Asma Belhadi

84 papers A 3B 4Journal 69Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Knowledge-Enhanced Object Detection for Sustainable Agriculture.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Asma Belhadi, Gautam Srivastava
2025 J jnl
DREAMS: A python framework for training deep learning models on EEG data with model card reporting for medical applications.
SoftwareX
Rabindra Khadka, Pedro G. Lind, Anis Yazidi, Asma Belhadi
2025 J jnl
EEG Data Classification: Review and Taxonomy.
ACM Trans. Comput. Heal.
Asma Belhadi, Anis Yazidi, Pedro G. Lind, Youcef Djenouri
2025 B conf
Hybrid Visibility Graph and Long Short Term Memory for Schizophrenia Detection.
IJCNN
Asma Belhadi, Youcef Djenouri, Pedro G. Lind, Anis Yazidi
2025 J jnl
Knowledge Guided Visual Transformers for Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava
2025 — conf
LightPrune: Latency-Aware Structured Pruning for Efficient Deep Inference on Embedded Devices.
ICCVW
Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir
2025 J jnl
Next-Gen Metaverse Security Through Intrusion Detection Enhanced by Transformers and GANs.
IEEE Internet Things J.
Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Tomasz P. Michalak, Gautam Srivastava
2025 A conf
Shapley Consensus Deep Learning for Ensemble Pruning.
WACV
Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Nassim Belmecheri, Tomasz P. Michalak
2025 B conf
Shared Knowledge Base for Multi Deep Learning in Defect Detection.
IJCNN
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Ahmed Nabil Belbachir, Alberto Cano
2024 J jnl
A Secure Parallel Pattern Mining System for Medical Internet of Things.
IEEE Trans. Comput. Biol. Bioinform.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2024 J jnl
An Efficient and Accurate GPU-based Deep Learning Model for Multimedia Recommendation.
ACM Trans. Multim. Comput. Commun. Appl.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2024 J jnl
Artificial intelligence of medical things for disease detection using ensemble deep learning and attention mechanism.
Expert Syst. J. Knowl. Eng.
Youcef Djenouri, Asma Belhadi, Anis Yazidi, Gautam Srivastava, Jerry Chun-Wei Lin
2024 J jnl
DREAMS: A python framework to train deep learning models with model card reporting for medical and health applications.
CoRR
Rabindra Khadka, Pedro G. Lind, Anis Yazidi, Asma Belhadi
2024 J jnl
Enhancing smart road safety with federated learning for Near Crash Detection to advance the development of the Internet of Vehicles.
Eng. Appl. Artif. Intell.
Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Asma Belhadi, Gautam Srivastava
2024 J jnl
Federated Constrastive Learning and Visual Transformers for Personal Recommendation.
Cogn. Comput.
Asma Belhadi, Youcef Djenouri, Fabio Augusto de Alcantara Andrade, Gautam Srivastava
2024 J jnl
Intelligent blockchain management for distributed knowledge graphs in IoT 5G environments.
Trans. Emerg. Telecommun. Technol.
Youcef Djenouri, Gautam Srivastava, Asma Belhadi, Jerry Chun-Wei Lin
2024 — conf
Neurosymbolic Visual Transform Based on Logic Tensor Network for Defect Detection.
ECCV Workshops (4)
Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Tomasz P. Michalak
2024 J jnl
Random Testing and Evolutionary Testing for Fuzzing GraphQL APIs.
ACM Trans. Web
Asma Belhadi, Man Zhang, Andrea Arcuri
2024 J jnl
Shapley visual transformers for image-to-text generation.
Appl. Soft Comput.
Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Gautam Srivastava
2024 J jnl
Social Web in IoT: Can Evolutionary Computation and Clustering Improve Ontology Matching for Social Web of Things?
IEEE Trans. Comput. Soc. Syst.
Asma Belhadi, Djamel Djenouri, Youcef Djenouri, Ahmed Nabil Belbachir, Gautam Srivastava
2024 J jnl
Spatio-temporal visual learning for home-based monitoring.
Inf. Fusion
Youcef Djenouri, Ahmed Nabil Belbachir, Alberto Cano, Asma Belhadi
2023 J jnl
A Secure Intelligent System for Internet of Vehicles: Case Study on Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst.
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Advanced Pattern-Mining System for Fake News Analysis.
IEEE Trans. Comput. Soc. Syst.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Building an open-source system test generation tool: lessons learned and empirical analyses with EvoMaster.
Softw. Qual. J.
Andrea Arcuri, Man Zhang, Asma Belhadi, Bogdan Marculescu, Amid Golmohammadi, Juan Pablo Galeotti, Susruthan Seran
2023 A conf
EMB: A Curated Corpus of Web/Enterprise Applications And Library Support for Software Testing Research.
