2017

Conference papers

titre
Data representation in sentiment analysis task
auteur
Hani Hamdan, Pierre Vigier, Frédéric Wantiez
article
International Conference on Internet of Things and Machine Learning (IML 2017), Oct 2017, Liverpool, United Kingdom
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Directions of work or proceedings

titre
Proceedings of the International Conference on Advanced Wireless Information, Data, and Communication Technologies (AWICT 2017)
auteur
Hani Hamdan
article
Hamdan, Hani. Nov 2017, Paris, France. ACM International Conference Proceedings Series, Published by the Association for Computing Machinery (ACM), New York, NY, USA, 2017, ISBN 978-1-4503-5310-6
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titre
Proceedings of the International Conference on Internet of Things and Machine Learning (IML 2017)
auteur
Hani Hamdan, Djallel Eddine Boubiche, Faouzi Hidoussi
article
Hamdan, Hani and Boubiche, Djallel Eddine and Hidoussi, Faouzi. Oct 2017, Liverpool, United Kingdom. ACM International Conference Proceedings Series, Published by the Association for Computing Machinery (ACM), New York, NY, USA, 2017, ISBN 978-1-4503-5243-7
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titre
Proceedings of the International Conference on Developments in eSystems Engineering (DeSE 2017)
auteur
Hani Hamdan, Dhiya Al-Jumeily, Abir Jaafar Hussain, Hissam Tawfik, Jade Hind
article
Hamdan, Hani and Al-Jumeily, Dhiya and Hussain, Abir Jaafar and Tawfik, Hissam and Hind, Jade. Jun 2017, Paris, France. Published by the IEEE Computer Society, IEEE, 2017, ISSN 2161-1343
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titre
Proceedings of the International Conference on Internet of Things, Data and Cloud Computing (ICC 2017)
auteur
Hani Hamdan, Djallel Eddine Boubiche, Faouzi Hidoussi
article
Hamdan, Hani and Boubiche, Djallel Eddine and Hidoussi, Faouzi. Mar 2017, Cambridge, United Kingdom. ACM International Conference Proceedings Series, Published by the Association for Computing Machinery (ACM), New York, NY, USA, 2017, ISBN 978-1-4503-4774-7
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2016

Journal articles

titre
A machine learning system for automated whole-brain seizure detection
auteur
Paul Fergus, Abir Jaafar Hussain, David Hignett, Dhiya Al-Jumeily, Khaled Abdel-Aziz, Hani Hamdan
article
Applied Computing and Informatics, Elsevier, 2016, 12 (1), pp.70-89. ⟨10.1016/j.aci.2015.01.001 ⟩
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Conference papers

titre
A mixture model approach to big data clustering and classification
auteur
Hani Hamdan
article
International Conference on Big Data and Advanced Wireless Technologies (BDAW 2016), Nov 2016, Blagoevgrad, Bulgaria. ⟨10.1145/3010089.3016031⟩
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titre
Keynote Speaker talk on: “Mixture model approaches to big data clustering and classification”
auteur
Hani Hamdan
article
International Conference on Big Data and Advanced Wireless Technologies (BDAW 2016), Nov 2016, Blagoevgrad, Bulgaria. ⟨10.1145/3010089.3010144⟩
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titre
Partially synthesised dataset to improve prediction accuracy
auteur
Ahmed Aljaaf, Dhiya Al-Jumeily, Abir Jaafar Hussain, Paul Fergus, Mohammed Al-Jumaily, Hani Hamdan
article
International Conference on Intelligent Computing (ICIC 2016), Aug 2016, Lanzhou, China. pp.855-866, ⟨10.1007/978-3-319-42291-6_84 ⟩
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titre
A mobile health monitoring application for obesity management and control using the internet-of-things
auteur
Mohamed Alloghani, Abir Jaafar Hussain, Dhiya Al-Jumeily, Paul Fergus, Omar Abuelma'Atti, Hani Hamdan
article
Sixth International Conference on Digital Information Processing and Communications (ICDIPC), Apr 2016, Beirut, Lebanon. pp.19-24, ⟨10.1109/icdipc.2016.7470785 ⟩
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Book sections

