Omar Bouattane

Orcid: 0000-0002-1207-2779

According to our database1, Omar Bouattane authored at least 45 papers between 1995 and 2024.

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

Timeline

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Bibliography

2024
Predicting patients with Parkinson's disease using Machine Learning and ensemble voting technique.
Multim. Tools Appl., March, 2024

Advanced detection of cardiac arrhythmias using a three-stage CBD filter and a multi-scale approach in a combined deep learning model.
Biomed. Signal Process. Control., February, 2024

2023
Multi-objective control and optimization of a stand-alone photovoltaic power conversion system with battery storage energy management.
IFAC J. Syst. Control., December, 2023

Performance evaluation of spatial fuzzy C-means clustering algorithm on GPU for image segmentation.
Multim. Tools Appl., February, 2023

Optimizing Machine Learning Algorithms for Heart Disease Classification and Prediction.
Int. J. Online Biomed. Eng., 2023

A Review of Feature Selection and HyperparameterOptimization Techniques for Breast Cancer Detection on thermograms Images.
Proceedings of the 6th IEEE International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, 2023

2022
Towards an Accurate MRI Acute Ischemic Stroke Lesion Segmentation Based on Bioheat Equation and U-Net Model.
Int. J. Biomed. Imaging, 2022

2021
Automatic cardiac cine MRI segmentation and heart disease classification.
Comput. Medical Imaging Graph., 2021

Automatic Spatio-Temporal Deep Learning-Based Approach for Cardiac Cine MRI Segmentation.
Proceedings of the Networking, Intelligent Systems and Security, 2021

Vulnerability and security risk assessment in a IIoT environment in compliance with standard IEC 62443.
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021

2020
Head Pose Estimation Using Lattice Computing Techniques.
Proceedings of the 28th International Conference on Software, 2020

Thermal Energy Storage By Phase Change Materials Suitable For Solar Water Heaters: An Updated Review.
Proceedings of the 2nd IEEE International Conference on Electronics, 2020

Prediction of Patients with Heart Disease using Artificial Neural Network and Adaptive Boosting techniques.
Proceedings of the 3rd International Conference on Advanced Communication Technologies and Networking, 2020

Interoperability Between Heterogeneous Multi-agent Systems Recommended by FIPA: Towards a Weakly Coupled Approach Based on a Network of Recurrent Neurons of the LSTM type.
Proceedings of the 3rd International Conference on Advanced Communication Technologies and Networking, 2020

2019
Q-learning and ACO hybridisation for real-time scheduling on heterogeneous distributed architectures.
Int. J. Comput. Sci. Eng., 2019

Towards Reinforced Brain Tumor Segmentation on MRI Images Based on Temperature Changes on Pathologic Area.
Int. J. Biomed. Imaging, 2019

Image segmentation with local active contours on graphics processing units.
Proceedings of the 4th International Conference on Smart City Applications, 2019

Parallel Implementation and Performance Evaluation of some Supervised Clustering Algorithms for MRI Images Segmentation.
Proceedings of the BDIoT'19: The 4th International Conference On Big Data and Internet of Things, 2019

Towards a Smart Energy Sharing in Micro Smart Grid Adopting SDN Approach.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

2018
GPU fuzzy c-means algorithm implementations: performance analysis on medical image segmentation.
Multim. Tools Appl., 2018

Auto guiding a mobile projector.
Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications, 2018

Real-time management model for frequent Big Data errors : Automatic Clean Repository For Big Data (ACR).
Proceedings of the 6th International Conference on Multimedia Computing and Systems, 2018

Towards a New Micro Agents Middleware for Massively Distributed Systems.
Proceedings of the 6th International Conference on Multimedia Computing and Systems, 2018

Comparative study of boost, interleaved and double dual boost converter topologies.
Proceedings of the 2018 International Conference on Electronics, 2018

A fuzzy medical diagnostic support system for cardiovascular diseases diagnosis using risk factors.
Proceedings of the 2018 International Conference on Electronics, 2018

BCI for Assessing the Emotional and Cognitive Skills of Children with Special Educational Needs.
Proceedings of the 5th IEEE International Congress on Information Science and Technology, 2018

2017
A multi-agent model for general-purpose computing on graphics processing units.
Multiagent Grid Syst., 2017

New parallel hybrid implementation of bias correction fuzzy C-means algorithm.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

2016
A New Scalable, Distributed, Fuzzy C-Means Algorithm-Based Mobile Agents Scheme for HPC: SPMD Application.
Comput., 2016

A new model for programming distributed computer based on GPU chip and mobile Agent.
Proceedings of the 11th International Conference on Intelligent Systems: Theories and Applications, 2016

A multi-agent based on ant colony model for urban traffic management.
Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016

A new efficient distributed computing middleware based on cloud micro-services for HPC.
Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016

Toward an efficient brain tumor extraction using level set method and pennes bioheat equation.
Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

GPU based implementation of spatial fuzzy c-means algorithm for image segmentation.
Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

2015
A wide diversity of 3D surfaces Generator using a new implicit function.
CoRR, 2015

A mobile agent team works model for HPC big data analysis: Fuzzy logic application.
Proceedings of the 5th International Conference on Information & Communication Technology and Accessibility, 2015

Embedded agent for medical image segmentation.
Proceedings of the 27th International Conference on Microelectronics, 2015

New fine-grained clustering algorithm on GPU architecture for bias field correction and MRI image segmentation.
Proceedings of the 27th International Conference on Microelectronics, 2015

2014
A new massively parallel and distributed virtual machine model using mobile agents.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2011
Parallel c-means algorithm for image segmentation on a reconfigurable mesh computer.
Parallel Comput., 2011

2010
A Massively Parallel Re-Configurable Mesh Computer Emulator: Design, Modeling and Realization.
J. Softw. Eng. Appl., 2010

2005
theta(1) Time Algorithm for Structural Characterization of Multi-Leveled Images and its Applications on a Reconfigurable Mesh Computer.
J. Intell. Robotic Syst., 2005

2002
A Fast Parallel Algorithm for Convex Hull Problem of Multi-Leveled Images.
J. Intell. Robotic Syst., 2002

2001
A Fast Algorithm for k-Nearest Neighbor Problem on a Reconfigurable Mesh Computer.
J. Intell. Robotic Syst., 2001

1995
θ(1) time quadtree algorithm and its application for image geometric properties on a mesh connected computer (MCC).
IEEE Trans. Syst. Man Cybern., 1995


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