ICST
Andrea Arcuri, Man Zhang, Amid Golmohammadi, Asma Belhadi, Juan P. Galeotti, Bogdan Marculescu, Susruthan Seran
2023 J jnl
Emergent Deep Learning for Anomaly Detection in Internet of Everything.
IEEE Internet Things J.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Fast and Accurate Deep Learning Framework for Secure Fault Diagnosis in the Industrial Internet of Things.
IEEE Internet Things J.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Uttam Ghosh, Pushpita Chatterjee, Jerry Chun-Wei Lin
2023 J jnl
Fast and Accurate Framework for Ontology Matching in Web of Things.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Group intrusion detection in the Internet of Things using a hybrid recurrent neural network.
Clust. Comput.
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Hybrid graph convolution neural network and branch-and-bound optimization for traffic flow forecasting.
Future Gener. Comput. Syst.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Intelligent Deep Fusion Network for Anomaly Identification in Maritime Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Intelligent Graph Convolutional Neural Network for Road Crack Detection.
IEEE Trans. Intell. Transp. Syst.
Youcef Djenouri, Asma Belhadi, Essam H. Houssein, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
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
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 C. Sousa, Abdillah Suyuthi, Mathias Toft, Pablo Toharia, Thomas Tveitstøl, Mats Tveter, Ramesh Upreti, Robin J. Vermeulen, Fabrizio Vecchio, Anis Yazidi, Paolo Maria Rossini
2023 J jnl
Interpretable intrusion detection for next generation of Internet of Things.
Comput. Commun.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin, Anis Yazidi
2023 J jnl
JavaScript SBST Heuristics to Enable Effective Fuzzing of NodeJS Web APIs.
ACM Trans. Softw. Eng. Methodol.
Man Zhang, Asma Belhadi, Andrea Arcuri
2023 J jnl
Towards an Advanced Deep Learning for the Internet of Behaviors: Application to Connected Vehicles.
ACM Trans. Sens. Networks
Tinhinane Mezair, Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
When explainable AI meets IoT applications for supervised learning.
Clust. Comput.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 J jnl
A sustainable deep learning framework for fault detection in 6G Industry 4.0 heterogeneous data environments.
Comput. Commun.
Tinhinane Mezair, Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 J jnl
Deep Learning Versus Traditional Solutions for Group Trajectory Outliers.
IEEE Trans. Cybern.
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
2022 J jnl
Deep learning based hashtag recommendation system for multimedia data.
Inf. Sci.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 — conf
Evolutionary-based automated testing for GraphQL APIs.
GECCO Companion
Asma Belhadi, Man Zhang, Andrea Arcuri
2022 J jnl
Hybrid Group Anomaly Detection for Sequence Data: Application to Trajectory Data Analytics.
IEEE Trans. Intell. Transp. Syst.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Alberto Cano, Jerry Chun-Wei Lin
2022 J jnl
Hybrid RESNET and Regional Convolution Neural Network Framework for Accident Estimation in Smart Roads.
IEEE Trans. Intell. Transp. Syst.
Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin
2022 J jnl
Hybrid intelligent framework for automated medical learning.
Expert Syst. J. Knowl. Eng.
Asma Belhadi, Youcef Djenouri, Vicente García-Díaz, Essam H. Houssein, Jerry Chun-Wei Lin
2022 J jnl
Intelligent deep fusion network for urban traffic flow anomaly identification.
Comput. Commun.
Youcef Djenouri, Asma Belhadi, Hsing-Chung Chen, Jerry Chun-Wei Lin
2022 A conf
JavaScript Instrumentation for Search-Based Software Testing: A Study with RESTful APIs.
ICST
Man Zhang, Asma Belhadi, Andrea Arcuri
2022 J jnl
Secure Collaborative Augmented Reality Framework for Biomedical Informatics.
IEEE J. Biomed. Health Informatics
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 J jnl
Sensor data fusion for the industrial artificial intelligence of things.
Expert Syst. J. Knowl. Eng.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Essam H. Houssein, Jerry Chun-Wei Lin
2022 J jnl
Toward a Cognitive-Inspired Hashtag Recommendation for Twitter Data Analysis.
IEEE Trans. Comput. Soc. Syst.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
2022 J jnl
Vehicle detection using improved region convolution neural network for accident prevention in smart roads.
Pattern Recognit. Lett.
Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin
2022 J jnl
White-Box and Black-Box Fuzzing for GraphQL APIs.
CoRR
Asma Belhadi, Man Zhang, Andrea Arcuri
2021 J jnl
A Two-Phase Anomaly Detection Model for Secure Intelligent Transportation Ride-Hailing Trajectories.
IEEE Trans. Intell. Transp. Syst.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Alberto Cano, Jerry Chun-Wei Lin
2021 J jnl
Cluster-based information retrieval using pattern mining.
Appl. Intell.
