Bees Swarm Optimization for Web Association Rule Mining. - Youcef Djenouri; Habiba Drias; Zineb Habbas; Hadia Mosteghanemi (Web Intelligence/IAT Workshops, 2012)

A hybrid Bees Swarm Optimization and Tabu Search algorithm for Association rule mining. - Youcef Djenouri; Habiba Drias; Amine Chemchem (NaBIC, 2013)

Multilevel Clustering of Induction Rules for Web Meta-knowledge. - Amine Chemchem; Habiba Drias; Youcef Djenouri (WorldCIST, 2013)

An Improved Evolutionary Approach for Association Rules Mining. - Youcef Djenouri; Ahcène Bendjoudi; Nadia Nouali-Taboudjemat; Zineb Habbas (BIC-TA, 2014)

Parallel Bees Swarm Optimization for Association Rules Mining Using GPU Architecture. - Youcef Djenouri; Habiba Drias (ICSI (2), 2014)

Parallel association rules mining using GPUS and bees behaviors. - Youcef Djenouri; Ahcène Bendjoudi; Malika Mehdi; Nadia Nouali-Taboudjemat; Zineb Habbas (SoCPaR, 2014)

An efficient measure for evaluating association rules. - Youcef Djenouri; Youcef Gheraibia; Malika Mehdi; Ahcène Bendjoudi; Nadia Nouali-Taboudjemat (SoCPaR, 2014)

Hybrid Intelligent Method for Association Rules Mining Using Multiple Strategies. - Youcef Djenouri; Habiba Drias; Zineb Habbas (Int. J. Appl. Metaheuristic Comput., 2014)

Bees swarm optimisation using multiple strategies for association rule mining. - Youcef Djenouri; Habiba Drias; Zineb Habbas (Int. J. Bio Inspired Comput., 2014)

Pruning irrelevant association rules using knowledge mining. - Youcef Djenouri; Habiba Drias; Ahcène Bendjoudi (Int. J. Bus. Intell. Data Min., 2014)

Multilevel Clustering of Induction Rules: Application on Scalable Cognitive Agent. - Amine Chemchem; Habiba Drias; Youcef Djenouri (Int. J. Syst. Serv. Oriented Eng., 2014)

Data Reordering for Minimizing Threads Divergence in GPU-Based Evaluating Association Rules. - Youcef Djenouri; Ahcène Bendjoudi; Malika Mehdi; Zineb Habbas; Nadia Nouali-Taboudjemat (DCAI, 2015)

Parallel BSO Algorithm for Association Rules Mining Using Master/Worker Paradigm. - Youcef Djenouri; Ahcène Bendjoudi; Djamel Djenouri; Zineb Habbas (PPAM (1), 2015)

Penguin Search Optimisation Algorithm for Finding Optimal Spaced Seeds. - Youcef Gheraibia; Abdelouahab Moussaoui; Youcef Djenouri; Sohag Kabir; Peng-Yeng Yin; Smaine Mazouzi (Int. J. Softw. Sci. Comput. Intell., 2015)

GPU-based bees swarm optimization for association rules mining. - Youcef Djenouri; Ahcène Bendjoudi; Malika Mehdi; Nadia Nouali-Taboudjemat; Zineb Habbas (J. Supercomput., 2015)

Bees Swarm Optimization Metaheuristic Guided by Decomposition for Solving MAX-SAT. - Youcef Djenouri; Zineb Habbas; Wassila Aggoune-Mtalaa (ICAART (2), 2016)

Penguins Search Optimisation Algorithm for Association Rules Mining. - Youcef Gheraibia; Abdelouahab Moussaoui; Youcef Djenouri; Sohag Kabir; Peng-Yeng Yin (J. Comput. Inf. Technol., 2016)

An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association Rule Mining. - Youcef Djenouri; Asma Belhadi; Philippe Fournier-Viger; Jerry Chun-Wei Lin (ICGEC, 2017)

GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem. - Youcef Djenouri; Marco Comuzzi (PAKDD (Workshops), 2017)

SS-FIM: Single Scan for Frequent Itemsets Mining in Transactional Databases. - Youcef Djenouri; Marco Comuzzi; Djamel Djenouri (PAKDD (2), 2017)

Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining. - Youcef Djenouri; Zineb Habbas; Djamel Djenouri; Marco Comuzzi (PAKDD (Workshops), 2017)

GPU-based Bio-inspired Model for Solving Association Rules Mining Problem. - Youcef Djenouri; Ahcène Bendjoudi; Djamel Djenouri; Marco Comuzzi (PDP, 2017)

