Research themes
Artificial Intelligence and Machine Learning
Research Groups
More information about Youcef
Projects
Publications
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Academic articleFederated Learning in IoT Environments: Examining the Three-way See-saw for Privacy, Model-Performance, and Network-Efficiency– IEEE Communications Surveys and Tutorials 2025
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Academic articleDetection for User Impersonation Attacks in Mobile Social Networks Based on High-order Markov Chains– Mobile Networks and Applications 2025
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Academic articleNext-Gen Metaverse Security Through Intrusion Detection Enhanced by Transformers and GANs– IEEE Internet of Things Journal 2025
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Academic articleEnsemble fuzzy deep learning for brain tumor detection– Scientific Reports 2025
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Academic articleKnowledge Guided Visual Transformers for Intelligent Transportation Systems– IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2025
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Academic chapterRevolutionizing Personal Recommendations via Federated Contrastive Transformer Learning– 2024
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Academic articleGrouping Interesting Patterns for Understanding Customer Behaviors– IEEE Transactions on Computational Social Systems 2024
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Academic articleA Knowledge-Enhanced Object Detection for Sustainable Agriculture– IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2024
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Academic chapterVision-based Spatiotemporal Learning for Human Activity Recognition– 2024
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Academic articleShapley visual transformers for image-to-text generation– Applied Soft Computing 2024
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Academic articleMetaheuristic algorithms and their applications in wireless sensor networks: review, open issues, and challenges– Cluster Computing 2024
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Academic articleA Secure Parallel Pattern Mining System for Medical Internet of Things– IEEE/ACM Transactions on Computational Biology & Bioinformatics 2024
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Academic literature reviewNature inspired optimization algorithms for medical image segmentation: a comprehensive review– Cluster Computing 2024
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Academic literature reviewApplied AI in Defect Detection for Additive Manufacturing: Current Literature, Metrics, Datasets, and Open Challenges– IEEE Instrumentation & Measurement Magazine 2024
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Academic articleTG-SPRED: Temporal Graph for Sensorial Data PREDiction– ACM transactions on sensor networks 2024
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Academic articleFederated Constrastive Learning and Visual Transformers for Personal Recommendation– Cognitive Computation 2024
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Academic articleIntelligent explainable optical sensing on Internet of nanorobots for disease detection– Nanotechnology Reviews 2024
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Academic articleEnhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles– Engineering Applications of Artificial Intelligence 2024
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Academic articleDesign of Reliable Mining Algorithm for Massive Moving Image Data Trajectory– IEEE Access 2024
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Academic articleA graph neural approach for group recommendation system based on pairwise preferences– Information Fusion 2024
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Academic articleDeepfakes: current and future trends– Artificial Intelligence Review 2024
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Academic articleSpatio-temporal visual learning for home-based monitoring– Information Fusion 2024
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Academic articleSocial Web in IoT: Can Evolutionary Computation and Clustering Improve Ontology Matching for Social Web of Things?– IEEE Transactions on Computational Social Systems 2023
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Academic articleFedSarah: A Novel Low-Latency Federated Learning Algorithm for Consumer-Centric Personalized Recommendation Systems– IEEE transactions on consumer electronics 2023
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Academic chapterShapley Deep Learning: A Consensus for General-Purpose Vision Systems– 2023
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Academic chapterEmpowering Search and Rescue Operations with Big Data Technology: A Comprehensive Study of YOLOv8 Transfer Learning for Transportation Safety– 2023
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Academic articleHigh-Precision Matching Algorithm for Multi-Image Segmentation of Micro Animation Videos in Mobile Network Environment– Mobile Networks and Applications 2023
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Academic articleAdvanced Pattern-Mining System for Fake News Analysis– IEEE Transactions on Computational Social Systems 2023
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Academic articleBlockchain: Applications, Challenges, and Opportunities in Consumer Electronics– IEEE Consumer Electronics Magazine 2023
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Academic articleA Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting– IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2023
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Academic articleDRL-Based URLLC-Constraint and Energy-Efficient Task Offloading for Internet of Health Things– IEEE Journal of Biomedical and Health Informatics 2023
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Academic articleA Federated Convolution Transformer for Fake News Detection– IEEE Transactions on Big Data 2023
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Academic articleFast and Accurate Framework for Ontology Matching in Web of Things– ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) 2023
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Academic articleFederated deep learning for smart city edge-based applications– Future Generation Computer Systems 2023
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Academic articleInterpretable intrusion detection for next generation of Internet of Things– Computer Communications 2023
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Academic articleHybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting– Future Generation Computer Systems 2023
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Academic articleAn intelligent collaborative image-sensing system for disease detection– IEEE Sensors Journal 2023
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Academic articleBIoMT-ISeg: Blockchain internet of medical things for intelligent segmentation– Frontiers in Physiology 2023
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Academic chapterHow Image Retrieval and Matching Can Improve Object Localisation on Offshore Platforms– 2022
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Academic chapterDeep Learning for Estimating Sleeping Sensor’s Values in Sustainable IoT Applications– 2022
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Academic articleIntelligent Graph Convolutional Neural Network for Road Crack Detection– IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2022
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Academic articleIntelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems– IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2022
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Academic articleAn Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation– ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) 2022
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Academic articleHybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads– IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2022
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Academic articleTowards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles– ACM transactions on sensor networks 2022
