latency-Aware Structured Pruning for Efficient Deep Inference on Embedded Devices.
ICCVW
Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir
2025 J jnl
Next-Gen Metaverse Security Through Intrusion Detection Enhanced by Transformers and GANs.
IEEE Internet Things J.
Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Tomasz P. Michalak, Gautam Srivastava
2025 — conf
Optimizing Object Detection for Maritime Search and Rescue: Progressive Fine-Tuning of YOLOv9 with Real and Synthetic Data.
ICAART (3)
Luciano Netto de Lima, Fabio Augusto de Alcantara Andrade, Youcef Djenouri, Carlos Pfeiffer, Marcos Moura
2025 A conf
Shapley Consensus Deep Learning for Ensemble Pruning.
WACV
Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Nassim Belmecheri, Tomasz P. Michalak
2025 B conf
Shared Knowledge Base for Multi Deep Learning in Defect Detection.
IJCNN
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Ahmed Nabil Belbachir, Alberto Cano
2024 J jnl
A Federated Convolution Transformer for Fake News Detection.
IEEE Trans. Big Data
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava
2024 J jnl
A Secure Parallel Pattern Mining System for Medical Internet of Things.
IEEE Trans. Comput. Biol. Bioinform.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2024 J jnl
A graph neural approach for group recommendation system based on pairwise preferences.
Inf. Fusion
Roza Abolghasemi, Enrique Herrera-Viedma, Paal Engelstad, Youcef Djenouri, Anis Yazidi
2024 J jnl
An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation.
ACM Trans. Multim. Comput. Commun. Appl.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2024 J jnl
Applied AI in Defect Detection for Additive Manufacturing: Current Literature, Metrics, Datasets, and Open Challenges.
IEEE Instrum. Meas. Mag.
Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2024 J jnl
Artificial intelligence of medical things for disease detection using ensemble deep learning and attention mechanism.
Expert Syst. J. Knowl. Eng.
Youcef Djenouri, Asma Belhadi, Anis Yazidi, Gautam Srivastava, Jerry Chun-Wei Lin
2024 J jnl
Blockchain: Applications, Challenges, and Opportunities in Consumer Electronics.
IEEE Consumer Electron. Mag.
Youcef Djenouri, Anis Yazidi, Gautam Srivastava, Jerry Chun-Wei Lin
2024 J jnl
DRL-Based URLLC-Constraint and Energy-Efficient Task Offloading for Internet of Health Things.
IEEE J. Biomed. Health Informatics
Yixiao Wang, Huaming Wu, Rutvij H. Jhaveri, Youcef Djenouri
2024 J jnl
Deepfakes: current and future trends.
Artif. Intell. Rev.
Ángel Fernández Gambín, Anis Yazidi, Athanasios V. Vasilakos, Hårek Haugerud, Youcef Djenouri
2024 J jnl
Design of Reliable Mining Algorithm for Massive Moving Image Data Trajectory.
IEEE Access
Youmei Zeng, Bo Run, Youcef Djenouri
2024 J jnl
Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles.
Eng. Appl. Artif. Intell.
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Asma Belhadi, Gautam Srivastava
2024 J jnl
FedSarah: A Novel Low-Latency Federated Learning Algorithm for Consumer-Centric Personalized Recommendation Systems.
IEEE Trans. Consumer Electron.
Zhiguo Qu, Jian Ding, Rutvij H. Jhaveri, Youcef Djenouri, Xin Ning, Prayag Tiwari
2024 J jnl
Federated Constrastive Learning and Visual Transformers for Personal Recommendation.
Cogn. Comput.
Asma Belhadi, Youcef Djenouri, Fabio Augusto de Alcantara Andrade, Gautam Srivastava
2024 — conf
Intelligent Customer Behaviour Analysis in the Norwegian Market.
ICDEW
Kristian Brathovde, Youcef Djenouri, Anis Yazidi, Gautam Srivastava
2024 J jnl
Intelligent blockchain management for distributed knowledge graphs in IoT 5G environments.
Trans. Emerg. Telecommun. Technol.
Youcef Djenouri, Gautam Srivastava, Asma Belhadi, Jerry Chun-Wei Lin
2024 J jnl
Metaheuristic algorithms and their applications in wireless sensor networks: review, open issues, and challenges.
Clust. Comput.
