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Youcef Djenouri
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2020 – today
- 2024
- [j104]Ángel Fernández Gambín, Anis Yazidi, Athanasios V. Vasilakos, Hårek Haugerud, Youcef Djenouri:
Deepfakes: current and future trends. Artif. Intell. Rev. 57(3): 64 (2024) - [j103]Youcef Djenouri
, Anis Yazidi
, Gautam Srivastava
, Jerry Chun-Wei Lin
:
Blockchain: Applications, Challenges, and Opportunities in Consumer Electronics. IEEE Consumer Electron. Mag. 13(2): 36-41 (2024) - [j102]Asma Belhadi, Youcef Djenouri, Fabio Augusto de Alcantara Andrade, Gautam Srivastava:
Federated Constrastive Learning and Visual Transformers for Personal Recommendation. Cogn. Comput. 16(5): 2551-2565 (2024) - [j101]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: 108350 (2024) - [j100]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) - [j99]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) - [j98]Youcef Djenouri, Gautam Srivastava, Jerry Chun-Wei Lin:
Applied AI in Defect Detection for Additive Manufacturing: Current Literature, Metrics, Datasets, and Open Challenges. IEEE Instrum. Meas. Mag. 27(4): 46-53 (2024) - [j97]Youcef Djenouri, Ahmed Nabil Belbachir, Alberto Cano, Asma Belhadi:
Spatio-temporal visual learning for home-based monitoring. Inf. Fusion 101: 101984 (2024) - [j96]Roza Abolghasemi
, Enrique Herrera-Viedma, Paal Engelstad, Youcef Djenouri, Anis Yazidi:
A graph neural approach for group recommendation system based on pairwise preferences. Inf. Fusion 107: 102343 (2024) - [j95]Youcef Djenouri
, Ahmed Nabil Belbachir
, Tomasz P. Michalak
, Gautam Srivastava
:
A Federated Convolution Transformer for Fake News Detection. IEEE Trans. Big Data 10(3): 214-225 (2024) - [j94]Zhiguo Qu
, Jian Ding, Rutvij H. Jhaveri, Youcef Djenouri, Xin Ning
, Prayag Tiwari:
FedSarah: A Novel Low-Latency Federated Learning Algorithm for Consumer-Centric Personalized Recommendation Systems. IEEE Trans. Consumer Electron. 70(1): 2675-2686 (2024) - [j93]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): 3966-3977 (2024) - [j92]Yixiao Wang
, Huaming Wu, Rutvij H. Jhaveri, Youcef Djenouri
:
DRL-Based URLLC-Constraint and Energy-Efficient Task Offloading for Internet of Health Things. IEEE J. Biomed. Health Informatics 28(6): 3305-3316 (2024) - [j91]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): 40:1-40:18 (2024) - [j90]Roufaida Laidi
, Djamel Djenouri
, Youcef Djenouri
, Jerry Chun-Wei Lin
:
TG-SPRED: Temporal Graph for Sensorial Data PREDiction. ACM Trans. Sens. Networks 20(3): 64:1-64:20 (2024) - [c51]Kristian Brathovde, Youcef Djenouri, Anis Yazidi, Gautam Srivastava:
Intelligent Customer Behaviour Analysis in the Norwegian Market. ICDEW 2024: 71-77 - [c50]Youcef Djenouri, Fabio Augusto de Alcantara Andrade, Gautam Srivastava, Ahmed Nabil Belbachir:
Revolutionizing Personal Recommendations via Federated Contrastive Transformer Learning. IPDPS (Workshops) 2024: 853-856 - 2023
- [j89]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): 1147-1158 (2023) - [j88]Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin
:
When explainable AI meets IoT applications for supervised learning. Clust. Comput. 26(4): 2313-2323 (2023) - [j87]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: 192-198 (2023) - [j86]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: 100-108 (2023) - [j85]Youcef Djenouri, Tomasz P. Michalak, Jerry Chun-Wei Lin
:
Federated deep learning for smart city edge-based applications. Future Gener. Comput. Syst. 147: 350-359 (2023) - [j84]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): 2802-2810 (2023) - [j83]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): 3206-3214 (2023) - [j82]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): 147:1-147:19 (2023) - [j81]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): 2949-2958 (2023) - [j80]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): 2392-2400 (2023) - [j79]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): 8475-8482 (2023) - [j78]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): 13218-13227 (2023) - [j77]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): 30:1-30:18 (2023) - [c49]Luciano Netto de Lima, Fabio Augusto de Alcantara Andrade, Youcef Djenouri, Carlos Pfeiffer, Marcos Moura:
Empowering Search and Rescue Operations with Big Data Technology: A Comprehensive Study of YOLOv8 Transfer Learning for Transportation Safety. IEEE Big Data 2023: 2616-2623 - [c48]Youcef Djenouri, Ahmed Nabil Belbachir, Rutvij H. Jhaveri, Djamel Djenouri:
Knowledge Guided Deep Learning for General-Purpose Computer Vision Applications. CAIP (1) 2023: 185-194 - [c47]Youcef Djenouri, Ahmed Nabil Belbachir:
Empowering Urban Connectivity in Smart Cities using Federated Intrusion Detection. DSAA 2023: 1-9 - [c46]Jon-Olav Holland, Youcef Djenouri, Roufaida Laidi, Anis Yazidi:
Hybrid Genetic U-Net Algorithm for Medical Segmentation. ICAART (3) 2023: 558-564 - [c45]Youcef Djenouri, Ahmed Nabil Belbachir:
A Hybrid Visual Transformer for Efficient Deep Human Activity Recognition. ICCV (Workshops) 2023: 721-730 - [c44]Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz P. Michalak, Anis Yazidi:
Shapley Deep Learning: A Consensus for General-Purpose Vision Systems. ICCV (Workshops) 2023: 1216-1225 - [c43]Roufaida Laidi, Djamel Djenouri, Miloud Bagaa, Lyes Khelladi, Youcef Djenouri:
Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES. PIMRC 2023: 1-6 - 2022
- [j76]Youcef Djenouri
, Johan Hatleskog, Jon M. Hjelmervik
, Elias Bjorne, Trygve Utstumo, Milad Mobarhan:
Deep learning based decomposition for visual navigation in industrial platforms. Appl. Intell. 52(7): 8101-8117 (2022) - [j75]Jerry Chun-Wei Lin
, Youcef Djenouri, Gautam Srivastava, Philippe Fournier-Viger:
Efficient evolutionary computation model of closed high-utility itemset mining. Appl. Intell. 52(9): 10604-10616 (2022) - [j74]Youcef Djenouri, Gautam Srivastava, Anis Yazidi, Jerry Chun-Wei Lin
:
An edge-driven multi-agent optimization model for infectious disease detection. Appl. Intell. 52(12): 14362-14373 (2022) - [j73]Youcef Djenouri
, Hiba Belhadi, Karima Akli-Astouati, Alberto Cano
, Jerry Chun-Wei Lin
:
An ontology matching approach for semantic modeling: A case study in smart cities. Comput. Intell. 38(3): 876-902 (2022) - [j72]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: 164-171 (2022) - [j71]Youcef Djenouri, Asma Belhadi, Hsing-Chung Chen
, Jerry Chun-Wei Lin
:
Intelligent deep fusion network for urban traffic flow anomaly identification. Comput. Commun. 189: 175-181 (2022) - [j70]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) - [j69]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) - [j68]Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin:
Deep learning based hashtag recommendation system for multimedia data. Inf. Sci. 609: 1506-1517 (2022) - [j67]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: 42-47 (2022) - [j66]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): 1748-1757 (2022) - [j65]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): 4508-4519 (2022) - [j64]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): 2417-2424 (2022) - [j63]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): 9346-9357 (2022) - [j62]Usman Ahmed, Gautam Srivastava
