Youcef Djenouri

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 130

Top Venues

Appl. Intell.

IEEE Trans. Intell. Transp. Syst.

IEEE Access

Inf. Sci.

Publications

Youcef Djenouri, Anis Yazidi, Gautam Srivastava, Jerry Chun-Wei Lin
Blockchain: Applications, Challenges, and Opportunities in Consumer Electronics. IEEE Consumer Electron. Mag. 13 (2) (2024)
Youcef Djenouri, Ahmed Nabil Belbachir, Alberto Cano, Asma Belhadi
Spatio-temporal visual learning for home-based monitoring. Inf. Fusion 101 (2024)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation. ACM Trans. Multim. Comput. Commun. Appl. 20 (2) (2024)
Youcef Djenouri, Ahmed Nabil Belbachir
Empowering Urban Connectivity in Smart Cities using Federated Intrusion Detection. DSAA (2023)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
Fast and Accurate Framework for Ontology Matching in Web of Things. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (5) (2023)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
When explainable AI meets IoT applications for supervised learning. Clust. Comput. 26 (4) (2023)
Luciano Netto de Lima, Fabio Augusto de Alcantara Andrade, Youcef Djenouri, Carlos Pfeiffer, Marcos Moura
Empowering Search and Rescue Operations with Big Data Technology: A Comprehensive Study of YOLOv8 Transfer Learning for Transportation Safety. BigData (2023)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
Hybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting. Future Gener. Comput. Syst. 139 (2023)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
Advanced Pattern-Mining System for Fake News Analysis. IEEE Trans. Comput. Soc. Syst. 10 (6) (2023)
Roufaida Laidi, Djamel Djenouri, Miloud Bagaa, Lyes Khelladi, Youcef Djenouri
Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES. PIMRC (2023)
Youcef Djenouri, Asma Belhadi, Essam H. Houssein, Gautam Srivastava, Jerry Chun-Wei Lin
Intelligent Graph Convolutional Neural Network for Road Crack Detection. IEEE Trans. Intell. Transp. Syst. 24 (8) (2023)
Youcef Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
Federated deep learning for smart city edge-based applications. Future Gener. Comput. Syst. 147 (2023)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
Emergent Deep Learning for Anomaly Detection in Internet of Everything. IEEE Internet Things J. 10 (4) (2023)
Tinhinane Mezair, Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles. ACM Trans. Sens. Networks 19 (2) (2023)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
Group intrusion detection in the Internet of Things using a hybrid recurrent neural network. Clust. Comput. 26 (2) (2023)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin, Anis Yazidi
Interpretable intrusion detection for next generation of Internet of Things. Comput. Commun. 203 (2023)
Youcef Djenouri, Ahmed Nabil Belbachir, Rutvij H. Jhaveri, Djamel Djenouri
Knowledge Guided Deep Learning for General-Purpose Computer Vision Applications. CAIP (1) (2023)
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Anis Yazidi
Shapley Deep Learning: A Consensus for General-Purpose Vision Systems. ICCV (Workshops) (2023)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Uttam Ghosh, Pushpita Chatterjee, Jerry Chun-Wei Lin
Fast and Accurate Deep Learning Framework for Secure Fault Diagnosis in the Industrial Internet of Things. IEEE Internet Things J. 10 (4) (2023)
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
Intelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24 (2) (2023)
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
A Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Jon-Olav Holland, Youcef Djenouri, Roufaida Laidi, Anis Yazidi
Hybrid Genetic U-Net Algorithm for Medical Segmentation. ICAART (3) (2023)
Youcef Djenouri, Ahmed Nabil Belbachir
A Hybrid Visual Transformer for Efficient Deep Human Activity Recognition. ICCV (Workshops) (2023)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
Deep learning based hashtag recommendation system for multimedia data. Inf. Sci. 609 (2022)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
Toward a Cognitive-Inspired Hashtag Recommendation for Twitter Data Analysis. IEEE Trans. Comput. Soc. Syst. 9 (6) (2022)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Essam H. Houssein, Jerry Chun-Wei Lin
