Hela Ltifi

Decis. Support Syst., March, 2024

ECG classification with learning ensemble based on symbolic discretization.

[BibT_eX]

[DOI]

Mariem Taktak

Inf. Syst., February, 2024

Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction.

[BibT_eX]

[DOI]

Inf. Syst., February, 2024

Newman-Watts-Strogatz topology in deep echo state networks for speech emotion recognition.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

Deep learning-based Soft word embedding approach for sentiment analysis.

[BibT_eX]

[DOI]

Chafika Ouni

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

S2SDeepArr: Sequence To Sequence Deep Learning Architecture for Arrhythmia Detection Under the Inter-patient Paradigm.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Inception residual network for brain tumor segmentation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Intelligent Environments, 2024

Ensemble Multi-task Learning Approach for Explainable EEG-Based Stroke Prediction.

[BibT_eX]

[DOI]

Salma Nbili

Proceedings of the Pattern Recognition - 27th International Conference, 2024

On the Effect of Quantization on Deep Neural Networks Performance.

[BibT_eX]

[DOI]

Jihene Tmamna

Rahma Fourati

Proceedings of the Advances in Computational Collective Intelligence, 2024

Temporal Focal Modulation Networks for EEG-Based Cross-Subject Motor Imagery Classification.

[BibT_eX]

[DOI]

Adel Hameed

Rahma Fourati

Boudour Ammar

Javier Sanchez-Medina

Proceedings of the Advances in Computational Collective Intelligence, 2024

A Multi-view Spatio-Temporal EEG Feature Learning for Cross-Subject Motor Imagery Classification.

[BibT_eX]

[DOI]

Adel Hameed

Rahma Fourati

Boudour Ammar

Javier J. Sánchez Medina

Proceedings of the Advances in Computational Collective Intelligence, 2024

New Methodology for Attack Patterns Classification in Deep Brain Stimulation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Collective Intelligence, 2024

Hybrid Quanvolutional Echo State Network for Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

A 3D Deep CNN Network-based Data Hiding Scheme for Images.

[BibT_eX]

[DOI]

Mounir Telli

Proceedings of the 10th International Conference on Control, 2024

Enhanced Brain Tumor Detection Using Integrated CNN-ViT Framework: A Novel Approach for High-Precision Medical Imaging Analysis.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Control, 2024

Optimizing Facial Detection Using Hybrid HOG-SVM Method.

[BibT_eX]

[DOI]

Nabila Daly

Proceedings of the 10th International Conference on Control, 2024

2023

Echo State Network Optimization: A Systematic Literature Review.

[BibT_eX]

[DOI]

Neural Process. Lett., December, 2023

Neural style transfer generative adversarial network (NST-GAN) for facial expression recognition.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., December, 2023

Enhancing EEG-based emotion recognition using PSD-Grouped Deep Echo State Network.

[BibT_eX]

[DOI]

J. Univers. Comput. Sci., October, 2023

Decision-making based on an improved visual analytics approach for emotion prediction.

[BibT_eX]

[DOI]

Intell. Decis. Technol., 2023

An ensemble learning algorithm based on discretized Time Series: application on smartphone-inertial measurement.

[BibT_eX]

[DOI]

Mariem Taktak

Slim Triki

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

DI-ESN: Dual Input-Echo State Network for Time Series Forecasting.

[BibT_eX]

[DOI]

Chafika Ouni

Proceedings of the International Symposium on Networks, Computers and Communications, 2023

A Novel Approach of ESN Reservoir Structure Learning for Improved Predictive Performance.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2023

An Improved Approach for Parkinson's Disease Classification Based on Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Collective Intelligence, 2023

HSV-Net: A Custom CNN for Malaria Detection with Enhanced Color Representation.

[BibT_eX]

[DOI]

Ghazala Hcini

Proceedings of the International Conference on Cyberworlds, 2023

2022

Agent-Based Intelligent Decision Support Systems: A Systematic Review.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2022

A hybrid model based on bidirectional long-short term memory and support vector machine for rest tremor classification.

[BibT_eX]

[DOI]

Signal Image Video Process., 2022

Improving Malaria Detection Using L1 Regularization Neural Network.

[BibT_eX]

[DOI]

Ghazala Hcini

J. Univers. Comput. Sci., 2022

ITNO-K2PC: An improved K2 algorithm with information-theory-centered node ordering for structure learning.

[BibT_eX]

[DOI]

J. King Saud Univ. Comput. Inf. Sci., 2022

Bayesian model construction based on data-experts oriented approaches for assessing the phosphate effluents effects.

[BibT_eX]

[DOI]

Appl. Intell., 2022

An Improved Multi-image Steganography Model Based on Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Mounir Telli

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

An Improved Model for Semantic Segmentation of Brain Lesions Using CNN 3D.