, Youcef Djenouri
, Jerry Chun-Wei Lin
:
Deviation Point Curriculum Learning for Trajectory Outlier Detection in Cooperative Intelligent Transport Systems. IEEE Trans. Intell. Transp. Syst. 23(9): 16514-16523 (2022) - [j61]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): 25335-25344 (2022) - [j60]Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava, Yuanfa Li, Philip S. Yu:
Scalable Mining of High-Utility Sequential Patterns With Three-Tier MapReduce Model. ACM Trans. Knowl. Discov. Data 16(3): 60:1-60:26 (2022) - [c42]Youcef Djenouri, Jon M. Hjelmervik
, Elias Bjorne, Milad Mobarhan:
How Image Retrieval and Matching Can Improve Object Localisation on Offshore Platforms. IDEAL 2022: 262-270 - 2021
- [j59]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: 102541 (2021) - [j58]Youcef Djenouri
, Asma Belhadi, Djamel Djenouri, Jerry Chun-Wei Lin
:
Cluster-based information retrieval using pattern mining. Appl. Intell. 51(4): 1888-1903 (2021) - [j57]Jerry Chun-Wei Lin
, Usman Ahmed, Gautam Srivastava, Jimmy Ming-Tai Wu, Tzung-Pei Hong
, Youcef Djenouri
:
Linguistic frequent pattern mining using a compressed structure. Appl. Intell. 51(7): 4806-4823 (2021) - [j56]Jerry Chun-Wei Lin
, Youcef Djenouri
, Gautam Srivastava
, Unil Yun, Philippe Fournier-Viger:
A predictive GA-based model for closed high-utility itemset mining. Appl. Soft Comput. 108: 107422 (2021) - [j55]Usman Ahmed, Jerry Chun-Wei Lin
, Gautam Srivastava, Youcef Djenouri:
A nutrient recommendation system for soil fertilization based on evolutionary computation. Comput. Electron. Agric. 189: 106407 (2021) - [j54]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: 213-219 (2021) - [j53]Martha Roseberry, Bartosz Krawczyk, Youcef Djenouri
, Alberto Cano:
Self-adjusting k nearest neighbors for continual learning from multi-label drifting data streams. Neurocomputing 442: 10-25 (2021) - [j52]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: 13-20 (2021) - [j51]Jerry Chun-Wei Lin
, Youcef Djenouri
, Gautam Srivastava
:
Efficient closed high-utility pattern fusion model in large-scale databases. Inf. Fusion 76: 122-132 (2021) - [j50]Jerry Chun-Wei Lin
, Gautam Srivastava
, Yuyu Zhang, Youcef Djenouri
, Moayad Aloqaily
:
Privacy-Preserving Multiobjective Sanitization Model in 6G IoT Environments. IEEE Internet Things J. 8(7): 5340-5349 (2021) - [j49]Jerry Chun-Wei Lin
, Yinan Shao
, Youcef Djenouri
, Unil Yun:
ASRNN: A recurrent neural network with an attention model for sequence labeling. Knowl. Based Syst. 212: 106548 (2021) - [j48]Essam H. Houssein
, Kashif Hussain
, Laith Mohammad Abualigah
, Mohamed E. Abd Elaziz, Waleed Alomoush
, Gaurav Dhiman
, Youcef Djenouri, Erik Cuevas:
An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation. Knowl. Based Syst. 229: 107348 (2021) - [j47]Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin
, Youcef Djenouri
, Min Wei, Reza M. Parizi, Mohammad S. Khan
:
Mining of High-Utility Patterns in Big IoT-based Databases. Mob. Networks Appl. 26(1): 216-233 (2021) - [j46]Usman Ahmed
, Jerry Chun-Wei Lin
, Gautam Srivastava
, Rizwan Yasin, Youcef Djenouri
:
An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases. IEEE Trans. Emerg. Top. Comput. Intell. 5(1): 19-28 (2021) - [j45]Youcef Djenouri
, Gautam Srivastava
, Jerry Chun-Wei Lin
:
Fast and Accurate Convolution Neural Network for Detecting Manufacturing Data. IEEE Trans. Ind. Informatics 17(4): 2947-2955 (2021) - [j44]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): 4496-4506 (2021) - [j43]Gautam Srivastava
, Jerry Chun-Wei Lin
, Alireza Jolfaei
, Yuanfa Li, Youcef Djenouri
:
Uncertain-Driven Analytics of Sequence Data in IoCV Environments. IEEE Trans. Intell. Transp. Syst. 22(8): 5403-5414 (2021) - [j42]Asma Belhadi, Youcef Djenouri
, Gautam Srivastava, Jerry Chun-Wei Lin
:
SS-ITS: secure scalable intelligent transportation systems. J. Supercomput. 77(7): 7253-7269 (2021) - [j41]Youcef Djenouri
, Djamel Djenouri, Jerry Chun-Wei Lin
:
Trajectory Outlier Detection: New Problems and Solutions for Smart Cities. ACM Trans. Knowl. Discov. Data 15(2): 20:1-20:28 (2021) - [j40]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): 12:1-12:25 (2021) - [j39]Youcef Djenouri
, Jerry Chun-Wei Lin
, Kjetil Nørvåg
, Heri Ramampiaro, Philip S. Yu:
Exploring Decomposition for Solving Pattern Mining Problems. ACM Trans. Manag. Inf. Syst. 12(2): 15:1-15:36 (2021) - [c41]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri, Jimmy Ming-Tai Wu:
Detection of Trajectory Outliers in Intelligent Transportation Systems. IEEE BigData 2021: 5484-5490 - [c40]Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin
, Youcef Djenouri, Min Wei, Dawid Polap
:
Mining of High-Utility Patterns in Big IoT Databases. ICAISC (2) 2021: 205-216 - [c39]Jimmy Ming-Tai Wu, Zhongcui Li, Youcef Djenouri, Dawid Polap
, Gautam Srivastava, Jerry Chun-Wei Lin
:
A Graphic CNN-LSTM Model for Stock Price Predication. ICAISC (1) 2021: 258-268 - [c38]Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri
:
A Deep Q-Learning Sanitization Approach for Privacy Preserving Data Mining. ICDCN (Adjunct Volume) 2021: 43-48 - [c37]Jerry Chun-Wei Lin
, Youcef Djenouri, Gautam Srivastava, Jimmy Ming-Tai Wu:
Large-Scale Closed High-Utility Itemset Mining. ICDM (Workshops) 2021: 591-598 - [c36]Mustapha Khiati, Djamel Djenouri, Jianguo Ding, Youcef Djenouri:
LSTM for Periodic Broadcasting in Green IoT Applications over Energy Harvesting Enabled Wireless Networks: Case Study on ADAPCAST. MSN 2021: 694-699 - 2020
- [j38]Asma Belhadi
, Youcef Djenouri
, Jerry Chun-Wei Lin
, Chongsheng Zhang
, Alberto Cano
:
Exploring Pattern Mining Algorithms for Hashtag Retrieval Problem. IEEE Access 8: 10569-10583 (2020) - [j37]Jerry Chun-Wei Lin
, Yuanfa Li, Philippe Fournier-Viger
, Youcef Djenouri
, Ji Zhang:
Efficient Chain Structure for High-Utility Sequential Pattern Mining. IEEE Access 8: 40714-40722 (2020) - [j36]Asma Belhadi, Youcef Djenouri
, Jerry Chun-Wei Lin
, Alberto Cano
:
A Data-Driven Approach for Twitter Hashtag Recommendation. IEEE Access 8: 79182-79191 (2020) - [j35]Youcef Djenouri
, Djamel Djenouri, Zineb Habbas
, Jerry Chun-Wei Lin
, Tomasz P. Michalak
, Alberto Cano
:
When the Decomposition Meets the Constraint Satisfaction Problem. IEEE Access 8: 207034-207043 (2020) - [j34]Hiba Belhadi
, Karima Akli-Astouati, Youcef Djenouri
, Jerry Chun-Wei Lin
:
Data mining-based approach for ontology matching problem. Appl. Intell. 50(4): 1204-1221 (2020) - [j33]Asma Belhadi, Youcef Djenouri
, Jerry Chun-Wei Lin
, Alberto Cano:
A general-purpose distributed pattern mining system. Appl. Intell. 50(9): 2647-2662 (2020) - [j32]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): 3252-3265 (2020) - [j31]Jerry Chun-Wei Lin
, Matin Pirouz, Youcef Djenouri
, Chien-Fu Cheng, Usman Ahmed:
Incrementally updating the high average-utility patterns with pre-large concept. Appl. Intell. 50(11): 3788-3807 (2020) - [j30]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: 103857 (2020) - [j29]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): 16:1-16:29 (2020) - [c35]Youcef Djenouri