Essam H. Houssein, Mohammed R. Saad, Youcef Djenouri, Gang Hu, Abdelmgeid A. Ali, Hassan Shaban
2024 J jnl
Nature inspired optimization algorithms for medical image segmentation: a comprehensive review.
Clust. Comput.
Essam H. Houssein, Gaber M. Mohamed, Youcef Djenouri, Yaser Maher Wazery, Ibrahim A. Ibrahim
2024 — conf
Neurosymbolic Visual Transform Based on Logic Tensor Network for Defect Detection.
ECCV Workshops (4)
Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Tomasz P. Michalak
2024 B conf
POPD: Partial Occluded Pedestrian Detection Using A Multimodal Deep Learning Approach.
IJCNN
Deepanshu Garg, Alok Kumar, Sivaraman Eswaran, Youcef Djenouri, Gautam Srivastava
2024 — conf
Revolutionizing Personal Recommendations via Federated Contrastive Transformer Learning.
IPDPS (Workshops)
Youcef Djenouri, Fabio Augusto de Alcantara Andrade, Gautam Srivastava, Ahmed Nabil Belbachir
2024 J jnl
Shapley visual transformers for image-to-text generation.
Appl. Soft Comput.
Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava
2024 J jnl
Social Web in IoT: Can Evolutionary Computation and Clustering Improve Ontology Matching for Social Web of Things?
IEEE Trans. Comput. Soc. Syst.
Asma Belhadi, Djamel Djenouri, Youcef Djenouri, Ahmed Nabil Belbachir, Gautam Srivastava
2024 J jnl
Spatio-temporal visual learning for home-based monitoring.
Inf. Fusion
Youcef Djenouri, Ahmed Nabil Belbachir, Alberto Cano, Asma Belhadi
2024 J jnl
TG-SPRED: Temporal Graph for Sensorial Data PREDiction.
ACM Trans. Sens. Networks
Roufaida Laidi, Djamel Djenouri, Youcef Djenouri, Jerry Chun-Wei Lin
2024 B conf
Vision-based Spatiotemporal Learning for Human Activity Recognition.
IJCNN
Youcef Djenouri, Ahmed Nabil Belbachir, Gautam Srivastava, Alberto Cano
2023 — conf
A Hybrid Visual Transformer for Efficient Deep Human Activity Recognition.
ICCV (Workshops)
Youcef Djenouri, Ahmed Nabil Belbachir
2023 J jnl
A Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst.
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Advanced Pattern-Mining System for Fake News Analysis.
IEEE Trans. Comput. Soc. Syst.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Emergent Deep Learning for Anomaly Detection in Internet of Everything.
IEEE Internet Things J.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2023 B conf
Empowering Search and Rescue Operations with Big Data Technology: A Comprehensive Study of YOLOv8 Transfer Learning for Transportation Safety.
IEEE Big Data
Luciano Netto de Lima, Fabio Augusto de Alcantara Andrade, Youcef Djenouri, Carlos Pfeiffer, Marcos Moura
2023 B conf
Empowering Urban Connectivity in Smart Cities using Federated Intrusion Detection.
DSAA
Youcef Djenouri, Ahmed Nabil Belbachir
2023 J jnl
Fast and Accurate Deep Learning Framework for Secure Fault Diagnosis in the Industrial Internet of Things.
IEEE Internet Things J.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Uttam Ghosh, Pushpita Chatterjee, Jerry Chun-Wei Lin
2023 J jnl
Fast and Accurate Framework for Ontology Matching in Web of Things.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Federated deep learning for smart city edge-based applications.
Future Gener. Comput. Syst.
Youcef Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
2023 B conf
Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES.
PIMRC
Roufaida Laidi, Djamel Djenouri, Miloud Bagaa, Lyes Khelladi, Youcef Djenouri
2023 J jnl
Group intrusion detection in the Internet of Things using a hybrid recurrent neural network.
Clust. Comput.
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
High-Precision Matching Algorithm for Multi-Image Segmentation of Micro Animation Videos in Mobile Network Environment.
Mob. Networks Appl.
Yehui Su, Youcef Djenouri
2023 — conf
Hybrid Genetic U-Net Algorithm for Medical Segmentation.
ICAART (3)
Jon-Olav Holland, Youcef Djenouri, Roufaida Laidi, Anis Yazidi
2023 J jnl
Hybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting.
Future Gener. Comput. Syst.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Intelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Intelligent Graph Convolutional Neural Network for Road Crack Detection.
IEEE Trans. Intell. Transp. Syst.
