Hani HAMDAN

Associate Professor

L2S, CentraleSupélec
Bât. Breguet D3.12
3 rue Joliot Curie
91190 Gif-sur-Yvette, France

+33 (0)1 69 85 14 13

Publications

Journal articles

2021

Radiologists versus Deep Convolutional Neural Networks: A Comparative Study for Diagnosing COVID-19

Helwan, Maaitah, Hamdan, Uzun, Tuncyurek
Computational and Mathematical Methods in Medicine, 2021

Integration of a haptic glove in a virtual reality-based environment for medical training and procedures

Besnea, Cismaru, Trasculescu, Resceanu, Ionescu, Hamdan, Bizdoaca
Acta Technica Napocensis, Series: Applied Mathematics, Mechanics, and Engineering, 64 (1-S2), p. 281-290, 2021

Optimization of Dental Devices and Tools used on Teeth

Uzun, Uzun, Hamdan, Charafeddine
BioMed Research International, 2021
2016

A machine learning system for automated whole-brain seizure detection

Fergus, Hussain, Hignett, Al-Jumeily, Abdel-Aziz, Hamdan
Applied Computing and Informatics, 12 (1), p. 70-89, 2021
2015

A machine learning system for automatic detection of preterm activity using artificial neural networks and uterine electromyography data

Fergus, Hussain, Al-Jumeily, Hamdan
International Journal of Adaptive and Innovative Systems (IJAIS), 2 (2), p. 161-179, 2021
2013

Compression methods for mechanical vibration signals: Application to the plane engines

Oltean, Picheral, Lahalle, Hamdan, Griffaton
Mechanical Systems and Signal Processing, 41 (1-2), p. 313-327, 2013
2012

Kohonen neural networks for interval-valued data clustering

Hamdan, Hajjar
International Journal of Advanced Computer Science, 2 (11), p. 412-419, 2012

Mixture Model Clustering of Binned Uncertain Data

Hamdan
Control Eng. Appl. Inform., 14 (1), SRAIT, p. 67-73, 2021

Conference papers

2021

Biomechanical Compatibility of 3D Printed Upper Limb Assistive Technology

Isa, Hamdan, Uzun
International Clinical Engineering and Health Technology Management Congress, Lake Buena Vista, États-Unis, 2021

Smart design solution for improving life of people with locomotion disabilities

Pană, Vladu, Besnea, Cismaru, Trasculescu, Hamdan, Bizdoaca
IEEE International Carpathian Control Conference, Ostrava, Tchéquie, 2021

Brain-Computer Virtual Reality Interface System for Brainwave Analysis in Medical Recovery

Besnea, Resceanu, Trasculescu, Pană, Cismaru, Hamdan, Bizdoaca
IEEE International Carpathian Control Conference, Ostrava, Tchéquie, 2021
2020

Keynote Speaker talk on: “The place of intelligent systems for industrial automation in the four industrial revolutions towards Industry 4.0”

Hamdan
World Conference on Intelligent Systems for Industrial Automation (WCIS 2020), Tashkent, Ouzbékistan, 2020
2019

Keynote Speaker talk on: “Self-organizing maps for interval-valued data. Application to the analysis of climate and meteorological data”

Hamdan
International Conference on Environment Survival and Sustainability (ESS 2019), Nicosia, Chypre, 2019

Keynote Speaker talk on: “Self-organizing maps for interval-valued data. Trend to clustering of big data”

Hamdan
International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions (ICSCCW 2019), Prague, Tchéquie, 2019
2018

Keynote Speaker talk on: “Promising approaches to big data clustering and classification”

Hamdan
World Conference on Intelligent Systems for Industrial Automation (WCIS 2018), Tashkent, Ouzbékistan, 2018

Keynote Speaker talk on: “Maximum likelihood estimation from interval-valued data. Application to fuzzy clustering”

Hamdan
International Conference on Applications of Fuzzy Systems and Soft Computing (ICAFS 2018), Warsaw, Pologne, 2018
2017

Data representation in sentiment analysis task

Hamdan, Vigier, Wantiez
International Conference on Internet of Things and Machine Learning (IML 2017), Liverpool, Royaume-Uni, 2017
2016

A mixture model approach to big data clustering and classification

Hamdan
International Conference on Big Data and Advanced Wireless Technologies (BDAW 2016), Blagoevgrad, Bulgarie, 2016

Books

2018
Direction d’ouvrages scientifiques
2017

Proceedings of the International Conference on Advanced Wireless Information, Data, and Communication Technologies (AWICT 2017)

Hamdan
ACM International Conference Proceedings Series, Published by the Association for Computing Machinery (ACM), New York, NY, USA, 2017

Proceedings of the International Conference on Internet of Things and Machine Learning (IML 2017)

Hamdan, Boubiche, Hidoussi
ACM International Conference Proceedings Series, Published by the Association for Computing Machinery (ACM), New York, NY, USA, 2017

Proceedings of the International Conference on Developments in eSystems Engineering (DeSE 2017)

Hamdan, Al-Jumeily, Hussain, Tawfik, Hind
Published by the IEEE Computer Society, IEEE, 2017

Proceedings of the International Conference on Internet of Things, Data and Cloud Computing (ICC 2017)

Hamdan, Boubiche, Hidoussi
ACM International Conference Proceedings Series, Published by the Association for Computing Machinery (ACM), New York, NY, USA, 2017
2016
Chapitres d’ouvrages scientifiques

Prediction of intrapartum hypoxia from cardiotocography data using machine learning

Fergus, De-Shuang, Hamdan
in Applied Computing in Medicine and Health – Emerging Topics in Computer Science and Applied Computing, pp. 125-146, Elsevier, 2021
Direction d’ouvrages scientifiques

Proceedings of the International Conference on Big Data and Advanced Wireless Technologies (BDAW 2016)

Boubiche, Hamdan, Hidoussi
ACM International Conference Proceedings Series, Published by the Association for Computing Machinery (ACM), New York, NY, USA, 2016

Proceedings of the International Conference on Developments in eSystems Engineering (DeSE 2016)

Hussain, Al-Jumeily, Hamdan, Tawfik, Dawson, Hind
Published by the IEEE Computer Society, IEEE, 2016
2014
Chapitres d’ouvrages scientifiques

Block matching algorithms for motion estimation – A comparison study

Hussain, Knight, Al-Jumeily, Fergus, Hamdan
in Advances in Signal Processing and Intelligent Recognition Systems – Series Advances in Intelligent Systems and Computing, vol. 264, pp. 359-369, Springer-Verlag, 2021
2012

Clustering of Interval Data using Self-Organizing Maps – Application to Meteorological Data

Hajjar, Hamdan
in Applied Computational Intelligence in Engineering and Information Technology: Revised and Selected Papers from the 6th IEEE International Symposium on Applied Computational Intelligence and Informatics), pp. 135-146, Springer, 2012

Control of Snake Type Biomimetic Structure

Ivanescu, Bizdoaca, Hamdan, Eltabach, Florescu
in Bio-Inspired Models of Network, Information, and Computing Systems, pp. 554-562, Springer-Verlag, 2021

Bio-inspired Transputer Based-Fuzzy Mobile Robot

Mattar, Al-Mutib, Hamdan, Hamdan
in Bio-Inspired Models of Network, Information, and Computing Systems, pp. 607-620, Springer-Verlag, 2021

Patents and software

These/HDR

2005
Thèses