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Academic articleToward a Cognitive-Inspired Hashtag Recommendation for Twitter Data Analysis– IEEE Transactions on Computational Social Systems 2022
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Academic articleGroup intrusion detection in the Internet of Things using a hybrid recurrent neural network– Cluster Computing 2022
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Academic articleArtificial intelligence of medical things for disease detection using ensemble deep learning and attention mechanism– Expert Systems 2022
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Academic articleRecurrent neural network with density-based clustering for group pattern detection in energy systems– Sustainable Energy Technologies and Assessments 2022
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Academic articleVehicle detection using improved region convolution neural network for accident prevention in smart roads– Pattern Recognition Letters 2022
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Academic articleDeep learning based hashtag recommendation system for multimedia data– Information Sciences 2022
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Academic articleWhen explainable AI meets IoT applications for supervised learning– Cluster Computing 2022
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Academic articleAn edge-driven multi-agent optimization model for infectious disease detection– Applied intelligence (Boston) 2022
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Academic articleEfficient evolutionary computation model of closed high-utility itemset mining– Applied intelligence (Boston) 2022
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Academic articleA sustainable deep learning framework for fault detection in 6G Industry 4.0 heterogeneous data environments– Computer Communications 2022
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Academic articleIntelligent deep fusion network for urban traffic flow anomaly identification– Computer Communications 2022
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Academic articleLarge-Scale Closed High-Utility Itemset Mining– IEEE International Conference on Data Mining Workshops, ICDMW 2021
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Academic chapterA Graphic CNN-LSTM Model for Stock Price Predication– 2021
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Academic chapterMining of High-Utility Patterns in Big IoT Databases– 2021
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Academic chapterDetection of Trajectory Outliers in Intelligent Transportation Systems– 2021
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Academic chapterA Deep Q-Learning Sanitization Approach for Privacy Preserving Data Mining– 2021
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Academic articleSecure Collaborative Augmented Reality Framework for Biomedical Informatics– IEEE Journal of Biomedical and Health Informatics 2021
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Academic articleKnowledge graph based trajectory outlier detection in sustainable smart cities– Sustainable Cities and Society (SCS) 2021
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Academic articleEmergent Deep Learning for Anomaly Detection in Internet of Everything– IEEE Internet of Things Journal 2021
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Academic articleDeviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems– IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2021
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Academic articleScalable Mining of High-Utility Sequential Patterns With Three-Tier MapReduce Model– ACM Transactions on Knowledge Discovery from Data 2021
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Academic articleHybrid Group Anomaly Detection for Sequence Data: Application to Trajectory Data Analytics– IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2021
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Academic articleFast and Accurate Deep Learning Framework for Secure Fault Diagnosis in the Industrial Internet of Things– IEEE Internet of Things Journal 2021
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Academic articleSecurity protocol of sensitive high utility itemset hiding in shared IoT environments– Digital Communications and Networks 2021
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Academic articleSensor data fusion for the industrial artificial intelligence of things– Expert Systems 2021
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Academic articleSelf-adjusting k nearest neighbors for continual learning from multi-label drifting data streams– Neurocomputing 2021
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Academic articleAn improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation– Knowledge-Based Systems 2021
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Academic articleDeep learning based decomposition for visual navigation in industrial platforms– Applied intelligence (Boston) 2021
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Academic articleA nutrient recommendation system for soil fertilization based on evolutionary computation– Computers and Electronics in Agriculture 2021
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Academic articleMining Profitable and Concise Patterns in Large-Scale Internet of Things Environments– Wireless Communications & Mobile Computing 2021
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Academic articleAn ontology matching approach for semantic modeling: A case study in smart cities– Computational Intelligence 2021
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Academic articleIntelligent blockchain management for distributed knowledge graphs in IoT 5G environments– Transactions on Emerging Telecommunications Technologies 2021
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Academic articleReinforcement learning multi-agent system for faults diagnosis of mircoservices in industrial settings– Computer Communications 2021
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Academic articleMachine Learning for Identifying Group Trajectory Outliers– ACM Transactions on Management Information Systems (TMIS) 2021
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Academic articleTrajectory outlier detection: New problems and solutions for smart cities– ACM Transactions on Knowledge Discovery from Data 2021
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Academic articleA predictive GA-based model for closed high-utility itemset mining– Applied Soft Computing 2021
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Academic articleEfficient closed high-utility pattern fusion model in large-scale databases– Information Fusion 2021
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Academic articleHybrid intelligent framework for automated medical learning– Expert Systems 2021
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Academic articlePrivacy reinforcement learning for faults detection in the smart grid– Ad hoc networks 2021
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Academic articleSS-ITS: secure scalable intelligent transportation systems– The Journal of Supercomputing 2021
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Academic articleLinguistic frequent pattern mining using a compressed structure– Applied intelligence (Boston) 2021
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Academic articleMining of high-utility patterns in big IoT-based databases– Mobile Networks and Applications 2021
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Academic articleDeep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection– Information Fusion 2021
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Academic articleExploring Decomposition for Solving Pattern Mining Problems– ACM Transactions on Management Information Systems (TMIS) 2021
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Academic articleFast and accurate convolution neural network for detecting manufacturing data– IEEE Transactions on Industrial Informatics 2021
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Academic chapterHybrid Decomposition Convolution Neural Network and Vocabulary Forest for Image Retrieval– 2021
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Academic chapterMining Multiple Fuzzy Frequent Patterns with Compressed List Structures– 2020
