Smaine Mazouzi

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 35

Top Topics

Tumor Segmentation

Malware Detection

Optimisation Algorithm

Top Venues

Int. J. Organ. Collect. Intell.

Comput. Informatics

Int. J. Inf. Commun. Technol.

Publications

Samira Hazmoune, Fateh Bougamouza, Smaine Mazouzi, Mohamed Benmohammed
Boosting speech recognition performance: a robust and accurate ensemble method based on HMMs. Int. J. Intell. Syst. Technol. Appl. 22 (1) (2024)
Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi, Abbas Bradai
Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models. ICAART (1) (2024)
Mohamed Lamine Boughouas, Yacine Kissoum, Smaine Mazouzi, Walida Boussouf
Towards an Efficient Fog-Based Forest Fire Management Architecture. Int. J. Organ. Collect. Intell. 13 (1) (2023)
Mohamed Tahar Bennai, Zahia Guessoum, Smaine Mazouzi, Stéphane Cormier, Mohamed Mezghiche
Multi-agent medical image segmentation: A survey. Comput. Methods Programs Biomed. 232 (2023)
Nadjet Bouchaour, Smaine Mazouzi
Deep pattern-based tumor segmentation in brain MRIs. Neural Comput. Appl. 34 (17) (2022)
Mohamed Lamine Boughouas, Yacine Kissoum, Abdelouahad Mouhssen, Mohamed Amine Karek, Smaine Mazouzi
Towards a Big Educational Data Analytics. ICAASE (2022)
Mohamed Tahar Bennai, Lyse Gallay, Zahia Guessoum, Stéphane Cormier, Smaine Mazouzi
Apprentissage profond & systèmes multi-agents : Application à la segmentation d'images médicales (poster). JFSMA (2022)
Abdenacer Nafir, Smaine Mazouzi, Salim Chikhi
A New Information-Based Heuristic for Distributed DDoS Detection and Mitigation: Distributed and Collaborative DDoS Detection. Int. J. Organ. Collect. Intell. 12 (4) (2022)
Soumia Mameri, Yacine Kissoum, Smaine Mazouzi
Integrating Jess rules in Renew Tool for Smart Car Guidance. ICAASE (2022)
Houda Hamrouche, Allaoua Chaoui, Smaine Mazouzi
A Graph Transformation Approach for Modeling and Verification of UML 2.0 Sequence Diagrams. Comput. Informatics 41 (5) (2022)
Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi
Cross-Modal Learning for Audio-Visual Emotion Recognition in Acted Speech. ATSIP (2022)
Selma Ouareth, Soufiane Boulehouache, Smaine Mazouzi
Self-Adaptation Through Reinforcement Learning Using a Feature Model. Int. J. Organ. Collect. Intell. 12 (4) (2022)
Smaine Mazouzi, Zahia Guessoum
A fast and fully distributed method for region-based image segmentation. J. Real Time Image Process. 18 (3) (2021)
Nassima Bougueroua, Smaine Mazouzi, Mohamed Belaoued, Noureddine Seddari, Abdelouahid Derhab, Abdelghani Bouras
A Survey on Multi-Agent Based Collaborative Intrusion Detection Systems. J. Artif. Intell. Soft Comput. Res. 11 (2) (2021)
Mohamed Belaoued, Abdelouahid Derhab, Smaine Mazouzi, Farrukh Aslam Khan
MACoMal: A Multi-Agent Based Collaborative Mechanism for Anti-Malware Assistance. IEEE Access 8 (2020)
Mohamed Tahar Bennai, Smaine Mazouzi, Zahia Guessoum, Mohamed Mezghiche, Stéphane Cormier
A Cooperative Approach Based on Local Detection of Similarities and Discontinuities for Brain MR Images Segmentation. J. Medical Syst. 44 (9) (2020)
Nadjet Bouchaour, Smaine Mazouzi
Ensemble Classification Using Entropy-Based Features for MRI Tissue Segmentation. MedPRAI (2020)
Selma Ouareth, Soufiane Boulehouache, Smaine Mazouzi
Reliable Composition of MAPE-K Loops in Self-Adaptive Software Systems. Int. J. Organ. Collect. Intell. 10 (3) (2020)
Nadjet Bouchaour, Smaine Mazouzi
Pattern-based Classification Using Entropy Coding For MRI Data Classification. IAM (2020)
Abdenacer Nafir, Smaine Mazouzi, Salim Chikhi
Collaborative Life-Cycle-Based Botnet Detection in IoT Using Event Entropy. Int. J. Organ. Collect. Intell. 10 (4) (2020)
Mohamed Tahar Bennai, Zahia Guessoum, Smaine Mazouzi, Stéphane Cormier, Mohamed Mezghiche
A stochastic multi-agent approach for medical-image segmentation: Application to tumor segmentation in brain MR images. Artif. Intell. Medicine 110 (2020)
