Mohamed Ali Mahjoub

Orcid: 0000-0002-8181-4684

According to our database1, Mohamed Ali Mahjoub authored at least 146 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multimodal weighted graph representation for information extraction from visually rich documents.
Neurocomputing, March, 2024

Remote intervention assistance system for a person in difficulty based on probabilistic ontologies.
Expert Syst. Appl., March, 2024

An information-theoretic perspective of physical adversarial patches.
Neural Networks, 2024

Generative Hypergraph Neural Network for Multiview Brain Connectivity Fusion.
Proceedings of the Predictive Intelligence in Medicine - 7th International Workshop, 2024

Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural Network.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

New Approach Based on Substantial Derivative and LSTM for Online Arabic Handwriting Script Recognition.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Knapsack algorithm for data communication description and energy management in Internet of Things System: Smart Grid.
Proceedings of the 10th International Conference on Control, 2024

Adverserial network augmentation and tabular data for a new covid-19 diagnostics approach.
Proceedings of the 10th International Conference on Control, 2024

Driver Action Recognition in Low-Light Conditions: A Multi-View Fusion Framework.
Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

2023
Robust hybrid watermarking approach for 3D multiresolution meshes based on spherical harmonics and wavelet transform.
Multim. Tools Appl., November, 2023

Hand gesture recognition with focus on leap motion: An overview, real world challenges and future directions.
Expert Syst. Appl., September, 2023

Deep learning-based hard spatial attention for driver in-vehicle action monitoring.
Expert Syst. Appl., June, 2023

Graph Neural Networks in Network Neuroscience.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

MixUp Data Augmentation for Handwritten Arabic Mathematical Symbols Recognition.
Proceedings of the Advances in Model and Data Engineering in the Digitalization Era, 2023

Hard Spatio-Multi Temporal Attention Framework for Driver Monitoring at Nighttime.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Hard Spatial Attention Framework for Driver Action Recognition at Nighttime.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

VisualIE: Receipt-Based Information Extraction with a Novel Visual and Textual Approach.
Proceedings of the International Conference on Cyberworlds, 2023

3D Brain Tumor Segmentation Using Modified U-Net Architecture.
Proceedings of the International Conference on Cyberworlds, 2023

Siamese Networks With Attention for User-Independent Offline Handwritten Signature Verification.
Proceedings of the International Conference on Cyberworlds, 2023

Jedi: Entropy-Based Localization and Removal of Adversarial Patches.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
A New Collaborative Classification Process for Microcalcification Detection Based on Graphs and Knowledge Propagation.
J. Digit. Imaging, 2022

Retrieve reusable 3D CAD objects based on hidden Markov models (HMM).
Proceedings of the 26th International Conference Information Visualisation, 2022

Hybrid Architecture for 3D Brain Tumor Image Segmentation Based on Graph Neural Network Pooling.
Proceedings of the Advances in Computational Collective Intelligence, 2022

HDFU-Net: An Improved Version of U-Net using a Hybrid Dice Focal Loss Function for Multi-modal Brain Tumor Image Segmentation.
Proceedings of the International Conference on Cyberworlds, 2022

A Comparative study of three AI prediction algorithms based on measured databases for an optimal Smart Grid.
Proceedings of the 8th International Conference on Control, 2022

An Innovative Approach Towards Violence Recognition Based on Deep Belief Network.
Proceedings of the 8th International Conference on Control, 2022

Robust approach linking cryptography, 3D watermarking using RSA algorithm and spherical harmonics transform to secure multiresolution meshes transmission.
Proceedings of the 8th International Conference on Control, 2022

Combining Logical and Probabilistic Reasoning to Improve a home care platform.
Proceedings of the 8th International Conference on Control, 2022

A Jena API for combining ontologies and Bayesian object-oriented networks.
Proceedings of the 8th International Conference on Control, 2022

A Multi-Convolutional Stream for Hybrid network for Driver Action Recognition at Nighttime.
Proceedings of the 8th International Conference on Control, 2022

Investigating the robustness of multi-view detection to current adversarial patch threats.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

A comparative study of geometric primitives fitting to 3D point clouds.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

Fisher-HHT: A Feature Extraction Approach For Hand Gesture Recognition With a Leap Motion Controller.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

2021
Toward new multi-wavelets: associated filters and algorithms. Part I: theoretical framework and investigation of biomedical signals, ECG, and coronavirus cases.
Soft Comput., 2021

