Hela Ltifi - RankMe

98 papers B 10C 22Misc 6Journal 36Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Novel Hybrid Deep Learning Model for Context-Aware Subjectivity Classification of Textual Data. ICAART (4) Rim Chiha, Radhia Toujani, Hela Ltifi
2026	—	`conf`	I-SteganoGAN++: Fusion-Encoder and Dual-Attention Decoder for High-Capacity Generative Steganography. ICAART (4) Mounir Telli, Mohamed Othmani, Hela Ltifi
2025	B	`conf`	A Comprehensive Review of Noise Removal Techniques in ECG Signal Processing. KES Wissal Midani, Hela Ltifi, Mounir Ben Ayed
2025	B	`conf`	A Federated Multi-Model DL Framework for Early Alzheimer's Disease Prediction with Preserving and Explainability Features. KES Safa Jraba, Mohamed Elleuch, Hela Ltifi, Monji Kherallah
2025	J	`jnl`	A new parallel-path ConvMixer neural network for predicting neurodegenerative diseases from gait analysis. Medical Biol. Eng. Comput. Jihen Fourati, Mohamed Othmani, Khawla Ben Salah, Hela Ltifi
2025	B	`conf`	Adaptive Weight Learning with PSO for Filter Pruning in Deep Learning Models. IJCNN Jihene Tmamna, Rahma Fourati, Hela Ltifi
2025	J	`jnl`	Advanced Brain Tumor Segmentation With a Multiscale CNN and Conditional Random Fields. IEEE Access Ala Guennich, Mohamed Othmani, Hela Ltifi
2025	C	`conf`	Attention-Optimized Fusion of Multiple Data Modalities for Psychological Disorder Assessment. CoDIT Slah Rabaoui, Samar Bouazizi, Hela Ltifi
2025	—	`conf`	Comparative Analysis of CNNs and Vision Transformer Models for Brain Tumor Detection. ICAART (3) Safa Jraba, Mohamed Elleuch, Hela Ltifi, Monji Kherallah
2025	—	`conf`	Enhanced YOLOv8 Framework for Early Detection of Alzheimer's Disease Using MRI Scans. ICAART (3) Safa Jraba, Mohamed Elleuch, Hela Ltifi, Monji Kherallah
2025	C	`conf`	Explainable Graph Neural Networks for Psychiatry Disorder Diagnosis Using Brain Networks. CoDIT Nesrine Jellali, Rebh Soltani, Hela Ltifi
2025	J	`jnl`	Explainable Grouped Deep Echo State Network for EEG-based emotion recognition. Soft Comput. Samar Bouazizi, Hela Ltifi
2025	B	`conf`	Exploring Feature Extraction Techniques and SVM for Facial Recognition with Image Generation Using Diffusion Models. ENASE Nabila Daly, Faten Khemakhem, Hela Ltifi
2025	—	`conf`	Federated Machine Learning Framework for Soil Classification in Smart Agriculture. ICAART (3) Marwen Ghabi, Sofiane Khalfallah, Hela Ltifi
2025	—	`conf`	Interpretable Brain Network Analysis for Psychiatric Diagnosis Using Fuzzy Logic. PRICAI (4) Nesrine Jellali, Rebh Soltani, Hela Ltifi
2025	C	`conf`	Interpretable Fuzzy-ELSTM Framework for EEG-Based Stroke Prediction. CoDIT Noura Salhi, Samar Bouazizi, Hela Ltifi
2025	C	`conf`	Predicting Household electricity Consumption with Machine Learning and Smart Meter Data. CoDIT Houda Khelifi, Sofiane Khalfallah, Hela Ltifi
2025	B	`conf`	Prompt-Driven Knowledge Retrieval in Arabic Medical Agents via Graph-RAG and LLM. PRICAI Ahlem Khlifi, Rebh Soltani, Hela Ltifi
2025	J	`jnl`	Quantum-enhanced cortical deep echo state network for fast and accurate speech emotion recognition. Quantum Mach. Intell. Rebh Soltani, Emna Benmohamed, Hela Ltifi
2025	—	`conf`	Refining High-Quality Labels Using Large Language Models to Enhance Node Classification in Graph Echo State Network. ICAART (2) Ikhlas Bargougui, Rebh Soltani, Hela Ltifi
2025	J	`jnl`	Topology-adaptive Bayesian optimization for deep ring echo state networks in speech emotion recognition. Neural Comput. Appl. Rebh Soltani, Emna Benmohamed, Hela Ltifi
2024	C	`conf`	A 3D Deep CNN Network-based Data Hiding Scheme for Images. CoDIT Mounir Telli, Mohamed Othmani, Hela Ltifi
2024	—	`conf`	A Multi-view Spatio-Temporal EEG Feature Learning for Cross-Subject Motor Imagery Classification. ICCCI (CCIS Volume 2) Adel Hameed, Rahma Fourati, Boudour Ammar, Javier J. Sánchez Medina, Hela Ltifi