New GPU-based swarm intelligence approach for reducing big association rules space. - Youcef Djenouri; Ahcène Bendjoudi; Djamel Djenouri; Asma Belhadi; Nadia Nouali-Taboudjemat (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Reducing thread divergence in GPU-based bees swarm optimization applied to association rule mining. - Youcef Djenouri; Ahcène Bendjoudi; Zineb Habbas; Malika Mehdi; Djamel Djenouri (Concurr. Comput. Pract. Exp., 2017)

Data Mining-Based Decomposition for Solving the MAXSAT Problem: Toward a New Approach. - Youcef Djenouri; Zineb Habbas; Djamel Djenouri (IEEE Intell. Syst., 2017)

Combining Apriori heuristic and bio-inspired algorithms for solving the frequent itemsets mining problem. - Youcef Djenouri; Marco Comuzzi (Inf. Sci., 2017)

Anonymization of Multiple and Personalized Sensitive Attributes. - Jerry Chun-Wei Lin; Qiankun Liu 002; Philippe Fournier-Viger; Youcef Djenouri; Ji Zhang 001 (DaWaK, 2018)

A Metaheuristic Algorithm for Hiding Sensitive Itemsets. - Jerry Chun-Wei Lin; Yuyu Zhang; Philippe Fournier-Viger; Youcef Djenouri; Ji Zhang 001 (DEXA (2), 2018)

Outlier Detection in Urban Traffic Flow Distributions. - Youcef Djenouri; Arthur Zimek; Marco Chiarandini (ICDM, 2018)

PPSF: An Open-Source Privacy-Preserving and Security Mining Framework. - Jerry Chun-Wei Lin; Philippe Fournier-Viger; Lintai Wu; Wensheng Gan; Youcef Djenouri; Ji Zhang 001 (ICDM Workshops, 2018)

GFSOM: Genetic Feature Selection for Ontology Matching. - Hiba Belhadi; Karima Akli-Astouati; Youcef Djenouri; Jerry Chun-Wei Lin; Jimmy Ming-Tai Wu (ICGEC, 2018)

Discovering Strong Meta Association Rules Using Bees Swarm Optimization. - Youcef Djenouri; Asma Belhadi; Philippe Fournier-Viger; Jerry Chun-Wei Lin (PAKDD (Workshops), 2018)

Outlier Detection in Urban Traffic Data. - Youcef Djenouri; Arthur Zimek (WIMS, 2018)

Frequent Itemset Mining in Big Data With Effective Single Scan Algorithms. - Youcef Djenouri; Djamel Djenouri; Jerry Chun-Wei Lin; Asma Belhadi (IEEE Access, 2018)

A new framework for metaheuristic-based frequent itemset mining. - Youcef Djenouri; Djamel Djenouri; Asma Belhadi; Philippe Fournier-Viger; Jerry Chun-Wei Lin (Appl. Intell., 2018)

Maintenance algorithm for high average-utility itemsets with transaction deletion. - Jerry Chun-Wei Lin; Yinan Shao; Philippe Fournier-Viger; Youcef Djenouri; Xiangmin Guo (Appl. Intell., 2018)

Intelligent mapping between GPU and cluster computing for discovering big association rules. - Youcef Djenouri; Djamel Djenouri; Zineb Habbas (Appl. Soft Comput., 2018)

How to exploit high performance computing in population-based metaheuristics for solving association rule mining problem. - Youcef Djenouri; Djamel Djenouri; Zineb Habbas; Asma Belhadi (Distributed Parallel Databases, 2018)

Bees swarm optimization guided by data mining techniques for document information retrieval. - Youcef Djenouri; Asma Belhadi; Riadh Belkebir (Expert Syst. Appl., 2018)

Mining diversified association rules in big datasets: A cluster/GPU/genetic approach. - Youcef Djenouri; Asma Belhadi; Philippe Fournier-Viger; Hamido Fujita (Inf. Sci., 2018)

Fast and effective cluster-based information retrieval using frequent closed itemsets. - Youcef Djenouri; Asma Belhadi; Philippe Fournier-Viger; Jerry Chun-Wei Lin (Inf. Sci., 2018)

Extracting useful knowledge from event logs: A frequent itemset mining approach. - Youcef Djenouri; Asma Belhadi; Philippe Fournier-Viger (Knowl. Based Syst., 2018)

Exploring Pattern Mining for Solving the Ontology Matching Problem. - Hiba Belhadi; Karima Akli-Astouati; Youcef Djenouri; Jerry Chun-Wei Lin (ADBIS (Short Papers and Workshops), 2019)

Mining High-Utility Sequential Patterns from Big Datasets. - Jerry Chun-Wei Lin; Yuanfa Li; Philippe Fournier-Viger; Youcef Djenouri; Shyue-Liang Leon Wang (IEEE BigData, 2019)

A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining. - Youcef Djenouri; Djamel Djenouri; Asma Belhadi; Jerry Chun-Wei Lin; Ahcène Bendjoudi; Philippe Fournier-Viger (CEC, 2019)

Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases. - Youcef Djenouri; Djamel Djenouri; Jerry Chun-Wei Lin; Asma Belhadi (CEC, 2019)

A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data Mining. - Jimmy Ming-Tai Wu; Jerry Chun-Wei Lin; Youcef Djenouri; Philippe Fournier-Viger; Yuyu Zhang (CEC, 2019)

Highly Efficient Pattern Mining Based on Transaction Decomposition. - Youcef Djenouri; Jerry Chun-Wei Lin; Kjetil Nørvåg; Heri Ramampiaro (ICDE, 2019)

Comparative Study on Trajectory Outlier Detection Algorithms. - Asma Belhadi; Youcef Djenouri; Jerry Chun-Wei Lin (ICDM Workshops, 2019)

An Efficient Chain Structure to Mine High-Utility Sequential Patterns. - Jerry Chun-Wei Lin; Yuanfa Li; Philippe Fournier-Viger; Youcef Djenouri; Ji Zhang 001 (ICDM Workshops, 2019)

Adapted K-Nearest Neighbors for Detecting Anomalies on Spatio-Temporal Traffic Flow. - Youcef Djenouri; Asma Belhadi; Jerry Chun-Wei Lin; Alberto Cano 001 (IEEE Access, 2019)

A Survey on Urban Traffic Anomalies Detection Algorithms. - Youcef Djenouri; Asma Belhadi; Jerry Chun-Wei Lin; Djamel Djenouri; Alberto Cano 001 (IEEE Access, 2019)

A Sanitization Approach to Secure Shared Data in an IoT Environment. - Jerry Chun-Wei Lin; Jimmy Ming-Tai Wu; Philippe Fournier-Viger; Youcef Djenouri; Chun-Hao Chen; Yuyu Zhang (IEEE Access, 2019)

Machine Learning for Smart Building Applications: Review and Taxonomy. - Djamel Djenouri; Roufaida Laidi; Youcef Djenouri; Ilangko Balasingham (ACM Comput. Surv., 2019)

GPU-based swarm intelligence for Association Rule Mining in big databases. - Youcef Djenouri; Philippe Fournier-Viger; Jerry Chun-Wei Lin; Djamel Djenouri; Asma Belhadi (Intell. Data Anal., 2019)

Exploiting GPU and cluster parallelism in single scan frequent itemset mining. - Youcef Djenouri; Djamel Djenouri; Asma Belhadi; Alberto Cano 001 (Inf. Sci., 2019)

Exploiting GPU parallelism in improving bees swarm optimization for mining big transactional databases. - Youcef Djenouri; Djamel Djenouri; Asma Belhadi; Philippe Fournier-Viger; Jerry Chun-Wei Lin; Ahcène Bendjoudi (Inf. Sci., 2019)

Bee swarm optimization for solving the MAXSAT problem using prior knowledge. - Youcef Djenouri; Zineb Habbas; Djamel Djenouri; Philippe Fournier-Viger (Soft Comput., 2019)

Hiding sensitive itemsets with multiple objective optimization. - Jerry Chun-Wei Lin; Yuyu Zhang; Binbin Zhang; Philippe Fournier-Viger; Youcef Djenouri (Soft Comput., 2019)

Fast and Accurate Group Outlier Detection for Trajectory Data. - Youcef Djenouri; Kjetil Nørvåg; Heri Ramampiaro; Jerry Chun-Wei Lin (ADBIS (Short Papers), 2020)

Mining Multiple Fuzzy Frequent Patterns with Compressed List Structures. - Jerry Chun-Wei Lin; Jimmy Ming-Tai Wu; Youcef Djenouri; Gautam Srivastava 001; Tzung-Pei Hong (FUZZ-IEEE, 2020)

Hybrid Decomposition Convolution Neural Network and Vocabulary Forest for Image Retrieval. - Youcef Djenouri; Jon M. Hjelmervik (ICPR, 2020)

Efficient Mining of Pareto-Front High Expected Utility Patterns. - Usman Ahmed; Jerry Chun-Wei Lin; Jimmy Ming-Tai Wu; Youcef Djenouri; Gautam Srivastava 001; Suresh Kumar Mukhiya (IEA/AIE, 2020)

A Data-Driven Approach for Twitter Hashtag Recommendation. - Asma Belhadi; Youcef Djenouri; Jerry Chun-Wei Lin; Alberto Cano 001 (IEEE Access, 2020)

Exploring Pattern Mining Algorithms for Hashtag Retrieval Problem. - Asma Belhadi; Youcef Djenouri; Jerry Chun-Wei Lin; Chongsheng Zhang; Alberto Cano 001 (IEEE Access, 2020)

