Word Alignment Applied on English-Arabic Parallel Corpus. - Mourad Ellouze; Wafa Neifar; Lamia Hadrich Belguith (LPKM, 2018)

Automatic profile recognition of authors on social media based on hybrid approach. - Mourad Ellouze; Seifeddine Mechti; Lamia Hadrich Belguith (KES, 2020)

Approach Based on Ontology and Machine Learning for Identifying Causes Affecting Personality Disorder Disease on Twitter. - Mourad Ellouze; Seifeddine Mechti; Lamia Hadrich Belguith (KSEM, 2021)

A Deep Learning Architecture Based on Advanced Textual Language Models for Detecting Disease Through Its Symptoms Associated with a Reinforcement Learning Algorithm. - Mourad Ellouze; Lamia Hadrich Belguith (ICSOFT (Selected Papers), 2022)

Deep Learning CNN-LSTM Approach for Identifying Twitter Users Suffering from Paranoid Personality Disorder. - Mourad Ellouze; Seifeddine Mechti; Lamia Hadrich Belguith (ICSOFT, 2022)

A deep learning approach for detecting the behaviour of people having personality disorders towards COVID-19 from Twitter. - Mourad Ellouze; Seifeddine Mechti; Moez Krichen; Vinayakumar Ravi; Lamia Hadrich Belguith (Int. J. Comput. Sci. Eng., 2022)

A hybrid approach for the detection and monitoring of people having personality disorders on social networks. - Mourad Ellouze; Lamia Hadrich Belguith (Soc. Netw. Anal. Min., 2022)

A Comparative Study on the Extraction of Dependency Links Between Different Personality Traits. - Mourad Ellouze; Seifeddine Mechti; Lamia Hadrich Belguith (SN Comput. Sci., 2022)

Approach Based on Bayesian Network and Ontology for Identifying Factors Impacting the States of People with Psychological Problems from Data on Social Media. - Mourad Ellouze; Lamia Hadrich Belguith (MEDI, 2023)

Analyse des productions dans les médias sociaux : vers une évaluation de la personnalité des patients. (Analysis of productions on social media: Towards an evaluation of patients' personality). - Mourad Ellouze (2023)

A hybrid approach based on linguistic analysis and fuzzy logic to ensure the surveillance of people having paranoid personality disorder towards Covid-19 on social media. - Mourad Ellouze; Seifeddine Mechti; Lamia Hadrich Belguith (Int. J. Gen. Syst., 2023)

Analyzing the Impact of Big Data in Mental Health. - Sonda Rekik; Mourad Ellouze; Lamia Hadrich Belguith (LPKM, 2024)

Interpreting the structure and results of a data warehouse model using ontology and machine learning techniques. - Mourad Ellouze; Lamia Hadrich Belguith (Int. J. Hybrid Intell. Syst., 2024)

Management of psychological emergency cases on social media: A hybrid approach combining knowledge graphs and graph neural networks. - Mourad Ellouze; Sonda Rekik; Lamia Hadrich Belguith (Online Soc. Networks Media, 2025)

Semantic analysis based on ontology and deep learning for a chatbot to assist persons with personality disorders on Twitter. - Mourad Ellouze; Lamia Hadrich Belguith (Behav. Inf. Technol., 2025)