Asma Belhadi

Scientific Publications

• Belhadi, Asma, Holland, Jon-Olav, Yazidi, Anis, Srivastava, Gautam, Lin, Jerry Chun-Wei & Djenouri, Youcef (2023). BIoMT-ISeg: Blockchain internet of medical things for intelligent segmentation. Frontiers in Physiology. ISSN 1664-042X. 13 doi:
  10.3389/fphys.2022.1097204
• Djenouri, Youcef, Belhadi, Asma, Yazidi, Anis, Srivastava, Gautam, Chatterjee, Pushpita & Lin, Jerry Chun-Wei (2023). An intelligent collaborative image-sensing system for disease detection. IEEE Sensors Journal. ISSN 1530-437X. 23(2) p 947-954. doi:
  10.1109/JSEN.2022.3202437
• Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam & Lin, Jerry Chun-Wei (2023). Hybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting. Future generations computer systems. ISSN 0167-739X. 139 p 100-108. doi:
  10.1016/j.future.2022.09.018
• Arcuri, Andrea, Zhang, Man, Belhadi, Asma, Marculescu, Bogdan, Golmohammadi, Amid, galeotti, Juan Pablo & Seran, Susruthan (2023). Building an open-source system test generation tool: lessons learned and empirical analyses with EvoMaster. Software quality journal. ISSN 0963-9314. doi:
  10.1007/s11219-023-09620-w
• Mezair, Tinhinane, Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). A sustainable deep learning framework for fault detection in 6G Industry 4.0 heterogeneous data environments. Computer Communications. ISSN 0140-3664. 187 p 164-171. doi:
  10.1016/j.comcom.2022.02.010
• Djenouri, Youcef, Belhadi, Asma, Yazidi, Anis, Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). Artificial intelligence of medical things for disease detection using ensemble deep learning and attention mechanism. Expert systems. ISSN 0266-4720. doi:
  10.1111/exsy.13093
• Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). When explainable AI meets IoT applications for supervised learning. Cluster Computing. ISSN 1386-7857. doi:
  10.1007/s10586-022-03659-3
• Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). Deep learning based hashtag recommendation system for multimedia data. Information Sciences. ISSN 0020-0255. 609 p 1506-1517. doi:
  10.1016/j.ins.2022.07.132
• Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam, Djenouri, Djamel & Lin, Jerry Chun-Wei (2022). Vehicle detection using improved region convolution neural network for accident prevention in smart roads. Pattern Recognition Letters. ISSN 0167-8655. 158 p 42-47. doi:
  10.1016/j.patrec.2022.04.012
• Djenouri, Youcef, Belhadi, Asma & Lin, Jerry Chun-Wei (2022). Recurrent neural network with density-based clustering for group pattern detection in energy systems. Sustainable Energy Technologies and Assessments. ISSN 2213-1388. 52 doi:
  10.1016/j.seta.2022.102308
• Belhadi, Asma, Djenouri, Youcef, Djenouri, Djamel, Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). Group intrusion detection in the Internet of Things using a hybrid recurrent neural network. Cluster Computing. ISSN 1386-7857. doi:
  10.1007/s10586-022-03779-w
• Mezair, Tinhinane, Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles . ACM transactions on sensor networks. ISSN 1550-4867. 19(2) p 1-18. doi:
  10.1145/3526192
• Djenouri, Youcef, Srivastava, Gautam, Djenouri, Djamel, Belhadi, Asma & Lin, Jerry Chun-Wei (2022). Hybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads . IEEE transactions on intelligent transportation systems (Print). ISSN 1524-9050. 23(12) p 25335-25344. doi:
  10.1109/TITS.2022.3165156
• Djenouri, Youcef, Belhadi, Asma, Djenouri, Djamel, Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). Intelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems . IEEE transactions on intelligent transportation systems (Print). ISSN 1524-9050. doi:
  10.1109/TITS.2022.3151490
• Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation . ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP). ISSN 1551-6857. doi:
  10.1145/3524022
• Djenouri, Youcef, Belhadi, Asma, Houssein, Essam H., Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). Intelligent Graph Convolutional Neural Network for Road Crack Detection . IEEE transactions on intelligent transportation systems (Print). ISSN 1524-9050. doi:
  10.1109/TITS.2022.3215538
• Djenouri, Youcef, Belhadi, Asma, Chen, Hsing-Chung & Lin, Jerry Chun-Wei (2022). Intelligent deep fusion network for urban traffic flow anomaly identification. Computer Communications. ISSN 0140-3664. 189 p 175-181. doi:
  10.1016/j.comcom.2022.03.021
• Zhang, Man, Belhadi, Asma & Arcuri, Andrea (2022). JavaScript Instrumentation for Search-Based Software Testing: A Study with RESTful APIs. I Kim, YunHo (red.) 2022 IEEE Conference on Software Testing, Verification and Validation (ICST). IEEE conference proceedings. ISBN 978-1-6654-6679-0. p 105-115. doi:
  10.1109/ICST53961.2022.00022
• Belhadi, Asma, Zhang, Man & Arcuri, Andrea (2022). Evolutionary-based automated testing for GraphQL APIs. I Fieldsend, Jonathan E (red.) GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery (ACM). ISBN 9781450392686. p 778-781. doi:
  10.1145/3520304.3528952
• Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam & Lin, Jerry Chun-Wei (2022). Toward a Cognitive-Inspired Hashtag Recommendation for Twitter Data Analysis. IEEE Transactions on Computational Social Systems. ISSN 2329-924X. 9(6) p 1748-1757. doi:
  10.1109/TCSS.2022.3169838
• Belhadi, Asma, Djenouri, Youcef, Srivastava, Gautam & Lin, Jerry Chun-Wei (2021). SS-ITS: secure scalable intelligent transportation systems. The Journal of Supercomputing. ISSN 0920-8542. 77 p 7253-7269. doi:
  10.1007/s11227-020-03582-7
• Belhadi, Asma, Djenouri, Youcef, Srivastava, Gautam, Jolfaei, Alireza & Lin, Jerry Chun-Wei (2021). Privacy reinforcement learning for faults detection in the smart grid. Ad hoc networks. ISSN 1570-8705. 119 doi:
  10.1016/j.adhoc.2021.102541
• Belhadi, Asma, Djenouri, Youcef, Diaz, Vicente Garcia, Houssein, Essam H. & Lin, Jerry Chun-Wei (2021). Hybrid intelligent framework for automated medical learning. Expert systems. ISSN 0266-4720. p 1-14. doi:
  10.1111/exsy.12737
• Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam, Houssein, Essam H. & Lin, Jerry Chun-Wei (2021). Sensor data fusion for the industrial artificial intelligence of things. Expert systems. ISSN 0266-4720. p 1-13. doi:
  10.1111/exsy.12875
• Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam, Ghosh, Uttam, Chatterjee, Pushpita & Lin, Jerry Chun-Wei (2021). Fast and Accurate Deep Learning Framework for Secure Fault Diagnosis in the Industrial Internet of Things . IEEE Internet of Things Journal. ISSN 2327-4662. doi:
  10.1109/JIOT.2021.3092275
• Djenouri, Youcef, Djenouri, Djamel, Belhadi, Asma, Srivastava, Gautam & Lin, Jerry Chun-Wei (2021). Emergent Deep Learning for Anomaly Detection in Internet of Everything . IEEE Internet of Things Journal. ISSN 2327-4662. doi:
  10.1109/JIOT.2021.3134932
• Belhadi, Asma, Djenouri, Youcef, Srivastava, Gautam, Cano, Alberto & Lin, Jerry Chun-Wei (2021). Hybrid Group Anomaly Detection for Sequence Data: Application to Trajectory Data Analytics. IEEE transactions on intelligent transportation systems (Print). ISSN 1524-9050. 23(7) p 9346-9357. doi:
  10.1109/TITS.2021.3114064
• Belhadi, Asma, Djenouri, Youcef, Srivastava, Gautam, Djenouri, Djamel, Lin, Jerry Chun-Wei & Fortino, Giancarlo (2021). Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection. Information Fusion. ISSN 1566-2535. 65 p 13-20. doi:
  10.1016/j.inffus.2020.08.003
• Belhadi, Asma, Djenouri, Youcef, Djenouri, Djamel, Michalak, Tomasz & Lin, Jerry Chun-Wei (2021). Machine Learning for Identifying Group Trajectory Outliers. ACM Transactions on Management Information Systems (TMIS). ISSN 2158-656X. 12(2) doi:
  10.1145/3430195
• Belhadi, Asma, Djenouri, Youcef, Srivastava, Gautam & Lin, Jerry Chun-Wei (2021). Reinforcement learning multi-agent system for faults diagnosis of mircoservices in industrial settings. Computer Communications. ISSN 0140-3664. 177 p 213-219. doi:
  10.1016/j.comcom.2021.07.010
• Djenouri, Youcef, Srivastava, Gautam, Belhadi, Asma & Lin, Jerry Chun-Wei (2021). Intelligent blockchain management for distributed knowledge graphs in IoT 5G environments. Transactions on Emerging Telecommunications Technologies. ISSN 1124-318X. doi:
  10.1002/ett.4332
• Djenouri, Youcef, Belhadi, Asma, Srivastava, Gautam & Lin, Jerry Chun-Wei (2021). Secure Collaborative Augmented Reality Framework for Biomedical Informatics. IEEE journal of biomedical and health informatics. ISSN 2168-2194. 26(6) p 2417-2424. doi:
  10.1109/JBHI.2021.3139575
• Belhadi, Asma, Djenouri, Youcef, Lin, Jerry Chun-Wei & Cano, Alberto (2020). Trajectory outlier detection: Algorithms, taxonomies, evaluation, and open challenges. ACM Transactions on Management Information Systems (TMIS). ISSN 2158-656X. 11:16(3) p 1-29. doi:
  10.1145/3399631
• Belhadi, Asma, Djenouri, Youcef, Djenouri, Djamel, Michalak, Tomasz & Lin, Jerry Chun-Wei (2020). Deep Learning Versus Traditional Solutions for Group Trajectory Outliers. IEEE Transactions on Cybernetics. ISSN 2168-2267. 52(6) p 4508-4519. doi:
  10.1109/TCYB.2020.3029338
• Belhadi, Asma, Djenouri, Youcef, Nørvåg, Kjetil, Ramampiaro, Heri, Masseglia, Florent & Lin, Jerry Chun-Wei (2020). Space–time series clustering: Algorithms, taxonomy, and case study on urban smart cities. Engineering Applications of Artificial Intelligence. ISSN 0952-1976. 95 doi:
  10.1016/j.engappai.2020.103857
  FULLTEKST
• Djenouri, Youcef, Belhadi, Asma, Djenouri, Djamel & Lin, Jerry Chun-Wei (2020). Cluster-based information retrieval using pattern mining. Applied intelligence (Boston). ISSN 0924-669X. p 1-16. doi:
  10.1007/s10489-020-01922-x
• Belhadi, Asma, Djenouri, Youcef, Srivastava, Gautam, Djenouri, Djamel, Cano, Alberto & Lin, Jerry Chun-Wei (2020). A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories . IEEE transactions on intelligent transportation systems (Print). ISSN 1524-9050. p 1-11. doi:
  10.1109/TITS.2020.3022612