When the Decomposition Meets the Constraint Satisfaction Problem. - Youcef Djenouri; Djamel Djenouri; Zineb Habbas; Jerry Chun-Wei Lin; Tomasz P. Michalak; Alberto Cano 001 (IEEE Access, 2020)

Efficient Chain Structure for High-Utility Sequential Pattern Mining. - Jerry Chun-Wei Lin; Yuanfa Li; Philippe Fournier-Viger; Youcef Djenouri; Ji Zhang 001 (IEEE Access, 2020)

Data mining-based approach for ontology matching problem. - Hiba Belhadi; Karima Akli-Astouati; Youcef Djenouri; Jerry Chun-Wei Lin (Appl. Intell., 2020)

A recurrent neural network for urban long-term traffic flow forecasting. - Asma Belhadi; Youcef Djenouri; Djamel Djenouri; Jerry Chun-Wei Lin (Appl. Intell., 2020)

A general-purpose distributed pattern mining system. - Asma Belhadi; Youcef Djenouri; Jerry Chun-Wei Lin; Alberto Cano 001 (Appl. Intell., 2020)

Incrementally updating the high average-utility patterns with pre-large concept. - Jerry Chun-Wei Lin; Matin Pirouz; Youcef Djenouri; Chien-Fu Cheng; Usman Ahmed (Appl. Intell., 2020)

Space-time series clustering: Algorithms, taxonomy, and case study on urban smart cities. - Asma Belhadi; Youcef Djenouri; Kjetil Nørvåg; Heri Ramampiaro; Florent Masseglia; Jerry Chun-Wei Lin (Eng. Appl. Artif. Intell., 2020)

Trajectory Outlier Detection: Algorithms, Taxonomies, Evaluation, and Open Challenges. - Asma Belhadi; Youcef Djenouri; Jerry Chun-Wei Lin; Alberto Cano 001 (ACM Trans. Manag. Inf. Syst., 2020)

Detection of Trajectory Outliers in Intelligent Transportation Systems. - Usman Ahmed; Jerry Chun-Wei Lin; Gautam Srivastava 001; Youcef Djenouri; Jimmy Ming-Tai Wu (IEEE BigData, 2021)

A Graphic CNN-LSTM Model for Stock Price Predication. - Jimmy Ming-Tai Wu; Zhongcui Li; Youcef Djenouri; Dawid Polap; Gautam Srivastava 001; Jerry Chun-Wei Lin (ICAISC (1), 2021)

Mining of High-Utility Patterns in Big IoT Databases. - Jimmy Ming-Tai Wu; Gautam Srivastava 001; Jerry Chun-Wei Lin; Youcef Djenouri; Min Wei; Dawid Polap (ICAISC (2), 2021)

A Deep Q-Learning Sanitization Approach for Privacy Preserving Data Mining. - Usman Ahmed; Jerry Chun-Wei Lin; Gautam Srivastava 001; Youcef Djenouri (ICDCN (Adjunct Volume), 2021)

Large-Scale Closed High-Utility Itemset Mining. - Jerry Chun-Wei Lin; Youcef Djenouri; Gautam Srivastava 001; Jimmy Ming-Tai Wu (ICDM (Workshops), 2021)

LSTM for Periodic Broadcasting in Green IoT Applications over Energy Harvesting Enabled Wireless Networks: Case Study on ADAPCAST. - Mustapha Khiati; Djamel Djenouri; Jianguo Ding; Youcef Djenouri (MSN, 2021)

Privacy reinforcement learning for faults detection in the smart grid. - Asma Belhadi; Youcef Djenouri; Gautam Srivastava 001; Alireza Jolfaei; Jerry Chun-Wei Lin (Ad Hoc Networks, 2021)

Cluster-based information retrieval using pattern mining. - Youcef Djenouri; Asma Belhadi; Djamel Djenouri; Jerry Chun-Wei Lin (Appl. Intell., 2021)

Linguistic frequent pattern mining using a compressed structure. - Jerry Chun-Wei Lin; Usman Ahmed; Gautam Srivastava 001; Jimmy Ming-Tai Wu; Tzung-Pei Hong; Youcef Djenouri (Appl. Intell., 2021)

A predictive GA-based model for closed high-utility itemset mining. - Jerry Chun-Wei Lin; Youcef Djenouri; Gautam Srivastava 001; Unil Yun; Philippe Fournier-Viger (Appl. Soft Comput., 2021)

A nutrient recommendation system for soil fertilization based on evolutionary computation. - Usman Ahmed; Jerry Chun-Wei Lin; Gautam Srivastava 001; Youcef Djenouri (Comput. Electron. Agric., 2021)

Reinforcement learning multi-agent system for faults diagnosis of mircoservices in industrial settings. - Asma Belhadi; Youcef Djenouri; Gautam Srivastava 001; Jerry Chun-Wei Lin (Comput. Commun., 2021)

