Larbi Boubchir

106 papers B 14C 5Misc 3Journal 33Unranked 45
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Deep Learning for Biometrics: Overview, Challenges and Trends in Ear of Frugal AI.
CoRR
Karim Haroun, Aya Zitouni, Aicha Zenakhri, Meriem Amel Guessoum, Larbi Boubchir
2026 J jnl
Text-independent speaker recognition under emotional variations affecting voice.
Multim. Tools Appl.
Mohamed Alae-Eddine Eladlani, Larbi Boubchir, Khadidja Benallou
2025 — ed.
12th International Conference on Software Defined Systems, SDS 2025, Lyon, France, December 2-5, 2025
SDS
Elhadj Benkhelifa, Jaime Lloret, Larbi Boubchir, Pradeeban Kathiravelu, Mohamed Chahine Ghanem
2025 J jnl
A decision support approach to infectious disease classification using tweets and routine blood tests.
Netw. Model. Anal. Health Informatics Bioinform.
Selestine Melchane, Youssef Elmir, Farid Kacimi, Larbi Boubchir
2025 B conf
An Optimized Hybrid Deep Learning Architecture for Human Activity Recognition and User Identification from Smartphone Sensor Data.
IJCB
Mohamed Alae-Eddine Eladlani, Larbi Boubchir
2025 J jnl
DBAC-DSR-BT: A secure and reliable deep speech recognition based-distributed biometric access control scheme over blockchain technology.
Comput. Stand. Interfaces
Oussama Mounnan, Larbi Boubchir, Otman Manad, Abdelkrim El Mouatasim, Boubaker Daachi
2025 B conf
EEG Signal Analysis for Biometric Identification Using Machine Learning.
IEEE Big Data
Dalila Cherifi, Ghillasse Bentayeb, AbdelDjalil Saadsaoud, Larbi Boubchir
2025 — conf
Efficient Deep Learning for Biometrics: Overview, Challenges and Trends in Ear of Frugal AI.
SDS
Karim Haroun, Aya Manel Zitouni, Aicha Zenakhri, Meriem Amel Guessoum, Larbi Boubchir
2025 B conf
Enhancing CNNs for AES Side-Channel Key Recovery using Random Search-based Neural Architecture Search.
SMC
Amina Amrouche, Larbi Boubchir, Saïd Yahiaoui
2025 — conf
Evaluating Class Imbalance Techniques in EEG-Based Machine Learning Models for Parkinson's Disease Detection.
BIBM
Dalila Cherifi, Tinhinene Ahmed-Zaid, Sarah Boukmouri, Larbi Boubchir
2025 B conf
Hybrid CNN-Transformer Architecture for Object Detection and Multimodal Captioning in Educational Contexts.
IEEE Big Data
Leila Habibi, Madjid Maidi, Larbi Boubchir, Boubaker Daachi
2025 B conf
Hybrid Learning Paradigm for Automatic Electrocardiograph Heartbeat Anomaly Detection.
IEEE Big Data
Abdelhafid Zeroual, Amir Benzaoui, Larbi Boubchir
2025 — conf
On the Use of Graph Convolutional Network for Detecting Major Depressive Disorders using EEG Signals.
BIBM
Zakaria Alaimia, Larbi Boubchir, Youssef Elmir
2025 J jnl
Optimization of 2D and 3D facial recognition through the fusion of CBAM AlexNet and ResNeXt models.
Vis. Comput.
Imen Labiadh, Larbi Boubchir, Hassene Seddik
2024 B conf
An Efficient Modeling Approach for Nurse Rostering Problem: Use Case.
IEEE Big Data
Walid Abdelaidoum, Mohamed A. Madani, Larbi Boubchir, Boubaker Daachi
2024 J jnl
Artificial Intelligence for Infectious Disease Prediction and Prevention: A Comprehensive Review.
