Mounir Ben Ayed

110 papers B 11C 21Misc 6Journal 51Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Comprehensive Review of Noise Removal Techniques in ECG Signal Processing. KES Wissal Midani, Hela Ltifi, Mounir Ben Ayed
2025	J	`jnl`	Deepfake detection via image watermarking: A generative adversarial model approach with limited data. Multim. Tools Appl. Ali H. Shareef, Hajer Ghodhbani, Tarek M. Hamdani, Mounir Ben Ayed, Khmaies Ouahada, Habib Chabchoub, Adel M. Alimi
2024	J	`jnl`	A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification. Appl. Soft Comput. Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed
2024	J	`jnl`	A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs. Neurocomputing Jihene Tmamna, Rahma Fourati, Emna Ben Ayed, Leandro A. Passos, João P. Papa, Mounir Ben Ayed, Amir Hussain
2024	J	`jnl`	A novel IoT-based deep neural network for COVID-19 detection using a soft-attention mechanism. Multim. Tools Appl. Zeineb Fki, Boudour Ammar, Rahma Fourati, Hela Fendri, Amir Hussain, Mounir Ben Ayed
2024	J	`jnl`	Bare-Bones particle Swarm optimization-based quantization for fast and energy efficient convolutional neural networks. Expert Syst. J. Knowl. Eng. Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Amir Hussain, Mounir Ben Ayed
2024	J	`jnl`	ECG classification with learning ensemble based on symbolic discretization. Inf. Syst. Mariem Taktak, Hela Ltifi, Mounir Ben Ayed
2024	J	`jnl`	Graph-based machine learning model for weight prediction in protein-protein networks. BMC Bioinform. Hajer Akid, Kirsley Chennen, Gabriel Frey, Julie Dawn Thompson, Mounir Ben Ayed, Nicolas Lachiche
2024	J	`jnl`	Parameters Sensitivity Analysis of Ant Colony Based Clustering: Application for Student Grouping in Collaborative Learning Environment. IEEE Access Abir Abid, Ilhem Kallel, Javier J. Sánchez Medina, Mounir Ben Ayed
2024	J	`jnl`	Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey. Cogn. Comput. Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mandar Gogate, Tughrul Arslan, Amir Hussain, Mounir Ben Ayed
2024	B	`conf`	S2SDeepArr: Sequence To Sequence Deep Learning Architecture for Arrhythmia Detection Under the Inter-patient Paradigm. KES Wissal Midani, Wael Ouarda, Hela Ltifi, Mounir Ben Ayed
2024	J	`jnl`	Temporal-spatial transformer based motor imagery classification for BCI using independent component analysis. Biomed. Signal Process. Control. Adel Hameed, Rahma Fourati, Boudour Ammar, Amel Ksibi, Ala Saleh D. Alluhaidan, Mounir Ben Ayed, Hussain Kareem Khleaf
2024	J	`jnl`	Towards Automated Optimization of Residual Convolutional Neural Networks for Electrocardiogram Classification. Cogn. Comput. Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
2023	C	`conf`	A Hybrid Trust Update Solution for Dynamic Social IoT Trust Management Model. CoDIT Rim Magdich, Hanen Jemal, Mounir Ben Ayed
2023	C	`conf`	An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization. ISCC Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed
2023	B	`conf`	Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification. ICCCI Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed
2023	J	`jnl`	DeepArr: An investigative tool for arrhythmia detection using a contextual deep neural network from electrocardiograms (ECG) signals. Biomed. Signal Process. Control. Wissal Midani, Wael Ouarda, Mounir Ben Ayed
2023	—	`conf`	Res_1D_CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis. ICCCI (CCIS Volume) Wissal Midani, Wael Ouarda, Mounir Ben Ayed
2022	J	`jnl`	A complete framework for aspect-level and sentence-level sentiment analysis. Appl. Intell. Rim Chiha, Mounir Ben Ayed, Célia da Costa Pereira
2022	J	`jnl`	A novel biometric system for signature verification based on score level fusion approach. Multim. Tools Appl. Thameur Dhieb, Houcine Boubaker, Sourour Njah, Mounir Ben Ayed, Adel M. Alimi
