Book :
“Design of a mobile robot vision, Based reactive navigation in natural environment”, Sarah BENZIANE, LAP Lambert Academic Publishing, ISBN 978-3-8443-2344-3, paperback, 184 Pages
“Polycopié Réseaux informatiques, Cours et T.P », Sarâh Benziane, EUE Editions Universitaires européennes, paperback, 87 Pages, 2022
"Neural Network Advancements in the Age of AI ", Sarah Benziane, Guerroudji Fatiha & Kaouter Labed, IGI Global under editing, Copyright: © 2025 |Pages: 576, DOI: 10.4018/979-8-3373-0735-0
"Applied Neural Networks in the AI Era: From Theory to Real-World Impact", Sarah Benziane and Fatiha Guerroudji Meddah , Copyright: © 2025 |Pages: 500, DOI: 10.4018/979-8-3373-4571-0, ISBN13: 9798337345710
Chapter Book
Benziane, S. (2024). Innovating Prosperity: Intelligent Approaches and Economic Paradigms for Sustainable Futures. In Intelligent Methods and Alternative Economic Models for Sustainability (pp. 194-241). IGI Global.
"Exploring the Applications and Impact of Generative Adversarial Networks in Modern Technology", Sarâh Benziane, Applied Neural Networks in the AI Era: From Theory to Real-World Impact, (pp. 181-203). IGI Global
Publications :
S.BENZIANE, A.BENYETTOU, « An Introduction to biometrics », International Journal of Computer Science & Information Security, IJCSIS Vol. 9 No. 4, April 2011 ISSN 1947-5500
S.BENZIANE, A.BENYETTOU, “State Of Art: Hand Biometric”, International Journal of Advances in Engineering & Technology, IJAET, Vol. 2, Issue. 1, Jan-2012, ISSN: 2231-1963
S BENZIANE, A BENYETTOU, “Biometric Technology Based on Hand Vein”, Oriental Journal of Computer Science and Technology 6 (4), 401-412, November 2013
Sarah BENZIANE, Asmaa MEROUANE, Abdelkader BENYETTOU, “A low cost IR imaging system for hand vein biometrics parameter's extraction”, Advances in computer science and engineering 11 (2), 51-72, November 2013
Sarah Hachemi Benziane, Abdelkader Benyettou, “Anisotropic Diffusion Filter for Dorsal Hand Vein Features Extraction“, International Journal of Biology and Biomedicine 1, 27-31, April 2016
Sarah Hachemi Benziane, and Abdelkader Benyettou. "Dorsal hand vein identification." International Journal of Computer Science and Information Security 14.3 (2016): 423.
Benziane, S. H., & Benyettou, A. (2017).Dorsal Hand Vein Identification Based on Binary Particle Swarm Optimization.Journal of information processing systems, 13(2), 268-284.
Hachemi-Benziane, S., & Benyettou, A. (2017). On the influence of anisotropic diffusion filter on dorsal hand authentication using eigenveins. Multidimensional Systems and Signal Processing, 1-22.
Benziane Sarah and AEH Benyamina, “Adaptive Gaussian Distribution Threshold Spatial Frequency Denoising Image”, WSEAS TRANSACTIONS ON SIGNAL PROCESSING
Sarâh Benziane, “UNCONTRAINED EAR BIOMETRICS: SURVEY RESEARCH”, Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/Journal of Tianjin University Science and Technology
Houari , Aymen and Sarah Benziane, “A CNN approach for the identification of dorsal veins of the hand”, LNNS 413 Proceeding Springer
Sarah Benziane, “Survey: Rainfall Prediction Precipitation, Review of Statistical Methods”, WSEAS Transactions on Systems, ISSN / E-ISSN: 1109-2777 / 2224-2678, Volume 23, 2024, Art. #5
Communications :
« Application des méthodes de soft computing pour la détection des bords de voie routière et des véhicules », Amine Mazouzi, Sarâhbenziane, Abdelkader Benyettou, Traitement et Analyse de l'Information : Méthodes et Applications, Hammamet, Tunisie — 04 au 09 mai 2009.
“méthode hybride pour la détection des bords de voie routière”, Amine Mazouzi, Sarâhbenziane, Abdelkader Benyettou, JCI08, Guelma, 2008.
“ Hybridization of Discrete Binary Particle Swarm Optimization and Invariant Moments for Dorsal Hand Vein Feature Selection”, Asmaâ MEROUANE, Sarah BENZIANE, Pierre BOULET,Abou El HassenBENYAMINA,Lakhdar LOUKIL, IEEE Internationnal Conference On Electronic Computer and Artificial Intelligence (ECAI 2013) in Romania,27-29 Juin 2013.
“Parallel extraction hand vein biometric parameter’s using a low cost IR imaging system”, Sarah BENZIANE, AbdelkaderBenyettou, Asmaâ MEROUANE, Thomson Reuters 22nd International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision'2014(WSCG 2014) in Czech Republic, 2-5Juin 2014.
“Dorsal hand vein patterrn feature extraction with wavelet transforms”, Lefki Redhouane, Sarah BENZIANE, AbdelkaderBenyettou, IEEE International Symposium on Networks, Computers and Communications (ISNCC-2014), Hammamet, Tunisia - June 17-19, 2014
“Hand vein authentication based wavelet feature extraction”, BENZIANE, S., & BENYETTOU, A. Recent Advances on Electro science and Computers,The 2015 International Conference on Systems, Control, Signal Processing and Informatics (SCSI 2015), Barcelona – April 7-9 2015
“Anisotropic diffusion filter for dorsal hand feature extraction”, S.HACHEMI BENZIANE, A.BENYETTOU, 16th International Conference on APPLIED COMPUTER SCIENCE (ACS '16), Istanbul, Turkey, April 15-17, 2016
« On the influence of the local histogram of hybrid texture descriptors on dorsal hand vein features extraction», Sarah Benziane, Séminaire international sur les mathématiques et l’informatique, Webinaire par internet à travers Google Meet , U.S.T. Oran le 5 et 6 Févirer 2021 (Webinaire)
"Etat de l’art sur les techniques de débruitage dans le traitement d'image ", Sarah Benziane, Séminaire international sur les mathématiques et l’informatique, Webinaire par internet à travers Google Meet , U.S.T. Oran le 5 et 6 Févirer 2021 (Webinaire)
“A CNN approach for the identification of dorsal veins of the hand”, Houari, Aymen and Sarah Benziane, The second edition of the international Conference on Artificial Intelligence and its Applications, January 2022
“Understanding Numerical weather prediction models“, Sarah Benziane, Kaouter Labed, Invited lecture at the 3rd European Computing Conference, Ierapetra, Crete, Greece, May 7-9, 2024.
“Livestock anti-theft system on an agricultural farm”, Sarah Benziane, Kaouter Labed, Invited Lecture at the 5th International Conference on Mathematics and Computers in Science and Engineering (MACISE 2024),. Ierapetra, Crete Island, Greece, June 6-8, 2024.
" Explainable AI for biometrics", Sarah Benziane, Kaouter Labed, invited Lecture at the International Conference on Applied Mathematics & Computer Science, Venice, Italy, September 28-30, 2024.
"An insight to weather predication models", Sarah Benziane, Kaouter Labed, 4th International Conference on Electrics and Electrical Engineering (IC3E’24), Bouira, Algeria, 9-10 november 2024.
“A Review of AI-Driven Process Control Optimization for Reducing Self-Consumption and Flared Gases”, Sarah Benziane ICISE 2025, 21-22 October 2025 , Mostaganem Algeria