Youcef Djenouri, Asma Belhadi, Essam H. Houssein, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Interpretable intrusion detection for next generation of Internet of Things.
Comput. Commun.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin, Anis Yazidi
2023 — conf
Knowledge Guided Deep Learning for General-Purpose Computer Vision Applications.
CAIP (1)
Youcef Djenouri, Ahmed Nabil Belbachir, Rutvij H. Jhaveri, Djamel Djenouri
2023 — conf
Shapley Deep Learning: A Consensus for General-Purpose Vision Systems.
ICCV (Workshops)
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Anis Yazidi
2023 J jnl
Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles.
ACM Trans. Sens. Networks
Tinhinane Mezair, Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
When explainable AI meets IoT applications for supervised learning.
Clust. Comput.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 J jnl
A sustainable deep learning framework for fault detection in 6G Industry 4.0 heterogeneous data environments.
Comput. Commun.
Tinhinane Mezair, Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 J jnl
An edge-driven multi-agent optimization model for infectious disease detection.
Appl. Intell.
Youcef Djenouri, Gautam Srivastava, Anis Yazidi, Jerry Chun-Wei Lin
2022 J jnl
An ontology matching approach for semantic modeling: A case study in smart cities.
Comput. Intell.
Youcef Djenouri, Hiba Belhadi, Karima Akli-Astouati, Alberto Cano, Jerry Chun-Wei Lin
2022 J jnl
Deep Learning Versus Traditional Solutions for Group Trajectory Outliers.
IEEE Trans. Cybern.
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
2022 J jnl
Deep learning based decomposition for visual navigation in industrial platforms.
Appl. Intell.
Youcef Djenouri, Johan Hatleskog, Jon M. Hjelmervik, Elias Bjørne, Trygve Utstumo, Milad Mobarhan
2022 J jnl
Deep learning based hashtag recommendation system for multimedia data.
Inf. Sci.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 J jnl
Deviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems.
IEEE Trans. Intell. Transp. Syst.
Usman Ahmed, Gautam Srivastava, Youcef Djenouri, Jerry Chun-Wei Lin
2022 J jnl
Efficient evolutionary computation model of closed high-utility itemset mining.
Appl. Intell.
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Philippe Fournier-Viger
2022 C conf
How Image Retrieval and Matching Can Improve Object Localisation on Offshore Platforms.
IDEAL
Youcef Djenouri, Jon M. Hjelmervik, Elias Bjørne, Milad Mobarhan
2022 J jnl
Hybrid Group Anomaly Detection for Sequence Data: Application to Trajectory Data Analytics.
IEEE Trans. Intell. Transp. Syst.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Alberto Cano, Jerry Chun-Wei Lin
2022 J jnl
Hybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads.
IEEE Trans. Intell. Transp. Syst.
Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin
2022 J jnl
Hybrid intelligent framework for automated medical learning.
Expert Syst. J. Knowl. Eng.
Asma Belhadi, Youcef Djenouri, Vicente García-Díaz, Essam H. Houssein, Jerry Chun-Wei Lin
2022 J jnl
Intelligent deep fusion network for urban traffic flow anomaly identification.
Comput. Commun.
Youcef Djenouri, Asma Belhadi, Hsing-Chung Chen, Jerry Chun-Wei Lin
2022 J jnl
Scalable Mining of High-Utility Sequential Patterns With Three-Tier MapReduce Model.
ACM Trans. Knowl. Discov. Data
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Yuanfa Li, Philip S. Yu
2022 J jnl
Secure Collaborative Augmented Reality Framework for Biomedical Informatics.
IEEE J. Biomed. Health Informatics
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 J jnl
Sensor data fusion for the industrial artificial intelligence of things.
Expert Syst. J. Knowl. Eng.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Essam H. Houssein, Jerry Chun-Wei Lin
2022 J jnl
Toward a Cognitive-Inspired Hashtag Recommendation for Twitter Data Analysis.
IEEE Trans. Comput. Soc. Syst.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 J jnl
Vehicle detection using improved region convolution neural network for accident prevention in smart roads.
Pattern Recognit. Lett.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin
2021 — conf
A Deep Q-Learning Sanitization Approach for Privacy Preserving Data Mining.
ICDCN (Adjunct Volume)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri
2021 — conf
A Graphic CNN-LSTM Model for Stock Price Predication.
ICAISC (1)
Jimmy Ming-Tai Wu, Zhongcui Li, Youcef Djenouri, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
2021 J jnl
A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories.