CoRR
Selestine Melchane, Youssef Elmir, Farid Kacimi, Larbi Boubchir
2024 J jnl
Enhancing 2D-3D facial recognition accuracy of truncated-hiden faces using fused multi-model biometric deep features.
Multim. Tools Appl.
Imen Labiadh, Larbi Boubchir, Hassene Seddik
2024 — conf
Exploring CNN-Based Deep Learning Architectures for Automatic Brain Tumor Segmentation from MRI Scans.
BIBM
Dalila Cherifi, Chaïma Chalouche, Larbi Boubchir
2024 C conf
Improving User Experience for AI Chatbots through LLM Models.
AICCSA
Feriel Khennouche, Youssef Elmir, Nabil Djebari, Larbi Boubchir
2024 — conf
On the Use of Recurrent Neural Network based on LSTM Model for Voice-based Age Estimation.
BIBM
Amina Derdour, Fouad Henni, Larbi Boubchir
2024 B conf
On the use of Machine Learning to Discover Novel Donor-Acceptor Pairs For Organic Photovoltaic Devices.
IEEE Big Data
Khoukha Khoussa, Patrick Leveque, Larbi Boubchir
2024 B conf
Online Signature Processing for Biometric User Authentication and Identification.
IEEE Big Data
Mohamed Alae-Eddine Eladlani, Larbi Boubchir, Khadidja Benallou
2024 C conf
Probabilistic Decision Tree Ensembles for Detecting Infectious Diseases using Routine Blood Tests.
HSI
Selestine Melchane, Youssef Elmir, Farid Kacimi, Larbi Boubchir
2024 C conf
Temporal-Spectral Analysis for Speaker Identification and Authentication in Emotional Speech.
BDCAT
Mohamed Alae-Eddine Eladlani, Larbi Boubchir, Khadidja Benallou
2023 B conf
A Cascade CNN Model based on Adaptive Learning Rate Thresholding for Reliable Face Recognition.
IEEE Big Data
Imen Labiadh, Larbi Boubchir, Hassene Seddik
2023 — conf
Classification of Left/Right Hand and Foot Movements from EEG using Machine Learning Algorithms.
BIBM
Dalila Cherifi, Baha Eddine Berghouti, Larbi Boubchir
2023 C conf
Deep Face Recognition based on an Optimized Deep Neural Network using ZFNet.
AICCSA
Said Si Kaddour, Larbi Boubchir, Boubaker Daachi
2022 — ed.
9th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2022, Milan, Italy, November 29 - Dec. 1, 2022
IOTSMS
Jaime Lloret, Larbi Boubchir, Yaser Jararweh, Elhadj Benkhelifa, Imad Saleh
2022 — conf
Artificial Intelligence for Automatic and Optimized Generation of Healthcare Planning.
SDS
Walid Abdelaidoum, Mohamed A. Madani, Larbi Boubchir, Boubaker Daachi
2022 Misc conf
Deep Learning for Detection of Prostate Tumors by Microscopic Cells and MRI.
ATSIP
Imen Labiadh, Hassene Seddik, Larbi Boubchir
2022 — conf
Deep Learning-Based Speech Recognition System using Blockchain for Biometric Access Control.
SDS
Oussama Mounnan, Otman Manad, Larbi Boubchir, Abdelkrim El Mouatasim, Boubaker Daachi
2022 J jnl
EEG Signal Feature Extraction and Classification for Epilepsy Detection.
Informatica (Slovenia)
Dalila Cherifi, Noussaiba Falkoun, Ferial Ouakouak, Larbi Boubchir, Amine Naït-Ali
2022 J jnl
Efficient multiplier-less parametric integer approximate transform based on 16-points DCT for image compression.
Multim. Tools Appl.
Nabila Brahimi, Toufik Bouden, Tahar Brahimi, Larbi Boubchir
2022 — conf
Face Detection and Identification based on 2D and 3D Deep Texture Features.
