Mounir Ben Ayed

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 74

Top Venues

Publications

Mariem Taktak, Hela Ltifi, Mounir Ben Ayed
ECG classification with learning ensemble based on symbolic discretization. Inf. Syst. 120 (2024)
Abir Abid, Ilhem Kallel, Javier J. Sánchez Medina, Mounir Ben Ayed
Parameters Sensitivity Analysis of Ant Colony Based Clustering: Application for Student Grouping in Collaborative Learning Environment. IEEE Access 12 (2024)
Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
Towards Automated Optimization of Residual Convolutional Neural Networks for Electrocardiogram Classification. Cogn. Comput. 16 (3) (2024)
Adel Hameed, Rahma Fourati, Boudour Ammar, Amel Ksibi, Ala Saleh D. Alluhaidan, Mounir Ben Ayed, Hussain Kareem Khleaf
Temporal-spatial transformer based motor imagery classification for BCI using independent component analysis. Biomed. Signal Process. Control. 87 (Part A) (2024)
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed
Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks. Expert Syst. J. Knowl. Eng. 41 (4) (2024)
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed
A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification. Appl. Soft Comput. 164 (2024)
Zeineb Fki, Boudour Ammar, Rahma Fourati, Hela Fendri, Amir Hussain, Mounir Ben Ayed
A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism. Multim. Tools Appl. 83 (18) (2024)
Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed
An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization. ISCC (2023)
Wissal Midani, Wael Ouarda, Mounir Ben Ayed
Res_1D_CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis. ICCCI (CCIS Volume) (2023)
Rim Magdich, Hanen Jemal, Mounir Ben Ayed
A Hybrid Trust Update Solution for Dynamic Social IoT Trust Management Model. CoDIT (2023)
Wissal Midani, Wael Ouarda, Mounir Ben Ayed
DeepArr: An investigative tool for arrhythmia detection using a contextual deep neural network from electrocardiograms (ECG) signals. Biomed. Signal Process. Control. 85 (2023)
Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed
Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification. ICCCI (2023)
Yosr Ghozzi, Nesrine Baklouti, Hani Hagras, Mounir Ben Ayed, Adel M. Alimi
Interval Type-2 Beta Fuzzy Near Sets Approach to Content-Based Image Retrieval. IEEE Trans. Fuzzy Syst. 30 (3) (2022)
Thameur Dhieb, Houcine Boubaker, Sourour Njah, Mounir Ben Ayed, Adel M. Alimi
A novel biometric system for signature verification based on score level fusion approach. Multim. Tools Appl. 81 (6) (2022)
Faten Khemakhem, Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed
Agent-Based Intelligent Decision Support Systems: A Systematic Review. IEEE Trans. Cogn. Dev. Syst. 14 (1) (2022)
Rim Magdich, Hanen Jemal, Mounir Ben Ayed
Context-awareness trust management model for trustworthy communications in the social Internet of Things. Neural Comput. Appl. 34 (24) (2022)
Rim Magdich, Hanen Jemal, Mounir Ben Ayed
A resilient Trust Management framework towards trust related attacks in the Social Internet of Things. Comput. Commun. 191 (2022)
Emna Benmohamed, Hela Ltifi, Mounir Ben Ayed
ITNO-K2PC: An improved K2 algorithm with information-theory-centered node ordering for structure learning. J. King Saud Univ. Comput. Inf. Sci. 34 (4) (2022)
Hajer Akid, Kirsley Chennen, Gabriel Frey, Julie Dawn Thompson, Mounir Ben Ayed, Nicolas Lachiche
Apprentissage automatique basé sur l'agrégation pour la prédiction de liens dans les réseaux d'interactions protéine-protéine. EGC (2022)
Hajer Akid, Gabriel Frey, Mounir Ben Ayed, Nicolas Lachiche
Performance of NoSQL Graph Implementations of Star vs. Snowflake Schemas. IEEE Access 10 (2022)
Rim Chiha, Mounir Ben Ayed, Célia da Costa Pereira
A complete framework for aspect-level and sentence-level sentiment analysis. Appl. Intell. 52 (15) (2022)
Emna Benmohamed, Hela Ltifi, Mounir Ben Ayed
Bayesian model construction based on data-experts oriented approaches for assessing the phosphate effluents effects. Appl. Intell. 52 (14) (2022)
Mariam Zouari, Nesrine Baklouti, Javier J. Sánchez Medina, Habib M. Kammoun, Mounir Ben Ayed, Adel M. Alimi