2024	J	`jnl`	A new approach to video steganography models with 3D deep CNN autoencoders. Multim. Tools Appl. Mounir Telli, Mohamed Othmani, Hela Ltifi
2024	J	`jnl`	Deep Learning and Machine Learning for Malaria Detection: Overview, Challenges and Future Directions. Int. J. Inf. Technol. Decis. Mak. Imen Jdey, Ghazala Hcini, Hela Ltifi
2024	B	`conf`	Deep learning-based Soft word embedding approach for sentiment analysis. KES Chafika Ouni, Emna Benmohamed, Hela Ltifi
2024	J	`jnl`	ECG classification with learning ensemble based on symbolic discretization. Inf. Syst. Mariem Taktak, Hela Ltifi, Mounir Ben Ayed
2024	C	`conf`	Enhanced Brain Tumor Detection Using Integrated CNN-ViT Framework: A Novel Approach for High-Precision Medical Imaging Analysis. CoDIT Safa Jraba, Mohamed Elleuch, Hela Ltifi, Monji Kherallah
2024	J	`jnl`	Enhancing accuracy and interpretability in EEG-based medical decision making using an explainable ensemble learning framework application for stroke prediction. Decis. Support Syst. Samar Bouazizi, Hela Ltifi
2024	—	`conf`	Ensemble Multi-task Learning Approach for Explainable EEG-Based Stroke Prediction. ICPR (8) Salma Nbili, Samar Bouazizi, Hela Ltifi
2024	—	`conf`	Hybrid Quanvolutional Echo State Network for Time Series Prediction. ICAART (2) Rebh Soltani, Emna Benmohamed, Hela Ltifi
2024	Misc	`conf`	Inception residual network for brain tumor segmentation. IE Jihen Fourati, Mohamed Othmani, Khawla Ben Salah, Hela Ltifi
2024	—	`conf`	New Methodology for Attack Patterns Classification in Deep Brain Stimulation. ICCCI (CCIS Volume 2) Jihen Fourati, Mohamed Othmani, Hela Ltifi
2024	J	`jnl`	Newman-Watts-Strogatz topology in deep echo state networks for speech emotion recognition. Eng. Appl. Artif. Intell. Rebh Soltani, Emna Benmohamed, Hela Ltifi
2024	J	`jnl`	Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction. Inf. Syst. Samar Bouazizi, Hela Ltifi
2024	—	`conf`	On the Effect of Quantization on Deep Neural Networks Performance. ICCCI (CCIS Volume 1) Jihene Tmamna, Rahma Fourati, Hela Ltifi
2024	C	`conf`	Optimizing Facial Detection Using Hybrid HOG-SVM Method. CoDIT Nabila Daly, Faten Khemakhem, Hela Ltifi
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`	Sentiment analysis deep learning model based on a novel hybrid embedding method. Soc. Netw. Anal. Min. Chafika Ouni, Emna Benmohamed, Hela Ltifi
2024	—	`conf`	Temporal Focal Modulation Networks for EEG-Based Cross-Subject Motor Imagery Classification. ICCCI (CCIS Volume 2) Adel Hameed, Rahma Fourati, Boudour Ammar, Javier Sanchez-Medina, Hela Ltifi
2024	J	`jnl`	Xavier-PSO-ELM-based EEG signal classification method for predicting epileptic seizures. Multim. Tools Appl. Aymen Laifi, Emna Benmohamed, Hela Ltifi
2023	C	`conf`	A Novel Approach of ESN Reservoir Structure Learning for Improved Predictive Performance. ISCC Samar Bouazizi, Emna Benmohamed, Hela Ltifi
2023	—	`conf`	An Improved Approach for Parkinson's Disease Classification Based on Convolutional Neural Network. ICCCI (CCIS Volume) Jihen Fourati, Mohamed Othmani, Hela Ltifi
2023	B	`conf`	An ensemble learning algorithm based on discretized Time Series: application on smartphone-inertial measurement. KES Mariem Taktak, Slim Triki, Hela Ltifi
2023	C	`conf`	DI-ESN: Dual Input-Echo State Network for Time Series Forecasting. ISNCC Chafika Ouni, Emna Benmohamed, Hela Ltifi
2023	J	`jnl`	Decision-making based on an improved visual analytics approach for emotion prediction. Intell. Decis. Technol. Samar Bouazizi, Emna Ben Mohamed, Hela Ltifi
2023	J	`jnl`	Echo State Network Optimization: A Systematic Literature Review. Neural Process. Lett. Rebh Soltani, Emna Benmohamed, Hela Ltifi
2023	J	`jnl`	Enhancing EEG-based emotion recognition using PSD-Grouped Deep Echo State Network. J. Univers. Comput. Sci. Samar Bouazizi, Emna Benmohamed, Hela Ltifi