titre
Prediction of intrapartum hypoxia from cardiotocography data using machine learning
auteur
Paul Fergus, Huang De-Shuang, Hani Hamdan
article
Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, and Carol Oliver (editors). Applied Computing in Medicine and Health - Emerging Topics in Computer Science and Applied Computing, Elsevier, pp.125-146, 2016, ⟨10.1016/b978-0-12-803468-2.00006-0 ⟩
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Directions of work or proceedings

titre
Proceedings of the International Conference on Big Data and Advanced Wireless Technologies (BDAW 2016)
auteur
Djallel Eddine Boubiche, Hani Hamdan, Faouzi Hidoussi
article
Boubiche, Djallel Eddine and Hamdan, Hani and Hidoussi, Faouzi. Nov 2016, Blagoevgrad, Bulgaria. ACM International Conference Proceedings Series, Published by the Association for Computing Machinery (ACM), New York, NY, USA, 2016, ISBN 978-1-4503-4779-2
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titre
Proceedings of the International Conference on Developments in eSystems Engineering (DeSE 2016)
auteur
Abir Jaafar Hussain, Dhiya Al-Jumeily, Hani Hamdan, Hissam Tawfik, Tom Dawson, Jade Hind
article
Hussain, Abir Jaafar and Al-Jumeily, Dhiya and Hamdan, Hani and Tawfik, Hissam and Dawson, Tom and Hind, Jade. Aug 2016, Liverpool and Leeds, United Kingdom. Published by the IEEE Computer Society, IEEE, 2016, ISBN 978-1-5090-5486-2
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2015

Journal articles

titre
Cartes auto-organisatrices pour la classification des données de type intervalle en se basant sur la distance city-block
auteur
Chantal Hajjar, Hani Hamdan
article
Revue des Nouvelles Technologies de l'Information, Hermann, 2015, RNTI-E-29, pp.119-131
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titre
A machine learning system for automatic detection of preterm activity using artificial neural networks and uterine electromyography data
auteur
Paul Fergus, Abir Jaafar Hussain, Dhiya Al-Jumeily, Hani Hamdan
article
International Journal of Adaptive and Innovative Systems (IJAIS), 2015, 2 (2), pp.161-179. ⟨10.1504/ijais.2015.072143⟩
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Conference papers

titre
Modelling and parameter observation for proton-exchange membrane fuel cell
auteur
Younane Nassif, Hani Hamdan
article
International Conference on Developments in eSystems Engineering (DeSE 2015), Dec 2015, Dubai, United Arab Emirates. pp.270-275
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2014

Conference papers

titre
The development of an intelligent tutorial system for system development
auteur
Dhiya Al-Jumeily, Abir Jaafar Hussain, Maryam Alghamdi, D. Lamb, Hani Hamdan
article
ICWOAL 2014, Nov 2014, Dubai, United Arab Emirates
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titre
An investigation into the development of a mobile multimedia application to support the learning process for speech and language therapy
auteur
Abir Jaafar Hussain, Dhiya Al-Jumeily, D. Floxman, Hani Hamdan
article
ICWOAL 2014, Nov 2014, Dubai, United Arab Emirates
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titre
The study of palaeontology through serious gaming
auteur
Abir Jaafar Hussain, Dhiya Al-Jumeily, J. Lunn, Colin Snape, W. Salih, Hani Hamdan
article
ICWOAL 2014, Nov 2014, Dubai, United Arab Emirates
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titre
Mixture models estimation. Application to data clustering and classification
auteur
Hani Hamdan
article
DeSE 2014, Aug 2014, Paphos, Cyprus
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titre
Keynote Speaker talk on: “Mixture models estimation. Application to data clustering and classification”
auteur
Hani Hamdan
article
International Conference on Developments in eSystems Engineering (DeSE 2014), Aug 2014, Paphos, Cyprus
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titre
Feature Analysis of Uterine Electrohystography Signal Using Dynamic Self-organised Multilayer Network Inspired by the Immune Algorithm
auteur
Haya Alaskar, Abir Jaafar Hussain, Paul Fergus, Dhiya Al-Jumeily, Hissam Tawfik, Hani Hamdan
article
10th International Conference, ICIC 2014, Aug 2014, Taiyuan, China. pp.206-212, ⟨10.1007/978-3-319-09333-8_22⟩
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titre
The EM algorithm for interval-valued data
auteur
Hani Hamdan
article
SDA 2014, Jun 2014, Taipei, Thailand
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titre
Block matching algorithms for motion estimation- a comparison study
auteur
Abir Jaafar Hussain, Liam Knight, Dhiya Al-Jumeily, Paul Fergus, Hani Hamdan
article
International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS 2014), Mar 2014, Trivandrum, India. pp.359-369
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Book sections