PSO-Based Adaptive Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (PSO-AHIT2FKRS) for Travel Route Guidance. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Thameur Dhieb, Houcine Boubaker, Wael Ouarda, Sourour Njah, Mounir Ben Ayed, Adel M. Alimi
Deep bidirectional long short-term memory for online multilingual writer identification based on an extended Beta-elliptic model and fuzzy elementary perceptual codes. Multim. Tools Appl. 80 (9) (2021)
Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed
Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization. ICONIP (6) (2021)
Mariam Zouari, Nesrine Baklouti, Habib M. Kammoun, Mounir Ben Ayed, Adel M. Alimi, Javier J. Sánchez Medina
A Multi-Agent system for road traffic decision making based on Hierarchical Interval Type-2 Fuzzy Knowledge Representation System. FUZZ-IEEE (2021)
Thameur Dhieb, Houcine Boubaker, Sourour Njah, Mounir Ben Ayed, Adel M. Alimi
ASAR 2021 Online Arabic Writer Identification Competition. ICDAR Workshops (1) (2021)
Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
Optimization of Residual Convolutional Neural Network for Electrocardiogram Classification. CoRR (2021)
Rim Magdich, Hanen Jemal, Chaima Nakti, Mounir Ben Ayed
An efficient Trust Related Attack Detection Model based on Machine Learning for Social Internet of Things. IWCMC (2021)
Rim Chiha, Mounir Ben Ayed, Célia da Costa Pereira
A New Neural Networks-Based Integrated Model for Aspect Extraction and Sentiment Classification. Int. J. Multim. Data Eng. Manag. 12 (4) (2021)
Thameur Dhieb, Sourour Njah, Houcine Boubaker, Wael Ouarda, Mounir Ben Ayed, Adel M. Alimi
Towards a novel biometric system for forensic document examination. Comput. Secur. 97 (2020)
Hela Ltifi, Emna Benmohamed, Christophe Kolski, Mounir Ben Ayed
Adapted Visual Analytics Process for Intelligent Decision-Making: Application in a Medical Context. Int. J. Inf. Technol. Decis. Mak. 19 (1) (2020)
Jihed Elouni, Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed
Intelligent health monitoring system modeling based on machine learning and agent technology. Multiagent Grid Syst. 16 (2) (2020)
Hela Ltifi, Christophe Kolski, Mounir Ben Ayed
Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges. Comput. Sci. Rev. 36 (2020)
Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed
Deep learning for internet of things in fog computing: Survey and Open Issues. ATSIP (2020)
Saber Amri, Hela Ltifi, Mounir Ben Ayed
A Predictive Visual Analytics Evaluation Approach Based on Adaptive Neuro-Fuzzy Inference System. Comput. J. 62 (7) (2019)
Rim Chiha, Mounir Ben Ayed
Supervised Machine Learning Approach for Subjectivity/Objectivity Classification of Social Data. EMCIS (2019)
Emna Benmohamed, Hela Ltifi, Mounir Ben Ayed
A Novel Bayesian Network Structure Learning Algorithm: Best Parents-Children. ISKE (2019)
Thameur Dhieb, Houcine Boubaker, Wael Ouarda, Mounir Ben Ayed, Adel M. Alimi
Deep Bidirectional Long Short-Term Memory for Online Arabic Writer Identification Based on Beta-Elliptic Model. ASAR@ICDAR (2019)
Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed
Design of Remote Heart Monitoring System for Cardiac Patients. AINA (2019)
Dorra Mellouli, Tarek M. Hamdani, Javier J. Sánchez Medina, Mounir Ben Ayed, Adel M. Alimi
Morphological Convolutional Neural Network Architecture for Digit Recognition. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
Multi-agent based intuitionistic fuzzy logic healthcare decision support system. J. Intell. Fuzzy Syst. 37 (2) (2019)
Mohamed Ali Fourati, Walid Chebbi, Mounir Ben Ayed, Anas Kamoun
Information and communication technologies for the improvement of the irrigation scheduling. Int. J. Sens. Networks 30 (2) (2019)
Rim Magdich, Hanen Jemal, Mounir Ben Ayed
Trust Management Model Based on Mutual Evaluation Method for the Social Internet of Things. EMCIS (2019)
Thouraya Sboui, Mounir Ben Ayed, Adel M. Alimi
A UI-DSPL Approach for the Development of Context-Adaptable User Interfaces. IEEE Access 6 (2018)
Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
Risk Prediction in Smart Home Care. AINA (2018)
Yosr Ghozzi, Nesrine Baklouti, Hani Hagras, Mounir Ben Ayed, Adel M. Alimi
