Mohamed Cheriet, École de technologie supérieure

Research

Blind clustering Degaradation modeling Document image analysis Graphical models Ink seepage simulation Low rank matrix factorization Multi-spectral image processing Pattern Recognition

Latest papers

XGBoost-Based Digital Twin Model for Predicting Trajectory Errors in a Hexapod Coordinated Machining System Using Positioning Accuracy and Vibration Data.
Sensors (Basel, Switzerland) · 2025
Multi-speed transformer network for neurodegenerative disease assessment and activity recognition.
Computer methods and programs in biomedicine · 2023 · first author
Automatic evaluation of vessel diameter variation from 2D X-ray angiography.
International journal of computer assisted radiology and surgery · 2017 · senior author

All 7 publications

Latest funding

Intelligent Predictive Maintenance 4.0 for Heavy-duty Electrical Bus
NSERC · 2022 · Co-investigator
$183,800
Energy Efficiency and AI-Powered 5G and Beyond Networks
NSERC · 2021 · Principal investigator
$600,000
Data-driven modeling for understanding ancient documents from multimodal images
NSERC · 2019 · Principal investigator
$330,000

All 21 grants and awards

7 publications.

01

XGBoost-Based Digital Twin Model for Predicting Trajectory Errors in a Hexapod Coordinated Machining System Using Positioning Accuracy and Vibration Data.

Xing K, Feng M, Bonev IA, Champliaud H, Cheriet M, Liu Z

Sensors (Basel, Switzerland)2025

DOI: 10.3390/s25237142 PMID: 41374520

02

Multi-speed transformer network for neurodegenerative disease assessment and activity recognition.

Cheriet M, Dentamaro V, Hamdan M, Impedovo D, Pirlo G

Computer methods and programs in biomedicine2023First author

DOI: 10.1016/j.cmpb.2023.107344 PMID: 36706617

03

Automatic evaluation of vessel diameter variation from 2D X-ray angiography.

M'hiri F, Duong L, Desrosiers C, Dahdah N, Miró J, Cheriet M

International journal of computer assisted radiology and surgery2017Senior author

DOI: 10.1007/s11548-017-1639-9 PMID: 28707212

04

A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences.

M'hiri F, Duong L, Desrosiers C, Leye M, Miró J, Cheriet M

Computers in biology and medicine2016Senior author

DOI: 10.1016/j.compbiomed.2016.10.001 PMID: 27744180

05

Nonrigid 2D/3D registration of coronary artery models with live fluoroscopy for guidance of cardiac interventions.

Rivest-Hénault D, Sundar H, Cheriet M

IEEE transactions on medical imaging2012Senior author

DOI: 10.1109/tmi.2012.2195009 PMID: 22531755

06

Semisupervised learning using Bayesian interpretation: application to LS-SVM.

Adankon MM, Cheriet M, Biem A

IEEE transactions on neural networks2011

DOI: 10.1109/tnn.2011.2105888 PMID: 21335311

07

Semisupervised least squares support vector machine.

Adankon MM, Cheriet M, Biem A

IEEE transactions on neural networks2009

DOI: 10.1109/tnn.2009.2031143 PMID: 19963446

Intelligent Predictive Maintenance 4.0 for Heavy-duty Electrical Bus

Co-investigatorNSERC2022Alliance Grants

Principal investigators: Yacout, Soumaya S

Keywords: ai empowered 5g-and-beyond networks; analytics of faults and failures; artificial intelligence; autonomous maintenance; energy efficiency; maintenance 4.0; physical assets health management; self-healing system; substainable smart cloud & networks

$183,800

Energy Efficiency and AI-Powered 5G and Beyond Networks

Principal investigatorNSERC2021Alliance Grants

Principal investigators: Cheriet, Mohamed M

Keywords: 5g; artificial intelligence; cloud computing; energy efficiency; machine learning; network slicing; next generation radio; optimization; o-ran; sustainability

$600,000

Data-driven modeling for understanding ancient documents from multimodal images

Principal investigatorNSERC2019Discovery Grants Program - Individual

Principal investigators: Cheriet, Mohamed

Keywords: pattern recognition; document image analysis; ink seepage simulation; terahertz characterization; multi-spectral image processing; low rank matrix factorization; degaradation modeling; blind clustering; visual information recognition; graphical models

$330,000

NSERC CREATE for Network Softwarization

Co-investigatorNSERC2017Collaborative Research and Training Experience

Principal investigators: Leon-Garcia, Alberto NA

$1,650,000

Green software-defined platform for smart city big data applications

Co-investigatorNSERC2017Strategic Projects - Group

Principal investigators: LeonGarcia, Alberto

$900,000

Operations and Maintenance Support for Smart Applications and Virtual Infrastructure Testbed

Co-investigatorNSERC2017Research Tools and Instruments

Principal investigators: LeonGarcia, Alberto

$101,858

The visibility of knowledge: the computational study of scientific illustration in the nineteenth century

Co-investigatorSSHRC2016Insight Grants

Principal investigators: Piper, Andrew

Keywords: history of science; book history; digital humanities; image processing

$290,375

Sustainable cloud-based M2M smart home

Principal investigatorNSERC2014Collaborative Research and Development Grants

Principal investigators: Cheriet, Mohamed

$269,576

Data-Driven Approach to Understanding Ancient Manuscripts

Principal investigatorNSERC2014Discovery Grants Program - Individual

Principal investigators: CHERIET, MOHAMED

$230,000

Smart virtual wan hypervisor for environmental-aware inter-data network

Principal investigatorNSERC2013Collaborative Research and Development Grants

Principal investigators: Cheriet, Mohamed

$430,000

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

Frequent collaborators

Génie logiciel et des TI
Génie des systèmes
Génie mécanique
Mechanical Engineering

Co-authors at École de technologie supérieure, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.

Luc Duong

Génie logiciel et des TI

2 shared papers, latest 2017

Christian Desrosiers

Génie logiciel et des TI

2 shared papers, latest 2017

Zhaoheng Liu

Mechanical Engineering

1 shared papers, latest 2025

Henri Champliaud

Génie mécanique

1 shared papers, latest 2025

Write to this professor

A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.

Applying for

Paper to mentionMention their NSERC grant from 2021

Subject: Prospective PhD student: Blind clustering Dear Professor Cheriet, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. I read your paper "XGBoost-Based Digital Twin Model for Predicting Trajectory Errors in a Hexapod Coordinated Machining System Using Positioning Accuracy and Vibration Data." (2025), and it connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "Energy Efficiency and AI-Powered 5G and Beyond Networks" (2021), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]