2022	J	`jnl`	A resilient Trust Management framework towards trust related attacks in the Social Internet of Things. Comput. Commun. Rim Magdich, Hanen Jemal, Mounir Ben Ayed
2022	J	`jnl`	Agent-Based Intelligent Decision Support Systems: A Systematic Review. IEEE Trans. Cogn. Dev. Syst. Faten Khemakhem, Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed
2022	—	`conf`	Apprentissage automatique basé sur l'agrégation pour la prédiction de liens dans les réseaux d'interactions protéine-protéine. EGC Hajer Akid, Kirsley Chennen, Gabriel Frey, Julie Dawn Thompson, Mounir Ben Ayed, Nicolas Lachiche
2022	J	`jnl`	Bayesian model construction based on data-experts oriented approaches for assessing the phosphate effluents effects. Appl. Intell. Emna Benmohamed, Hela Ltifi, Mounir Ben Ayed
2022	J	`jnl`	Context-awareness trust management model for trustworthy communications in the social Internet of Things. Neural Comput. Appl. Rim Magdich, Hanen Jemal, Mounir Ben Ayed
2022	J	`jnl`	ITNO-K2PC: An improved K2 algorithm with information-theory-centered node ordering for structure learning. J. King Saud Univ. Comput. Inf. Sci. Emna Benmohamed, Hela Ltifi, Mounir Ben Ayed
2022	J	`jnl`	Interval Type-2 Beta Fuzzy Near Sets Approach to Content-Based Image Retrieval. IEEE Trans. Fuzzy Syst. Yosr Ghozzi, Nesrine Baklouti, Hani Hagras, Mounir Ben Ayed, Adel M. Alimi
2022	J	`jnl`	PSO-Based Adaptive Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (PSO-AHIT2FKRS) for Travel Route Guidance. IEEE Trans. Intell. Transp. Syst. Mariam Zouari, Nesrine Baklouti, Javier J. Sánchez Medina, Habib M. Kammoun, Mounir Ben Ayed, Adel M. Alimi
2022	J	`jnl`	Performance of NoSQL Graph Implementations of Star vs. Snowflake Schemas. IEEE Access Hajer Akid, Gabriel Frey, Mounir Ben Ayed, Nicolas Lachiche
2021	B	`conf`	A Multi-Agent system for road traffic decision making based on Hierarchical Interval Type-2 Fuzzy Knowledge Representation System. FUZZ-IEEE Mariam Zouari, Nesrine Baklouti, Habib M. Kammoun, Mounir Ben Ayed, Adel M. Alimi, Javier J. Sánchez Medina
2021	J	`jnl`	A New Neural Networks-Based Integrated Model for Aspect Extraction and Sentiment Classification. Int. J. Multim. Data Eng. Manag. Rim Chiha, Mounir Ben Ayed, Célia da Costa Pereira
2021	—	`conf`	ASAR 2021 Online Arabic Writer Identification Competition. ICDAR Workshops (1) Thameur Dhieb, Houcine Boubaker, Sourour Njah, Mounir Ben Ayed, Adel M. Alimi
2021	B	`conf`	An efficient Trust Related Attack Detection Model based on Machine Learning for Social Internet of Things. IWCMC Rim Magdich, Hanen Jemal, Chaima Nakti, Mounir Ben Ayed
2021	J	`jnl`	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. Thameur Dhieb, Houcine Boubaker, Wael Ouarda, Sourour Njah, Mounir Ben Ayed, Adel M. Alimi
2021	—	`conf`	Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization. ICONIP (6) Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed
2021	J	`jnl`	Optimization of Residual Convolutional Neural Network for Electrocardiogram Classification. CoRR Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
2020	J	`jnl`	Adapted Visual Analytics Process for Intelligent Decision-Making: Application in a Medical Context. Int. J. Inf. Technol. Decis. Mak. Hela Ltifi, Emna Benmohamed, Christophe Kolski, Mounir Ben Ayed
2020	Misc	`conf`	Deep learning for internet of things in fog computing: Survey and Open Issues. ATSIP Jihene Tmamna, Emna Ben Ayed, Mounir Ben Ayed
2020	J	`jnl`	Intelligent health monitoring system modeling based on machine learning and agent technology. Multiagent Grid Syst. Jihed Elouni, Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed
