Research Activities
Publications
- 2024
Hasanien Ali Talib Alothman, Wafa Lejmi, Mohamed Ali Mahjoub, New Approach based on Substantial Derivative and LSTM for Online Arabic Handwriting Script Recognition, In Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART; ISBN 978-989-758-680-4; ISSN 2184-433X, SciTePress, pages 689-698.
DOI: 10.5220/0012385000003636 (Conference Rank B)
- 2022
Wafa Lejmi, Anouar Ben Khalifa, Mohamed Ali Mahjoub, An Innovative Approach Towards Violence Recognition Based on Deep Belief Network , 2022, 8th International Conference on Control, Decision and Information Technologies (CoDIT), 2022, pp. 1297-1302,
DOI: 10.1109/CoDIT55151.2022.9803898 (Conference Rank C)
- 2020
Wafa Lejmi, Anouar Ben Khalifa, Mohamed Ali Mahjoub, A Novel Spatio-Temporal Violence Classification Framework Based on Material Derivative and LSTM Neural Network, Traitement du Signal, Vol. 37, No. 5, November 2020, pp. 687-701,
DOI: https://doi.org/10.18280/ts.370501
(Journal Paper , Quartile: Q3, IF= 2.589)
- 2019
Wafa Lejmi, Anouar Ben Khalifa, Mohamed Ali Mahjoub, Challenges and Methods of Violence Detection in Surveillance Video: A Survey, In: Vento M., Percannella G. (eds) 18th International Conference on Computer Analysis of Images and Pattern (CAIP 2019), Lecture Notes in Computer Science, vol 11679. Springer, Cham, pp. 62-73.
DOI: https://doi.org/10.1007/978-3-030-29891-3_6
(Conference Rank B)
- 2017
Wafa Lejmi, Anouar Ben Khalifa, Mohamed Ali Mahjoub, Fusion Strategies for Recognition of Violence Actions, IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA 2017), pp. 178 - 183, 2017.
DOI: https://doi.org/10.1109/AICCSA.2017.193 (Conference Rank C)
Wafa Lejmi, Mohamed Ali Mahjoub, Anouar Ben Khalifa, Event detection in video sequences: Challenges and perspectives, 13th IEEE International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2017), pp. 682 - 690, 2017.
DOI: https://doi.org/10.1109/FSKD.2017.8393354 (Conference Rank C)
Participation in Juries
17 February 2024: Member of the jury for the defense of Graduation Project of Ms. Sirine Amari, Professional Master student in Systems and Network Security entitled “Study and Implementation of a SOC-based Security Solution Open Source Tools” at the Higher Institute of Computer Science and Communication Techniques of Hammam Sousse (ISITCom).
30 September 2022: Member of the jury for the defense of Graduation Project of Ms. Farah KHARRAT , Biomedical Engineering student, entitled "An AI-powered, sensor-based Human Activity and Fall Recognition system for Elderly People needing healthcare", a work carried out between the Private School of Engineering and Applied Technology (ESPITA) and Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
