Asma Belhadi

According to our database, Asma Belhadi authored at least 73 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Knowledge-Enhanced Object Detection for Sustainable Agriculture.

Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Asma Belhadi, Gautam Srivastava

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

Federated Constrastive Learning and Visual Transformers for Personal Recommendation.

Asma Belhadi, Youcef Djenouri, Fabio Augusto de Alcantara Andrade, Gautam Srivastava

Cogn. Comput., September, 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

IEEE Trans. Comput. Soc. Syst., June, 2024

Artificial intelligence of medical things for disease detection using ensemble deep learning and attention mechanism.

Youcef Djenouri, Asma Belhadi, Anis Yazidi, Gautam Srivastava, Jerry Chun-Wei Lin

Expert Syst. J. Knowl. Eng., June, 2024

Intelligent blockchain management for distributed knowledge graphs in IoT 5G environments.

Youcef Djenouri, Gautam Srivastava, Asma Belhadi, Jerry Chun-Wei Lin

Trans. Emerg. Telecommun. Technol., April, 2024

Random Testing and Evolutionary Testing for Fuzzing GraphQL APIs.

Asma Belhadi, Man Zhang, Andrea Arcuri

ACM Trans. Web, February, 2024

An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin

ACM Trans. Multim. Comput. Commun. Appl., February, 2024

Spatio-temporal visual learning for home-based monitoring.

Youcef Djenouri, Ahmed Nabil Belbachir, Alberto Cano, Asma Belhadi

Inf. Fusion, January, 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

Eng. Appl. Artif. Intell., 2024

Shapley visual transformers for image-to-text generation.

Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava

Appl. Soft Comput., 2024

2023

Advanced Pattern-Mining System for Fake News Analysis.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin

IEEE Trans. Comput. Soc. Syst., December, 2023

JavaScript SBST Heuristics to Enable Effective Fuzzing of NodeJS Web APIs.

Man Zhang, Asma Belhadi, Andrea Arcuri

ACM Trans. Softw. Eng. Methodol., November, 2023

A Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting.

Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin

IEEE Trans. Intell. Transp. Syst., November, 2023

Building an open-source system test generation tool: lessons learned and empirical analyses with EvoMaster.

Andrea Arcuri, Man Zhang, Asma Belhadi, Bogdan Marculescu, Amid Golmohammadi, Juan Pablo Galeotti, Susruthan Seran

Softw. Qual. J., September, 2023

Intelligent Graph Convolutional Neural Network for Road Crack Detection.

Youcef Djenouri, Asma Belhadi, Essam H. Houssein, Gautam Srivastava, Jerry Chun-Wei Lin

IEEE Trans. Intell. Transp. Syst., August, 2023

When explainable AI meets IoT applications for supervised learning.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin

Clust. Comput., August, 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, Cindy Birck, Ricardo Bruña, Naike Caraglia, Claudia Carrarini, Erik Christensen, Americo Cicchetti, Signe Daugbjerg, Rossella Di Bidino, Ana Diaz-Ponce, Ainar Drews, Guido Maria Giuffrè, Jean Georges, Pedro Gil-Gregorio, Dianne Gove, Tim M. Govers, Harry Hallock, Marja Hietanen, Lone Holmen, Jaakko Hotta, Samuel Kaski, Rabindra Khadka, Antti S. Kinnunen, Anne M. Koivisto, Shrikanth Kulashekhar, Denis Larsen, Mia Liljeström, Pedro G. Lind, Alberto Marcos Dolado, Serena Elizabeth Marshall, Susanne Merz, Francesca Miraglia, Juha Montonen, Ville Mäntynen, Anne Rita Øksengård, Javier Olazarán, Teemu Paajanen, José M. Peña, Luís Peña, Daniel lrabien Peniche, Ana S. Pérez, Mohamed Radwan, Federico Ramírez-Toraño, Andrea Rodríguez-Pedrero, Timo Saarinen, Mario Salas-Carrillo, Riitta Salmelin, Sonia Sousa, Abdillah Suyuthi, Mathias Toft, Pablo Toharia, Thomas Tveitstøl, Mats Tveter, Ramesh Upreti, Robin J. Vermeulen, Fabrizio Vecchio, Anis Yazidi, Paolo Maria Rossini

Frontiers Neurorobotics, June, 2023

Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles.

Tinhinane Mezair, Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin

ACM Trans. Sens. Networks, May, 2023

Fast and Accurate Framework for Ontology Matching in Web of Things.

Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin

ACM Trans. Asian Low Resour. Lang. Inf. Process., May, 2023

Interpretable intrusion detection for next generation of Internet of Things.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin, Anis Yazidi

Comput. Commun., April, 2023

Group intrusion detection in the Internet of Things using a hybrid recurrent neural network.

Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin

Clust. Comput., April, 2023

Intelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems.

Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin

IEEE Trans. Intell. Transp. Syst., February, 2023

Emergent Deep Learning for Anomaly Detection in Internet of Everything.

Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin

IEEE Internet Things J., February, 2023

Fast and Accurate Deep Learning Framework for Secure Fault Diagnosis in the Industrial Internet of Things.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Uttam Ghosh, Pushpita Chatterjee, Jerry Chun-Wei Lin

IEEE Internet Things J., February, 2023

Hybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin

Future Gener. Comput. Syst., 2023

EMB: A Curated Corpus of Web/Enterprise Applications And Library Support for Software Testing Research.

Andrea Arcuri, Man Zhang, Amid Golmohammadi, Asma Belhadi, Juan P. Galeotti, Bogdan Marculescu, Susruthan Seran

Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2023

2022

Hybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads.

Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Asma Belhadi, 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, Alberto Cano, Jerry Chun-Wei Lin

IEEE Trans. Intell. Transp. Syst., 2022

Secure Collaborative Augmented Reality Framework for Biomedical Informatics.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin

IEEE J. Biomed. Health Informatics, 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

Toward a Cognitive-Inspired Hashtag Recommendation for Twitter Data Analysis.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin

IEEE Trans. Comput. Soc. Syst., 2022

Vehicle detection using improved region convolution neural network for accident prevention in smart roads.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin

Pattern Recognit. Lett., 2022

Deep learning based hashtag recommendation system for multimedia data.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin

Inf. Sci., 2022

Sensor data fusion for the industrial artificial intelligence of things.

Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Essam H. Houssein, Jerry Chun-Wei Lin

Expert Syst. J. Knowl. Eng., 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

White-Box and Black-Box Fuzzing for GraphQL APIs.

Asma Belhadi, Man Zhang, Andrea Arcuri

CoRR, 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, Jerry Chun-Wei Lin

Comput. Commun., 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

JavaScript Instrumentation for Search-Based Software Testing: A Study with RESTful APIs.

Man Zhang, Asma Belhadi, Andrea Arcuri

Proceedings of the 15th IEEE Conference on Software Testing, Verification and Validation, 2022

Evolutionary-based automated testing for GraphQL APIs.

Asma Belhadi, Man Zhang, Andrea Arcuri

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

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

SS-ITS: secure scalable intelligent transportation systems.

Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin

J. Supercomput., 2021

A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories.

Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Alberto Cano, Jerry Chun-Wei Lin

IEEE Trans. Intell. Transp. Syst., 2021

Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection.

Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin, Giancarlo Fortino

Inf. Fusion, 2021

Reinforcement learning multi-agent system for faults diagnosis of mircoservices in industrial settings.

Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin

Comput. Commun., 2021

Cluster-based information retrieval using pattern mining.

Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Jerry Chun-Wei Lin

Appl. Intell., 2021

Privacy reinforcement learning for faults detection in the smart grid.

Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Alireza Jolfaei, Jerry Chun-Wei Lin

Ad Hoc Networks, 2021

2020

Trajectory Outlier Detection: Algorithms, Taxonomies, Evaluation, and Open Challenges.

Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano

ACM Trans. Manag. Inf. Syst., 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

A general-purpose distributed pattern mining system.

Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano

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

Exploring Pattern Mining Algorithms for Hashtag Retrieval Problem.

Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Chongsheng Zhang, Alberto Cano

IEEE Access, 2020

A Data-Driven Approach for Twitter Hashtag Recommendation.

Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano

IEEE Access, 2020

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

Exploiting GPU and cluster parallelism in single scan frequent itemset mining.

Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Alberto Cano

Inf. Sci., 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

A Survey on Urban Traffic Anomalies Detection Algorithms.

Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Djamel Djenouri, Alberto Cano

IEEE Access, 2019

Adapted K-Nearest Neighbors for Detecting Anomalies on Spatio-Temporal Traffic Flow.

Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Alberto Cano

IEEE Access, 2019

Comparative Study on Trajectory Outlier Detection Algorithms.

Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases.

Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi

Proceedings of the IEEE Congress on Evolutionary Computation, 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

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Extracting useful knowledge from event logs: A frequent itemset mining approach.

Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger

Knowl. Based Syst., 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

Mining diversified association rules in big datasets: A cluster/GPU/genetic approach.

Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Hamido Fujita

Inf. Sci., 2018

Bees swarm optimization guided by data mining techniques for document information retrieval.

Youcef Djenouri, Asma Belhadi, Riadh Belkebir

Expert Syst. Appl., 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

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

Frequent Itemset Mining in Big Data With Effective Single Scan Algorithms.

Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi

IEEE Access, 2018

Discovering Strong Meta Association Rules Using Bees Swarm Optimization.

Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

2017

New GPU-based swarm intelligence approach for reducing big association rules space.

Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Asma Belhadi, Nadia Nouali-Taboudjemat

Proceedings of the 2017 IEEE SmartWorld, 2017

An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association Rule Mining.

Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin

Proceedings of the Genetic and Evolutionary Computing, 2017

2016

Reasoning with Multiple-Agent Possibilistic Logic.

Asma Belhadi, Didier Dubois, Faiza Khellaf-Haned, Henri Prade

Proceedings of the Scalable Uncertainty Management - 10th International Conference, 2016

2013

Multiple agent possibilistic logic.

Asma Belhadi, Didier Dubois, Faiza Khellaf-Haned, Henri Prade

J. Appl. Non Class. Logics, 2013