SDS
Imen Labiadh, Hassene Seddik, Larbi Boubchir
2022 J jnl
Lossy image compression based on efficient multiplier-less 8-points DCT.
Multim. Syst.
Nabila Brahimi, Toufik Bouden, Tahar Brahimi, Larbi Boubchir
2022 — conf
Message from the General Chairs.
SDS
Larbi Boubchir, Ahmed Bouridane
2022 — conf
Multi-Task Deep Learning for Multimodal Biometric Recognition.
SDS
Said Si Kaddour, Larbi Boubchir, Boubaker Daachi
2022 — ed.
Ninth International Conference on Software Defined Systems, SDS 2022, Paris, France, December 12-15, 2022
SDS
Larbi Boubchir, Boubaker Daachi, Abdellah Mokrane, Yaser Jararweh, Elhadj Benkhelifa
2022 B conf
On the Use of Conventional Neural Networks for COVID-19 Detection in CT-Scan Images: A Comparative Study and Performance Analysis.
IEEE Big Data
Menglin Niu, Larbi Boubchir, Boubaker Daachi
2022 B conf
On the Use of Convolutional Neural Networks for Palm Vein Recognition.
IEEE Big Data
Mohamed Alae-Eddine Eladlani, Said Si Kaddour, Larbi Boubchir, Boubaker Daachi
2022 — conf
Prediction Models for Epilepsy Detection on the EEG Signal.
BIBM
Dalila Cherifi, Hichem Zenati, Mohamed Amine Ouchene, Mohammed Abdenacer Merbouti, Dyhia Ibrahim, Larbi Boubchir
2022 — ed.
Seventh International Conference on Fog and Mobile Edge Computing, FMEC 2022, Paris, France, December 12-15, 2022
FMEC
Imed Saleh, Chirine Ghedira, Yaser Jararweh, Elhadj Benkhelifa, Larbi Boubchir
2022 — conf
Side Channel Attack using Machine Learning.
SDS
Amina Amrouche, Larbi Boubchir, Saïd Yahiaoui
2022 — conf
Wavelets and DCT Watermarking for Medical Image.
SDS
Rania Hamami, Narima Zermi, Larbi Boubchir, Amine Khaldi
2021 — conf
Designing Multiplier-Less JPEG Luminance Quantisation Matrix.
ICONIP (6)
Nabila Brahimi, Toufik Bouden, Larbi Boubchir, Tahar Brahimi
2020 — ed.
7th International Conference on Internet of Things: Systems, Management and Security, IOTSMS 2020, Virtual Event, France, December 14-16, 2020
IOTSMS
Larbi Boubchir, Elhadj Benkhelifa, Yaser Jararweh, Imad Saleh
2020 — conf
A Novel Approach Based on Blockchain to Enhance Security with Dynamic Policy Updating.
IoTSMS
Oussama Mounnan, Abdelkrim El Mouatasim, Otman Manad, Aissam Outchakoucht, Hamza Es-Samaali, Larbi Boubchir
2020 J jnl
A novel and efficient 8-point DCT approximation for image compression.
Multim. Tools Appl.
Nabila Brahimi, Toufik Bouden, Tahar Brahimi, Larbi Boubchir
2020 J jnl
Palm vein recognition based on competitive coding scheme using multi-scale local binary pattern with ant colony optimization.
Pattern Recognit. Lett.
Yassir Aberni, Larbi Boubchir, Boubaker Daachi
2019 J jnl
A novel discriminant multiscale representation for ear recognition.
Int. J. Biom.
Hakim Doghmane, Abdelhani Boukrouche, Larbi Boubchir
2019 J jnl
Autoregressive Modeling Based Empirical Mode Decomposition (EMD) for Epileptic Seizures Detection Using EEG Signals.
Traitement du Signal
Rafik Djemili, Larbi Boubchir
2019 J jnl
Beyond estimating discrete directions of walk: a fuzzy approach.
