Description scientific research program
"Data mining and intelligent decision support systems"
- Analysis of data from social networks
- Analysis of the dissemination of information in social networks
- Sentiment analysis
- Semantic analysis of data from social networks
- Data mining for cyber security and network optimization
- Developing methods for representing information from data (images, video, information in social networks, etc.)
- Evaluate the performance of Intelligent Decision Support Systems
- Organization of research projects in the areas specified and adopted by the team leaders in collaboration possibly with socio-economic partners.
Scientific Productions
Publications
- 1 Amina Fettah, Rafik Menassel, Abdeljalil Gattal, Abdelhak Gattal,Convolutional Autoencoder-Based medical image compression using a novel annotated medical X-ray imaging dataset, Biomedical Signal Processing and Control,Volume 94,2024,106238,ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2024.106238.
- 2 Yousfi Douaa, Gattal Abdeljalil, and Djeddi Chawki. Keyword Spotting from Historical Handwritten Manuscripts using CLBP and CRLBP [J]. Int J Performability Eng, 2024, 20(2): 91-98. https://doi.org/10.23940/ijpe.24.02.p4.9198
- 3 Rafik Menassel, Abdeljalil Gattal, Messai Ahmed, A New Approach for Worm Detection System Based on Neural Network, Indian Journal of Computer Science and Engineering, vol. 14, no. 5, 2023, pp. 729-739. DOI: https://doi.org/10.21817/indjcse/2023/v14i5/231405004
- 4 Abbas Faycel, Abdeljalil Gattal, and Rafik Menassel. "Local binary pattern and its derivatives to handwriting-based gender classification." Bulletin of Electrical Engineering and Informatics vol. 12, no. 6 ,2023, pp. 3571-3583. DOI: https://doi.org/10.11591/eei.v12i6.5488
- 5 Daouadi KE, Boualleg Y, Guehairia O (2023) Deep Random Forest and AraBert for Hate Speech Detection from Arabic Tweets. JUCS - Journal of Universal Computer Science 29(11): 1319-1335. https://doi.org/10.3897/jucs.112604
Communications and proceedings
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