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

A machine learning system for automated whole-brain seizure detection

Paul Fergus, Abir Jaafar Hussain, David Hignett, Dhiya Al-Jumeily, Khaled Abdel-Aziz, Hani Hamdan
Applied Computing and Informatics, 2016

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

Paul Fergus, Abir Jaafar Hussain, Dhiya Al-Jumeily, Hani Hamdan
International Journal of Adaptive and Innovative Systems (IJAIS), 2015

Cartes auto-organisatrices pour la classification des données de type intervalle en se basant sur la distance city-block

Chantal Hajjar, Hani Hamdan
Revue des Nouvelles Technologies de l'Information, 2015

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

Marius Oltean, José Picheral, Elisabeth Lahalle, Hani Hamdan, Julien Griffaton
Mechanical Systems and Signal Processing, 2013

Kohonen neural networks for interval-valued data clustering

Hani Hamdan, Chantal Hajjar
International Journal of Advanced Computer Science, 2012

Mixture Model Clustering of Binned Uncertain Data

Hani Hamdan
Journal of Control Engineering and Applied Informatics, 2012

Diagnostic des moteurs à induction par analyse de la matrice spectrale des trois courants d’alimentation

Mario Eltabach, Farid Tafinine, Hani Hamdan, Sophie Sieg-Zieba, Jérôme Antoni
Journal Européen des Systèmes Automatisés (JESA), 2010

Biomimetic control architecture for robotic cooperative tasks

N. Bizdoaca, Hani Hamdan, D. Coman, M. Hamdan, K. Al Mutib
Artificial Life and Robotics, 2010

Conference papers

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

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

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

Hani Hamdan
World Conference on Intelligent Systems for Industrial Automation (WCIS 2018)

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

Hani Hamdan
International Conference on Applications of Fuzzy Systems and Soft Computing (ICAFS 2018)

Data representation in sentiment analysis task

Hani Hamdan, Pierre Vigier, Frédéric Wantiez
International Conference on Internet of Things and Machine Learning (IML 2017)

A mixture model approach to big data clustering and classification

Hani Hamdan
International Conference on Big Data and Advanced Wireless Technologies (BDAW 2016)

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

Hani Hamdan
International Conference on Big Data and Advanced Wireless Technologies (BDAW 2016)

Partially synthesised dataset to improve prediction accuracy

Ahmed Aljaaf, Dhiya Al-Jumeily, Abir Jaafar Hussain, Paul Fergus, Mohammed Al-Jumaily, Hani Hamdan
International Conference on Intelligent Computing (ICIC 2016)

A mobile health monitoring application for obesity management and control using the internet-of-things

Mohamed Alloghani, Abir Jaafar Hussain, Dhiya Al-Jumeily, Paul Fergus, Omar Abuelma’Atti, Hani Hamdan
Sixth International Conference on Digital Information Processing and Communications (ICDIPC)

Books

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

Hani Hamdan, Dhiya Al-Jumeily, Abir Jaafar Hussain, Hissam Tawfik, Jade Hind

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

Abir Jaafar Hussain, Dhiya Al-Jumeily, Hani Hamdan, Hissam Tawfik, Tom Dawson, Jade Hind

Block matching algorithms for motion estimation – A comparison study

Abir Jaafar Hussain, Liam Knight, Dhiya Al-Jumeily, Paul Fergus, Hani Hamdan

Control of Snake Type Biomimetic Structure

M. Ivanescu, N. Bizdoaca, Hani Hamdan, M. Eltabach, M. Florescu

Bio-inspired Transputer Based-Fuzzy Mobile Robot

Ebrahim Mattar, Khalid Al-Mutib, Hani Hamdan, Mohamad Hamdan

Patents and software

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