2020	J	`jnl`	Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges. Comput. Sci. Rev. Hela Ltifi, Christophe Kolski, Mounir Ben Ayed
2020	J	`jnl`	Towards a novel biometric system for forensic document examination. Comput. Secur. Thameur Dhieb, Sourour Njah, Houcine Boubaker, Wael Ouarda, Mounir Ben Ayed, Adel M. Alimi
2019	Misc	`conf`	A Novel Bayesian Network Structure Learning Algorithm: Best Parents-Children. ISKE Emna Benmohamed, Hela Ltifi, Mounir Ben Ayed
2019	J	`jnl`	A Predictive Visual Analytics Evaluation Approach Based on Adaptive Neuro-Fuzzy Inference System. Comput. J. Saber Amri, Hela Ltifi, Mounir Ben Ayed
2019	—	`conf`	Deep Bidirectional Long Short-Term Memory for Online Arabic Writer Identification Based on Beta-Elliptic Model. ASAR@ICDAR Thameur Dhieb, Houcine Boubaker, Wael Ouarda, Mounir Ben Ayed, Adel M. Alimi
2019	B	`conf`	Design of Remote Heart Monitoring System for Cardiac Patients. AINA Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed
2019	J	`jnl`	Information and communication technologies for the improvement of the irrigation scheduling. Int. J. Sens. Networks Mohamed Ali Fourati, Walid Chebbi, Mounir Ben Ayed, Anas Kamoun
2019	J	`jnl`	Morphological Convolutional Neural Network Architecture for Digit Recognition. IEEE Trans. Neural Networks Learn. Syst. Dorra Mellouli, Tarek M. Hamdani, Javier J. Sánchez Medina, Mounir Ben Ayed, Adel M. Alimi
2019	J	`jnl`	Multi-agent based intuitionistic fuzzy logic healthcare decision support system. J. Intell. Fuzzy Syst. Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
2019	—	`conf`	Supervised Machine Learning Approach for Subjectivity/Objectivity Classification of Social Data. EMCIS Rim Chiha, Mounir Ben Ayed
2019	—	`conf`	Trust Management Model Based on Mutual Evaluation Method for the Social Internet of Things. EMCIS Rim Magdich, Hanen Jemal, Mounir Ben Ayed
2018	J	`jnl`	A UI-DSPL Approach for the Development of Context-Adaptable User Interfaces. IEEE Access Thouraya Sboui, Mounir Ben Ayed, Adel M. Alimi
2018	J	`jnl`	An Evolutionary Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (EHIT2FKRS) for Travel Route Assignment. CoRR Mariam Zouari, Nesrine Baklouti, Javier J. Sánchez Medina, Mounir Ben Ayed, Adel M. Alimi
2018	J	`jnl`	An Online Writer Identification System based on Beta-Elliptic Model and Fuzzy Elementary Perceptual Codes. CoRR Thameur Dhieb, Sourour Njah, Houcine Boubaker, Wael Ouarda, Mounir Ben Ayed, Adel M. Alimi
2018	J	`jnl`	Fuzzy logic-based evaluation of visualizations generated by intelligent decision support systems. Inf. Vis. Hela Ltifi, Saber Amri, Mounir Ben Ayed
2018	J	`jnl`	Interval type-2 Beta Fuzzy Near set based approach to content based image retrieval. CoRR Yosr Ghozzi, Nesrine Baklouti, Hani Hagras, Mounir Ben Ayed, Adel M. Alimi
2018	B	`conf`	Machine learning with Internet of Things data for risk prediction: Application in ESRD. RCIS Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
2018	B	`conf`	Risk Prediction in Smart Home Care. AINA Zeineb Fki, Boudour Ammar, Mounir Ben Ayed
2017	—	`conf`	A Meta-model for Run Time Adaptation in a UI-DSPL process. BCS HCI Thouraya Sboui, Mounir Ben Ayed, Adel M. Alimi
2017	—	`ch.`	Addressing Context-Awareness in User Interface Software Product Lines (UI-SPL) Approaches. Human Centered Software Product Lines Thouraya Sboui, Mounir Ben Ayed, Adel M. Alimi
2017	Misc	`conf`	Comprehensive evaluation method of visual analytics tools based on fuzzy theory and artificial neural network. ISKE Saber Amri, Hela Ltifi, Mounir Ben Ayed
2017	J	`jnl`	Enhanced Decision Support Systems in Intensive Care Unit Based on Intuitionistic Fuzzy Sets. Adv. Fuzzy Syst. Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
2017	B	`conf`	Hierarchical interval type-2 beta fuzzy knowledge representation system for path preference planning. FUZZ-IEEE Mariam Zouari, Nesrine Baklouti, Habib M. Kammoun, Javier J. Sánchez Medina, Mounir Ben Ayed, Adel M. Alimi
