Smaine Mazouzi

According to our database, Smaine Mazouzi authored at least 42 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Boosting speech recognition performance: a robust and accurate ensemble method based on HMMs.

Samira Hazmoune, Fateh Bougamouza, Smaine Mazouzi, Mohamed Benmohammed

Int. J. Intell. Syst. Technol. Appl., 2024

Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models.

Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi, Abbas Bradai

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Multi-agent medical image segmentation: A survey.

Mohamed Tahar Bennai, Zahia Guessoum, Smaine Mazouzi, Stéphane Cormier, Mohamed Mezghiche

Comput. Methods Programs Biomed., April, 2023

Towards an Efficient Fog-Based Forest Fire Management Architecture.

Mohamed Lamine Boughouas, Yacine Kissoum, Smaine Mazouzi, Walida Boussouf

Int. J. Organ. Collect. Intell., 2023

2022

Deep pattern-based tumor segmentation in brain MRIs.

Nadjet Bouchaour, Smaine Mazouzi

Neural Comput. Appl., 2022

Self-Adaptation Through Reinforcement Learning Using a Feature Model.

Selma Ouareth, Soufiane Boulehouache, Smaine Mazouzi

Int. J. Organ. Collect. Intell., 2022

A New Information-Based Heuristic for Distributed DDoS Detection and Mitigation: Distributed and Collaborative DDoS Detection.

Abdenacer Nafir, Smaine Mazouzi, Salim Chikhi

Int. J. Organ. Collect. Intell., 2022

A Graph Transformation Approach for Modeling and Verification of UML 2.0 Sequence Diagrams.

Houda Hamrouche, Allaoua Chaoui, Smaine Mazouzi

Comput. Informatics, 2022

Apprentissage profond & systèmes multi-agents : Application à la segmentation d'images médicales (poster).

Mohamed Tahar Bennai, Lyse Gallay, Zahia Guessoum, Stéphane Cormier, Smaine Mazouzi

Proceedings of the SMA et Smart Cities, 2022

Integrating Jess rules in Renew Tool for Smart Car Guidance.

Soumia Mameri, Yacine Kissoum, Smaine Mazouzi

Proceedings of the International Conference on Advanced Aspects of Software Engineering, 2022

Towards a Big Educational Data Analytics.

Mohamed Lamine Boughouas, Yacine Kissoum, Abdelouahad Mouhssen, Mohamed Amine Karek, Smaine Mazouzi

Proceedings of the International Conference on Advanced Aspects of Software Engineering, 2022

Cross-Modal Learning for Audio-Visual Emotion Recognition in Acted Speech.

Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi

Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

2021

A fast and fully distributed method for region-based image segmentation.

Smaine Mazouzi, Zahia Guessoum

J. Real Time Image Process., 2021

A Survey on Multi-Agent Based Collaborative Intrusion Detection Systems.

Nassima Bougueroua, Smaine Mazouzi, Mohamed Belaoued, Noureddine Seddari, Abdelouahid Derhab, Abdelghani Bouras

J. Artif. Intell. Soft Comput. Res., 2021

2020

A Cooperative Approach Based on Local Detection of Similarities and Discontinuities for Brain MR Images Segmentation.

Mohamed Tahar Bennai, Smaine Mazouzi, Zahia Guessoum, Mohamed Mezghiche, Stéphane Cormier

J. Medical Syst., 2020

Reliable Composition of MAPE-K Loops in Self-Adaptive Software Systems.

Selma Ouareth, Soufiane Boulehouache, Smaine Mazouzi

Int. J. Organ. Collect. Intell., 2020

Collaborative Life-Cycle-Based Botnet Detection in IoT Using Event Entropy.

Abdenacer Nafir, Smaine Mazouzi, Salim Chikhi

Int. J. Organ. Collect. Intell., 2020

A stochastic multi-agent approach for medical-image segmentation: Application to tumor segmentation in brain MR images.

Mohamed Tahar Bennai, Zahia Guessoum, Smaine Mazouzi, Stéphane Cormier, Mohamed Mezghiche

Artif. Intell. Medicine, 2020

MACoMal: A Multi-Agent Based Collaborative Mechanism for Anti-Malware Assistance.

Mohamed Belaoued, Abdelouahid Derhab, Smaine Mazouzi, Farrukh Aslam Khan

IEEE Access, 2020

Ensemble Classification Using Entropy-Based Features for MRI Tissue Segmentation.

Nadjet Bouchaour, Smaine Mazouzi

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

2019

Combined dynamic multi-feature and rule-based behavior for accurate malware detection.