[BibT_eX]

[DOI]

Ala Guennich

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

Optimized Echo State Network based on PSO and Gradient Descent for Choatic Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

A Hybrid Model based on Convolutional Neural Networks and Long Short-term Memory for Rest Tremor Classification.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

k-means and fuzzy c-means fusion for object clustering.

[BibT_eX]

[DOI]

Ashraf Heni

Proceedings of the 8th International Conference on Control, 2022

A Novel Deep Multi-Task Learning to Sensing Student Engagement in E-Learning Environments.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE/ACS International Conference on Computer Systems and Applications, 2022

2021

Bayesian Hyperparameter Optimization of Deep Neural Network Algorithms Based on Ant Colony Optimization.

[BibT_eX]

[DOI]

Sinda Jlassi

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Improved Visual Analytic Process Under Cognitive Aspects.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Networking and Applications, 2021

2020

Intelligent health monitoring system modeling based on machine learning and agent technology.

[BibT_eX]

[DOI]

Multiagent Grid Syst., 2020

Adapted Visual Analytics Process for Intelligent Decision-Making: Application in a Medical Context.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Decis. Mak., 2020

Survey on Visualization and Visual Analytics pipeline-based models: Conceptual aspects, comparative studies and challenges.

[BibT_eX]

[DOI]

Christophe Kolski

Comput. Sci. Rev., 2020

2019

A Predictive Visual Analytics Evaluation Approach Based on Adaptive Neuro-Fuzzy Inference System.

[BibT_eX]

[DOI]

Comput. J., 2019

A Novel Bayesian Network Structure Learning Algorithm: Best Parents-Children.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Design of Remote Heart Monitoring System for Cardiac Patients.

[BibT_eX]

[DOI]

Afef Ben Jemmaa

Proceedings of the Advanced Information Networking and Applications, 2019

Facial Expression Recognition using Convolution Neural Network Enhancing with Pre-Processing Stages.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

2018

Fuzzy logic-based evaluation of visualizations generated by intelligent decision support systems.

[BibT_eX]

[DOI]

Inf. Vis., 2018

2017

Multi-agent modelling of decision support systems based on visual data mining.

[BibT_eX]

[DOI]

Multiagent Grid Syst., 2017

Modeling of distributed visual knowledge discovery from data process.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Comprehensive evaluation method of visual analytics tools based on fuzzy theory and artificial neural network.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

2016

Visual Intelligent Decision Support Systems in the Medical Field: Design and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Health Informatics, 2016

Enhanced visual data mining process for dynamic decision-making.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

Interactive visual knowledge discovery from data-based temporal decision support system.

[BibT_eX]

[DOI]

Inf. Vis., 2016

A visual modeling of knowledge for decision-making.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Image and Vision Computing New Zealand, 2016

Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2016

Visual intelligent remote healthcare monitoring system using multi-agent technology.

[BibT_eX]

[DOI]

Afef Ben Jemmaa

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Contribution to the design and evaluation of visual intelligent Decision Support Systems, application to the healthcare domain. (Contribution à la conception et l'évaluation des systèmes intelligents visuels d'aide à la décision, application dans le domaine médical).

[BibT_eX]

[DOI]

, 2016

2015

Combination of cognitive and HCI modeling for the design of KDD-based DSS used in dynamic situations.

[BibT_eX]

[DOI]

Christophe Kolski

Decis. Support Syst., 2015

Towards an intelligent evaluation method of medical data visualizations.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Intelligent Systems Design and Applications, 2015

Multi-agent Architecture for Visual Intelligent Remote Healthcare Monitoring System.

[BibT_eX]

[DOI]

Afef Ben Jemmaa

Proceedings of the Hybrid Intelligent Systems, 2015

Knowledge Visualization Model for Intelligent Dynamic Decision-Making.

[BibT_eX]

[DOI]

Jihed Elouni

Proceedings of the Hybrid Intelligent Systems, 2015

Using Bloom's taxonomy to enhance interactive concentric circles representation.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

New Multi-Agent architecture of visual Intelligent Decision Support Systems application in the medical field.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2013

A human-centred design approach for developing dynamic decision support system based on knowledge discovery in databases.

[BibT_eX]

[DOI]

J. Decis. Syst., 2013

Using visualization techniques in knowledge discovery process for decision making.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013

2012

Perspective Wall Technique for Visualizing and Interpreting Medical Data.

[BibT_eX]

[DOI]

Int. J. Knowl. Discov. Bioinform., 2012

Dynamic Decision Support System Based on Bayesian Networks Application to fight against the Nosocomial Infections

[BibT_eX]

[DOI]

CoRR, 2012

Using Perspective Wall to Visualize Medical Data in the Intensive Care Unit.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011

Démarche centrée utilisateur pour la conception de SIAD basés sur un processus d'Extraction de Connaissances à partir de Données, Application à la lutte contre les infections nosocomiales. (User-centred approach for the design of decision support systems based on knowledge discovery in databases process, application to the fight against nosocomial infections).

[BibT_eX]

[DOI]