jinan charafeddine

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Publications

Machine Learning-Enhanced Biomechanical Analysis for Robotic Rehabilitation

Jinan Charafeddine , Hani Hamdan , Wafaa Shakir , Ikram Athmani
Multidisciplinary Biomechanics Journal, 2025, 1 (156), pp.227-229
Article dans une revue hal-04913016 v1

One-phase multi-view clustering with unified graph and data representation convolution

F. Dornaika , J. Charafeddine
Soft Computing, 2025, ⟨10.1007/s00500-025-10533-y⟩
Article dans une revue hal-05032200 v1
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Machine Learning- Enhanced Biomechanical Analysis for Robotic Rehabilitation

Jinan Charafeddine , Hani Hamdan , Wafaa Mohammed Ridha Shakir , Ikram Athmani
Multidisciplinary Biomechanics Journal, 2025, 49th congress of the Société de Biomécanique, ⟨10.46298/mbj.14512⟩
Article dans une revue hal-04737994 v2

Enhancing Generalization and Mitigating Overfitting in Deep Learning for Brain Cancer Diagnosis from MRI

Mohamad Abou Ali , Jinan Charafeddine , Fadi Dornaika , Ignacio Arganda-Carreras
Applied Magnetic Resonance, 2025, 56 (3), pp.359-394. ⟨10.1007/s00723-024-01743-y⟩
Article dans une revue hal-05032206 v1

Leveraging Graph Convolutional Networks for Semi-supervised Learning in Multi-view Non-graph Data

F. Dornaika , J. Bi , J. Charafeddine
Cognitive Computation, 2025, 17 (2), pp.73. ⟨10.1007/s12559-025-10428-y⟩
Article dans une revue hal-05032201 v1

CGCN-FMF:1D convolutional neural network based feature fusion and multi graph fusion for semi-supervised learning

Guowen Peng , Fadi Dornaika , Jinan Charafeddine
Expert Systems with Applications, 2025, 277, pp.127194. ⟨10.1016/j.eswa.2025.127194⟩
Article dans une revue hal-05032203 v1

Semi-supervised learning for multi-view and non-graph data using Graph Convolutional Networks

F. Dornaika , J. Bi , J. Charafeddine , H. Xiao
Neural Networks, 2025, 185, pp.107218. ⟨10.1016/j.neunet.2025.107218⟩
Article dans une revue hal-05032204 v1

Towards unsupervised radiograph clustering for COVID-19: The use of graph-based multi-view clustering

F. Dornaika , S. El Hajjar , J. Charafeddine
Engineering Applications of Artificial Intelligence, 2024, 133, pp.108336. ⟨10.1016/j.engappai.2024.108336⟩
Article dans une revue hal-05032210 v1

LCAMix: Local-and-contour aware grid mixing based data augmentation for medical image segmentation

D. Sun , F. Dornaika , J. Charafeddine
Information Fusion, 2024, 110, pp.102484. ⟨10.1016/j.inffus.2024.102484⟩
Article dans une revue hal-05032208 v1

Novel Approximate Distribution of the Generalized Turbulence Channels for MIMO FSO Communications

Wafaa Shakir , Ali Mahdi , Hani Hamdan , Jinan Charafeddine , Haitham Al Satai et al.
IEEE Photonics Journal, 2024, 16 (4), pp.1-15. ⟨10.1109/JPHOT.2024.3418371⟩
Article dans une revue hal-04625187 v1

Mises-Fisher similarity-based boosted additive angular margin loss for breast cancer classification

P. Alirezazadeh , F. Dornaika , J. Charafeddine
Artificial Intelligence Review, 2024, 57 (12), pp.326. ⟨10.1007/s10462-024-10963-4⟩
Article dans une revue hal-05032207 v1

Unified Multi-view Data Clustering: Simultaneous Learning of Consensus Coefficient Matrix and Similarity Graph

F. Dornaika , S. El Hajjar , J. Charafeddine , N. Barrena
Cognitive Computation, 2024, 17 (1), pp.38. ⟨10.1007/s12559-024-10392-z⟩
Article dans une revue hal-05032205 v1
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Opportunistic Schedule Selection for Multiuser MIMO FSO Communications: A Security- Reliability Trade-Off Perspective

Wafaa Mohammed Ridha Shakir , Jinan Charafeddine , Haitham Al Satai , Hani Hamdan , Samir Haddad et al.
IEEE Photonics Journal, 2023, 15 (3), pp.1-15. ⟨10.1109/JPHOT.2023.3262183⟩
Article dans une revue hal-04386850 v1

Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity

F. Dornaika , D. Sun , K. Hammoudi , J. Charafeddine , A. Cabani et al.
Pattern Recognition, 2023, 139, pp.109481. ⟨10.1016/j.patcog.2023.109481⟩
Article dans une revue hal-05032212 v1
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LightCert4IoTs: Blockchain-Based Lightweight Certificates Authentication for IoT Applications

Abba Garba , David Khoury , Patrick Balian , Samir Haddad , Jinane Sayah et al.
IEEE Access, 2023, 11, pp.28370-28383. ⟨10.1109/ACCESS.2023.3259068⟩
Article dans une revue hal-04386845 v1
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Security-Reliability Tradeoff Analysis for Multiuser FSO Communications over a Generalized Channel

Wafaa Mohammed Ridha Shakir , Jinan Charafeddine , Hani Hamdan , Israa Alshabeeb , Nidaa Ali et al.
IEEE Access, 2023, 11, pp.53019 - 53033. ⟨10.1109/ACCESS.2023.3280908⟩
Article dans une revue hal-04386847 v1

Object-centric Contour-aware Data Augmentation Using Superpixels of Varying Granularity

F. Dornaika , D. Sun , K. Hammoudi , J. Charafeddine , Adnane Cabani et al.
Pattern Recognition, 2023, 139, pp.109481. ⟨10.1016/j.patcog.2023.109481⟩
Article dans une revue hal-04083016 v1
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Mathematical Model with Energy and Clustering Energy Based Routing Protocols as Remediation to the Directional Source Aware Routing Protocol in Wireless Sensor Networks

Samir Haddad , Jinane Sayah , Bachar El-Hassan , Chadi Kallab , Mohamad Chakroun et al.
Wireless Sensor Network, 2022, 14 (02), pp.23-39. ⟨10.4236/wsn.2022.142002⟩
Article dans une revue hal-03784326 v1

Generic tabu search

Chadi Kallab , Samir Haddad , Imad El-Zakhem , Jinane Sayah , Mohamad Chakroun et al.
Journal of Software Engineering and Applications, 2022, 15 (07), pp.262-273. ⟨10.4236/jsea.2022.157016⟩
Article dans une revue hal-03784328 v1
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Optimization of Dental Devices and Tools Used on Teeth

Berna Uzun , Dilber Ozsahin , Hani Hamdan , Jinan Charafeddine , Ünsal Gürkan et al.
BioMed Research International , 2021, 2021, pp.9913788. ⟨10.1155/2021/9913788⟩
Article dans une revue hal-03253408 v1
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Toward Bio-Kinematic for Secure Use of Rehabilitation Exoskeleton

J. Charafeddine , D. Pradon , S. Alfayad , Sylvain Chevallier , M. Khalil
Computer Methods in Biomechanics and Biomedical Engineering, 2019, 22 (sup1), pp.S424-S426. ⟨10.1080/10255842.2020.1714968⟩
Article dans une revue hal-03017979 v1
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Biokinematic Control Strategy for Rehabilitation Exoskeleton Based on User Intention

Jinan Charafeddine , Sylvain Chevallier , Samer Alfayad , Mohamad Khalil , Didier Pradon
International Journal of Modeling and Optimization, 2019, 9 (6), pp.322-328. ⟨10.7763/IJMO.2019.V9.730⟩
Article dans une revue hal-02421115 v1
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A Human-Robot Interaction Platform for Operator Well-Being: A Case-Study

Swaminath Venkateswaran , Jinan Charafeddine
ASME 2024 International Mechanical Engineering Congress and Exposition, Nov 2024, Portland, United States. ⟨10.1115/IMECE2024-147259⟩
Communication dans un congrès hal-04912328 v1

ESER- Machine Learning Model for Predicting RSSI of FSO Communications in Forest Environments

Jinan Charafeddine , Wafaa Shakir , Hani Hamdan
IEEE Consumer Communications and Networking Conference (CCNC-2025), Jan 2025, Las Vegas, United States
Communication dans un congrès hal-04913044 v1

Innovations in neuro-motor rehabilitation: Towards adaptive and patient-centered robotic support

Jinan Charafeddine , Hani Hamdan , Wafaa Shakir
International Conference on Global Healthcare Travel Forum (GHTF-2024), Apr 2024, Vokolida, Cyprus
Communication dans un congrès hal-04913017 v1

Flexible Granular Deep Learning Voting Architecture

Chadi Kallab , Samir Haddad , Jinan Charafeddine , Joseph Merhej , Nisrine Turkey et al.
2024 International Conference on Computer and Applications (ICCA), Dec 2024, Cairo, France. pp.1-8, ⟨10.1109/ICCA62237.2024.10927895⟩
Communication dans un congrès hal-05032217 v1