IEEE Trans. Intell. Transp. Syst.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Alberto Cano, Jerry Chun-Wei Lin
2021 J jnl
A nutrient recommendation system for soil fertilization based on evolutionary computation.
Comput. Electron. Agric.
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri
2021 J jnl
A predictive GA-based model for closed high-utility itemset mining.
Appl. Soft Comput.
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Unil Yun, Philippe Fournier-Viger
2021 J jnl
ASRNN: A recurrent neural network with an attention model for sequence labeling.
Knowl. Based Syst.
Jerry Chun-Wei Lin, Yinan Shao, Youcef Djenouri, Unil Yun
2021 J jnl
An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases.
IEEE Trans. Emerg. Top. Comput. Intell.
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Rizwan Yasin, Youcef Djenouri
2021 J jnl
An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation.
Knowl. Based Syst.
Essam H. Houssein, Kashif Hussain, Laith Mohammad Abualigah, Mohamed E. Abd Elaziz, Waleed Alomoush, Gaurav Dhiman, Youcef Djenouri, Erik Cuevas
2021 J jnl
Cluster-based information retrieval using pattern mining.
Appl. Intell.
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Jerry Chun-Wei Lin
2021 J jnl
Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection.
Inf. Fusion
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin, Giancarlo Fortino
2021 — conf
Detection of Trajectory Outliers in Intelligent Transportation Systems.
IEEE BigData
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri, Jimmy Ming-Tai Wu
2021 J jnl
Efficient closed high-utility pattern fusion model in large-scale databases.
Inf. Fusion
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava
2021 J jnl
Exploring Decomposition for Solving Pattern Mining Problems.
ACM Trans. Manag. Inf. Syst.
Youcef Djenouri, Jerry Chun-Wei Lin, Kjetil Nørvåg, Heri Ramampiaro, Philip S. Yu
2021 J jnl
Fast and Accurate Convolution Neural Network for Detecting Manufacturing Data.
IEEE Trans. Ind. Informatics
Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2021 — conf
LSTM for Periodic Broadcasting in Green IoT Applications over Energy Harvesting Enabled Wireless Networks: Case Study on ADAPCAST.
MSN
Mustapha Khiati, Djamel Djenouri, Jianguo Ding, Youcef Djenouri
2021 — conf
Large-Scale Closed High-Utility Itemset Mining.
ICDM (Workshops)
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Jimmy Ming-Tai Wu
2021 J jnl
Linguistic frequent pattern mining using a compressed structure.
Appl. Intell.
Jerry Chun-Wei Lin, Usman Ahmed, Gautam Srivastava, Jimmy Ming-Tai Wu, Tzung-Pei Hong, Youcef Djenouri
2021 J jnl
Machine Learning for Identifying Group Trajectory Outliers.
ACM Trans. Manag. Inf. Syst.
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
2021 — conf
Mining of High-Utility Patterns in Big IoT Databases.
ICAISC (2)
Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Dawid Polap
2021 J jnl
Mining of High-Utility Patterns in Big IoT-based Databases.
Mob. Networks Appl.
Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Reza M. Parizi, Mohammad S. Khan
2021 J jnl
Privacy reinforcement learning for faults detection in the smart grid.
Ad Hoc Networks
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Alireza Jolfaei, Jerry Chun-Wei Lin
2021 J jnl
Privacy-Preserving Multiobjective Sanitization Model in 6G IoT Environments.
IEEE Internet Things J.
Jerry Chun-Wei Lin, Gautam Srivastava, Yuyu Zhang, Youcef Djenouri, Moayad Aloqaily
2021 J jnl
Reinforcement learning multi-agent system for faults diagnosis of mircoservices in industrial settings.
Comput. Commun.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2021 J jnl
SS-ITS: secure scalable intelligent transportation systems.
J. Supercomput.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2021 J jnl
Self-adjusting k nearest neighbors for continual learning from multi-label drifting data streams.
Neurocomputing
Martha I. Roseberry, Bartosz Krawczyk, Youcef Djenouri, Alberto Cano
2021 J jnl
Trajectory Outlier Detection: New Problems and Solutions for Smart Cities.
ACM Trans. Knowl. Discov. Data
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin
2021 J jnl
Uncertain-Driven Analytics of Sequence Data in IoCV Environments.
IEEE Trans. Intell. Transp. Syst.
