A user-centered approach for the design and implementation of KDD-based DSS: A case study in the healthcare domain MB Ayed, H Ltifi, C Kolski, AM Alimi Decision Support Systems 50 (1), 64-78, 2010 | 92 | 2010 |
Dynamic decision support system based on bayesian networks application to fight against the nosocomial infections H Ltifi, G Trabelsi, MB Ayed, AM Alimi arXiv preprint arXiv:1211.2126, 2012 | 52 | 2012 |
A human-centred design approach for developing dynamic decision support system based on knowledge discovery in databases H Ltifi, C Kolski, MB Ayed, AM Alimi Journal of Decision Systems 22 (2), 69-96, 2013 | 48 | 2013 |
Enhanced visual data mining process for dynamic decision-making H Ltifi, E Benmohamed, C Kolski, MB Ayed Knowledge-Based Systems 112, 166-181, 2016 | 46 | 2016 |
Survey of information visualization techniques for exploitation in KDD H Ltifi, MB Ayed, AM Alimi, S Lepreux 2009 IEEE/ACS International Conference on Computer Systems and Applications …, 2009 | 42 | 2009 |
Interactive visual knowledge discovery from data-based temporal decision support system H Ltifi, E Ben Mohamed, M ben Ayed Information Visualization 15 (1), 31-50, 2016 | 35 | 2016 |
Adapted visual analytics process for intelligent decision-making: application in a medical context H Ltifi, E Benmohamed, C Kolski, M Ben Ayed International journal of information technology & decision making 19 (01 …, 2020 | 26 | 2020 |
Design of remote heart monitoring system for cardiac patients A Benjemmaa, H Ltifi, MB Ayed Advanced Information Networking and Applications: Proceedings of the 33rd …, 2020 | 25 | 2020 |
Agent-based intelligent decision support systems: a systematic review F Khemakhem, H Ellouzi, H Ltifi, MB Ayed IEEE Transactions on Cognitive and Developmental Systems 14 (1), 20-34, 2020 | 21 | 2020 |
Combination of cognitive and HCI modeling for the design of KDD-based DSS used in dynamic situations H Ltifi, C Kolski, MB Ayed Decision Support Systems 78, 51-64, 2015 | 21 | 2015 |
Deep learning and machine learning for Malaria detection: overview, challenges and future directions I Jdey, G Hcini, H Ltifi arXiv preprint arXiv:2209.13292, 2022 | 20 | 2022 |
Multi-agent architecture for visual intelligent remote healthcare monitoring system AB Jemmaa, H Ltifi, MB Ayed Hybrid Intelligent Systems: 15th International Conference HIS 2015 on Hybrid …, 2016 | 19 | 2016 |
New multi-agent architecture of visual intelligent decision support systems application in the medical field H Ellouzi, H Ltifi, MB Ayed 2015 IEEE/ACS 12th international conference of computer systems and …, 2015 | 19 | 2015 |
Using visualization techniques in knowledge discovery process for decision making EB Mohamed, H Ltifi, MB Ayed 13th International Conference on Hybrid Intelligent Systems (HIS), 94-99, 2013 | 19 | 2013 |
Multi-agent modelling of decision support systems based on visual data mining H Ellouzi, H Ltifi, M Ben Ayed Multiagent and Grid Systems 13 (1), 31-45, 2017 | 18 | 2017 |
HCI-enriched approach for DSS development: the UP/U approach H Ltifi, MB Ayed, C Kolski, AM Alimi 2009 IEEE Symposium on Computers and Communications, 895-900, 2009 | 18 | 2009 |
Using perspective wall to visualize medical data in the Intensive Care Unit H Ltifi, MB Ayed, G Trabelsi, AM Alimi 2012 IEEE 12th international conference on data mining workshops, 72-78, 2012 | 17 | 2012 |
Improving Malaria Detection Using L1 RegularizationNeural Network HL Ghazala Hcini, Imen Jdey Journal of Universal Computer Science 28 (10), 1087-1107, 2022 | 13* | 2022 |
Intelligent health monitoring system modeling based on machine learning and agent technology J Elouni, H Ellouzi, H Ltifi, MB Ayed Multiagent and Grid Systems 16 (2), 207-226, 2020 | 12 | 2020 |
Bayesian hyperparameter optimization of deep neural network algorithms based on ant colony optimization S Jlassi, I Jdey, H Ltifi Document Analysis and Recognition–ICDAR 2021: 16th International Conference …, 2021 | 11 | 2021 |