titre
Block matching algorithms for motion estimation – A comparison study
auteur
Abir Jaafar Hussain, Liam Knight, Dhiya Al-Jumeily, Paul Fergus, Hani Hamdan
article
Thampi M. S., Gelbukh A., and Mukhopadhyay J. (editors). Advances in Signal Processing and Intelligent Recognition Systems - Series Advances in Intelligent Systems and Computing, 264, Springer-Verlag, pp.359-369, 2014
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2013

Journal articles

titre
Compression methods for mechanical vibration signals: Application to the plane engines
auteur
Marius Oltean, José Picheral, Elisabeth Lahalle, Hani Hamdan, Julien Griffaton
article
Mechanical Systems and Signal Processing, Elsevier, 2013, 41 (1-2), pp.313-327. ⟨10.1016/j.ymssp.2013.07.005⟩
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titre
Interval data clustering using self-organizing maps based on adaptive Mahalanobis distances
auteur
Chantal Hajjar, Hani Hamdan
article
Neural Networks, Elsevier, 2013, 46, pp.124-132. ⟨10.1016/j.neunet.2013.04.009⟩
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Conference papers

titre
Model selection with BIC and ICL criteria for binned data clustering by bin-EM-CEM algorithms
auteur
Hani Hamdan, Jingwen Wu
article
2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2013), Oct 2013, Manchester, United Kingdom. pp.3133 - 3138, ⟨10.1109/SMC.2013.534⟩
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titre
Self-Organizing Networks based on Adaptive Mahalanobis Distances for Interval-valued Data
auteur
Chantal Hajjar, Hani Hamdan
article
IJCNN 2013, Aug 2013, Dallas, Texas, United States. pp.1044-1049
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titre
Bin-EM-CEM algorithms of general parsimonious Gaussian mixture models for binned data clustering
auteur
Jingwen Wu, Hani Hamdan
article
2013 IEEE 9th International Conference on Computational Cybernetics (ICCC 2013), Jul 2013, Tihany, Hungary. pp.17-22, ⟨10.1109/ICCCyb.2013.6617603⟩
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titre
Model choice for binned-EM algorithms of fourteen parsimonious Gaussian mixture models by BIC and ICL criteria
auteur
Jingwen Wu, Hani Hamdan
article
2013 International Conference on System Science and Engineering (ICSSE 2013) , Jul 2013, Budapest, Hungary. pp.351-356, ⟨10.1109/ICSSE.2013.6614690⟩
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titre
Bin-EM-CEM algorithms of spherical parsimonious Gaussian mixture models for binned data clustering
auteur
Hani Hamdan, Jingwen Wu
article
2013 IEEE 17th International Conference on Intelligent Engineering Systems (INES 2013) , Jun 2013, San Jose, Costa Rica. pp.187-192, ⟨10.1109/INES.2013.6632808⟩
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2012

Journal articles

titre
Kohonen neural networks for interval-valued data clustering
auteur
Hani Hamdan, Chantal Hajjar
article
International Journal of Advanced Computer Science, 2012, 2 (11), pp.412-419
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titre
Mixture Model Clustering of Binned Uncertain Data
auteur
Hani Hamdan
article
Journal of Control Engineering and Applied Informatics, SRAIT, 2012, 14 (1), pp.67-73
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Conference papers