Mach. Vis. Appl.
Rahul Raman, Larbi Boubchir, Pankaj Kumar Sa, Banshidhar Majhi, Sambit Bakshi
2019 J jnl
Enhanced embedded zerotree wavelet algorithm for lossy image coding.
IET Image Process.
Rania Boujelbene, Larbi Boubchir, Yousra Ben Jemaa
2019 J jnl
Human ear recognition based on local multi-scale LBP features with city-block distance.
Multim. Tools Appl.
Zineb Youbi, Larbi Boubchir, Abdelhani Boukrouche
2019 J jnl
Human gait recognition using GEI-based local multi-scale feature descriptors.
Multim. Tools Appl.
Ait O. Lishani, Larbi Boubchir, Emad Khalifa, Ahmed Bouridane
2019 J jnl
Multispectral Palmprint Recognition: A Survey and Comparative Study.
J. Circuits Syst. Comput.
Yassir Aberni, Larbi Boubchir, Boubaker Daachi
2019 J jnl
Multispectral palmprint recognition using Pascal coefficients-based LBP and PHOG descriptors with random sampling.
Neural Comput. Appl.
Wafa El-Tarhouni, Larbi Boubchir, Mosa Elbendak, Ahmed Bouridane
2019 J jnl
Neural Net-Based Approach to EEG Signal Acquisition and Classification in BCI Applications.
Comput.
Kathia Chenane, Youcef Touati, Larbi Boubchir, Boubaker Daachi
2019 J jnl
Reconstruction of catadioptric omnidirectional images using dual alternating total variation minimization.
Evol. Syst.
Soraya Zenati, Abdelhani Boukrouche, Larbi Boubchir
2018 — conf
Competitive Coding Scheme based on 2D Log-Gabor filter for Palm Vein Recognition.
AHS
Larbi Boubchir, Yassir Aberni, Boubaker Daachi
2018 — conf
Face-Iris Multimodal Biometric System Based on Hybrid Level Fusion.
TSP
Basma Ammour, Toufik Bouden, Larbi Boubchir
2018 J jnl
Face-iris multi-modal biometric system using multi-resolution Log-Gabor filter with spectral regression kernel discriminant analysis.
IET Biom.
Basma Ammour, Toufik Bouden, Larbi Boubchir
2017 — conf
A review of feature extraction for EEG epileptic seizure detection and classification.
TSP
Larbi Boubchir, Boubaker Daachi, Vinod Pangracious
2017 J jnl
An improved multimodal signal-image compression scheme with application to natural images and biomedical data.
Multim. Tools Appl.
Tahar Brahimi, Larbi Boubchir, Régis Fournier, Amine Naït-Ali
2017 J jnl
Erratum to: An improved multimodal signal-image compression scheme with application to natural images and biomedical data.
Multim. Tools Appl.
Tahar Brahimi, Larbi Boubchir, Régis Fournier, Amine Naït-Ali
2017 — conf
Face identification using local and global features.
TSP
Basma Ammour, Toufik Bouden, Larbi Boubchir, Souad Biad
2017 — conf
Gait recognition based on wavelet features with spectral regression kernel discriminant analysis.
TSP
Ait O. Lishani, Larbi Boubchir, Emad Khalifa, Ahmed Bouridane
2017 J jnl
Human gait recognition based on Haralick features.
Signal Image Video Process.
Ait O. Lishani, Larbi Boubchir, Emad Khalifa, Ahmed Bouridane
2017 — conf
Multispectral palmprint recognition: A state-of-the-art review.
TSP
Yassir Aberni, Larbi Boubchir, Boubaker Daachi
2016 — conf
2D log-Gabor filters for competitive coding-based multi-spectral palmprint recognition.
TSP
Meriem Dorsaf Bounneche, Larbi Boubchir, Arab Ali Chérif, Ahmed Bouridane, Bachir Nekhoul
2016 — conf
Algorithms of control by thought in robotics: Active and passive BMIs based on prior knowledge.