Self-adjusting k nearest neighbors for continual learning from multi-label drifting data streams. - Martha I. Roseberry; Bartosz Krawczyk; Youcef Djenouri; Alberto Cano 001 (Neurocomputing, 2021)

Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection. - Asma Belhadi; Youcef Djenouri; Gautam Srivastava 001; Djamel Djenouri; Jerry Chun-Wei Lin; Giancarlo Fortino (Inf. Fusion, 2021)

Efficient closed high-utility pattern fusion model in large-scale databases. - Jerry Chun-Wei Lin; Youcef Djenouri; Gautam Srivastava 001 (Inf. Fusion, 2021)

Privacy-Preserving Multiobjective Sanitization Model in 6G IoT Environments. - Jerry Chun-Wei Lin; Gautam Srivastava 001; Yuyu Zhang; Youcef Djenouri; Moayad Aloqaily (IEEE Internet Things J., 2021)

An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation. - Essam H. Houssein; Kashif Hussain 001; Laith Mohammad Abualigah; Mohamed E. Abd Elaziz; Waleed Alomoush; Gaurav Dhiman; Youcef Djenouri; Erik Cuevas (Knowl. Based Syst., 2021)

ASRNN: A recurrent neural network with an attention model for sequence labeling. - Jerry Chun-Wei Lin; Yinan Shao; Youcef Djenouri; Unil Yun (Knowl. Based Syst., 2021)

Mining of High-Utility Patterns in Big IoT-based Databases. - Jimmy Ming-Tai Wu; Gautam Srivastava 001; Jerry Chun-Wei Lin; Youcef Djenouri; Min Wei; Reza M. Parizi; Mohammad S. Khan (Mob. Networks Appl., 2021)

An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases. - Usman Ahmed; Jerry Chun-Wei Lin; Gautam Srivastava 001; Rizwan Yasin; Youcef Djenouri (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

Fast and Accurate Convolution Neural Network for Detecting Manufacturing Data. - Youcef Djenouri; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Trans. Ind. Informatics, 2021)

A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories. - Asma Belhadi; Youcef Djenouri; Gautam Srivastava 001; Djamel Djenouri; Alberto Cano 001; Jerry Chun-Wei Lin (IEEE Trans. Intell. Transp. Syst., 2021)

Uncertain-Driven Analytics of Sequence Data in IoCV Environments. - Gautam Srivastava 001; Jerry Chun-Wei Lin; Alireza Jolfaei; Yuanfa Li; Youcef Djenouri (IEEE Trans. Intell. Transp. Syst., 2021)

SS-ITS: secure scalable intelligent transportation systems. - Asma Belhadi; Youcef Djenouri; Gautam Srivastava 001; Jerry Chun-Wei Lin (J. Supercomput., 2021)

Trajectory Outlier Detection: New Problems and Solutions for Smart Cities. - Youcef Djenouri; Djamel Djenouri; Jerry Chun-Wei Lin (ACM Trans. Knowl. Discov. Data, 2021)

Machine Learning for Identifying Group Trajectory Outliers. - Asma Belhadi; Youcef Djenouri; Djamel Djenouri; Tomasz P. Michalak; Jerry Chun-Wei Lin (ACM Trans. Manag. Inf. Syst., 2021)

Exploring Decomposition for Solving Pattern Mining Problems. - Youcef Djenouri; Jerry Chun-Wei Lin; Kjetil Nørvåg; Heri Ramampiaro; Philip S. Yu (ACM Trans. Manag. Inf. Syst., 2021)

How Image Retrieval and Matching Can Improve Object Localisation on Offshore Platforms. - Youcef Djenouri; Jon M. Hjelmervik; Elias Bjørne; Milad Mobarhan (IDEAL, 2022)

Deep learning based decomposition for visual navigation in industrial platforms. - Youcef Djenouri; Johan Hatleskog; Jon M. Hjelmervik; Elias Bjørne; Trygve Utstumo; Milad Mobarhan (Appl. Intell., 2022)

An edge-driven multi-agent optimization model for infectious disease detection. - Youcef Djenouri; Gautam Srivastava 001; Anis Yazidi; Jerry Chun-Wei Lin (Appl. Intell., 2022)

Efficient evolutionary computation model of closed high-utility itemset mining. - Jerry Chun-Wei Lin; Youcef Djenouri; Gautam Srivastava 001; Philippe Fournier-Viger (Appl. Intell., 2022)

An ontology matching approach for semantic modeling: A case study in smart cities. - Youcef Djenouri; Hiba Belhadi; Karima Akli-Astouati; Alberto Cano 001; Jerry Chun-Wei Lin (Comput. Intell., 2022)