Sensor data fusion for the industrial artificial intelligence of things. Expert Syst. J. Knowl. Eng. 39 (5) (2022)
Youcef Djenouri, Johan Hatleskog, Jon M. Hjelmervik, Elias Bjorne, Trygve Utstumo, Milad Mobarhan
Deep learning based decomposition for visual navigation in industrial platforms. Appl. Intell. 52 (7) (2022)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
Deep Learning Versus Traditional Solutions for Group Trajectory Outliers. IEEE Trans. Cybern. 52 (6) (2022)
Usman Ahmed, Gautam Srivastava, Youcef Djenouri, Jerry Chun-Wei Lin
Deviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Youcef Djenouri, Hiba Belhadi, Karima Akli-Astouati, Alberto Cano, Jerry Chun-Wei Lin
An ontology matching approach for semantic modeling: A case study in smart cities. Comput. Intell. 38 (3) (2022)
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Philippe Fournier-Viger
Efficient evolutionary computation model of closed high-utility itemset mining. Appl. Intell. 52 (9) (2022)
Youcef Djenouri, Jon M. Hjelmervik, Elias Bjorne, Milad Mobarhan
How Image Retrieval and Matching Can Improve Object Localisation on Offshore Platforms. IDEAL (2022)
Youcef Djenouri, Gautam Srivastava, Anis Yazidi, Jerry Chun-Wei Lin
An edge-driven multi-agent optimization model for infectious disease detection. Appl. Intell. 52 (12) (2022)
Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin
Hybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Youcef Djenouri, Asma Belhadi, Hsing-Chung Chen, Jerry Chun-Wei Lin
Intelligent deep fusion network for urban traffic flow anomaly identification. Comput. Commun. 189 (2022)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
Secure Collaborative Augmented Reality Framework for Biomedical Informatics. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Alberto Cano, Jerry Chun-Wei Lin
Hybrid Group Anomaly Detection for Sequence Data: Application to Trajectory Data Analytics. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Asma Belhadi, Youcef Djenouri, Vicente García-Díaz, Essam H. Houssein, Jerry Chun-Wei Lin
Hybrid intelligent framework for automated medical learning. Expert Syst. J. Knowl. Eng. 39 (6) (2022)
Tinhinane Mezair, Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
A sustainable deep learning framework for fault detection in 6G Industry 4.0 heterogeneous data environments. Comput. Commun. 187 (2022)
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Yuanfa Li, Philip S. Yu
Scalable Mining of High-Utility Sequential Patterns With Three-Tier MapReduce Model. ACM Trans. Knowl. Discov. Data 16 (3) (2022)
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin
Vehicle detection using improved region convolution neural network for accident prevention in smart roads. Pattern Recognit. Lett. 158 (2022)
Essam H. Houssein, Kashif Hussain, Laith Mohammad Abualigah, Mohamed E. Abd Elaziz, Waleed Alomoush, Gaurav Dhiman, Youcef Djenouri, Erik Cuevas
An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation. Knowl. Based Syst. 229 (2021)
Martha Roseberry, Bartosz Krawczyk, Youcef Djenouri, Alberto Cano
Self-adjusting k nearest neighbors for continual learning from multi-label drifting data streams. Neurocomputing 442 (2021)
Gautam Srivastava, Jerry Chun-Wei Lin, Alireza Jolfaei, Yuanfa Li, Youcef Djenouri
Uncertain-Driven Analytics of Sequence Data in IoCV Environments. IEEE Trans. Intell. Transp. Syst. 22 (8) (2021)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin, Giancarlo Fortino
Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection. Inf. Fusion 65 (2021)
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Unil Yun, Philippe Fournier-Viger
A predictive GA-based model for closed high-utility itemset mining. Appl. Soft Comput. 108 (2021)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
SS-ITS: secure scalable intelligent transportation systems. J. Supercomput. 77 (7) (2021)
Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Dawid Polap
Mining of High-Utility Patterns in Big IoT Databases. ICAISC (2) (2021)
Jerry Chun-Wei Lin, Yinan Shao, Youcef Djenouri, Unil Yun
ASRNN: A recurrent neural network with an attention model for sequence labeling. Knowl. Based Syst. 212 (2021)
Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Reza M. Parizi, Mohammad S. Khan