Interval type-2 Beta Fuzzy Near set based approach to content based image retrieval. CoRR (2018)
Thameur Dhieb, Sourour Njah, Houcine Boubaker, Wael Ouarda, Mounir Ben Ayed, Adel M. Alimi
An Online Writer Identification System based on Beta-Elliptic Model and Fuzzy Elementary Perceptual Codes. CoRR (2018)
Mariam Zouari, Nesrine Baklouti, Javier J. Sánchez Medina, Mounir Ben Ayed, Adel M. Alimi
An Evolutionary Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (EHIT2FKRS) for Travel Route Assignment. CoRR (2018)
Hela Ltifi, Saber Amri, Mounir Ben Ayed
Fuzzy logic-based evaluation of visualizations generated by intelligent decision support systems. Inf. Vis. 17 (1) (2018)
Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
Machine learning with Internet of Things data for risk prediction: Application in ESRD. RCIS (2018)
Abir Abid, Ilhem Kallel, Ignacio J. Blanco, Mounir Ben Ayed
Selecting Relevant Educational Attributes for Predicting Students' Academic Performance. ISDA (2017)
Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
Enhanced Decision Support Systems in Intensive Care Unit Based on Intuitionistic Fuzzy Sets. Adv. Fuzzy Syst. 2017 (2017)
Mariam Zouari, Nesrine Baklouti, Habib M. Kammoun, Javier J. Sánchez Medina, Mounir Ben Ayed, Adel M. Alimi
Hierarchical interval type-2 beta fuzzy knowledge representation system for path preference planning. FUZZ-IEEE (2017)
Saber Amri, Hela Ltifi, Mounir Ben Ayed
Comprehensive evaluation method of visual analytics tools based on fuzzy theory and artificial neural network. ISKE (2017)
Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed
Multi-agent modelling of decision support systems based on visual data mining. Multiagent Grid Syst. 13 (1) (2017)
Hamdi Ellouzi, Mounir Ben Ayed, Hela Ltifi
Modeling of distributed visual knowledge discovery from data process. ISKE (2017)
Thouraya Sboui, Mounir Ben Ayed, Adel M. Alimi
A Meta-model for Run Time Adaptation in a UI-DSPL process. BCS HCI (2017)
Dorra Mellouli, Tarek M. Hamdani, Mounir Ben Ayed, Adel M. Alimi
Morph-CNN: A Morphological Convolutional Neural Network for Image Classification. ICONIP (2) (2017)
Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
An enhanced healthcare system in mobile cloud computing environment. Vietnam. J. Comput. Sci. 3 (4) (2016)
Hela Ltifi, Emna Benmohamed, Christophe Kolski, Mounir Ben Ayed
Enhanced visual data mining process for dynamic decision-making. Knowl. Based Syst. 112 (2016)
Souad Benomrane, Zied Sellami, Mounir Ben Ayed
An ontologist feedback driven ontology evolution with an adaptive multi-agent system. Adv. Eng. Informatics 30 (3) (2016)
Elhoucine Benboussada, Mounir Ben Ayed, Adel M. Alimi
Data Fusion Classification Method Based on Multi Agents System. ISDA (2016)
Jihed Elouni, Hela Ltifi, Mounir Ben Ayed, Mohamed Masmoudi
Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment. ISDA (2016)
Hajer Akid, Mounir Ben Ayed
Towards NoSQL Graph Data Warehouse for Big Social Data Analysis. ISDA (2016)
Hela Ltifi, Emna Ben Mohamed, Mounir Ben Ayed
Interactive visual knowledge discovery from data-based temporal decision support system. Inf. Vis. 15 (1) (2016)
Rim Chiha, Mounir Ben Ayed
Towards an Approach Based on Ontology for Semantic-Temporal Modeling of Social Network Data. ISDA (2016)
Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed
Visual intelligent remote healthcare monitoring system using multi-agent technology. ATSIP (2016)
Souad Benomrane, Zied Sellami, Mounir Ben Ayed
Evolving ontologies using an adaptive multi-agent system based on ontologist-feedback. RCIS (2016)
Salwa Souissi, Mounir Ben Ayed
GENUS: An ETL tool treating the Big Data Variety. AICCSA (2016)
Jihed Elouni, Hela Ltifi, Mounir Ben Ayed, Mohamed Masmoudi
A visual modeling of knowledge for decision-making. IVCNZ (2016)
Abir Abid, Ilhem Kallel, Mounir Ben Ayed
Teamwork construction in E-learning system: A systematic literature review. ITHET (2016)
Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
Towards a Medical Intensive Care Unit Decision Support System Based on Intuitionistic Fuzzy Logic. ISDA (2016)
Emna Ben Ayed, Mounir Ben Ayed