Gautam Srivastava, Jerry Chun-Wei Lin, Alireza Jolfaei, Yuanfa Li, Youcef Djenouri
2020 J jnl
A Data-Driven Approach for Twitter Hashtag Recommendation.
IEEE Access
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano
2020 J jnl
A general-purpose distributed pattern mining system.
Appl. Intell.
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano
2020 J jnl
A recurrent neural network for urban long-term traffic flow forecasting.
Appl. Intell.
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin
2020 J jnl
Data mining-based approach for ontology matching problem.
Appl. Intell.
Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri, Jerry Chun-Wei Lin
2020 J jnl
Efficient Chain Structure for High-Utility Sequential Pattern Mining.
IEEE Access
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
2020 C conf
Efficient Mining of Pareto-Front High Expected Utility Patterns.
IEA/AIE
Usman Ahmed, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Suresh Kumar Mukhiya
2020 J jnl
Exploring Pattern Mining Algorithms for Hashtag Retrieval Problem.
IEEE Access
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Chongsheng Zhang, Alberto Cano
2020 — conf
Fast and Accurate Group Outlier Detection for Trajectory Data.
ADBIS (Short Papers)
Youcef Djenouri, Kjetil Nørvåg, Heri Ramampiaro, Jerry Chun-Wei Lin
2020 B conf
Hybrid Decomposition Convolution Neural Network and Vocabulary Forest for Image Retrieval.
ICPR
Youcef Djenouri, Jon M. Hjelmervik
2020 J jnl
Incrementally updating the high average-utility patterns with pre-large concept.
Appl. Intell.
Jerry Chun-Wei Lin, Matin Pirouz, Youcef Djenouri, Chien-Fu Cheng, Usman Ahmed
2020 B conf
Mining Multiple Fuzzy Frequent Patterns with Compressed List Structures.
FUZZ-IEEE
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Tzung-Pei Hong
2020 J jnl
Space-time series clustering: Algorithms, taxonomy, and case study on urban smart cities.
Eng. Appl. Artif. Intell.
Asma Belhadi, Youcef Djenouri, Kjetil Nørvåg, Heri Ramampiaro, Florent Masseglia, Jerry Chun-Wei Lin
2020 J jnl
Trajectory Outlier Detection: Algorithms, Taxonomies, Evaluation, and Open Challenges.
ACM Trans. Manag. Inf. Syst.
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano
2020 J jnl
When the Decomposition Meets the Constraint Satisfaction Problem.
IEEE Access
Youcef Djenouri, Djamel Djenouri, Zineb Habbas, Jerry Chun-Wei Lin, Tomasz P. Michalak, Alberto Cano
2019 B conf
A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining.
CEC
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Ahcène Bendjoudi, Philippe Fournier-Viger
2019 J jnl
A Sanitization Approach to Secure Shared Data in an IoT Environment.
IEEE Access
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Philippe Fournier-Viger, Youcef Djenouri, Chun-Hao Chen, Yuyu Zhang
2019 J jnl
A Survey on Urban Traffic Anomalies Detection Algorithms.
IEEE Access
Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Djamel Djenouri, Alberto Cano
2019 B conf
A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data Mining.
CEC
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Youcef Djenouri, Philippe Fournier-Viger, Yuyu Zhang
2019 J jnl
Adapted K-Nearest Neighbors for Detecting Anomalies on Spatio-Temporal Traffic Flow.
IEEE Access
Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Alberto Cano
2019 — conf
An Efficient Chain Structure to Mine High-Utility Sequential Patterns.
ICDM Workshops
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
2019 J jnl
Bee swarm optimization for solving the MAXSAT problem using prior knowledge.
Soft Comput.
Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Philippe Fournier-Viger
2019 — conf
Comparative Study on Trajectory Outlier Detection Algorithms.
ICDM Workshops
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin
2019 J jnl
Exploiting GPU and cluster parallelism in single scan frequent itemset mining.
Inf. Sci.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Alberto Cano
2019 J jnl
Exploiting GPU parallelism in improving bees swarm optimization for mining big transactional databases.
Inf. Sci.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Ahcène Bendjoudi
2019 — conf
Exploring Pattern Mining for Solving the Ontology Matching Problem.
ADBIS (Short Papers and Workshops)
Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri, Jerry Chun-Wei Lin
2019 J jnl
GPU-based swarm intelligence for Association Rule Mining in big databases.
Intell. Data Anal.