Intelligent deep fusion network for urban traffic flow anomaly identification. - Youcef Djenouri; Asma Belhadi; Hsing-Chung Chen; Jerry Chun-Wei Lin (Comput. Commun., 2022)

A sustainable deep learning framework for fault detection in 6G Industry 4.0 heterogeneous data environments. - Tinhinane Mezair; Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (Comput. Commun., 2022)

Hybrid intelligent framework for automated medical learning. - Asma Belhadi; Youcef Djenouri; Vicente García-Díaz; Essam H. Houssein; Jerry Chun-Wei Lin (Expert Syst. J. Knowl. Eng., 2022)

Sensor data fusion for the industrial artificial intelligence of things. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Essam H. Houssein; Jerry Chun-Wei Lin (Expert Syst. J. Knowl. Eng., 2022)

Deep learning based hashtag recommendation system for multimedia data. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (Inf. Sci., 2022)

Vehicle detection using improved region convolution neural network for accident prevention in smart roads. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Djamel Djenouri; Jerry Chun-Wei Lin (Pattern Recognit. Lett., 2022)

Toward a Cognitive-Inspired Hashtag Recommendation for Twitter Data Analysis. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Trans. Comput. Soc. Syst., 2022)

Deep Learning Versus Traditional Solutions for Group Trajectory Outliers. - Asma Belhadi; Youcef Djenouri; Djamel Djenouri; Tomasz P. Michalak; Jerry Chun-Wei Lin (IEEE Trans. Cybern., 2022)

Secure Collaborative Augmented Reality Framework for Biomedical Informatics. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE J. Biomed. Health Informatics, 2022)

Deviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems. - Usman Ahmed; Gautam Srivastava 001; Youcef Djenouri; Jerry Chun-Wei Lin (IEEE Trans. Intell. Transp. Syst., 2022)

Hybrid Group Anomaly Detection for Sequence Data: Application to Trajectory Data Analytics. - Asma Belhadi; Youcef Djenouri; Gautam Srivastava 001; Alberto Cano 001; Jerry Chun-Wei Lin (IEEE Trans. Intell. Transp. Syst., 2022)

Hybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads. - Youcef Djenouri; Gautam Srivastava 001; Djamel Djenouri; Asma Belhadi; Jerry Chun-Wei Lin (IEEE Trans. Intell. Transp. Syst., 2022)

Scalable Mining of High-Utility Sequential Patterns With Three-Tier MapReduce Model. - Jerry Chun-Wei Lin; Youcef Djenouri; Gautam Srivastava 001; Yuanfa Li; Philip S. Yu (ACM Trans. Knowl. Discov. Data, 2022)

Empowering Search and Rescue Operations with Big Data Technology: A Comprehensive Study of YOLOv8 Transfer Learning for Transportation Safety. - Luciano Netto de Lima; Fabio Augusto de Alcantara Andrade; Youcef Djenouri; Carlos Pfeiffer; Marcos Moura (IEEE Big Data, 2023)

Knowledge Guided Deep Learning for General-Purpose Computer Vision Applications. - Youcef Djenouri; Ahmed Nabil Belbachir; Rutvij H. Jhaveri; Djamel Djenouri (CAIP (1), 2023)

Empowering Urban Connectivity in Smart Cities using Federated Intrusion Detection. - Youcef Djenouri; Ahmed Nabil Belbachir (DSAA, 2023)

Hybrid Genetic U-Net Algorithm for Medical Segmentation. - Jon-Olav Holland; Youcef Djenouri; Roufaida Laidi; Anis Yazidi (ICAART (3), 2023)

A Hybrid Visual Transformer for Efficient Deep Human Activity Recognition. - Youcef Djenouri; Ahmed Nabil Belbachir (ICCV (Workshops), 2023)

Shapley Deep Learning: A Consensus for General-Purpose Vision Systems. - Youcef Djenouri; Ahmed Nabil Belbachir; Tomasz P. Michalak; Anis Yazidi (ICCV (Workshops), 2023)

Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES. - Roufaida Laidi; Djamel Djenouri; Miloud Bagaa; Lyes Khelladi; Youcef Djenouri (PIMRC, 2023)

Hybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (Future Gener. Comput. Syst., 2023)

Federated deep learning for smart city edge-based applications. - Youcef Djenouri; Tomasz P. Michalak; Jerry Chun-Wei Lin (Future Gener. Comput. Syst., 2023)

Fast and Accurate Deep Learning Framework for Secure Fault Diagnosis in the Industrial Internet of Things. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Uttam Ghosh; Pushpita Chatterjee; Jerry Chun-Wei Lin (IEEE Internet Things J., 2023)

Emergent Deep Learning for Anomaly Detection in Internet of Everything. - Youcef Djenouri; Djamel Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Internet Things J., 2023)

Intelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems. - Youcef Djenouri; Asma Belhadi; Djamel Djenouri; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Trans. Intell. Transp. Syst., 2023)

Group intrusion detection in the Internet of Things using a hybrid recurrent neural network. - Asma Belhadi; Youcef Djenouri; Djamel Djenouri; Gautam Srivastava 001; Jerry Chun-Wei Lin (Clust. Comput., 2023)

Interpretable intrusion detection for next generation of Internet of Things. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin; Anis Yazidi (Comput. Commun., 2023)

Fast and Accurate Framework for Ontology Matching in Web of Things. - Asma Belhadi; Youcef Djenouri; Gautam Srivastava 001; Jerry Chun-Wei Lin (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles. - Tinhinane Mezair; Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (ACM Trans. Sens. Networks, 2023)

When explainable AI meets IoT applications for supervised learning. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (Clust. Comput., 2023)

Intelligent Graph Convolutional Neural Network for Road Crack Detection. - Youcef Djenouri; Asma Belhadi; Essam H. Houssein; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Trans. Intell. Transp. Syst., 2023)

High-Precision Matching Algorithm for Multi-Image Segmentation of Micro Animation Videos in Mobile Network Environment. - Yehui Su; Youcef Djenouri (Mob. Networks Appl., 2023)

A Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting. - Youcef Djenouri; Asma Belhadi; Djamel Djenouri; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Trans. Intell. Transp. Syst., 2023)

Advanced Pattern-Mining System for Fake News Analysis. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Trans. Comput. Soc. Syst., 2023)

Neurosymbolic Visual Transform Based on Logic Tensor Network for Defect Detection. - Youcef Djenouri; Ahmed Nabil Belbachir; Asma Belhadi; Tomasz P. Michalak (ECCV Workshops (4), 2024)

Intelligent Customer Behaviour Analysis in the Norwegian Market. - Kristian Brathovde; Youcef Djenouri; Anis Yazidi; Gautam Srivastava 001 (ICDEW, 2024)

Vision-based Spatiotemporal Learning for Human Activity Recognition. - Youcef Djenouri; Ahmed Nabil Belbachir; Gautam Srivastava 001; Alberto Cano 001 (IJCNN, 2024)

POPD: Partial Occluded Pedestrian Detection Using A Multimodal Deep Learning Approach. - Deepanshu Garg; Alok Kumar; Sivaraman Eswaran; Youcef Djenouri; Gautam Srivastava 001 (IJCNN, 2024)

Revolutionizing Personal Recommendations via Federated Contrastive Transformer Learning. - Youcef Djenouri; Fabio Augusto de Alcantara Andrade; Gautam Srivastava 001; Ahmed Nabil Belbachir (IPDPS (Workshops), 2024)

Design of Reliable Mining Algorithm for Massive Moving Image Data Trajectory. - Youmei Zeng; Bo Run; Youcef Djenouri (IEEE Access, 2024)

Shapley visual transformers for image-to-text generation. - Asma Belhadi; Youcef Djenouri; Ahmed Nabil Belbachir; Tomasz P. Michalak; Gautam Srivastava 001 (Appl. Soft Comput., 2024)

Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles. - Youcef Djenouri; Ahmed Nabil Belbachir; Tomasz P. Michalak; Asma Belhadi; Gautam Srivastava 001 (Eng. Appl. Artif. Intell., 2024)

A graph neural approach for group recommendation system based on pairwise preferences. - Roza Abolghasemi; Enrique Herrera-Viedma; Paal Engelstad; Youcef Djenouri; Anis Yazidi (Inf. Fusion, 2024)

Spatio-temporal visual learning for home-based monitoring. - Youcef Djenouri; Ahmed Nabil Belbachir; Alberto Cano 001; Asma Belhadi (Inf. Fusion, 2024)

FedSarah: A Novel Low-Latency Federated Learning Algorithm for Consumer-Centric Personalized Recommendation Systems. - Zhiguo Qu; Jian Ding; Rutvij H. Jhaveri; Youcef Djenouri; Xin Ning 001; Prayag Tiwari (IEEE Trans. Consumer Electron., 2024)

An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Jerry Chun-Wei Lin (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Deepfakes: current and future trends. - Ángel Fernández Gambín; Anis Yazidi; Athanasios V. Vasilakos; Hårek Haugerud; Youcef Djenouri (Artif. Intell. Rev., 2024)

Blockchain: Applications, Challenges, and Opportunities in Consumer Electronics. - Youcef Djenouri; Anis Yazidi; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Consumer Electron. Mag., 2024)

Intelligent blockchain management for distributed knowledge graphs in IoT 5G environments. - Youcef Djenouri; Gautam Srivastava 001; Asma Belhadi; Jerry Chun-Wei Lin (Trans. Emerg. Telecommun. Technol., 2024)

