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Hela Ltifi

Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction
2023 · Samar Bouazizi, Hela Ltifi · Decision Support Systems · 81
A user-centered approach for the design and implementation of KDD-based DSS: A case study in the healthcare domain
2010 · Mounir Ben Ayed, Hela Ltifi, et al. · Decision Support Systems · 68
Agent-Based Intelligent Decision Support Systems: A Systematic Review
2020 · Faten Khemakhem, Hamdi Ellouzi, et al. · IEEE Transactions on Cognitive and Developmental Systems · 59
Deep Learning and Machine Learning for Malaria Detection: Overview, Challenges and Future Directions
2023 · Imen Jdey, Ghazala Hcini, et al. · International Journal of Information Technology & Decision Making · 57
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A human-centred design approach for developing dynamic decision support system based on knowledge discovery in databases
2013 · Hela Ltifi, Christophe Kolski, et al. · Journal of Decision System · 45
Dynamic Decision Support System Based on Bayesian Networks
2012 · Hela Ltifi, Ghada Trabelsi, et al. · INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN ARTIFICIAL INTELLIGENCE · 38
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Enhanced visual data mining process for dynamic decision-making
2016 · Hela Ltifi, Emna Benmohamed, et al. · Knowledge-Based Systems · 35
Survey of information visualization techniques for exploitation in KDD
2009 · Hela Ltifi, Mounir Ben Ayed, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 35
Echo State Network Optimization: A Systematic Literature Review
2023 · Rebh Soltani, Emna Benmohamed, et al. · Neural Processing Letters · 28
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Combination of cognitive and HCI modeling for the design of KDD-based DSS used in dynamic situations
2015 · Hela Ltifi, Christophe Kolski, et al. · Decision Support Systems · 27
Adapted Visual Analytics Process for Intelligent Decision-Making: Application in a Medical Context
2019 · Hela Ltifi, Emna Benmohamed, et al. · International Journal of Information Technology & Decision Making · 26
Improving Malaria Detection Using L1 Regularization Neural Network
2022 · Ghazala Hcini, Imen Jdey, et al. · JUCS - Journal of Universal Computer Science · 24
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Design of Remote Heart Monitoring System for Cardiac Patients
2019 · Afef Benjemmaa, Hela Ltifi, et al. · Advances in intelligent systems and computing · 24
Multi-agent modelling of decision support systems based on visual data mining
2017 · Hamdi Ellouzi, Hela Ltifi, et al. · Multiagent and Grid Systems · 22
Interactive visual knowledge discovery from data-based temporal decision support system
2015 · Hela Ltifi, Emna Ben Mohamed, et al. · Information Visualization · 21
Newman-Watts-Strogatz topology in deep echo state networks for speech emotion recognition
2024 · Rebh Soltani, Emna Benmohamed, et al. · Engineering Applications of Artificial Intelligence · 20
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction
2023 · Samar Bouazizi, Hela Ltifi · Information Systems · 20
New Multi-Agent architecture of visual Intelligent Decision Support Systems application in the medical field
2015 · Hamdi Ellouzi, Hela Ltifi, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 20
Bayesian Hyperparameter Optimization of Deep Neural Network Algorithms Based on Ant Colony Optimization
2021 · Sinda Jlassi, Imen Jdey, et al. · Lecture notes in computer science · 18
Multi-agent Architecture for Visual Intelligent Remote Healthcare Monitoring System
2015 · Afef Ben Jemmaa, Hela Ltifi, et al. · Advances in intelligent systems and computing · 18
HCI-enriched approach for DSS development: the UP/U approach
2009 · Hela Ltifi, Mounir Ben Ayed, et al. · IEEE Symposium on Computers and Communications (ISCC) · 18
Using visualization techniques in knowledge discovery process for decision making
2013 · Emna Ben Mohamed, Hela Ltifi, et al. · International Conference on Hybrid Intelligent Systems (HIS) · 17
Intelligent health monitoring system modeling based on machine learning and agent technology
2020 · Jihed Elouni, Hamdi Ellouzi, et al. · Multiagent and Grid Systems · 15
Fuzzy logic–based evaluation of visualizations generated by intelligent decision support systems
2016 · Hela Ltifi, Saber Amri, et al. · Information Visualization · 15
Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges
2020 · Hela Ltifi, Christophe Kolski, et al. · Computer Science Review · 14
Works count: 139
Citation count: 1,053
H-index: 18
I10-index: 29
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