, Kjetil Nørvåg
, Heri Ramampiaro, Jerry Chun-Wei Lin:
Fast and Accurate Group Outlier Detection for Trajectory Data. ADBIS (Short Papers) 2020: 60-70 - [c34]Jerry Chun-Wei Lin
, Jimmy Ming-Tai Wu, Youcef Djenouri
, Gautam Srivastava, Tzung-Pei Hong
:
Mining Multiple Fuzzy Frequent Patterns with Compressed List Structures. FUZZ-IEEE 2020: 1-8 - [c33]Youcef Djenouri
, Jon M. Hjelmervik
:
Hybrid Decomposition Convolution Neural Network and Vocabulary Forest for Image Retrieval. ICPR 2020: 3064-3070 - [c32]Usman Ahmed, Jerry Chun-Wei Lin
, Jimmy Ming-Tai Wu, Youcef Djenouri
, Gautam Srivastava, Suresh Kumar Mukhiya:
Efficient Mining of Pareto-Front High Expected Utility Patterns. IEA/AIE 2020: 872-883
2010 – 2019
- 2019
- [j28]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: 10015-10027 (2019) - [j27]Youcef Djenouri
, Asma Belhadi, Jerry Chun-Wei Lin
, Djamel Djenouri, Alberto Cano
:
A Survey on Urban Traffic Anomalies Detection Algorithms. IEEE Access 7: 12192-12205 (2019) - [j26]Jerry Chun-Wei Lin
, Jimmy Ming-Tai Wu
, Philippe Fournier-Viger
, Youcef Djenouri
, Chun-Hao Chen
, Yuyu Zhang:
A Sanitization Approach to Secure Shared Data in an IoT Environment. IEEE Access 7: 25359-25368 (2019) - [j25]Djamel Djenouri
, Roufaida Laidi
, Youcef Djenouri
, Ilangko Balasingham:
Machine Learning for Smart Building Applications: Review and Taxonomy. ACM Comput. Surv. 52(2): 24:1-24:36 (2019) - [j24]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): 57-76 (2019) - [j23]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: 326-342 (2019) - [j22]Youcef Djenouri
, Djamel Djenouri
, Asma Belhadi, Alberto Cano
:
Exploiting GPU and cluster parallelism in single scan frequent itemset mining. Inf. Sci. 496: 363-377 (2019) - [j21]Youcef Djenouri
, Zineb Habbas, Djamel Djenouri
, Philippe Fournier-Viger
:
Bee swarm optimization for solving the MAXSAT problem using prior knowledge. Soft Comput. 23(9): 3095-3112 (2019) - [j20]Jerry Chun-Wei Lin, Yuyu Zhang, Binbin Zhang, Philippe Fournier-Viger
, Youcef Djenouri
:
Hiding sensitive itemsets with multiple objective optimization. Soft Comput. 23(23): 12779-12797 (2019) - [c31]Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri
, Jerry Chun-Wei Lin:
Exploring Pattern Mining for Solving the Ontology Matching Problem. ADBIS (Short Papers and Workshops) 2019: 85-93 - [c30]Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger
, Youcef Djenouri
, Shyue-Liang Leon Wang:
Mining High-Utility Sequential Patterns from Big Datasets. IEEE BigData 2019: 2674-2680 - [c29]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: 1439-1445 - [c28]Youcef Djenouri
, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi:
Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases. CEC 2019: 1453-1460 - [c27]Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Youcef Djenouri
, Philippe Fournier-Viger
, Yuyu Zhang:
A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data Mining. CEC 2019: 1461-1467 - [c26]Youcef Djenouri
, Jerry Chun-Wei Lin, Kjetil Nørvåg
, Heri Ramampiaro:
Highly Efficient Pattern Mining Based on Transaction Decomposition. ICDE 2019: 1646-1649 - [c25]Asma Belhadi, Youcef Djenouri
, Jerry Chun-Wei Lin:
Comparative Study on Trajectory Outlier Detection Algorithms. ICDM Workshops 2019: 415-423 - [c24]Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger
, Youcef Djenouri
, Ji Zhang:
An Efficient Chain Structure to Mine High-Utility Sequential Patterns. ICDM Workshops 2019: 1013-1019 - 2018
- [j19]Youcef Djenouri
, Djamel Djenouri, Jerry Chun-Wei Lin
, Asma Belhadi:
Frequent Itemset Mining in Big Data With Effective Single Scan Algorithms. IEEE Access 6: 68013-68026 (2018) - [j18]Jerry Chun-Wei Lin, Yinan Shao
, Philippe Fournier-Viger
, Youcef Djenouri
, Xiangmin Guo:
Maintenance algorithm for high average-utility itemsets with transaction deletion. Appl. Intell. 48(10): 3691-3706 (2018) - [j17]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): 4775-4791 (2018) - [j16]Youcef Djenouri
, Djamel Djenouri
, Zineb Habbas:
Intelligent mapping between GPU and cluster computing for discovering big association rules. Appl. Soft Comput. 65: 387-399 (2018) - [j15]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): 369-397 (2018) - [j14]Youcef Djenouri
, Asma Belhadi, Riadh Belkebir
:
Bees swarm optimization guided by data mining techniques for document information retrieval. Expert Syst. Appl. 94: 126-136 (2018) - [j13]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: 154-167 (2018) - [j12]Youcef Djenouri
, Asma Belhadi, Philippe Fournier-Viger
, Hamido Fujita
:
Mining diversified association rules in big datasets: A cluster/GPU/genetic approach. Inf. Sci. 459: 117-134 (2018) - [j11]Youcef Djenouri
, Asma Belhadi, Philippe Fournier-Viger
:
Extracting useful knowledge from event logs: A frequent itemset mining approach. Knowl. Based Syst. 139: 132-148 (2018) - [c23]Jerry Chun-Wei Lin, Qiankun Liu, Philippe Fournier-Viger
, Youcef Djenouri
, Ji Zhang:
Anonymization of Multiple and Personalized Sensitive Attributes. DaWaK 2018: 204-215 - [c22]Jerry Chun-Wei Lin, Yuyu Zhang, Philippe Fournier-Viger
, Youcef Djenouri
, Ji Zhang:
A Metaheuristic Algorithm for Hiding Sensitive Itemsets. DEXA (2) 2018: 492-498 - [c21]Youcef Djenouri
, Arthur Zimek
, Marco Chiarandini:
Outlier Detection in Urban Traffic Flow Distributions. ICDM 2018: 935-940 - [c20]Jerry Chun-Wei Lin, Philippe Fournier-Viger
, Lintai Wu, Wensheng Gan
, Youcef Djenouri
, Ji Zhang:
PPSF: An Open-Source Privacy-Preserving and Security Mining Framework. ICDM Workshops 2018: 1459-1463 - [c19]Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri
, Jerry Chun-Wei Lin, Jimmy Ming-Tai Wu:
GFSOM: Genetic Feature Selection for Ontology Matching. ICGEC 2018: 655-660 - [c18]Youcef Djenouri
, Asma Belhadi, Philippe Fournier-Viger
, Jerry Chun-Wei Lin:
Discovering Strong Meta Association Rules Using Bees Swarm Optimization. PAKDD (Workshops) 2018: 195-206 - [c17]Youcef Djenouri
, Arthur Zimek
:
Outlier Detection in Urban Traffic Data. WIMS 2018: 3:1-3:12 - 2017
- [j10]Youcef Djenouri
, Ahcène Bendjoudi, Zineb Habbas, Malika Mehdi, Djamel Djenouri
:
Reducing thread divergence in GPU-based bees swarm optimization applied to association rule mining. Concurr. Comput. Pract. Exp. 29(9) (2017) - [j9]Youcef Djenouri
, Zineb Habbas, Djamel Djenouri
:
Data Mining-Based Decomposition for Solving the MAXSAT Problem: Toward a New Approach. IEEE Intell. Syst. 32(4): 48-58 (2017) - [j8]Youcef Djenouri
, Marco Comuzzi:
Combining Apriori heuristic and bio-inspired algorithms for solving the frequent itemsets mining problem. Inf. Sci. 420: 1-15 (2017) - [c16]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: 59-65 - [c15]Youcef Djenouri
, Zineb Habbas, Djamel Djenouri
, Marco Comuzzi:
Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining. PAKDD (Workshops) 2017: 68-78 - [c14]Youcef Djenouri
, Marco Comuzzi:
GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem. PAKDD (Workshops) 2017: 138-148 - [c13]Youcef Djenouri