titre
Self-Organizing Maps for Mixed Feature-Type Symbolic Data
auteur
Chantal Hajjar, Hani Hamdan
article
2012 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2012), Dec 2012, Ho Chi Minh City, Vietnam. ⟨10.1109/ISSPIT.2012.6621275⟩
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titre
Parsimonious Gaussian mixture models of general family for binned data clustering: mixture approach
auteur
Jingwen Wu, Hani Hamdan
article
2012 IEEE 10th International Symposium on Applied Machine Intelligence and Informatics (SAMI 2012) , Jan 2012, Herl'any, Slovakia. pp.283-288, ⟨10.1109/SAMI.2012.6208974⟩
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Book sections

titre
Clustering of Interval Data using Self-Organizing Maps - Application to Meteorological Data
auteur
Chantal Hajjar, Hani Hamdan
article
Precup R. E., Kovacs S., Preitl S., and Petriu E. M. Applied Computational Intelligence in Engineering and Information Technology: Revised and Selected Papers from the 6th IEEE International Symposium on Applied Computational Intelligence and Informatics), Springer, pp.135-146, 2012
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titre
Control of Snake Type Biomimetic Structure
auteur
M. Ivanescu, N. Bizdoaca, Hani Hamdan, M. Eltabach, M. Florescu
article
Junichi Suzuki and Tadashi Nakano. Bio-Inspired Models of Network, Information, and Computing Systems, Springer-Verlag, pp.554-562, 2012, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. Volume 87, ⟨10.1007/978-3-642-32615-8_54⟩
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titre
Bio-inspired Transputer Based-Fuzzy Mobile Robot
auteur
Ebrahim Mattar, Khalid Al-Mutib, Hani Hamdan, Mohamad Hamdan
article
Junichi Tadashi and Nakano tnakano. Bio-Inspired Models of Network, Information, and Computing Systems, Springer-Verlag, pp.607-620, 2012, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Vol. 87, ⟨10.1007/978-3-642-32615-8_60⟩
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2011

Conference papers

titre
EM algorithm of spherical models for binned data
auteur
Hani Hamdan, Jingwen Wu
article
2011 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2011) , Dec 2011, Bilbao, Spain. ⟨10.1109/ISSPIT.2011.6151542⟩
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titre
Mechanical Vibration Signal Compression by LOT-based Subband Coding
auteur
Marius Oltean, José Picheral, Elisabeth Lahalle, Hani Hamdan
article
2011 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2011) , Dec 2011, Bilbao, Spain. 6 p., ⟨10.1109/ISSPIT.2011.6151525⟩
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titre
Self-Organizing Map based on city-block Distance for Interval-valued Data
auteur
Chantal Hajjar, Hani Hamdan
article
CSDM'11, Dec 2011, Paris, France. pp.281-292
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titre
Parsimonious Gaussian mixture models of diagonal family for binned data clustering: Mixture approach
auteur
Jingwen Wu, Hani Hamdan
article
2011 IEEE 12th International Symposium on Computational Intelligence and Informatics (CINTI 2011) , Nov 2011, Budapest, Hungary. pp.385-390, ⟨10.1109/CINTI.2011.6108529⟩
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titre
Self-Organizing Map based on Hausdorff Distance fo Interval-valued Data
auteur
Chantal Hajjar, Hani Hamdan
article
IEEE International Conference on Systems, Man, and Cybernetics (SMC'11), Oct 2011, Anchorage, United States. pp.1747-1752
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titre
A neural Networks Approach to Interval-valued Data Clustering, Application to Lebanese Meteorological Stations Data
auteur
Hani Hamdan, Chantal Hajjar
article
IEEE Workshop on Signal Processing Systems (SIPS'11), Oct 2011, Beyrouth, Lebanon. pp.373-378
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titre
Vibration signals compression with Time-Frequency Adaptive Quantization
auteur
Marius Oltean, José Picheral, Elisabeth Lahalle, Hani Hamdan
article
IEEE International Symposium on Intelligent Signal Processing (WISP'11), Sep 2011, Floriana, Malta. pp.138-141
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titre
Self-Organizing Map for Interval-valued Data
auteur
Chantal Hajjar, Hani Hamdan
article
Workshop in Symbolic Data Analysis, Jun 2011, Namur, Belgium
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titre
Self-Organizing Map based on L2 Distance for Interval-valued Data
auteur
Chantal Hajjar, Hani Hamdan
article
IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI'11), May 2011, Timisoara, Romania. pp.317-322
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2010