Youcef Djenouri, Asma Belhadi, Djamel Djenouri, Jerry Chun-Wei Lin
2021 J jnl
Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection.
Inf. Fusion
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Djamel Djenouri, Jerry Chun-Wei Lin, Giancarlo Fortino
2021 J jnl
Machine Learning for Identifying Group Trajectory Outliers.
ACM Trans. Manag. Inf. Syst.
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
2021 J jnl
Privacy reinforcement learning for faults detection in the smart grid.
Ad Hoc Networks
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Alireza Jolfaei, Jerry Chun-Wei Lin
2021 J jnl
Reinforcement learning multi-agent system for faults diagnosis of mircoservices in industrial settings.
Comput. Commun.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2021 J jnl
SS-ITS: secure scalable intelligent transportation systems.
J. Supercomput.
Asma Belhadi, Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin
2020 J jnl
A Data-Driven Approach for Twitter Hashtag Recommendation.
IEEE Access
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano
2020 J jnl
A general-purpose distributed pattern mining system.
Appl. Intell.
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano
2020 J jnl
A recurrent neural network for urban long-term traffic flow forecasting.
Appl. Intell.
Asma Belhadi, Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin
2020 J jnl
Exploring Pattern Mining Algorithms for Hashtag Retrieval Problem.
IEEE Access
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Chongsheng Zhang, Alberto Cano
2020 J jnl
Space-time series clustering: Algorithms, taxonomy, and case study on urban smart cities.
Eng. Appl. Artif. Intell.
Asma Belhadi, Youcef Djenouri, Kjetil Nørvåg, Heri Ramampiaro, Florent Masseglia, Jerry Chun-Wei Lin
2020 J jnl
Trajectory Outlier Detection: Algorithms, Taxonomies, Evaluation, and Open Challenges.
ACM Trans. Manag. Inf. Syst.
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin, Alberto Cano
2019 B conf
A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining.
CEC
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Ahcène Bendjoudi, Philippe Fournier-Viger
2019 J jnl
A Survey on Urban Traffic Anomalies Detection Algorithms.
IEEE Access
Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Djamel Djenouri, Alberto Cano
2019 J jnl
Adapted K-Nearest Neighbors for Detecting Anomalies on Spatio-Temporal Traffic Flow.
IEEE Access
Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Alberto Cano
2019 — conf
Comparative Study on Trajectory Outlier Detection Algorithms.
ICDM Workshops
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin
2019 J jnl
Exploiting GPU and cluster parallelism in single scan frequent itemset mining.
Inf. Sci.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Alberto Cano
2019 J jnl
Exploiting GPU parallelism in improving bees swarm optimization for mining big transactional databases.
Inf. Sci.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Ahcène Bendjoudi
2019 J jnl
GPU-based swarm intelligence for Association Rule Mining in big databases.
Intell. Data Anal.
Youcef Djenouri, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Djamel Djenouri, Asma Belhadi
2019 B conf
Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases.
CEC
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi
2018 J jnl
A new framework for metaheuristic-based frequent itemset mining.
Appl. Intell.
Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2018 J jnl
Bees swarm optimization guided by data mining techniques for document information retrieval.
Expert Syst. Appl.
Youcef Djenouri, Asma Belhadi, Riadh Belkebir
2018 — conf
Discovering Strong Meta Association Rules Using Bees Swarm Optimization.
PAKDD (Workshops)
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2018 J jnl
Extracting useful knowledge from event logs: A frequent itemset mining approach.
Knowl. Based Syst.
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger
2018 J jnl
Fast and effective cluster-based information retrieval using frequent closed itemsets.
Inf. Sci.
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2018 J jnl
Frequent Itemset Mining in Big Data With Effective Single Scan Algorithms.
IEEE Access
Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi
2018 J jnl
How to exploit high performance computing in population-based metaheuristics for solving association rule mining problem.
Distributed Parallel Databases
Youcef Djenouri, Djamel Djenouri, Zineb Habbas, Asma Belhadi
2018 J jnl
Mining diversified association rules in big datasets: A cluster/GPU/genetic approach.
Inf. Sci.
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Hamido Fujita
2017 — conf
An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association Rule Mining.
ICGEC
Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
2017 — conf
New GPU-based swarm intelligence approach for reducing big association rules space.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Youcef Djenouri, Ahcène Bendjoudi, Djamel Djenouri, Asma Belhadi, Nadia Nouali-Taboudjemat
2016 — conf
Reasoning with Multiple-Agent Possibilistic Logic.
SUM
Asma Belhadi, Didier Dubois, Faiza Khellaf-Haned, Henri Prade
2013 J jnl
Multiple agent possibilistic logic.
J. Appl. Non Class. Logics
Asma Belhadi, Didier Dubois, Faiza Khellaf-Haned, Henri Prade