, Marco Comuzzi, Djamel Djenouri
:
SS-FIM: Single Scan for Frequent Itemsets Mining in Transactional Databases. PAKDD (2) 2017: 644-654 - [c12]Youcef Djenouri
, Ahcène Bendjoudi, Djamel Djenouri
, Marco Comuzzi:
GPU-based Bio-inspired Model for Solving Association Rules Mining Problem. PDP 2017: 262-269 - [c11]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: 1-6 - 2016
- [j7]Youcef Gheraibia, Abdelouahab Moussaoui, Youcef Djenouri, Sohag Kabir, Peng-Yeng Yin:
Penguins Search Optimisation Algorithm for Association Rules Mining. J. Comput. Inf. Technol. 24(2): 165-179 (2016) - [c10]Youcef Djenouri
, Zineb Habbas, Wassila Aggoune-Mtalaa:
Bees Swarm Optimization Metaheuristic Guided by Decomposition for Solving MAX-SAT. ICAART (2) 2016: 472-479 - 2015
- [j6]Youcef Gheraibia
, Abdelouahab Moussaoui, Youcef Djenouri, Sohag Kabir
, Peng-Yeng Yin, Smaine Mazouzi
:
Penguin Search Optimisation Algorithm for Finding Optimal Spaced Seeds. Int. J. Softw. Sci. Comput. Intell. 7(2): 85-99 (2015) - [j5]Youcef Djenouri
, Ahcène Bendjoudi, Malika Mehdi, Nadia Nouali-Taboudjemat, Zineb Habbas:
GPU-based bees swarm optimization for association rules mining. J. Supercomput. 71(4): 1318-1344 (2015) - [c9]Youcef Djenouri
, Ahcène Bendjoudi, Malika Mehdi, Zineb Habbas, Nadia Nouali-Taboudjemat:
Data Reordering for Minimizing Threads Divergence in GPU-Based Evaluating Association Rules. DCAI 2015: 47-54 - [c8]Youcef Djenouri
, Ahcène Bendjoudi, Djamel Djenouri
, Zineb Habbas:
Parallel BSO Algorithm for Association Rules Mining Using Master/Worker Paradigm. PPAM (1) 2015: 258-268 - 2014
- [j4]Youcef Djenouri, Habiba Drias, Zineb Habbas:
Hybrid Intelligent Method for Association Rules Mining Using Multiple Strategies. Int. J. Appl. Metaheuristic Comput. 5(1): 46-64 (2014) - [j3]Youcef Djenouri
, Habiba Drias
, Zineb Habbas:
Bees swarm optimisation using multiple strategies for association rule mining. Int. J. Bio Inspired Comput. 6(4): 239-249 (2014) - [j2]Youcef Djenouri
, Habiba Drias
, Ahcène Bendjoudi:
Pruning irrelevant association rules using knowledge mining. Int. J. Bus. Intell. Data Min. 9(2): 112-144 (2014) - [j1]Amine Chemchem, Habiba Drias, Youcef Djenouri:
Multilevel Clustering of Induction Rules: Application on Scalable Cognitive Agent. Int. J. Syst. Serv. Oriented Eng. 4(3): 1-25 (2014) - [c7]Youcef Djenouri
, Ahcène Bendjoudi, Nadia Nouali-Taboudjemat, Zineb Habbas:
An Improved Evolutionary Approach for Association Rules Mining. BIC-TA 2014: 93-97 - [c6]Youcef Djenouri
, Habiba Drias:
Parallel Bees Swarm Optimization for Association Rules Mining Using GPU Architecture. ICSI (2) 2014: 50-57 - [c5]Youcef Djenouri
, Ahcène Bendjoudi, Malika Mehdi, Nadia Nouali-Taboudjemat, Zineb Habbas:
Parallel association rules mining using GPUS and bees behaviors. SoCPaR 2014: 401-405 - [c4]Youcef Djenouri
, Youcef Gheraibia, Malika Mehdi, Ahcène Bendjoudi, Nadia Nouali-Taboudjemat:
An efficient measure for evaluating association rules. SoCPaR 2014: 406-410 - 2013
- [c3]Youcef Djenouri
, Habiba Drias
, Amine Chemchem:
A hybrid Bees Swarm Optimization and Tabu Search algorithm for Association rule mining. NaBIC 2013: 120-125 - [c2]Amine Chemchem, Habiba Drias
, Youcef Djenouri
:
Multilevel Clustering of Induction Rules for Web Meta-knowledge. WorldCIST 2013: 43-54 - 2012
- [c1]Youcef Djenouri
, Habiba Drias
, Zineb Habbas, Hadia Mosteghanemi
:
Bees Swarm Optimization for Web Association Rule Mining. Web Intelligence/IAT Workshops 2012: 142-146
Coauthor Index
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