Multiple agent possibilistic logic. - Asma Belhadi; Didier Dubois; Faiza Khellaf-Haned; Henri Prade (J. Appl. Non Class. Logics, 2013)

Reasoning with Multiple-Agent Possibilistic Logic. - Asma Belhadi; Didier Dubois; Faiza Khellaf-Haned; Henri Prade (SUM, 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)

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)

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

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)

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)

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

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)

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)

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)

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)

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)

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)

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)

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)

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

Evolutionary-based automated testing for GraphQL APIs. - Asma Belhadi; Man Zhang 001; Andrea Arcuri (GECCO Companion, 2022)

JavaScript Instrumentation for Search-Based Software Testing: A Study with RESTful APIs. - Man Zhang 001; Asma Belhadi; Andrea Arcuri (ICST, 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)

White-Box and Black-Box Fuzzing for GraphQL APIs. - Asma Belhadi; Man Zhang 001; Andrea Arcuri (CoRR, 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)

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)

EMB: A Curated Corpus of Web/Enterprise Applications And Library Support for Software Testing Research. - Andrea Arcuri; Man Zhang 001; Amid Golmohammadi; Asma Belhadi; Juan P. Galeotti; Bogdan Marculescu; Susruthan Seran (ICST, 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)

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)

Intelligent digital tools for screening of brain connectivity and dementia risk estimation in people affected by mild cognitive impairment: the AI-Mind clinical study protocol. - Ira R. J. Hebold Haraldsen; Christoffer Hatlestad-Hall; Camillo Marra; Hanna Renvall; Fernando Maestú; Jorge Acosta-Hernández; Soraya Alfonsin; Vebjørn Andersson; Abhilash Anand; Victor Ayllón; Aleksandar Babic; Asma Belhadi; et al. (Frontiers Neurorobotics, 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)

Building an open-source system test generation tool: lessons learned and empirical analyses with EvoMaster. - Andrea Arcuri; Man Zhang 001; Asma Belhadi; Bogdan Marculescu; Amid Golmohammadi; Juan Pablo Galeotti; Susruthan Seran (Softw. Qual. J., 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)

JavaScript SBST Heuristics to Enable Effective Fuzzing of NodeJS Web APIs. - Man Zhang 001; Asma Belhadi; Andrea Arcuri (ACM Trans. Softw. Eng. Methodol., 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)

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)

DREAMS: A python framework to train deep learning models with model card reporting for medical and health applications. - Rabindra Khadka; Pedro G. Lind; Anis Yazidi; Asma Belhadi (CoRR, 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)

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

Random Testing and Evolutionary Testing for Fuzzing GraphQL APIs. - Asma Belhadi; Man Zhang 001; Andrea Arcuri (ACM Trans. Web, 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)

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)

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)

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

Hybrid Visibility Graph and Long Short Term Memory for Schizophrenia Detection. - Asma Belhadi; Youcef Djenouri; Pedro G. Lind; Anis Yazidi (IJCNN, 2025)

Shared Knowledge Base for Multi Deep Learning in Defect Detection. - Youcef Djenouri; Asma Belhadi; Gautam Srivastava 001; Ahmed Nabil Belbachir; Alberto Cano 001 (IJCNN, 2025)

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

DREAMS: A python framework for training deep learning models on EEG data with model card reporting for medical applications. - Rabindra Khadka; Pedro G. Lind; Anis Yazidi; Asma Belhadi (SoftwareX, 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)

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)

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)

EEG Data Classification: Review and Taxonomy. - Asma Belhadi; Anis Yazidi; Pedro G. Lind; Youcef Djenouri (ACM Trans. Comput. Heal., 2025)