Asma Belhadi

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 70

Top Topics

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Asma Belhadi, Youcef Djenouri, Fabio Augusto de Alcantara Andrade, Gautam Srivastava
Federated Constrastive Learning and Visual Transformers for Personal Recommendation. Cogn. Comput. 16 (5) (2024)
Asma Belhadi, Djamel Djenouri, Youcef Djenouri, Ahmed Nabil Belbachir, Gautam Srivastava
Social Web in IoT: Can Evolutionary Computation and Clustering Improve Ontology Matching for Social Web of Things? IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Asma Belhadi, Gautam Srivastava
Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles. Eng. Appl. Artif. Intell. 133 (2024)
Youcef Djenouri, Gautam Srivastava, Asma Belhadi, Jerry Chun-Wei Lin
Intelligent blockchain management for distributed knowledge graphs in IoT 5G environments. Trans. Emerg. Telecommun. Technol. 35 (4) (2024)
Youcef Djenouri, Ahmed Nabil Belbachir, Alberto Cano, Asma Belhadi
Spatio-temporal visual learning for home-based monitoring. Inf. Fusion 101 (2024)
Asma Belhadi, Man Zhang, Andrea Arcuri
Random Testing and Evolutionary Testing for Fuzzing GraphQL APIs. ACM Trans. Web 18 (1) (2024)
Youcef Djenouri, Asma Belhadi, Anis Yazidi, Gautam Srivastava, Jerry Chun-Wei Lin
Artificial intelligence of medical things for disease detection using ensemble deep learning and attention mechanism. Expert Syst. J. Knowl. Eng. 41 (6) (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)
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)
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)
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)
Man Zhang, Asma Belhadi, Andrea Arcuri
JavaScript SBST Heuristics to Enable Effective Fuzzing of NodeJS Web APIs. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
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
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. Frontiers Neurorobotics 17 (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)
Andrea Arcuri, Man Zhang, Asma Belhadi, Bogdan Marculescu, Amid Golmohammadi, Juan Pablo Galeotti, Susruthan Seran
Building an open-source system test generation tool: lessons learned and empirical analyses with EvoMaster. Softw. Qual. J. 31 (3) (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, 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)
Andrea Arcuri, Man Zhang, Amid Golmohammadi, Asma Belhadi, Juan P. Galeotti, Bogdan Marculescu, Susruthan Seran
EMB: A Curated Corpus of Web/Enterprise Applications And Library Support for Software Testing Research. ICST (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)
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)
Man Zhang, Asma Belhadi, Andrea Arcuri
JavaScript Instrumentation for Search-Based Software Testing: A Study with RESTful APIs. ICST (2022)
Asma Belhadi, Man Zhang, Andrea Arcuri
Evolutionary-based automated testing for GraphQL APIs. GECCO Companion (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, Man Zhang, Andrea Arcuri
White-Box and Black-Box Fuzzing for GraphQL APIs. CoRR (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)
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)
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)
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
SS-ITS: secure scalable intelligent transportation systems. J. Supercomput. 77 (7) (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)
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)
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)
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Jerry Chun-Wei Lin
Cluster-based information retrieval using pattern mining. Appl. Intell. 51 (4) (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)
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)
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)
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)
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Chongsheng Zhang, Alberto Cano
Exploring Pattern Mining Algorithms for Hashtag Retrieval Problem. IEEE Access 8 (2020)
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, 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)
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)
Youcef Djenouri, Asma Belhadi, Riadh Belkebir
Bees swarm optimization guided by data mining techniques for document information retrieval. Expert Syst. Appl. 94 (2018)
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi
Frequent Itemset Mining in Big Data With Effective Single Scan Algorithms. IEEE Access 6 (2018)
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
A new framework for metaheuristic-based frequent itemset mining. Appl. Intell. 48 (12) (2018)
Youcef Djenouri, Djamel Djenouri, Zineb Habbas, Asma Belhadi
How to exploit high performance computing in population-based metaheuristics for solving association rule mining problem. Distributed Parallel Databases 36 (2) (2018)
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
Discovering Strong Meta Association Rules Using Bees Swarm Optimization. PAKDD (Workshops) (2018)
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger
Extracting useful knowledge from event logs: A frequent itemset mining approach. Knowl. Based Syst. 139 (2018)
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
Fast and effective cluster-based information retrieval using frequent closed itemsets. Inf. Sci. 453 (2018)
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Hamido Fujita
Mining diversified association rules in big datasets: A cluster/GPU/genetic approach. Inf. Sci. 459 (2018)
Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Asma Belhadi, Nadia Nouali-Taboudjemat
New GPU-based swarm intelligence approach for reducing big association rules space. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association Rule Mining. ICGEC (2017)
Asma Belhadi, Didier Dubois, Faiza Khellaf-Haned, Henri Prade
Reasoning with Multiple-Agent Possibilistic Logic. SUM (2016)
Asma Belhadi, Didier Dubois, Faiza Khellaf-Haned, Henri Prade
Multiple agent possibilistic logic. J. Appl. Non Class. Logics 23 (4) (2013)