Journal articles

titre
Induction motors diagnosis by spectral matrix analysis of the supply currents
auteur
Mario Eltabach, Farid Tafinine, Hani Hamdan, Sophie Sieg-Zieba, Jérôme Antoni
article
Journal Européen des Systèmes Automatisés (JESA), Lavoisier, 2010, 44 (3), pp.279-301
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titre
Diagnostic des moteurs à induction par analyse de la matrice spectrale des trois courants d'alimentation
auteur
Mario Eltabach, Farid Tafinine, Hani Hamdan, Sophie Sieg-Zieba, Jérôme Antoni
article
Journal Européen des Systèmes Automatisés (JESA), Lavoisier, 2010, 44 (3), pp.279-301
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titre
Biomimetic control architecture for robotic cooperative tasks
auteur
N. Bizdoaca, Hani Hamdan, D. Coman, M. Hamdan, K. Al Mutib
article
Artificial Life and Robotics, Springer Verlag, 2010, 15 (4), pp.403-407. ⟨10.1007/s10015-010-0830-7⟩
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titre
Artificial Neural Network dexterous robotics hand optimal control methodology: grasping and manipulation forces optimization
auteur
E. Al Gallaf, K. Al Mutib, Hani Hamdan
article
Artificial Life and Robotics, Springer Verlag, 2010, 15 (4), pp.408-412. ⟨10.1007/s10015-010-0831-6⟩
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Conference papers

titre
Control of Snake Type Biomimetic structure
auteur
N. Bizdoaca, Hani Hamdan
article
International Conference on Bio-Inspired Models of Network, Information and Computing Systems (BIONETICS'10), Dec 2010, Boston, United States. CD-ROM Proceedings (15 p.)
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titre
Bio-Inspired Transputer Based-Fuzzy Mobile Robot
auteur
E. Matter, K. Al Mutib, Hani Hamdan, M. Hamdan
article
International Conference on Bio-Inspired Models of Network, Information and Computing Sytems (BIONETICS'10), Dec 2010, Boston, United States. CD-ROM Proceedings (20 p.)
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titre
Biomimetic control algorithm for the balance and locomotion of walking systems
auteur
N. Bizdoaca, A. Petrisor, Hani Hamdan, K. Al Mutib
article
International Conference on Informatics in Control, Automation and Robotics (ICINCO'10), Jun 2010, Funchal, Portugal. pp.295-300
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titre
Robot soccer strategy - biomimetic approach
auteur
N. Bizdoaca, D. Coman, Hani Hamdan, K. Al Mutib
article
International Conference on Informatics in Control Automation and Robotics (ICINCO'10), Jun 2010, Funchal, Portugal. pp.433-436
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titre
ANN dexterous robotics hand optimal control methodology grasping and manipulation forces optimization
auteur
E. Matter, K. Al Mutib, Hani Hamdan
article
International Symposium on Artificial Life and Robotics (AROB'10), Feb 2010, Beppu, Japan. pp.509-512
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titre
Dense sterovision using mono-CCD color cameras
auteur
Hani Hamdan, H. Halawana
article
International Symposium on Artificial Life and Robotics (AROB'10), Feb 2010, Beppu, Japan. pp.513-516
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titre
Biomimetic control architecture for robotic cooperative tasks
auteur
N. Bizdoaca, Hani Hamdan, D. Tarnita, A. Petrisor, E. Bizdoaca
article
International Symposium on Artificial Life and Robotics (AROB'10), Feb 2010, Beppu, Japan. pp.505-508
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2009

Conference papers

titre
Induction motor fault detection by spectral principal components analysis of the supply currents
auteur
Mario Eltabach, Hani Hamdan
article
IEEE International Symposium on Industrial Electronics (ISIE'09), Jul 2009, Seoul, North Korea. pp.1111-1116
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titre
Détection des défauts mécaniques des machines tournantes par analyse de la matrice spectrale des trois courants d'alimentation
auteur
Mario Eltabach, Farid Tafinine, Hani Hamdan, Sophie Sieg-Zieba, Jérôme Antoni
article
Congrès International sur l'ingénierie des Risques Industriels (CIRI'09), May 2009, Reims, France. pp.CD-ROM Proceedings
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2006