Mohamed Belaoued, Abdelaziz Boukellal, Mohamed Amir Koalal, Abdelouahid Derhab, Smaine Mazouzi, Farrukh Aslam Khan

Int. J. Distributed Sens. Networks, 2019

PeSOA: penguins search optimisation algorithm for global optimisation problems.

Youcef Gheraibia, Peng-Yeng Yin, Yiannis Papadopoulos, Abdelouahab Moussaoui, Smaine Mazouzi

Int. Arab J. Inf. Technol., 2019

2018

A new hybrid framework based on Hidden Markov models and K-nearest neighbors for speech recognition.

Samira Hazmoune, Fateh Bougamouza, Smaine Mazouzi, Mohamed Benmohammed

Int. J. Speech Technol., 2018

Optimised cost considering Huffman code for biological data compression.

Youcef Gheraibia, Sohag Kabir, Abdelouahab Moussaoui, Smaine Mazouzi

Int. J. Inf. Commun. Technol., 2018

A new feature extraction scheme in wavelet transform for stego image classification.

Laimeche Lakhdar, Hayet Farida Merouani, Smaine Mazouzi

Evol. Syst., 2018

A Component-Based MAPE-K Control Loop Model for Self-adaptation.

Selma Ouareth, Soufiane Boulehouache, Smaine Mazouzi

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

2017

Towards a Generic Multi-agent Approach for Medical Image Segmentation.

Mohamed Tahar Bennai, Zahia Guessoum, Smaine Mazouzi, Stéphane Cormier, Mohamed Mezghiche

Proceedings of the PRIMA 2017: Principles and Practice of Multi-Agent Systems - 20th International Conference, Nice, France, October 30, 2017

2016

A Chi-Square-Based Decision for Real-Time Malware Detection Using PE-File Features.

Mohamed Belaoued, Smaine Mazouzi

J. Inf. Process. Syst., 2016

From Linguistic to Conceptual: A Framework Based on a Pipeline for Building Ontologies from Texts.

Ali Benafia, Smaine Mazouzi, Ramdane Maamri, Zaïdi Sahnoun, Sara Benafia

J. Adv. Comput. Intell. Intell. Informatics, 2016

Pe-DFA: Penguins Search Optimisation Algorithm for DNA Fragment Assembly.

Youcef Gheraibia, Abdelouahab Moussaoui, Sohag Kabir, Smaine Mazouzi

Int. J. Appl. Metaheuristic Comput., 2016

2015

Penguin Search Optimisation Algorithm for Finding Optimal Spaced Seeds.

Youcef Gheraibia, Abdelouahab Moussaoui, Youcef Djenouri, Sohag Kabir, Peng-Yeng Yin, Smaine Mazouzi

Int. J. Softw. Sci. Comput. Intell., 2015

Towards an Automatic Method for API Association Extraction for PE-Malware Categorization.

Mohamed Belaoued, Smaine Mazouzi

Proceedings of the IPAC '15: International Conference on Intelligent Information Processing, 2015

A Real-Time PE-Malware Detection System Based on CHI-Square Test and PE-File Features.

Mohamed Belaoued, Smaine Mazouzi

Proceedings of the Computer Science and Its Applications, 2015

2014

Collective intrusion detection in wide area networks.

Abdenacer Nafir, Smaine Mazouzi, Salim Chikhi

Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

2011

A New Distributed Approach for Range Image Segmentation.

Smaine Mazouzi, Zahia Guessoum

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2009

Une approche multi-agent pour la segmentation d'images de profondeur à base d'objets polyédriques. Une nouvelle approche de segmentation d'images.

Smaine Mazouzi, Zahia Guessoum, Fabien Michel

Tech. Sci. Informatiques, 2009

A Distributed and Collective Approach for Curved Object-Based Range Image Segmentation.

Smaine Mazouzi, Zahia Guessoum, Fabien Michel

Proceedings of the Progress in Pattern Recognition, 2009

2007

A New Bayesian Method for Range Image Segmentation.

Smaine Mazouzi, Mohamed Batouche

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Bayesian Edge Regularization in Range Image Segmentation.

Smaine Mazouzi, Mohamed Batouche

Proceedings of the Progress in Pattern Recognition, 2007

A Multi-agent Approach for Range Image Segmentation.

Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche

Proceedings of the Multi-Agent Systems and Applications V, 2007

A Multi-agent Approach for Range Image Segmentation with Bayesian Edge Regularization.

Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2007

2006

An Agent-Based Approach for Range Image Segmentation.

Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche

Proceedings of the Massively Multi-Agent Technology, AAMAS Workshops, 2006