Youcef Djenouri, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Djamel Djenouri, Asma Belhadi
2019 J jnl
Hiding sensitive itemsets with multiple objective optimization.
Soft Comput.
Jerry Chun-Wei Lin, Yuyu Zhang, Binbin Zhang, Philippe Fournier-Viger, Youcef Djenouri
2019 A* conf
Highly Efficient Pattern Mining Based on Transaction Decomposition.
ICDE
Youcef Djenouri, Jerry Chun-Wei Lin, Kjetil Nørvåg, Heri Ramampiaro
2019 J jnl
Machine Learning for Smart Building Applications: Review and Taxonomy.
ACM Comput. Surv.
Djamel Djenouri, Roufaida Laidi, Youcef Djenouri, Ilangko Balasingham
2019 — conf
Mining High-Utility Sequential Patterns from Big Datasets.
IEEE BigData
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Shyue-Liang Leon Wang
2019 B conf
Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases.
CEC
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi
2018 — conf
A Metaheuristic Algorithm for Hiding Sensitive Itemsets.
DEXA (2)
Jerry Chun-Wei Lin, Yuyu Zhang, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
2018 J jnl
A new framework for metaheuristic-based frequent itemset mining.
Appl. Intell.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2018 B conf
Anonymization of Multiple and Personalized Sensitive Attributes.
DaWaK
Jerry Chun-Wei Lin, Qiankun Liu, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
2018 J jnl
Bees swarm optimization guided by data mining techniques for document information retrieval.
Expert Syst. Appl.
Youcef Djenouri, Asma Belhadi, Riadh Belkebir
2018 — conf
Discovering Strong Meta Association Rules Using Bees Swarm Optimization.
PAKDD (Workshops)
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2018 J jnl
Extracting useful knowledge from event logs: A frequent itemset mining approach.
Knowl. Based Syst.
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger
2018 J jnl
Fast and effective cluster-based information retrieval using frequent closed itemsets.
Inf. Sci.
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2018 J jnl
Frequent Itemset Mining in Big Data With Effective Single Scan Algorithms.
IEEE Access
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi
2018 — conf
GFSOM: Genetic Feature Selection for Ontology Matching.
ICGEC
Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu
2018 J jnl
How to exploit high performance computing in population-based metaheuristics for solving association rule mining problem.
Distributed Parallel Databases
Youcef Djenouri, Djamel Djenouri, Zineb Habbas, Asma Belhadi
2018 J jnl
Intelligent mapping between GPU and cluster computing for discovering big association rules.
Appl. Soft Comput.
Youcef Djenouri, Djamel Djenouri, Zineb Habbas
2018 J jnl
Maintenance algorithm for high average-utility itemsets with transaction deletion.
Appl. Intell.
Jerry Chun-Wei Lin, Yinan Shao, Philippe Fournier-Viger, Youcef Djenouri, Xiangmin Guo
2018 J jnl
Mining diversified association rules in big datasets: A cluster/GPU/genetic approach.
Inf. Sci.
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Hamido Fujita
2018 — conf
Outlier Detection in Urban Traffic Data.
WIMS
Youcef Djenouri, Arthur Zimek
2018 A* conf
Outlier Detection in Urban Traffic Flow Distributions.
ICDM
Youcef Djenouri, Arthur Zimek, Marco Chiarandini
2018 — conf
PPSF: An Open-Source Privacy-Preserving and Security Mining Framework.
ICDM Workshops
Jerry Chun-Wei Lin, Philippe Fournier-Viger, Lintai Wu, Wensheng Gan, Youcef Djenouri, Ji Zhang
2017 — conf
An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association Rule Mining.
ICGEC
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2017 J jnl
Combining Apriori heuristic and bio-inspired algorithms for solving the frequent itemsets mining problem.
Inf. Sci.
Youcef Djenouri, Marco Comuzzi
2017 J jnl
Data Mining-Based Decomposition for Solving the MAXSAT Problem: Toward a New Approach.
IEEE Intell. Syst.
Youcef Djenouri, Zineb Habbas, Djamel Djenouri
2017 — conf
Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining.
PAKDD (Workshops)
Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Marco Comuzzi
2017 — conf
GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem.
PAKDD (Workshops)
Youcef Djenouri, Marco Comuzzi
2017 C conf
GPU-based Bio-inspired Model for Solving Association Rules Mining Problem.