Journal articles

titre
Mixture model approach for acoustic emission control of cylindrical pressure equipment
auteur
Hani Hamdan, Gérard Govaert
article
Transactions of the ASME: Journal of Pressure Vessel Technology, ASME, 2006, 128 (3), pp.479-483
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titre
Modelling and vibrational control of a continuous stirred tank bioreactor with delay in the recycle stream
auteur
Dan Selisteanu, Emil Petre, Hani Hamdan, Dan Popescu
article
WSEAS Transactions on Biology and Biomedicine, World Scientific and Engineering Academy and Society (WSEAS), 2006, 3 (5), pp.331-338
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Conference papers

titre
Control of shape memory alloy tentacle robotic structure using sliding mode family controllers - a fuzzy approach
auteur
Nicu Bizdoaca, Hani Hamdan, Cosmin Ionete, Sonia Degeratu
article
IEEE International Conference on Methods and Models in Automation and Robotics, Aug 2006, Miedzyzdroje, Poland. pp.63-68
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titre
Open loop vibrational control of a recycled bioprocess
auteur
Dan Selisteanu, Emil Petre, Hani Hamdan, Dorin Popescu
article
7th WSEAS International Conference on Automation & Information (ICAI'06), Jun 2006, Cavtat, Croatia. pp.71-76
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titre
Fuzzy logic controller for a shape memory alloy tentacle robotic structure
auteur
Nicu Bizdoaca, Hani Hamdan, Dan Selisteanu
article
IEEE International Conference on Information & Communication Technologies: from Theory to Applications, Apr 2006, Damascus, Syria. pp.1688-1693
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titre
Mixture model clustering of binned uncertain data: the classification approach
auteur
Hani Hamdan
article
IEEE International Conference on Information & Communication Technologies: from Theory to Applications, Apr 2006, Damascus, Syria. pp.1645-1650
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2005

Journal articles

titre
WST mixture model strategy for pressure vessel control using acoustic emission
auteur
Hani Hamdan, Gérard Govaert
article
Annals of the University of Craiova, Series: Automation, Computers, Electronics and Mechatronics, 2005, 2 (29) (1), pp.43-51
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Conference papers

titre
Mixture model clustering of uncertain data
auteur
Hani Hamdan, Gérard Govaert
article
IEEE International Conference on Fuzzy Systems, May 2005, Reno, United States. pp.879-884
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2004

Conference papers

titre
Int-EM-CEM algorithm for imprecise data. Comparison with the CEM algorithm using Monte Carlo simulations
auteur
Hani Hamdan, Gérard Govaert
article
IEEE International Conference on Cybernetics and Intelligent Systems, Dec 2004, Singapore, Singapore. pp.410-415
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titre
Mixture model approach for acoustic emission control of pressure equipment
auteur
Hani Hamdan, Gérard Govaert, Christophe Ambroise, Catherine Hervé
article
5th International Conference on Acoustical and Vibratory Surveillance Methods and Diagnostic Techniques, Oct 2004, Senlis, France. pp.1-10
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titre
CEM algorithm for imprecise data. Application to flaw diagnosis using acoustic emission
auteur
Hani Hamdan, Gérard Govaert
article
IEEE International Conference on Systems, Man and Cybernetics, Oct 2004, The Hague, Netherlands. pp.4774-4779
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titre
The fitting of binned data clustering to imprecise data
auteur
Hani Hamdan, Gérard Govaert
article
IEEE International Conference on Information & Communication Technologies: from Theory to Applications, Apr 2004, Damascus, Syria. pp.1-6
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2003

Conference papers

titre
Modélisation et classification de données imprécises
auteur
Hani Hamdan, Gérard Govaert
article
CIMNA’03, premier congrès international sur les modélisations numériques appliquées, Nov 2003, Beyrouth, Lebanon. pp.16-19
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titre
Classification de données de type intervalle via l’algorithme EM
auteur
Hani Hamdan, Gérard Govaert
article
XXXVe Journées de Statistique, Société Française de Statistique (SFdS), Jun 2003, Lyon, France. pp.549-552
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