Brain multigraph prediction using topology-aware adversarial graph neural network.
Medical Image Anal., 2021

Brain graph synthesis by dual adversarial domain alignment and target graph prediction from a source graph.
Medical Image Anal., 2021

A new conditional region growing approach for microcalcification delineation in mammograms.
Medical Biol. Eng. Comput., 2021

A new approach for reusable 3D CAD objects detection, by similarity calculation based on Bayesian network models (BNM).
Int. J. Comput. Integr. Manuf., 2021

Towards New Multiwavelets: Associated Filters and Algorithms. Part I: Theoretical Framework and Investigation of Biomedical Signals, ECG and Coronavirus Cases.
CoRR, 2021

StairwayGraphNet for Inter- and Intra-modality Multi-resolution Brain Graph Alignment and Synthesis.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

A Few-Shot Learning Graph Multi-trajectory Evolution Network for Forecasting Multimodal Baby Connectivity Development from a Baseline Timepoint.
Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021

Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic Brain Mapping.
Proceedings of the Information Processing in Medical Imaging, 2021

Adversarial Attacks in a Multi-view Setting: An Empirical Study of the Adversarial Patches Inter-view Transferability.
Proceedings of the International Conference on Cyberworlds, 2021

Brain Tumor Segmentation using Community Detection Algorithm.
Proceedings of the International Conference on Cyberworlds, 2021

A Spherical Harmonics-LSB-quantification Adaptive Watermarking Approach for 3D Multiresolution Meshes Security.
Proceedings of the Computer Analysis of Images and Patterns, 2021

Robust Watermarking Approach for 3D Multiresolution Meshes Based on Multi-wavelet Transform, SHA512 and Turbocodes.
Proceedings of the Computer Analysis of Images and Patterns, 2021

Toward Multiwavelet Haar-Schauder Entropy for Biomedical Signal Reconstruction.
Proceedings of the Computer Analysis of Images and Patterns, 2021

Deep Learning Algorithm to Predict The Integration Efficiency Of Wind Turbine In Smart Grid.
Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

Hybrid Learning Method for Image Segmentation.
Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020
Hand-Crafted Features vs Deep Learning for Pedestrian Detection in Moving Camera.
Traitement du Signal, 2020

A Novel Spatio-Temporal Violence Classification Framework Based on Material Derivative and LSTM Neural Network.
Traitement du Signal, 2020

A novel public dataset for multimodal multiview and multispectral driver distraction analysis: 3MDAD.
Signal Process. Image Commun., 2020

Toward recursive spherical harmonics issued bi-filters: Part II: an associated spherical harmonics entropy for optimal modeling.
Soft Comput., 2020

Learning contextual superpixel similarity for consistent image segmentation.
Multim. Tools Appl., 2020

Brain graph super-resolution for boosting neurological disorder diagnosis using unsupervised multi-topology connectional brain template learning.
Medical Image Anal., 2020

Ear recognition in degraded conditions based on spectral saliency: smart home access.
J. Electronic Imaging, 2020

Hyperkernel-based intuitionistic fuzzy c-means for denoising color archival document images.
Int. J. Document Anal. Recognit., 2020

A novel multi-view pedestrian detection database for collaborative Intelligent Transportation Systems.
Future Gener. Comput. Syst., 2020

Vision-based human action recognition: An overview and real world challenges.
Digit. Investig., 2020

A Review on Dynamic Stochastic Modeling of the Degradation Process: Case of Maintenance Based on Reliability and a Proposed Approach.
Computación y Sistemas, 2020

Unsupervised Image Segmentation based Graph Clustering Methods.
Computación y Sistemas, 2020

Pedestrian detection using a moving camera: A novel framework for foreground detection.
Cogn. Syst. Res., 2020

Supervised Multi-topology Network Cross-Diffusion for Population-Driven Brain Network Atlas Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Topology-Aware Generative Adversarial Network for Joint Prediction of Multiple Brain Graphs from a Single Brain Graph.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Enhancing ontology-based home Care Services platform using Bayesian networks.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

A proposal ANFIS estimation algorithm for optimal sizing of a PVP/Battery system.
Proceedings of the 7th International Conference on Control, 2020

A new conditional region growing approach for an accurate detection of microcalcifications from mammographic images.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

Morphological-based microcalcification detection using adaptive thresholding and structural similarity indices.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Deep CNN-based Pedestrian Detection for Intelligent Infrastructure.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Structure relationship classification for the recognition of mathematical expression handwritten in Arabic.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