BioRob
Kathia Chenane, Youcef Touati, Larbi Boubchir, Boubaker Daachi, Arab Ali Chérif
2016 — conf
Finger-Knuckle-print recognition using dynamic thresholds completed local binary pattern descriptor.
TSP
Wafa El-Tarhouni, Larbi Boubchir, Ahmed Bouridane
2016 — conf
Gabor filter bank-based GEI features for human Gait recognition.
TSP
Ait O. Lishani, Larbi Boubchir, Emad Khalifa, Ahmed Bouridane
2016 — conf
Human Ear recognition based on Multi-scale Local Binary Pattern descriptor and KL divergence.
TSP
Zineb Youbi, Larbi Boubchir, Meriem Dorsaf Bounneche, Arab Ali Chérif, Abdelhani Boukrouche
2016 J jnl
Multi-spectral palmprint recognition based on oriented multiscale log-Gabor filters.
Neurocomputing
Meriem Dorsaf Bounneche, Larbi Boubchir, Ahmed Bouridane, Bachir Nekhoul, Arab Ali Chérif
2016 — conf
Multispectral palmprint recognition based on local binary pattern histogram fourier features and gabor filter.
EUVIP
Wafa El-Tarhouni, Larbi Boubchir, Noor Al-Máadeed, Mosa Elbendak, Ahmed Bouridane
2016 — conf
Robust model-free gait recognition by statistical dependency feature selection and Globality-Locality Preserving Projections.
TSP
Imad Rida, Larbi Boubchir, Noor Al-Máadeed, Somaya Al-Máadeed, Ahmed Bouridane
2015 B conf
Classification of EEG signals for detection of epileptic seizure activities based on LBP descriptor of time-frequency images.
ICIP
Larbi Boubchir, Somaya Al-Máadeed, Ahmed Bouridane, Arab Ali Chérif
2015 — conf
EEG error potentials detection and classification using time-frequency features for robot reinforcement learning.
EMBC
Larbi Boubchir, Youcef Touati, Boubaker Daachi, Arab Ali Chérif
2015 Misc conf
Time-frequency image descriptors-based features for EEG epileptic seizure activities detection and classification.
ICASSP
Larbi Boubchir, Somaya Al-Máadeed, Ahmed Bouridane, Arab Ali Chérif
2014 C conf
Effectiveness of combined time-frequency imageand signal-based features for improving the detection and classification of epileptic seizure activities in EEG signals.
CoDIT
Larbi Boubchir, Somaya Al-Máadeed, Ahmed Bouridane
2014 — conf
Haralick feature extraction from time-frequency images for epileptic seizure detection and classification of EEG data.
ICM
Larbi Boubchir, Somaya Al-Máadeed, Ahmed Bouridane
2014 — conf
Haralick features for GEI-based human gait recognition.
ICM
Ait O. Lishani, Larbi Boubchir, Ahmed Bouridane
2014 — conf
Multi-scale shift local binary pattern based-descriptor for finger-knuckle-print recognition.
ICM
Wafa El-Tarhouni, Muhammad Khurram Shaikh, Larbi Boubchir, Ahmed Bouridane
2014 Misc conf
On the use of time-frequency features for detecting and classifying epileptic seizure activities in non-stationary EEG signals.
ICASSP
Larbi Boubchir, Somaya Al-Máadeed, Ahmed Bouridane
2014 — conf
Undecimated wavelet-based Bayesian denoising in mixed Poisson-Gaussian noise with application on medical and biological images.
IPTA
Larbi Boubchir, Somaya Al-Máadeed, Ahmed Bouridane
2014 B conf
Unsupervised white matter fiber tracts clustering methodology with application on brain MRI data.
ICIP
Larbi Boubchir, François Rousseau
2013 J jnl
Wavelet Denoising Based on the MAP Estimation Using the BKF Prior With Application to Images and EEG Signals.