2017	Misc	`conf`	Modeling of distributed visual knowledge discovery from data process. ISKE Hamdi Ellouzi, Mounir Ben Ayed, Hela Ltifi
2017	—	`conf`	Morph-CNN: A Morphological Convolutional Neural Network for Image Classification. ICONIP (2) Dorra Mellouli, Tarek M. Hamdani, Mounir Ben Ayed, Adel M. Alimi
2017	J	`jnl`	Multi-agent modelling of decision support systems based on visual data mining. Multiagent Grid Syst. Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed
2017	C	`conf`	Selecting Relevant Educational Attributes for Predicting Students' Academic Performance. ISDA Abir Abid, Ilhem Kallel, Ignacio J. Blanco, Mounir Ben Ayed
2016	J	`jnl`	A quality model for the evaluation of decision support systems based on a knowledge discovery from data process. J. Decis. Syst. Emna Ben Ayed, Mounir Ben Ayed
2016	Misc	`conf`	A visual modeling of knowledge for decision-making. IVCNZ Jihed Elouni, Hela Ltifi, Mounir Ben Ayed, Mohamed Masmoudi
2016	J	`jnl`	An enhanced healthcare system in mobile cloud computing environment. Vietnam. J. Comput. Sci. Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
2016	J	`jnl`	An ontologist feedback driven ontology evolution with an adaptive multi-agent system. Adv. Eng. Informatics Souad Benomrane, Zied Sellami, Mounir Ben Ayed
2016	C	`conf`	Data Fusion Classification Method Based on Multi Agents System. ISDA Elhoucine Benboussada, Mounir Ben Ayed, Adel M. Alimi
2016	J	`jnl`	Enhanced visual data mining process for dynamic decision-making. Knowl. Based Syst. Hela Ltifi, Emna Benmohamed, Christophe Kolski, Mounir Ben Ayed
2016	B	`conf`	Evolving ontologies using an adaptive multi-agent system based on ontologist-feedback. RCIS Souad Benomrane, Zied Sellami, Mounir Ben Ayed
2016	C	`conf`	GENUS: An ETL tool treating the Big Data Variety. AICCSA Salwa Souissi, Mounir Ben Ayed
2016	J	`jnl`	Interactive visual knowledge discovery from data-based temporal decision support system. Inf. Vis. Hela Ltifi, Emna Ben Mohamed, Mounir Ben Ayed
2016	—	`conf`	Teamwork construction in E-learning system: A systematic literature review. ITHET Abir Abid, Ilhem Kallel, Mounir Ben Ayed
2016	C	`conf`	Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment. ISDA Jihed Elouni, Hela Ltifi, Mounir Ben Ayed, Mohamed Masmoudi
2016	C	`conf`	Towards NoSQL Graph Data Warehouse for Big Social Data Analysis. ISDA Hajer Akid, Mounir Ben Ayed
2016	C	`conf`	Towards a Medical Intensive Care Unit Decision Support System Based on Intuitionistic Fuzzy Logic. ISDA Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
2016	C	`conf`	Towards an Approach Based on Ontology for Semantic-Temporal Modeling of Social Network Data. ISDA Rim Chiha, Mounir Ben Ayed
2016	—	`ch.`	Visual Intelligent Decision Support Systems in the Medical Field: Design and Evaluation. Machine Learning for Health Informatics Hela Ltifi, Mounir Ben Ayed
2016	Misc	`conf`	Visual intelligent remote healthcare monitoring system using multi-agent technology. ATSIP Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed
2015	C	`conf`	Adaptive security for Cloud data warehouse as a service. ICIS Emna Guermazi, Mounir Ben Ayed, Hanêne Ben-Abdallah
2015	—	`conf`	An Adaptive Multi-Agent System for Ontology Co-evolution. ICAART (1) Souad Benomrane, Zied Sellami, Mounir Ben Ayed, Adel M. Alimi
2015	C	`conf`	Cloud computing and mobile devices based system for healthcare application. ISTAS Hanen Jemal, Zied Kechaou, Mounir Ben Ayed, Adel M. Alimi
2015	J	`jnl`	Combination of cognitive and HCI modeling for the design of KDD-based DSS used in dynamic situations. Decis. Support Syst. Hela Ltifi, Christophe Kolski, Mounir Ben Ayed