A Cluster Center Initialization Method using Hyperspace-based Multi-level Thresholding (HMLT): Application to Color Ancient Document Image Denoising.
Proceedings of the 21st International Arab Conference on Information Technology, 2020

2019
Automatic speech emotion recognition using an optimal combination of features based on EMD-TKEO.
Speech Commun., 2019

Toward recursive spherical harmonics-issued bi-filters: Part I: theoretical framework.
Soft Comput., 2019

Reproducibility Experimentation among Computer-Aided Inspection Software from a Single Point Cloud.
J. Control. Sci. Eng., 2019

Explicit Haar-Schauder multiwavelet filters and algorithms. Part II: Relative entropy-based estimation for optimal modeling of biomedical signals.
Int. J. Wavelets Multiresolution Inf. Process., 2019

Reconstruction of a CAD model from the deformed mesh using B-spline surfaces.
Int. J. Comput. Integr. Manuf., 2019

A new framework for elderly fall detection using coupled hidden markov models.
Int. Arab J. Inf. Technol., 2019

A Comparative Study of Filtering Approaches Applied to Color Archival Document Images.
CoRR, 2019

Hierarchical Adversarial Connectomic Domain Alignment for Target Brain Graph Prediction and Classification from a Source Graph.
Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019

Symmetric Dual Adversarial Connectomic Domain Alignment for Predicting Isomorphic Brain Graph from a Baseline Graph.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Reconstruction of the CAD Model using TPS Surface.
Proceedings of the 23rd International Conference on Information Visualisation, 2019

A Comparative Study of Extraction Cylinder Features in Industrial Point Clouds.
Proceedings of the 23rd International Conference on Information Visualisation, 2019

Assessment of Global Left Ventricle Deformation Using Recursive Spherical Harmonics.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

ECG Signal Processing with Haar-Schauder Multiwavelet.
Proceedings of the 9th International Conference on Information Systems and Technologies, 2019

e-SAAD system: Ontologies based approach for home Care Services platform.
Proceedings of the 9th International Conference on Information Systems and Technologies, 2019

Challenges and Methods of Violence Detection in Surveillance Video: A Survey.
Proceedings of the Computer Analysis of Images and Patterns, 2019

MDAD: A Multimodal and Multiview in-Vehicle Driver Action Dataset.
Proceedings of the Computer Analysis of Images and Patterns, 2019

Toward New Spherical Harmonic Shannon Entropy for Surface Modeling.
Proceedings of the Computer Analysis of Images and Patterns, 2019

HMDHBN: Hidden Markov Inducing a Dynamic Hierarchical Bayesian Network for Tumor Growth Prediction.
Proceedings of the Computer Analysis of Images and Patterns, 2019

2018
Tree-based Ensemble Classifier Learning for Automatic Brain Glioma Segmentation.
Neurocomputing, 2018

Dynamic random forest for the recognition of arabic handwritten mathematical symbols with a novel set of features.
Int. Arab J. Inf. Technol., 2018

Spherical harmonics entropy for optimal 3D modeling.
CoRR, 2018

Dynamic Multiscale Tree Learning using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Identification of Spatial Relationships in Arabic Handwritten Expressions Using Multiple Fusion Strategies.
Proceedings of the Soft Computing Applications, 2018

A Transition State Cost Sensitive Virtual Machines Consolidation.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2018

Safe Driving : Driver Action Recognition using SURF Keypoints.
Proceedings of the 30th International Conference on Microelectronics, 2018

Speech Emotion Recognition: Methods and Cases Study.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Bayesian Network and Structured Random Forest Cooperative Deep Learning for Automatic Multi-label Brain Tumor Segmentation.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Microcalcifications detection from mammographie images based on region growing and variational energy convergence.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

2017
Adaptive strategy for superpixel-based region-growing image segmentation.
J. Electronic Imaging, 2017

Object Recognition Based on Dynamic Random Forests and SURF Descriptor.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

Event detection in video sequences: Challenges and perspectives.
Proceedings of the 13th International Conference on Natural Computation, 2017

A review on speech emotion recognition: Case of pedagogical interaction in classroom.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

Approach for CAD model Reconstruction from a deformed mesh.
Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

Fusion Strategies for Recognition of Violence Actions.
Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