Enhancing Prosthetic and Orthopedic Support Devices Through Advanced Composite Material Assembly and Design Optimization

Radouane Akrache , Wafaa Mohammed Ridha Shakir , Jinan Charafeddine
ASME 2024 International Mechanical Engineering Congress and Exposition, Nov 2024, Portland, France. ⟨10.1115/IMECE2024-147261⟩
Communication dans un congrès hal-05032225 v1

Data Augmentation Techniques for Medical Image Segmentation – A Review

Nancy Kozah , Fadi Dornaika , Jinan Charafeddine , Jihad El Jaam
2024 International Conference on Computer and Applications (ICCA), Dec 2024, Cairo, France. pp.1-8, ⟨10.1109/ICCA62237.2024.10927851⟩
Communication dans un congrès hal-05032215 v1

Neuro-Motor Index for Upper Limb Exoskeleton Control: A Machine Learning Approach

Jinan Charafeddine , Taha Houda , Swaminath Venkateswaran , Yasin Dhaher
2024 International Conference on Computer and Applications (ICCA), The British University in Egypt, Dec 2024, Cairo, France. pp.01-06, ⟨10.1109/ICCA62237.2024.10928075⟩
Communication dans un congrès hal-05032219 v1

Enhancing Medical Image Classification with Streamlined-EvidNet: A Robust Neural Network Architecture

Saeed Al Gharib , Jinan Charafeddine , Samir Haddad , Fadi Dornaika
2024 International Conference on Computer and Applications (ICCA), Dec 2024, Cairo, France. pp.1-6, ⟨10.1109/ICCA62237.2024.10928015⟩
Communication dans un congrès hal-05032218 v1

Unified Performance Analysis for UAV-based FSO Communication Systems

Wafaa Shakir , Zainab Abdulazeez , Hani Hamdan , Jinan Charafeddine
9th International Congress on Information and Communication Technology (ICICT-2024), Feb 2024, London, United Kingdom. pp.613-629
Communication dans un congrès hal-04913036 v1

Unmanned Aerial Vehicles-based Free Space optical Communications Network for Disaster-Affected Areas

Wafaa Shakir , Hani Hamdan , Jinan Charafeddine
International Conference on Natural Resources and Sustainable Environmental Management (NRSEM-2023), Dec 2023, Nicosia, Cyprus
Communication dans un congrès hal-04386861 v1

Semi-supervised Classification through Data and Label Graph Fusion

F. Dornaika , A. Baradaaji , J. Charafeddine
2023 International Conference on Computer and Applications (ICCA), Nov 2023, Cairo, France. pp.1-6, ⟨10.1109/ICCA59364.2023.10401729⟩
Communication dans un congrès hal-05032226 v1
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Using Artificial Intelligence to Improve the Lives of Wheelchair Users

J. Charafeddine , Nadia Kichaa , Eric Monacellia
48th congress of the Société de Biomécanique., Oct 2023, Grenoble, France. pp.253-260, ⟨10.1080/10255842.2023.2246304⟩
Communication dans un congrès hal-05032235 v1
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On Path Planning and Optimization Strategies: Toward Embedded Road Applications

Taha Houda , Jinan Charafeddine , Hani Hamdan , Sylvain Chevallier
IEEE International Conference on Smart Systems and Power Management 2022, Nov 2022, Beirut, Lebanon. pp.197-202, ⟨10.1109/IC2SPM56638.2022.9988830⟩
Communication dans un congrès hal-03967576 v1
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Tracking R t of COVID-19 Vaccine Effectiveness Using Kalman Filter and SIRD Model

Kaddour Mahmoud , Jinan Charafeddine , Nazih Moubayed
2021 Sixth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2021, Werdanyeh, Lebanon. pp.151-154, ⟨10.1109/ICABME53305.2021.9604831⟩
Communication dans un congrès hal-03967695 v1
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Purposeful Proposal for CP-afflicted Upper Limbs Exoskeletons

Jinan Charafeddine , Ibrahim Maassarani , Sylvain Chevallier , Samer Alfayad
Sixth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2021, Beyrouth, Lebanon. ⟨10.1109/ICABME53305.2021.9604854⟩
Communication dans un congrès hal-03445199 v1
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Neuromotor Strategy of Gait Rehabilitation for Lower-Limb Spasticity

Jinan Charafeddine , Sylvain Chevallier , Mohamad Khalil , Didier Pradon , Samer Alfayad
International Conference on Advances in Biomedical Engineering (ICABME), Oct 2019, Tripoli, Lebanon. ⟨10.1109/ICABME47164.2019.8940263⟩
Communication dans un congrès hal-02541681 v1