| 2025 | DSAA | Drone Swarm Sensitivity Estimation Using Bayesian Theory for Search and Rescue Operations. | Luciano Netto de Lima, Ali Ghaderi, Fabio A. A. Andrade, Carlos Pfeiffer, Youcef Djenouri, Marcos Moura |
| 2025 | ECAI | Knowledge-Driven Bayesian Uncertainty Quantification for Reliable Fake News Detection. | Julia Puczynska, Youcef Djenouri, Michal Bizon, Tomasz P. Michalak, Piotr Sankowski |
| 2025 | ICAART | Optimizing Object Detection for Maritime Search and Rescue: Progressive Fine-Tuning of YOLOv9 with Real and Synthetic Data. | Luciano Netto de Lima, Fabio Augusto de Alcantara Andrade, Youcef Djenouri, Carlos Pfeiffer, Marcos Moura |
| 2025 | ICCV | LightPrune: Latency-Aware Structured Pruning for Efficient Deep Inference on Embedded Devices. | Asma Belhadi, Youcef Djenouri, Ahmed Nabil Belbachir |
| 2025 | IJCNN | Hybrid Visibility Graph and Long Short Term Memory for Schizophrenia Detection. | Asma Belhadi, Youcef Djenouri, Pedro G. Lind, Anis Yazidi |
| 2025 | IJCNN | Shared Knowledge Base for Multi Deep Learning in Defect Detection. | Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Ahmed Nabil Belbachir, Alberto Cano |
| 2025 | WACV | Shapley Consensus Deep Learning for Ensemble Pruning. | Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Nassim Belmecheri, Tomasz P. Michalak |
| 2024 | ECCV | Neurosymbolic Visual Transform Based on Logic Tensor Network for Defect Detection. | Youcef Djenouri, Ahmed Nabil Belbachir, Asma Belhadi, Tomasz P. Michalak |
| 2024 | ICDE | Intelligent Customer Behaviour Analysis in the Norwegian Market. | Kristian Brathovde, Youcef Djenouri, Anis Yazidi, Gautam Srivastava |
| 2024 | IJCNN | Vision-based Spatiotemporal Learning for Human Activity Recognition. | Youcef Djenouri, Ahmed Nabil Belbachir, Gautam Srivastava, Alberto Cano |
| 2024 | IJCNN | POPD: Partial Occluded Pedestrian Detection Using A Multimodal Deep Learning Approach. | Deepanshu Garg, Alok Kumar, Sivaraman Eswaran, Youcef Djenouri, Gautam Srivastava |
| 2023 | CAIP | Knowledge Guided Deep Learning for General-Purpose Computer Vision Applications. | Youcef Djenouri, Ahmed Nabil Belbachir, Rutvij H. Jhaveri, Djamel Djenouri |
| 2023 | DSAA | Empowering Urban Connectivity in Smart Cities using Federated Intrusion Detection. | Youcef Djenouri, Ahmed Nabil Belbachir |
| 2023 | ICAART | Hybrid Genetic U-Net Algorithm for Medical Segmentation. | Jon-Olav Holland, Youcef Djenouri, Roufaida Laidi, Anis Yazidi |
| 2023 | PIMRC | Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES. | Roufaida Laidi, Djamel Djenouri, Miloud Bagaa, Lyes Khelladi, Youcef Djenouri |
| 2022 | IDEAL | How Image Retrieval and Matching Can Improve Object Localisation on Offshore Platforms. | Youcef Djenouri, Jon M. Hjelmervik, Elias Bjrne, Milad Mobarhan |
| 2021 | ICAISC | A Graphic CNN-LSTM Model for Stock Price Predication. | Jimmy Ming-Tai Wu, Zhongcui Li, Youcef Djenouri, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin |
| 2021 | ICAISC | Mining of High-Utility Patterns in Big IoT Databases. | Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Dawid Polap |
| 2021 | ICDCN | A Deep Q-Learning Sanitization Approach for Privacy Preserving Data Mining. | Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Youcef Djenouri |
| 2020 | ADBIS | Fast and Accurate Group Outlier Detection for Trajectory Data. | Youcef Djenouri, Kjetil Nrvg, Heri Ramampiaro, Jerry Chun-Wei Lin |