3D Object Retrieval Based on Similarity Calculation in 3D Computer Aided Design Systems.
Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2016
Synchronous Multi-Stream Hidden Markov Model for offline Arabic handwriting recognition without explicit segmentation.
Neurocomputing, 2016

Arabic handwritten word recognition based on dynamic bayesian network.
Int. Arab J. Inf. Technol., 2016

Comparative study and enhancement of Camera Tampering Detection algorithms.
CoRR, 2016

Mouse Movement and Probabilistic Graphical Models Based E-Learning Activity Recognition Improvement Possibilistic Model.
CoRR, 2016

A combined Approach Based on Fuzzy Classification and Contextual Region Growing to Image Segmentation.
CoRR, 2016

Database of handwritten Arabic mathematical formulas images.
CoRR, 2016

Hidden conditional random fields for gait recognition.
Proceedings of the International Image Processing, Applications and Systems, 2016

Gait Recognition using Dynamic Conditional Random Fields.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Image segmentation by contextual region growing based on fuzzy classification.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Deep random forest-based learning transfer to SVM for brain tumor segmentation.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2015
Unsupervised image segmentation by Global and local Criteria Optimization Based on Bayesian Networks.
CoRR, 2015

Coupled Hidden Markov Model for video fall detection.
Proceedings of the 11th International Conference on Natural Computation, 2015

Arabic Handwriting Recognition Based on Synchronous Multi-stream HMM Without Explicit Segmentation.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Possibilistic reasoning effects on Hidden Markov Models effectiveness.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

2014
Image segmentation by gaussian mixture models and modified FCM algorithm.
Int. Arab J. Inf. Technol., 2014

Hidden Markov Model for Inferring Learner Task Using Mouse Movement.
CoRR, 2014

Improving of handwritten Tunisian City names recognition based on Factorial Hidden Markov Model.
Proceedings of the International Image Processing, 2014

Features selection in video fall detection.
Proceedings of the International Image Processing, 2014

Performance Evaluation and Benchmarking of Six Texture-Based Feature Sets for Segmenting Historical Documents.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Robustness Assessment of Texture Features for the Segmentation of Ancient Documents.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

"Étude comparative de trois ensembles de descripteurs de texture pour la segmentation de documents anciens".
Proceedings of the CORIA 2014, 2014

Évaluation de la robustesse des descripteurs de texture pour la segmentation des images de documents anciens.
Proceedings of the CORIA 2014, 2014

2013
Multiple models of Bayesian networks applied to offline recognition of Arabic handwritten city names
CoRR, 2013

Dynamic hierarchical Bayesian network for Arabic handwritten word recognition.
Proceedings of the Fourth International Conference on Information and Communication Technology and Accessibility, 2013

Hidden Markov model for inferring user task using mouse movement.
Proceedings of the Fourth International Conference on Information and Communication Technology and Accessibility, 2013

2012
3D Mesh Object Retrieval by discrete and continuous Hidden Markov Models.
Int. J. Image Graph., 2012

Use of Fuzzy Sets in Semantic Nets for Providing On-Line Assistance to User of Technological Systems
CoRR, 2012

The threshold EM algorithm for parameter learning in bayesian network with incomplete data
CoRR, 2012

Clustering and Bayesian network for image of faces classification
CoRR, 2012

Characterization of Dynamic Bayesian Network
CoRR, 2012

Automatic liver segmentation method in CT images
CoRR, 2012

New approach using Bayesian Network to improve content based image classification systems
CoRR, 2012

Image segmentation by adaptive distance based on EM algorithm
CoRR, 2012

Tutorial and Selected Approaches on Parameter Learning in Bayesian Network with Incomplete Data.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Brain MRI Image Segmentation in View of Tumor Detection: Application to Multiple Sclerosis.
Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Étude de Modèles à base de réseaux Bayésiens pour l'aide au diagnostic de tumeurs cérébrales.
Proceedings of the IC 2012 : 23es journées Ingénierie des Connaissances (Proceedings of the 23rd French Knowledge Engineering Conference), 2012

2011
Software Comparison Dealing with Bayesian Networks.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2010
Indexation de structures de documents par réseaux bayésiens.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2010

2002
Fuzzy Sets and Similarity Measure Between Fuzzy concepts in Semantic Nets.
Proceedings of the International Conference on Artificial Intelligence, 2002

1998
Hidden Markov model with nonstationary states.
Proceedings of the 9th European Signal Processing Conference, 1998


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