TG-SPRED: Temporal Graph for Sensorial Data PREDiction. - Roufaida Laidi; Djamel Djenouri; Youcef Djenouri; Jerry Chun-Wei Lin (ACM Trans. Sens. Networks, 2024)

Artificial intelligence of medical things for disease detection using ensemble deep learning and attention mechanism. - Youcef Djenouri; Asma Belhadi; Anis Yazidi; Gautam Srivastava 001; Jerry Chun-Wei Lin (Expert Syst. J. Knowl. Eng., 2024)

Applied AI in Defect Detection for Additive Manufacturing: Current Literature, Metrics, Datasets, and Open Challenges. - Youcef Djenouri; Gautam Srivastava 001; Jerry Chun-Wei Lin (IEEE Instrum. Meas. Mag., 2024)

A Federated Convolution Transformer for Fake News Detection. - Youcef Djenouri; Ahmed Nabil Belbachir; Tomasz P. Michalak; Gautam Srivastava 001 (IEEE Trans. Big Data, 2024)

Social Web in IoT: Can Evolutionary Computation and Clustering Improve Ontology Matching for Social Web of Things? - Asma Belhadi; Djamel Djenouri; Youcef Djenouri; Ahmed Nabil Belbachir; Gautam Srivastava 001 (IEEE Trans. Comput. Soc. Syst., 2024)

DRL-Based URLLC-Constraint and Energy-Efficient Task Offloading for Internet of Health Things. - Yixiao Wang 002; Huaming Wu; Rutvij H. Jhaveri; Youcef Djenouri (IEEE J. Biomed. Health Informatics, 2024)

Federated Constrastive Learning and Visual Transformers for Personal Recommendation. - Asma Belhadi; Youcef Djenouri; Fabio Augusto de Alcantara Andrade; Gautam Srivastava 001 (Cogn. Comput., 2024)

Nature inspired optimization algorithms for medical image segmentation: a comprehensive review. - Essam H. Houssein; Gaber M. Mohamed; Youcef Djenouri; Yaser Maher Wazery; Ibrahim A. Ibrahim (Clust. Comput., 2024)

Metaheuristic algorithms and their applications in wireless sensor networks: review, open issues, and challenges. - Essam H. Houssein; Mohammed R. Saad; Youcef Djenouri; Gang Hu 002; Abdelmgeid A. Ali; Hassan Shaban (Clust. Comput., 2024)

Optimizing Object Detection for Maritime Search and Rescue: Progressive Fine-Tuning of YOLOv9 with Real and Synthetic Data. - Luciano Netto de Lima; Fabio Augusto de Alcantara Andrade; Youcef Djenouri; Carlos Pfeiffer; Marcos Moura (ICAART (3), 2025)

Learning Graph Representation of Agent Diffusers. - Youcef Djenouri; Nassim Belmecheri; Tomasz P. Michalak; Jan Dubinski; Ahmed Nabil Belbachir; Anis Yazidi (AAMAS, 2025)

Shapley Consensus Deep Learning for Ensemble Pruning. - Youcef Djenouri; Ahmed Nabil Belbachir; Asma Belhadi; Nassim Belmecheri; Tomasz P. Michalak (WACV, 2025)

A Knowledge-Enhanced Object Detection for Sustainable Agriculture. - Youcef Djenouri; Ahmed Nabil Belbachir; Tomasz P. Michalak; Asma Belhadi; Gautam Srivastava 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Game-Theoretic Consensus Deep Learning for Adaptive Flood Prediction in Digital Twin Environments. - Youcef Djenouri; Michal Tomasz Godziszewski; Fabio A. A. Andrade; Gautam Srivastava 001; Ahmed Nabil Belbachir; Aniello Murano (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Knowledge Guided Visual Transformers for Intelligent Transportation Systems. - Asma Belhadi; Youcef Djenouri; Ahmed Nabil Belbachir; Tomasz P. Michalak; Gautam Srivastava 001 (IEEE Trans. Intell. Transp. Syst., 2025)

Capability-Based Multi-Tenant Access Management in Crowdsourced Drone Services. - Junaid Akram; Ali Anaissi; Awais Akram; Youcef Djenouri; Palash Yuvraj Ingle; Rutvij H. Jhaveri (CoRR, 2025)

Next-Gen Metaverse Security Through Intrusion Detection Enhanced by Transformers and GANs. - Youcef Djenouri; Ahmed Nabil Belbachir; Asma Belhadi; Tomasz P. Michalak; Gautam Srivastava 001 (IEEE Internet Things J., 2025)

Grouping Interesting Patterns for Understanding Customer Behaviors. - Kristian Brathovde; Youcef Djenouri; Anis Yazidi; Gautam Srivastava 001 (IEEE Trans. Comput. Soc. Syst., 2025)