PDP
Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Marco Comuzzi
2017 — conf
New GPU-based swarm intelligence approach for reducing big association rules space.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Asma Belhadi, Nadia Nouali-Taboudjemat
2017 J jnl
Reducing thread divergence in GPU-based bees swarm optimization applied to association rule mining.
Concurr. Comput. Pract. Exp.
Youcef Djenouri, Ahcène Bendjoudi, Zineb Habbas, Malika Mehdi, Djamel Djenouri
2017 — conf
SS-FIM: Single Scan for Frequent Itemsets Mining in Transactional Databases.
PAKDD (2)
Youcef Djenouri, Marco Comuzzi, Djamel Djenouri
2016 — conf
Bees Swarm Optimization Metaheuristic Guided by Decomposition for Solving MAX-SAT.
ICAART (2)
Youcef Djenouri, Zineb Habbas, Wassila Aggoune-Mtalaa
2016 J jnl
Penguins Search Optimisation Algorithm for Association Rules Mining.
J. Comput. Inf. Technol.
Youcef Gheraibia, Abdelouahab Moussaoui, Youcef Djenouri, Sohag Kabir, Peng-Yeng Yin
2015 Misc conf
Data Reordering for Minimizing Threads Divergence in GPU-Based Evaluating Association Rules.
DCAI
Youcef Djenouri, Ahcène Bendjoudi, Malika Mehdi, Zineb Habbas, Nadia Nouali-Taboudjemat
2015 J jnl
GPU-based bees swarm optimization for association rules mining.
J. Supercomput.
Youcef Djenouri, Ahcène Bendjoudi, Malika Mehdi, Nadia Nouali-Taboudjemat, Zineb Habbas
2015 — conf
Parallel BSO Algorithm for Association Rules Mining Using Master/Worker Paradigm.
PPAM (1)
Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Zineb Habbas
2015 J jnl
Penguin Search Optimisation Algorithm for Finding Optimal Spaced Seeds.
Int. J. Softw. Sci. Comput. Intell.
Youcef Gheraibia, Abdelouahab Moussaoui, Youcef Djenouri, Sohag Kabir, Peng-Yeng Yin, Smaine Mazouzi
2014 — conf
An Improved Evolutionary Approach for Association Rules Mining.
BIC-TA
Youcef Djenouri, Ahcène Bendjoudi, Nadia Nouali-Taboudjemat, Zineb Habbas
2014 — conf
An efficient measure for evaluating association rules.
SoCPaR
Youcef Djenouri, Youcef Gheraibia, Malika Mehdi, Ahcène Bendjoudi, Nadia Nouali-Taboudjemat
2014 J jnl
Bees swarm optimisation using multiple strategies for association rule mining.
Int. J. Bio Inspired Comput.
Youcef Djenouri, Habiba Drias, Zineb Habbas
2014 J jnl
Hybrid Intelligent Method for Association Rules Mining Using Multiple Strategies.
Int. J. Appl. Metaheuristic Comput.
Youcef Djenouri, Habiba Drias, Zineb Habbas
2014 J jnl
Multilevel Clustering of Induction Rules: Application on Scalable Cognitive Agent.
Int. J. Syst. Serv. Oriented Eng.
Amine Chemchem, Habiba Drias, Youcef Djenouri
2014 — conf
Parallel Bees Swarm Optimization for Association Rules Mining Using GPU Architecture.
ICSI (2)
Youcef Djenouri, Habiba Drias
2014 — conf
Parallel association rules mining using GPUS and bees behaviors.
SoCPaR
Youcef Djenouri, Ahcène Bendjoudi, Malika Mehdi, Nadia Nouali-Taboudjemat, Zineb Habbas
2014 J jnl
Pruning irrelevant association rules using knowledge mining.
Int. J. Bus. Intell. Data Min.
Youcef Djenouri, Habiba Drias, Ahcène Bendjoudi
2013 — conf
A hybrid Bees Swarm Optimization and Tabu Search algorithm for Association rule mining.
NaBIC
Youcef Djenouri, Habiba Drias, Amine Chemchem
2013 C conf
Multilevel Clustering of Induction Rules for Web Meta-knowledge.
WorldCIST
Amine Chemchem, Habiba Drias, Youcef Djenouri
2012 — conf
Bees Swarm Optimization for Web Association Rule Mining.
Web Intelligence/IAT Workshops
Youcef Djenouri, Habiba Drias, Zineb Habbas, Hadia Mosteghanemi