Mining of High-Utility Patterns in Big IoT-based Databases. Mob. Networks Appl. 26 (1) (2021)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
Reinforcement learning multi-agent system for faults diagnosis of mircoservices in industrial settings. Comput. Commun. 177 (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri, Jimmy Ming-Tai Wu
Detection of Trajectory Outliers in Intelligent Transportation Systems. IEEE BigData (2021)
Jerry Chun-Wei Lin, Usman Ahmed, Gautam Srivastava, Jimmy Ming-Tai Wu, Tzung-Pei Hong, Youcef Djenouri
Linguistic frequent pattern mining using a compressed structure. Appl. Intell. 51 (7) (2021)
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin
Trajectory Outlier Detection: New Problems and Solutions for Smart Cities. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Alireza Jolfaei, Jerry Chun-Wei Lin
Privacy reinforcement learning for faults detection in the smart grid. Ad Hoc Networks 119 (2021)
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Jimmy Ming-Tai Wu
Large-Scale Closed High-Utility Itemset Mining. ICDM (Workshops) (2021)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
Machine Learning for Identifying Group Trajectory Outliers. ACM Trans. Manag. Inf. Syst. 12 (2) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Rizwan Yasin, Youcef Djenouri
An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases. IEEE Trans. Emerg. Top. Comput. Intell. 5 (1) (2021)
Jerry Chun-Wei Lin, Gautam Srivastava, Yuyu Zhang, Youcef Djenouri, Moayad Aloqaily
Privacy-Preserving Multiobjective Sanitization Model in 6G IoT Environments. IEEE Internet Things J. 8 (7) (2021)
Youcef Djenouri, Jerry Chun-Wei Lin, Kjetil Nørvåg, Heri Ramampiaro, Philip S. Yu
Exploring Decomposition for Solving Pattern Mining Problems. ACM Trans. Manag. Inf. Syst. 12 (2) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri
A Deep Q-Learning Sanitization Approach for Privacy Preserving Data Mining. ICDCN (Adjunct Volume) (2021)
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Jerry Chun-Wei Lin
Cluster-based information retrieval using pattern mining. Appl. Intell. 51 (4) (2021)
Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
Fast and Accurate Convolution Neural Network for Detecting Manufacturing Data. IEEE Trans. Ind. Informatics 17 (4) (2021)
Jimmy Ming-Tai Wu, Zhongcui Li, Youcef Djenouri, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
A Graphic CNN-LSTM Model for Stock Price Predication. ICAISC (1) (2021)
Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri
A nutrient recommendation system for soil fertilization based on evolutionary computation. Comput. Electron. Agric. 189 (2021)
Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava
Efficient closed high-utility pattern fusion model in large-scale databases. Inf. Fusion 76 (2021)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Alberto Cano, Jerry Chun-Wei Lin
A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Mustapha Khiati, Djamel Djenouri, Jianguo Ding, Youcef Djenouri
LSTM for Periodic Broadcasting in Green IoT Applications over Energy Harvesting Enabled Wireless Networks: Case Study on ADAPCAST. MSN (2021)
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano
A general-purpose distributed pattern mining system. Appl. Intell. 50 (9) (2020)
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano
Trajectory Outlier Detection: Algorithms, Taxonomies, Evaluation, and Open Challenges. ACM Trans. Manag. Inf. Syst. 11 (3) (2020)
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Tzung-Pei Hong
Mining Multiple Fuzzy Frequent Patterns with Compressed List Structures. FUZZ-IEEE (2020)
Asma Belhadi, Youcef Djenouri, Kjetil Nørvåg, Heri Ramampiaro, Florent Masseglia, Jerry Chun-Wei Lin
Space-time series clustering: Algorithms, taxonomy, and case study on urban smart cities. Eng. Appl. Artif. Intell. 95 (2020)
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano
A Data-Driven Approach for Twitter Hashtag Recommendation. IEEE Access 8 (2020)
Usman Ahmed, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Youcef Djenouri, Gautam Srivastava, Suresh Kumar Mukhiya
Efficient Mining of Pareto-Front High Expected Utility Patterns. IEA/AIE (2020)
Youcef Djenouri, Jon M. Hjelmervik
Hybrid Decomposition Convolution Neural Network and Vocabulary Forest for Image Retrieval. ICPR (2020)