A quality model for the evaluation of decision support systems based on a knowledge discovery from data process. J. Decis. Syst. 25 (2) (2016)
Jihed Elouni, Hela Ltifi, Mounir Ben Ayed
Knowledge Visualization Model for Intelligent Dynamic Decision-Making. HIS (2015)
Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed
Multi-agent Architecture for Visual Intelligent Remote Healthcare Monitoring System. HIS (2015)
Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed
New Multi-Agent architecture of visual Intelligent Decision Support Systems application in the medical field. AICCSA (2015)
Ahmed Kharrat, Mohamed Ben Halima, Mounir Ben Ayed
MRI brain tumor classification using Support Vector Machines and meta-heuristic method. ISDA (2015)
Emna Ben Mohamed, Hela Ltifi, Mounir Ben Ayed
Using Bloom's taxonomy to enhance interactive concentric circles representation. AICCSA (2015)
Hanen Jemal, Zied Kechaou, Mounir Ben Ayed, Adel M. Alimi
Cloud computing and mobile devices based system for healthcare application. ISTAS (2015)
Emna Guermazi, Mounir Ben Ayed, Hanêne Ben-Abdallah
Adaptive security for Cloud data warehouse as a service. ICIS (2015)
Hanen Jemal, Zied Kechaou, Mounir Ben Ayed, Adel M. Alimi
Mobile Cloud Computing in Healthcare System. ICCCI (2) (2015)
Souad Benomrane, Zied Sellami, Mounir Ben Ayed, Adel M. Alimi
An Adaptive Multi-Agent System for Ontology Co-evolution. ICAART (1) (2015)
Emna Guermazi, Hanêne Ben-Abdallah, Mounir Ben Ayed
Modeling a secure cloud data warehouse with SoaML. IAS (2015)
Saber Amri, Hela Ltifi, Mounir Ben Ayed
Towards an intelligent evaluation method of medical data visualizations. ISDA (2015)
Hela Ltifi, Christophe Kolski, Mounir Ben Ayed
Combination of cognitive and HCI modeling for the design of KDD-based DSS used in dynamic situations. Decis. Support Syst. 78 (2015)
Souad Benomrane, Mounir Ben Ayed
Towards a dynamic knowledge base based on ontology for clinical decision support system. SoCPaR (2014)
Houssem Turki, Mounir Ben Ayed, Adel M. Alimi
Using dynamic Bayesian networks for the prediction of mental deficiency in children with down syndrome. SoCPaR (2014)
Emna Guermazi, Mounir Ben Ayed, Hanêne Ben-Abdallah
A survey of data warehouse security. Ingénierie des Systèmes d Inf. 19 (5) (2014)
Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
Swarm intelligence and multi agent system in healthcare. SoCPaR (2014)
Emna Ben Mohamed, Hela Ltifi, Mounir Ben Ayed
Using visualization techniques in knowledge discovery process for decision making. HIS (2013)
Ghada Trabelsi, Philippe Leray, Mounir Ben Ayed, Adel M. Alimi
Dynamic MMHC: A Local Search Algorithm for Dynamic Bayesian Network Structure Learning. IDA (2013)
Hela Ltifi, Christophe Kolski, Mounir Ben Ayed, Adel M. Alimi
A human-centred design approach for developing dynamic decision support system based on knowledge discovery in databases. J. Decis. Syst. 22 (2) (2013)
Hela Ltifi, Mounir Ben Ayed, Ghada Trabelsi, Adel M. Alimi
Perspective Wall Technique for Visualizing and Interpreting Medical Data. Int. J. Knowl. Discov. Bioinform. 3 (2) (2012)
Hela Ltifi, Ghada Trabelsi, Mounir Ben Ayed, Adel M. Alimi
Dynamic Decision Support System Based on Bayesian Networks Application to fight against the Nosocomial Infections CoRR (2012)
Hela Ltifi, Mounir Ben Ayed, Ghada Trabelsi, Adel M. Alimi
Using Perspective Wall to Visualize Medical Data in the Intensive Care Unit. ICDM Workshops (2012)
Hela Ltifi, Christophe Kolski, Mounir Ben Ayed, Adel M. Alimi
Human-centred design approach applied to medical dynamic DSS. IFAC HMS (2010)
Ghada Trabelsi, Mounir Ben Ayed, Adel M. Alimi
Système d'extraction des connaissances à partir des données temporelles basé sur les Réseaux Bayésiens Dynamiques. EGC (2010)
Mounir Ben Ayed, Hela Ltifi, Christophe Kolski, Adel M. Alimi
A user-centered approach for the design and implementation of KDD-based DSS: A case study in the healthcare domain. Decis. Support Syst. 50 (1) (2010)
Hela Ltifi, Mounir Ben Ayed, Christophe Kolski, Adel M. Alimi
HCI-enriched approach for DSS development: the UP/U approach. ISCC (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mounir Ben Ayed