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Lilia Lazli

Observed names: L. Lazli, Lazli Lilia, Lazli, Lilia
Observed institutions: Badji Mokhtar-Annaba University, Université du Québec à Montréal, Laboratoire de Recherche en Informatique, Polytechnique Montréal, Université du Québec, Université de Montréal, École de Technologie Supérieure
ORCID: 0000-0001-9901-1030
Observed ORCID: 0000-0001-9901-1030
OpenAlex ID: A5089561877
A Survey on Computer-Aided Diagnosis of Brain Disorders through MRI Based on Machine Learning and Data Mining Methodologies with an Emphasis on Alzheimer Disease Diagnosis and the Contribution of the Multimodal Fusion
2020 · Lilia Lazli, Mounir Boukadoum, et al. · Applied Sciences · 58
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Computer-Aided Diagnosis System of Alzheimer’s Disease Based on Multimodal Fusion: Tissue Quantification Based on the Hybrid Fuzzy-Genetic-Possibilistic Model and Discriminative Classification Based on the SVDD Model
2019 · Lilia Lazli, Mounir Boukadoum, et al. · Brain Sciences · 38
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Improved Alzheimer Disease Diagnosis With a Machine Learning Approach and Neuroimaging: Case Study Development
2025 · Lilia Lazli · JMIRx Med · 23
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Computer-Aided Diagnosis System for Alzheimer's Disease Using Fuzzy-Possibilistic Tissue Segmentation and SVM Classification
2018 · Lilia Lazli, Mounir Boukadoum, et al. · IEEE Life Sciences Conference (LSC) · 17
Hidden Neural Network for Complex Pattern Recognition: A Comparison Study with Multi- Neural Network Based Approach
2013 · Lilia Lazli, Mounir Boukadoum · International Journal of Life Science and Medical Research · 17
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Connectionist Probability Estimators in HMM Arabic Speech Recognition Using Fuzzy Logic
2007 · Lilia Lazli, Mokhtar Sellami · Springer eBooks · 17
Discriminant learning for hybrid HMM/MLP speech recognition system using a fuzzy genetic clustering
2017 · Lilia Lazli, Mohamed-Tayeb Laskri, et al. · Intelligent Systems Conference (IntelliSys) · 8
Machine Learning Classifiers Based on Dimensionality Reduction Techniques for the Early Diagnosis of Alzheimer’s Disease Using Magnetic Resonance Imaging and Positron Emission Tomography Brain Data
2022 · Lilia Lazli · Lecture notes in computer science · 7
Evolutionary structure of hidden Markov models for audio-visual Arabic speech recognition
2016 · Amina Makhlouf, Lilia Lazli, et al. · International Journal of Signal and Imaging Systems Engineering · 7
Multiclass prediction of Alzheimer’s disease using balanced multimodal data and deep ensemble learning
2025 · Lilia Lazli, Farida Cheriet, et al. · Biomedical Signal Processing and Control · 6
Improvement of CSF, WM and GM Tissue Segmentation by Hybrid Fuzzy – Possibilistic Clustering Model based on Genetic Optimization Case Study on Brain Tissues of Patients with Alzheimer’s Disease
2018 · Lilia Lazli, Mounir Boukadoum · The International journal of networked and distributed computing · 6
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Hybrid HMM-MLP System based on Fuzzy Logic for Arabic Speech Recognition.
2003 · Lilia Lazli, Mokhtar Sellami · 5
Hybrid possibilistic-genetic technique for assessment of brain tissues volume: Case study for Alzheimer patients images clustering
2017 · Lilia Lazli, Mounir Boukadoum, et al. · ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) · 4
Speaker independent isolated speech recognition for Arabic language using hybrid HMM-MLP-FCM system
2004 · L. Lazli, M. Sellami · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 4
Tissue segmentation by fuzzy clustering technique: case study on Alzheimer's disease
2018 · Lilia Lazli, Mounir Boukadoum · SPIE Medical Imaging: Imaging Informatics for Healthcare, Research, and Applications · 3
Quantification of Alzheimer’s Disease Brain Tissue Volume by an Enhanced Possibilistic Clustering Technique Based on Bias-Corrected Fuzzy Initialization
2017 · Lilia Lazli, Boukadoum Mounir · IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) · 3
Fuzzy clustering optimized with genetic algorithms: Application for hybrid speech recognition system
2017 · Lilia Lazli, Mounir Boukadoum, et al. · International Conference on Control, Decision and Information Technologies (CoDIT) · 3
Computer aided diagnosis system for Alzheimers disease using principal component analysis and machine learning based approaches
2024 · Lazli, Lilia · arXiv (Cornell University) · 2
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Brain tissue classification of alzheimer disease using partial volume possibilistic modeling: Application to ADNI phantom images
2017 · Lilia Lazli, Mounir Boukadoum, et al. · International Conference on Image Processing Theory, Tools and Applications (IPTA) · 2
Brain Tissues Volumes Assessment by Fuzzy Genetic Optimization Based Possibilistic Clustering: Application to Alzheimer Patients Images
2017 · Lilia Lazli, Mounir Boukadoum · International Symposium on Pervasive Systems, Algorithms and Networks (ISPAN) · 2
HMM/MLP speech recognition system using a novel data clustering approach
2017 · Lilia Lazli, Mounir Boukadoum, et al. · Conference proceedings - Canadian Conference on Electrical and Computer Engineering · 2
Diagnosis of Auditory Pathologies with Hidden Markov Models
2017 · Lilia Lazli, Mounir Boukadoum, et al. · Lecture notes in computer science · 2
A New Data Fusion Method for Hybrid MMC/RNA Learning : Application to Automatic Speech Recognition
2005 · Lilia Lazli, Mohamed Tayeb Laskri · Revue Africaine de la Recherche en Informatique et Mathématiques Appliquées · 2
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Applying Transfer Learning Based Deep Models on Structural and Functional Brain Images to Predict Alzheimer's Disease
2025 · Lilia Lazli · International Conference on Machine Learning and Cybernetics · 1
Dealing With Noise and Partial Volume Effects in Alzheimer Disease Brain Tissue Classification by a Fuzzy-Possibilistic Modeling Based on Fuzzy-Genetic Initialization
2018 · Lilia Lazli, Mounir Boukadoum · International Journal of Software Innovation · 1
Works count: 37
Citation count: 243
H-index: 7
I10-index: 6
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