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin
A recurrent neural network for urban long-term traffic flow forecasting. Appl. Intell. 50 (10) (2020)
Youcef Djenouri, Djamel Djenouri, Zineb Habbas, Jerry Chun-Wei Lin, Tomasz P. Michalak, Alberto Cano
When the Decomposition Meets the Constraint Satisfaction Problem. IEEE Access 8 (2020)
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
Efficient Chain Structure for High-Utility Sequential Pattern Mining. IEEE Access 8 (2020)
Jerry Chun-Wei Lin, Matin Pirouz, Youcef Djenouri, Chien-Fu Cheng, Usman Ahmed
Incrementally updating the high average-utility patterns with pre-large concept. Appl. Intell. 50 (11) (2020)
Youcef Djenouri, Kjetil Nørvåg, Heri Ramampiaro, Jerry Chun-Wei Lin
Fast and Accurate Group Outlier Detection for Trajectory Data. ADBIS (Short Papers) (2020)
Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri, Jerry Chun-Wei Lin
Data mining-based approach for ontology matching problem. Appl. Intell. 50 (4) (2020)
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Chongsheng Zhang, Alberto Cano
Exploring Pattern Mining Algorithms for Hashtag Retrieval Problem. IEEE Access 8 (2020)
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
An Efficient Chain Structure to Mine High-Utility Sequential Patterns. ICDM Workshops (2019)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Ahcène Bendjoudi, Philippe Fournier-Viger
A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining. CEC (2019)
Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Philippe Fournier-Viger
Bee swarm optimization for solving the MAXSAT problem using prior knowledge. Soft Comput. 23 (9) (2019)
Djamel Djenouri, Roufaida Laidi, Youcef Djenouri, Ilangko Balasingham
Machine Learning for Smart Building Applications: Review and Taxonomy. ACM Comput. Surv. 52 (2) (2019)
Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Youcef Djenouri, Philippe Fournier-Viger, Yuyu Zhang
A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data Mining. CEC (2019)
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi
Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases. CEC (2019)
Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Djamel Djenouri, Alberto Cano
A Survey on Urban Traffic Anomalies Detection Algorithms. IEEE Access 7 (2019)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Ahcène Bendjoudi
Exploiting GPU parallelism in improving bees swarm optimization for mining big transactional databases. Inf. Sci. 496 (2019)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Alberto Cano
Exploiting GPU and cluster parallelism in single scan frequent itemset mining. Inf. Sci. 496 (2019)
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Shyue-Liang Leon Wang
Mining High-Utility Sequential Patterns from Big Datasets. IEEE BigData (2019)
Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri, Jerry Chun-Wei Lin
Exploring Pattern Mining for Solving the Ontology Matching Problem. ADBIS (Short Papers and Workshops) (2019)
Youcef Djenouri, Jerry Chun-Wei Lin, Kjetil Nørvåg, Heri Ramampiaro
Highly Efficient Pattern Mining Based on Transaction Decomposition. ICDE (2019)
Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Alberto Cano
Adapted K-Nearest Neighbors for Detecting Anomalies on Spatio-Temporal Traffic Flow. IEEE Access 7 (2019)
Youcef Djenouri, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Djamel Djenouri, Asma Belhadi
GPU-based swarm intelligence for Association Rule Mining in big databases. Intell. Data Anal. 23 (1) (2019)
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin
Comparative Study on Trajectory Outlier Detection Algorithms. ICDM Workshops (2019)
Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu, Philippe Fournier-Viger, Youcef Djenouri, Chun-Hao Chen, Yuyu Zhang
A Sanitization Approach to Secure Shared Data in an IoT Environment. IEEE Access 7 (2019)
Jerry Chun-Wei Lin, Yuyu Zhang, Binbin Zhang, Philippe Fournier-Viger, Youcef Djenouri
Hiding sensitive itemsets with multiple objective optimization. Soft Comput. 23 (23) (2019)
Jerry Chun-Wei Lin, Yina Shao, Philippe Fournier-Viger, Youcef Djenouri, Xiangmin Guo
Maintenance algorithm for high average-utility itemsets with transaction deletion. Appl. Intell. 48 (10) (2018)

Youcef Djenouri.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Youcef Djenouri