| 2026 | COMPSAC | Two Minds are Safer Than One: Argumentative Llm Agents for Clinical Diagnosis. | Belkacem Chikhaoui |
| 2026 | ICPR | Stay on Topic: Reducing Hallucinations in Large Language Models with LDA. | Belkacem Chikhaoui |
| 2025 | AI | Dynamic Sparse Causal-Attention Temporal Networks for Interpretable Causality Discovery in Multivariate Time Series. | Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui |
| 2025 | AI | Contextual Attention-Based Multimodal Fusion of LLM and CNN for Sentiment Analysis. | Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui |
| 2025 | AICCSA | Classification of Skin Lesion Images based on Attention Mechanism. | Hiba Chelabi, Belkacem Chikhaoui, Adel Kermi, Mohamed Tarek Khadir |
| 2025 | AICCSA | Quantum Long Short-Term Memory for Sequence Prediction. | Belkacem Chikhaoui |
| 2025 | AICCSA | A Novel Competency Tagging Method Through Semantic Search Using Fine-Tuned LLM. | Imene Jemal, Wilfried Armand Naoussi Sijou, Belkacem Chikhaoui |
| 2025 | CoopIS | Data Asset Analyzer: A Feature-wise Evaluation System. | Vanilson Arruda Burgio, Belkacem Chikhaoui, Zakaria Maamar, Amel Benna |
| 2024 | CoDIT | A New Sentiment Analysis-based Approach for the Prediction of Users Beliefs. | Sadia Abdulhalim, Rakif Pathan, Belkacem Chikhaoui |
| 2024 | CoDIT | A new Approach for Community Dynamics and Influence in Social Networks: Case of Wexit Movement. | Olfa Gassara, Jean Marie Tshimula, Belkacem Chikhaoui |
| 2024 | WISE | Deepfake Detection in Cancer Medical Imaging Using CNN Architectures. | Dima Talal Alhalabi, Moatsum Alawida, Belkacem Chikhaoui, Hala Samer Hamadeh |
| 2024 | WISE | Discovering Causal Relationships in Noisy Web Data for Sentiment Classification Using Attention Mechanisms. | Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui |
| 2023 | CoDIT | Multi-Level Fusion of Multi-Source Information Based Deep Learning and Ensemble Deep Learning Models. | Hiba Chelabi, Mohamed Tarek Khadir, Belkacem Chikhaoui |
| 2023 | CoDIT | Deep Generative Model with Isolation Forest (DGM-IF) for Unsupervised Anomaly Detection in Wireless Sensor Network and Internet of Things. | Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui |
| 2023 | ICOST | Deriving Physiological Information from PET Images Using Machine Learning. | Olfa Gassara, Belkacem Chikhaoui, Rostom Mabrouk, Shengrui Wang |
| 2023 | ICOST | Agitated Behaviors Detection in Children with ASD Using Wearable Data. | Imen Montassar, Belkacem Chikhaoui, Shengrui Wang |
| 2022 | COMPSAC | Emotion Detection in Law Enforcement Interviews. | Jean Marie Tshimula, Sharmistha Gray, Belkacem Chikhaoui, Shengrui Wang |
| 2022 | ICOST | Tree-Based Models for Pain Detection from Biomedical Signals. | Heng Shi, Belkacem Chikhaoui, Shengrui Wang |
| 2020 | CoDIT | Stacked Denoising Autoencoder network for short-term prediction of electrical Algerian load. | Hiba Chelabi, Mohamed Tarek Khadir, Belkacem Chikhaoui |
| 2019 | ICOST | A Deep Learning Method for Automatic Visual Attention Detection in Older Drivers. | Belkacem Chikhaoui, Perrine Ruer, Evelyne F. Vallires |
| 2019 | ICOST | Long Short Term Memory Based Model for Abnormal Behavior Prediction in Elderly Persons. | Meriem Zerkouk, Belkacem Chikhaoui |
| 2018 | ICOST | Automatic Identification of Behavior Patterns in Mild Cognitive Impairments and Alzheimer's Disease Based on Activities of Daily Living. | Belkacem Chikhaoui, Maxime Lussier, Mathieu Gagnon, Hlne Pigot, Sylvain Giroux, Nathalie Bier |
| 2017 | ICDM | Towards Automatic Feature Extraction for Activity Recognition from Wearable Sensors: A Deep Learning Approach. | Belkacem Chikhaoui, Frank Gouineau |
| 2015 | AAAI | A New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP. | Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang |
| 2015 | DSAA | Discovering and tracking influencer-influencee relationships between online communities. | Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang |
| 2013 | AINA | Causality-Based Model for User Profile Construction from Behavior Sequences. | Belkacem Chikhaoui, Shengrui Wang, Hlne Pigot |
| 2012 | ICPR | A new statistical model for activity discovery and recognition in pervasive environments. | Belkacem Chikhaoui, Shengrui Wang, Hlne Pigot |
| 2011 | AINA | An Improved Hybrid Recommender System by Combining Predictions. | Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang |
| 2011 | AINA | A Frequent Pattern Mining Approach for ADLs Recognition in Smart Environments. | Belkacem Chikhaoui, Shengrui Wang, Hlne Pigot |
| 2011 | ICOST | Activity Recognition in Smart Environments: An Information Retrieval Problem. | Belkacem Chikhaoui, Shengrui Wang, Hlne Pigot |
| 2009 | IIWAS | Towards a universal ontology for smart environments. | Belkacem Chikhaoui, Yazid Benazzouz, Bessam Abdulrazak |