Mohamed Belaoued, Abdelaziz Boukellal, Mohamed Amir Koalal, Abdelouahid Derhab, Smaine Mazouzi, Farrukh Aslam Khan
Combined dynamic multi-feature and rule-based behavior for accurate malware detection. Int. J. Distributed Sens. Networks 15 (11) (2019)
Youcef Gheraibia, Peng-Yeng Yin, Yiannis Papadopoulos, Abdelouahab Moussaoui, Smaine Mazouzi
PeSOA: penguins search optimisation algorithm for global optimisation problems. Int. Arab J. Inf. Technol. 16 (3) (2019)
Youcef Gheraibia, Peng-Yeng Yin, Yiannis Papadopoulos, Abdelouahab Moussaoui, Smaine Mazouzi
PeSOA: Penguins Search Optimisation Algorithm for Global Optimisation Problems. CoRR (2018)
Selma Ouareth, Soufiane Boulehouache, Smaine Mazouzi
A Component-Based MAPE-K Control Loop Model for Self-adaptation. PAIS (2018)
Samira Hazmoune, Fateh Bougamouza, Smaine Mazouzi, Mohamed Benmohammed
A new hybrid framework based on Hidden Markov models and K-nearest neighbors for speech recognition. Int. J. Speech Technol. 21 (3) (2018)
Laimeche Lakhdar, Hayet Farida Merouani, Smaine Mazouzi
A new feature extraction scheme in wavelet transform for stego image classification. Evol. Syst. 9 (3) (2018)
Youcef Gheraibia, Sohag Kabir, Abdelouahab Moussaoui, Smaine Mazouzi
Optimised cost considering Huffman code for biological data compression. Int. J. Inf. Commun. Technol. 13 (3) (2018)
Mohamed Tahar Bennai, Zahia Guessoum, Smaine Mazouzi, Stéphane Cormier, Mohamed Mezghiche
Towards a Generic Multi-agent Approach for Medical Image Segmentation. PRIMA (2017)
Ali Benafia, Smaine Mazouzi, Ramdane Maamri, Zaïdi Sahnoun, Sara Benafia
From Linguistic to Conceptual: A Framework Based on a Pipeline for Building Ontologies from Texts. J. Adv. Comput. Intell. Intell. Informatics 20 (6) (2016)
Mohamed Belaoued, Smaine Mazouzi
A Chi-Square-Based Decision for Real-Time Malware Detection Using PE-File Features. J. Inf. Process. Syst. 12 (4) (2016)
Youcef Gheraibia, Abdelouahab Moussaoui, Sohag Kabir, Smaine Mazouzi
Pe-DFA: Penguins Search Optimisation Algorithm for DNA Fragment Assembly. Int. J. Appl. Metaheuristic Comput. 7 (2) (2016)
Youcef Gheraibia, Abdelouahab Moussaoui, Youcef Djenouri, Sohag Kabir, Peng-Yeng Yin, Smaine Mazouzi
Penguin Search Optimisation Algorithm for Finding Optimal Spaced Seeds. Int. J. Softw. Sci. Comput. Intell. 7 (2) (2015)
Mohamed Belaoued, Smaine Mazouzi
Towards an Automatic Method for API Association Extraction for PE-Malware Categorization. IPAC (2015)
Mohamed Belaoued, Smaine Mazouzi
A Real-Time PE-Malware Detection System Based on CHI-Square Test and PE-File Features. CIIA (2015)
Abdenacer Nafir, Smaine Mazouzi, Salim Chikhi
Collective intrusion detection in wide area networks. INISTA (2014)
Smaine Mazouzi, Zahia Guessoum
A New Distributed Approach for Range Image Segmentation. CIARP (2011)
Smaine Mazouzi, Zahia Guessoum, Fabien Michel
A Distributed and Collective Approach for Curved Object-Based Range Image Segmentation. CIARP (2009)
Smaine Mazouzi, Zahia Guessoum, Fabien Michel
Une approche multi-agent pour la segmentation d'images de profondeur à base d'objets polyédriques. Une nouvelle approche de segmentation d'images. Tech. Sci. Informatiques 28 (3) (2009)
Smaine Mazouzi, Mohamed Batouche
A New Bayesian Method for Range Image Segmentation. EMMCVPR (2007)
Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche
A Multi-agent Approach for Range Image Segmentation with Bayesian Edge Regularization. ACIVS (2007)
Smaine Mazouzi, Mohamed Batouche
Bayesian Edge Regularization in Range Image Segmentation. CIARP (2007)
Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche
A Multi-agent Approach for Range Image Segmentation. CEEMAS (2007)
Smaine Mazouzi, Zahia Guessoum, Fabien Michel, Mohamed Batouche
An Agent-Based Approach for Range Image Segmentation. MMAS/LSMAS/CCMMS (2006)