IEEE Trans. Signal Process.
Larbi Boubchir, Boualem Boashash
2012 J jnl
A methodology for time-frequency image processing applied to the classification of non-stationary multichannel signals using instantaneous frequency descriptors with application to newborn EEG signals.
EURASIP J. Adv. Signal Process.
Boualem Boashash, Larbi Boubchir, Ghasem Azemi
2012 — conf
A novel multimodal compression scheme based on a spiral insertion function in the wavelet domain.
ISSPA
Larbi Boubchir, Tahar Brahimi, Régis Fournier, Amine Naït-Ali
2012 — conf
Alibration of time features and frequency features in the time-frequency domain for improved detection and classification of seizure in newborn EEG signals.
ISSPA
Yomna Bahnasy, Noha Saad, Larbi Boubchir, Boualem Boashash
2012 — conf
Improving the classification of newborn EEG time-frequency representations using a combined time-frequency signal and image approach.
ISSPA
Boualem Boashash, Larbi Boubchir, Ghasem Azemi
2012 — conf
On the Selection of Time-Frequency Features for Improving the Detection and Classification of Newborn EEG Seizure Signals and Other Abnormalities.
ICONIP (4)
Boualem Boashash, Larbi Boubchir
2011 — conf
EM algorithm-based hyperparameters estimator for bayesian image denoising using BKF prior.
Image Processing: Algorithms and Systems
Larbi Boubchir, Bruno Durning, Éric Petit
2011 — conf
Time-frequency signal and image processing of non-stationary signals with application to the classification of newborn EEG abnormalities.
ISSPIT
Boualem Boashash, Larbi Boubchir, Ghasem Azemi
2010 B conf
Multivariate statistical modeling of images in sparse multiscale transforms domain.
ICIP
Larbi Boubchir, Amine Naït-Ali, Éric Petit
2008 — conf
The 2nd BOWS Contest: Wavelet-Based Bayesian Denoising Attack on Image Watermarking.
IIH-MSP
Larbi Boubchir, Ayoub Otmani, Nadia Zerida
2007 — —
Approches bayésiennes pour le débruitage des images dans le domaine des transformées multi-échelles parcimonieuses orientées et non orientées. (Bayesian approaches for image denoising in the oriented and non oriented parcimony multi-scale transformations).
Larbi Boubchir
2007 — conf
Morphological Diversity and Sparse Image Denoising.
ICASSP (1)
Mohamed-Jalal Fadili, Jean-Luc Starck, Larbi Boubchir
2007 J jnl
Reply to comments of A. Achim, E. Kuruoglu, A. Bezerianos and P. Tsakalides on "A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior".
Pattern Recognit. Lett.
Larbi Boubchir, Jalal Fadili
2007 J jnl
Using multiple uncertain examples and adaptative fuzzy reasoning to optimize image characterization.
Knowl. Based Syst.
Luigi Lancieri, Larbi Boubchir
2006 J jnl
A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate alpha-stable prior.
Pattern Recognit. Lett.
Larbi Boubchir, Mohamed-Jalal Fadili
2005 J jnl
Analytical form for a Bayesian wavelet estimator of images using the Bessel K form densities.
IEEE Trans. Image Process.
Mohamed-Jalal Fadili, Larbi Boubchir
2005 — conf
Bayesian denoising based on the MAP estimation in wavelet-domain using Bessel K form prior.
ICIP (1)
Larbi Boubchir, Jalal Fadili
2005 — conf
Multivariate statistical modeling of images with the curvelet transform.
ISSPA
Larbi Boubchir, Jalal Fadili
2004 — conf
Bayesian Denoising in the Wavelet-Domain Using an Analytical Approximate a-Stable Prior.
ICPR (4)
Larbi Boubchir, Mohamed-Jalal Fadili, Daniel Bloyet