2023	C	`conf`	HSV-Net: A Custom CNN for Malaria Detection with Enhanced Color Representation. CW Ghazala Hcini, Imen Jdey, Hela Ltifi
2023	J	`jnl`	Neural style transfer generative adversarial network (NST-GAN) for facial expression recognition. Int. J. Multim. Inf. Retr. Faten Khemakhem, Hela Ltifi
2022	—	`conf`	A Hybrid Model based on Convolutional Neural Networks and Long Short-term Memory for Rest Tremor Classification. ICAART (3) Jihen Fourati, Mohamed Othmani, Hela Ltifi
2022	C	`conf`	A Novel Deep Multi-Task Learning to Sensing Student Engagement in E-Learning Environments. AICCSA Faten Khemakhem, Hamdi Ellouzi, Hela Ltifi
2022	J	`jnl`	A hybrid model based on bidirectional long-short term memory and support vector machine for rest tremor classification. Signal Image Video Process. Jihen Fourati, Mohamed Othmani, Hela Ltifi
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`	An Improved Model for Semantic Segmentation of Brain Lesions Using CNN 3D. ISDA (3) Ala Guennich, Mohamed Othmani, Hela Ltifi
2022	—	`conf`	An Improved Multi-image Steganography Model Based on Deep Convolutional Neural Networks. ISDA (3) Mounir Telli, Mohamed Othmani, Hela Ltifi
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`	Deep learning and machine learning for Malaria detection: overview, challenges and future directions. CoRR Imen Jdey, Ghazala Hcini, Hela Ltifi
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`	Improving Malaria Detection Using L1 Regularization Neural Network. J. Univers. Comput. Sci. Ghazala Hcini, Imen Jdey, Hela Ltifi
2022	B	`conf`	Optimized Echo State Network based on PSO and Gradient Descent for Choatic Time Series Prediction. ICTAI Rebh Soltani, Emna Benmohamed, Hela Ltifi
2022	C	`conf`	k-means and fuzzy c-means fusion for object clustering. CoDIT Ashraf Heni, Imen Jdey, Hela Ltifi
2021	—	`conf`	Bayesian Hyperparameter Optimization of Deep Neural Network Algorithms Based on Ant Colony Optimization. ICDAR (3) Sinda Jlassi, Imen Jdey, Hela Ltifi
2021	—	`conf`	Improved Visual Analytic Process Under Cognitive Aspects. AINA (1) Samar Bouazizi, Hela Ltifi
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	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
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	B	`conf`	Design of Remote Heart Monitoring System for Cardiac Patients. AINA Afef Ben Jemmaa, Hela Ltifi, Mounir Ben Ayed
2019	C	`conf`	Facial Expression Recognition using Convolution Neural Network Enhancing with Pre-Processing Stages. AICCSA Faten Khemakhem, Hela Ltifi
2018	J	`jnl`	Fuzzy logic-based evaluation of visualizations generated by intelligent decision support systems. Inf. Vis. Hela Ltifi, Saber Amri, Mounir Ben Ayed
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	Misc	`conf`	Modeling of distributed visual knowledge discovery from data process. ISKE Hamdi Ellouzi, Mounir Ben Ayed, Hela Ltifi
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
2016	Misc	`conf`	A visual modeling of knowledge for decision-making. IVCNZ Jihed Elouni, Hela Ltifi, Mounir Ben Ayed, Mohamed Masmoudi
2016	—	`book`	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). Hela Ltifi
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	J	`jnl`	Interactive visual knowledge discovery from data-based temporal decision support system. Inf. Vis. Hela Ltifi, Emna Ben Mohamed, 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	—	`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	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`	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
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	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
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). Hela Ltifi
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
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