Publications internationales
2022
Souad Guessoum, Hayet Djellali and Khaled Deghdegh. (2022), Decision Making under Missing Data and Weighted Parameters in a CBR Medical System. International journal of artificial intelligence, vol 1, issue1, 2022.https://int-j-aita.univ-annaba.dz/wp-content/themes/cbusiness-investment/view/vol1iss1/vol1iss1-4.pdf
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2020
Hayet Djellali, Nacira Ghoualmi-Zine et Souad Guessoum. (2020), Hybrid adapted fast correlation FCBF-support vector machine recursive feature elimination for feature selection. Intelligent Decision Technologies. vol. 14, no. 3, pp. 269-279, 2020 https://content.iospress.com/articles/intelligent-decision-technologies/idt190014
Résumé:
Hayet Djellali, Souad Guessoum et Nacira Ghoualmi-Zine. (2020), Adapted Search Equations of Artificial Bee Colony Applied to Feature Selection. . Lecture Notes in Electrical Engineering 682, Springer Nature, pp 109–121, 2020.https://link.springer.com/chapter/10.1007/978-981-15-6403-1_8
2017
Hayet Djellali, Souad Guessoum, Nacira Ghoualmi-Zine and Soumaya Layachi. (2017), Fast Correlation based Filter combined with Genetic Algorithm and Particle Swarm on Feature
Selection, . ICEE-B’17, the 5th International Conference on Electrical Engineering, 29-31 October 2017, Boumerdes, Algeria.http://ieeexplore.ieee.org/document/8192090/?reload=true
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Communications internationales
2019
Souad Guessoum, Hayet Djilali, Khaled Deghdegh et Nadjet Dendani. (2019), Vers l’Aide à la Décision Médicale sous des Données Manquantes. PFIA’19, Journées francophones d'Ingénierie des Connaissances (IC), 1-5 juillet 2019, Toulouse France.
Amira Sifi, Souad Guessoum et M. Tayeb Laskri. (2019), Overview on Case-Based Reasoning in medical field. CITSC 2019, The 1st International Conference on Innovative Trends in Computer Science, November 20-21, 2019, Guelma, Algeria. https://labstic.univ-guelma.dz/sites/labstic.univ-guelma.dz/files/Conference%20Program.pdf
Résumé:
Hayet Djellali, Souad Guessoum. . (2019), Adapted Search Equations of Artificial Bee Colony Applied to Feature Selection. ICEECA’19, International Conference on Electrical Engineering and Control Applications. 17-19 Novembre 2019, Constantine, Algérie, https://link.springer.com/chapter/10.1007/978-981-15-6403-1_8
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2017
Souad Guessoum, Nadjet Dendani, Hayet djellali and Nabiha Azizi. (2017), OntoLung : a decision support system for the diagnosis of the Lung Cancer. ICCESEN’17 the 4th International Conference on Computational and Experimental Science and Engineering, 4-8 October 2017, ANTALYA-TURKEY.http://iccesen.org/uploads/2017/scientific%20program%20ICCESEN-2017.pdf
Résumé:
Hayet Djellali, Souad Guessoum, Nacira Ghoualmi-Zine and Soumaya Layachi. (2017), Fast Correlation based Filter combined with Genetic Algorithm and Particle Swarm on Feature. ICEE-B’17, the 5th International Conference on Electrical Engineering, 29-31 October 2017, Boumerdes, Algeria.
http://ieeexplore.ieee.org/document/8192090/?reload=true
Résumé:
Nadjet Dendani, Souad Guessoum, Nabiha Azizi and Hayet Dendani. (2017), Use Case-Based Reasoning and Domain Ontology to Diagnose diabete disease, . ICCESEN’17 the 4th International Conference on Computational and Experimental Science and Engineering, 4-8 October 2017, ANTALYA-TURKEY.http://iccesen.org/uploads/2017/scientific%20program%20ICCESEN-2017.pdf
Résumé:
Hayet Djellali, Souad Guessoum, Nacira Ghoualmi-Zine and Soumaya Layachi. (2017), Fast Correlation based Filter combined with Genetic Algorithm and Particle Swarm on Feature Selection, . ICEE-B’17, the 5th International Conference on Electrical Engineering, 29-31 October 2017, Boumerdes, Algeria.http://ieeexplore.ieee.org/document/8192090/?reload=true
Résumé: Hayet Djellali, Souad Guessoum, Nacira Ghoualmi-Zine and Soumaya Layachi:
Communications nationales
2019
Hayet Djellali et Souad Guessoum . (2019), Chaotic and Novel Restart Strategy for Particle Swarm on Feature Selection, . IAM’19, 2nd Conference on Informatics and Applied Mathematics, 2019, Guelma Algérie.
Résumé: Hayet Djellali et Souad Guessoum :