2015	C	`conf`	Knowledge Visualization Model for Intelligent Dynamic Decision-Making. HIS Jihed Elouni, Hela Ltifi, Mounir Ben Ayed
2015	C	`conf`	MRI brain tumor classification using Support Vector Machines and meta-heuristic method. ISDA Ahmed Kharrat, Mohamed Ben Halima, Mounir Ben Ayed
2015	—	`conf`	Mobile Cloud Computing in Healthcare System. ICCCI (2) Hanen Jemal, Zied Kechaou, Mounir Ben Ayed, Adel M. Alimi
2015	C	`conf`	Modeling a secure cloud data warehouse with SoaML. IAS Emna Guermazi, Hanêne Ben-Abdallah, Mounir Ben Ayed
2015	C	`conf`	Multi-agent Architecture for Visual Intelligent Remote Healthcare Monitoring System. HIS Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed
2015	C	`conf`	New Multi-Agent architecture of visual Intelligent Decision Support Systems application in the medical field. AICCSA Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed
2015	C	`conf`	Towards an intelligent evaluation method of medical data visualizations. ISDA Saber Amri, Hela Ltifi, Mounir Ben Ayed
2015	C	`conf`	Using Bloom's taxonomy to enhance interactive concentric circles representation. AICCSA Emna Ben Mohamed, Hela Ltifi, Mounir Ben Ayed
2014	J	`jnl`	A survey of data warehouse security. Ingénierie des Systèmes d Inf. Emna Guermazi, Mounir Ben Ayed, Hanêne Ben-Abdallah
2014	—	`conf`	Swarm intelligence and multi agent system in healthcare. SoCPaR Hanen Jemal, Zied Kechaou, Mounir Ben Ayed
2014	—	`conf`	Towards a dynamic knowledge base based on ontology for clinical decision support system. SoCPaR Souad Benomrane, Mounir Ben Ayed
2014	—	`conf`	Using dynamic Bayesian networks for the prediction of mental deficiency in children with down syndrome. SoCPaR Houssem Turki, Mounir Ben Ayed, Adel M. Alimi
2013	J	`jnl`	A human-centred design approach for developing dynamic decision support system based on knowledge discovery in databases. J. Decis. Syst. Hela Ltifi, Christophe Kolski, Mounir Ben Ayed, Adel M. Alimi
2013	B	`conf`	Dynamic MMHC: A Local Search Algorithm for Dynamic Bayesian Network Structure Learning. IDA Ghada Trabelsi, Philippe Leray, Mounir Ben Ayed, Adel M. Alimi
2013	C	`conf`	Using visualization techniques in knowledge discovery process for decision making. HIS Emna Ben Mohamed, Hela Ltifi, Mounir Ben Ayed
2012	J	`jnl`	Dynamic Decision Support System Based on Bayesian Networks Application to fight against the Nosocomial Infections CoRR Hela Ltifi, Ghada Trabelsi, Mounir Ben Ayed, Adel M. Alimi
2012	J	`jnl`	Perspective Wall Technique for Visualizing and Interpreting Medical Data. Int. J. Knowl. Discov. Bioinform. Hela Ltifi, Mounir Ben Ayed, Ghada Trabelsi, Adel M. Alimi
2012	—	`conf`	Using Perspective Wall to Visualize Medical Data in the Intensive Care Unit. ICDM Workshops Hela Ltifi, Mounir Ben Ayed, Ghada Trabelsi, Adel M. Alimi
2010	J	`jnl`	A user-centered approach for the design and implementation of KDD-based DSS: A case study in the healthcare domain. Decis. Support Syst. Mounir Ben Ayed, Hela Ltifi, Christophe Kolski, Adel M. Alimi
2010	—	`conf`	Human-centred design approach applied to medical dynamic DSS. IFAC HMS Hela Ltifi, Christophe Kolski, Mounir Ben Ayed, Adel M. Alimi
2010	—	`conf`	Système d'extraction des connaissances à partir des données temporelles basé sur les Réseaux Bayésiens Dynamiques. EGC Ghada Trabelsi, Mounir Ben Ayed, Adel M. Alimi
2009	C	`conf`	HCI-enriched approach for DSS development: the UP/U approach. ISCC Hela Ltifi, Mounir Ben Ayed, Christophe Kolski, Adel M. Alimi
2009	C	`conf`	Survey of information visualization techniques for exploitation in KDD. AICCSA Hela Ltifi, Mounir Ben Ayed, Adel M. Alimi, Sophie Lepreux
2005	—	`conf`	Convergence possible des processus du data mining et de conception-évaluation d'IHM: adaptation du modèle en U. IHM Mohammed Ali Lajnef, Mounir Ben Ayed, Christophe Kolski