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Rising Stars
2025

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Rising Stars

D-Index
35
Citations
4119
World Ranking
845
National Ranking
5

Computer Science

D-Index
40
Citations
4870
World Ranking
9440
National Ranking
26

Research.com Recognitions

  • 2025 - Research.com Rising Stars Award

Overview

Youcef Djenouri is affiliated with the University of South-Eastern Norway in Norway. Their research work spans predominantly the fields of Computer Science and Engineering. Within these main areas, they have focused extensively on several subfields, including Artificial Intelligence, Information Systems, Computer Networks and Communications, Computer Vision and Pattern Recognition, and Signal Processing.

The scientist has contributed to a range of topics, with notable work in Anomaly Detection Techniques and Applications, Data Mining Algorithms and Applications, Traffic Prediction and Management Techniques, Data Management and Algorithms, Network Security and Intrusion Detection, Rough Sets and Fuzzy Logic, and Time Series Analysis and Forecasting.

Recent research publications by Youcef Djenouri include the following papers:

  • ASRNN: A recurrent neural network with an attention model for sequence labeling, 2020, Knowledge-Based Systems
  • Privacy-Preserving Multiobjective Sanitization Model in 6G IoT Environments, 2020, IEEE Internet of Things Journal
  • An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation, 2021, Knowledge-Based Systems
  • Deep learning for pedestrian collective behavior analysis in smart cities: A model of group trajectory outlier detection, 2020, Information Fusion
  • A nutrient recommendation system for soil fertilization based on evolutionary computation, 2021, Computers and Electronics in Agriculture

Their collaborations include frequent co-authors such as Jerry Chun-Wei Lin, Gautam Srivastava, Asma Belhadi, Djamel Djenouri, and Anis Yazidi.

Youcef Djenouri publishes regularly in scientific venues with multiple publications in Applied Intelligence, IEEE Transactions on Intelligent Transportation Systems, Information Fusion, Cluster Computing, and Computer Communications.

Best Publications

  • ASRNN: A recurrent neural network with an attention model for sequence labeling

    Jerry Chun-Wei Lin;Jerry Chun-Wei Lin;Yinan Shao;Youcef Djenouri;Unil Yun

  • Privacy-Preserving Multiobjective Sanitization Model in 6G IoT Environments

    Jerry Chun-Wei Lin;Gautam Srivastava;Yuyu Zhang;Youcef Djenouri

  • Machine Learning for Smart Building Applications: Review and Taxonomy

    Djamel Djenouri;Roufaida Laidi;Youcef Djenouri;Ilangko Balasingham

  • An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation

    Essam H. Houssein;Kashif Hussain;Laith Mohammad Abualigah;Laith Mohammad Abualigah;Mohamed E. Abd Elaziz

  • A Survey on Urban Traffic Anomalies Detection Algorithms

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

  • Combining Apriori heuristic and bio-inspired algorithms for solving the frequent itemsets mining problem

    Youcef Djenouri;Marco Comuzzi

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

    Asma Belhadi;Youcef Djenouri;Gautam Srivastava;Gautam Srivastava;Djamel Djenouri

  • A nutrient recommendation system for soil fertilization based on evolutionary computation

    Usman Ahmed;Jerry Chun-Wei Lin;Gautam Srivastava;Gautam Srivastava;Youcef Djenouri

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

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

  • A recurrent neural network for urban long-term traffic flow forecasting

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

  • Fast and effective cluster-based information retrieval using frequent closed itemsets

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

  • Bees swarm optimisation using multiple strategies for association rule mining

    Youcef Djenouri;Habiba Drias;Zineb Habbas

  • A predictive GA-based model for closed high-utility itemset mining

    Jerry Chun-Wei Lin;Jerry Chun-Wei Lin;Youcef Djenouri;Gautam Srivastava;Gautam Srivastava;Unil Yun

  • GPU-based bees swarm optimization for association rules mining

    Youcef Djenouri;Ahcene Bendjoudi;Malika Mehdi;Nadia Nouali-Taboudjemat

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

    Youcef Djenouri;Asma Belhadi;Riadh Belkebir

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

    Asma Belhadi;Youcef Djenouri;Gautam Srivastava;Djamel Djenouri

  • Scalable Mining of High-Utility Sequential Patterns With Three-Tier MapReduce Model

    Unknown

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

    Youcef Djenouri;Djamel Djenouri;Asma Belhadi;Alberto Cano

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

    Youcef Djenouri;Asma Belhadi;Philippe Fournier-Viger

  • Hiding sensitive itemsets with multiple objective optimization

    Jerry Chun-Wei Lin;Jerry Chun-Wei Lin;Yuyu Zhang;Binbin Zhang;Philippe Fournier-Viger

  • Bees Swarm Optimization for Web Association Rule Mining.

    Youcef Djenouri;Habiba Drias;Zineb Habbas;Hadia Mosteghanemi

Frequent Co-Authors

Gautam Srivastava
Gautam Srivastava Brandon University
Djamel Djenouri
Djamel Djenouri University of the West of England
Philippe Fournier-Viger
Philippe Fournier-Viger Shenzhen University
Kjetil Nørvåg
Kjetil Nørvåg Norwegian University of Science and Technology
Unil Yun
Unil Yun Sejong University
Essam H. Houssein
Essam H. Houssein Minia University
Laith Mohammad Abualigah
Laith Mohammad Abualigah Al al-Bayt University
Tzung-Pei Hong
Tzung-Pei Hong National University of Kaohsiung
Arthur Zimek
Arthur Zimek University of Southern Denmark
Alireza Jolfaei
Alireza Jolfaei Flinders University

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