| 2020 | ICPR | Hybrid Decomposition Convolution Neural Network and Vocabulary Forest for Image Retrieval. | Youcef Djenouri, Jon M. Hjelmervik |
| 2019 | ADBIS | Exploring Pattern Mining for Solving the Ontology Matching Problem. | Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri, Jerry Chun-Wei Lin |
| 2019 | CEC | A Novel Parallel Framework for Metaheuristic-based Frequent Itemset Mining. | Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Ahcne Bendjoudi, Philippe Fournier-Viger |
| 2019 | CEC | Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big Databases. | Youcef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi |
| 2019 | CEC | A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data Mining. | Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Youcef Djenouri, Philippe Fournier-Viger, Yuyu Zhang |
| 2019 | ICDE | Highly Efficient Pattern Mining Based on Transaction Decomposition. | Youcef Djenouri, Jerry Chun-Wei Lin, Kjetil Nrvg, Heri Ramampiaro |
| 2019 | ICDM | Comparative Study on Trajectory Outlier Detection Algorithms. | Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin |
| 2019 | ICDM | An Efficient Chain Structure to Mine High-Utility Sequential Patterns. | Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang |
| 2018 | DaWaK | Anonymization of Multiple and Personalized Sensitive Attributes. | Jerry Chun-Wei Lin, Qiankun Liu, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang |
| 2018 | DEXA | A Metaheuristic Algorithm for Hiding Sensitive Itemsets. | Jerry Chun-Wei Lin, Yuyu Zhang, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang |
| 2018 | ICDM | Outlier Detection in Urban Traffic Flow Distributions. | Youcef Djenouri, Arthur Zimek, Marco Chiarandini |
| 2018 | ICDM | PPSF: An Open-Source Privacy-Preserving and Security Mining Framework. | Jerry Chun-Wei Lin, Philippe Fournier-Viger, Lintai Wu, Wensheng Gan, Youcef Djenouri, Ji Zhang |
| 2018 | PAKDD | Discovering Strong Meta Association Rules Using Bees Swarm Optimization. | Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin |
| 2017 | PAKDD | GA-Apriori: Combining Apriori Heuristic and Genetic Algorithms for Solving the Frequent Itemsets Mining Problem. | Youcef Djenouri, Marco Comuzzi |
| 2017 | PAKDD | SS-FIM: Single Scan for Frequent Itemsets Mining in Transactional Databases. | Youcef Djenouri, Marco Comuzzi, Djamel Djenouri |
| 2017 | PAKDD | Diversification Heuristics in Bees Swarm Optimization for Association Rules Mining. | Youcef Djenouri, Zineb Habbas, Djamel Djenouri, Marco Comuzzi |
| 2017 | PDP | GPU-based Bio-inspired Model for Solving Association Rules Mining Problem. | Youcef Djenouri, Ahcne Bendjoudi, Djamel Djenouri, Marco Comuzzi |
| 2017 | UIC | New GPU-based swarm intelligence approach for reducing big association rules space. | Youcef Djenouri, Ahcne Bendjoudi, Djamel Djenouri, Asma Belhadi, Nadia Nouali-Taboudjemat |
| 2016 | ICAART | Bees Swarm Optimization Metaheuristic Guided by Decomposition for Solving MAX-SAT. | Youcef Djenouri, Zineb Habbas, Wassila Aggoune-Mtalaa |
| 2015 | DCAI | Data Reordering for Minimizing Threads Divergence in GPU-Based Evaluating Association Rules. | Youcef Djenouri, Ahcne Bendjoudi, Malika Mehdi, Zineb Habbas, Nadia Nouali-Taboudjemat |
| 2015 | PPAM | Parallel BSO Algorithm for Association Rules Mining Using Master/Worker Paradigm. | Youcef Djenouri, Ahcne Bendjoudi, Djamel Djenouri, Zineb Habbas |
| 2013 | WorldCIST | Multilevel Clustering of Induction Rules for Web Meta-knowledge. | Amine Chemchem, Habiba Drias, Youcef Djenouri |