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Hadj Batatia @ University of Toulouse


I received my MSc and PhD in computer science in 1987 and 1992 from the University of Toulouse.
I worked as Lecturer at the University of Malaysia Sarawak from 1995 to 1997.
I also worked as Senior Lecturer in Media Technology at the school of science and technology in the University of Teesside (UK) from 1997 to 1999.
I am assistant professor in Computer Science at INPT , University of Toulouse since 1999.
I conduct my research within TCI team at the IRIT Laboratory.
I am heading the computer science department of CNAM Midi-Pyrenees.

Contact

INP - ENSEEIHT Toulouse
2, rue Charles Camichel
B.P. 7122
31071 Toulouse Cedex 7
FRANCE
Office: E130
Tel. +33534322168
email. hadj [dot] batatia [at] inp-toulouse [dot] fr

 


Journal articles16 documents

  • Achraf Ammar, Michael Brach, Khaled Trabelsi, Hamdi Chtourou, Omar Boukhris, et al.. Effects of COVID-19 Home Confinement on Eating Behaviour and Physical Activity: Results of the ECLB-COVID19 International Online Survey. Nutrients, MDPI, 2020, 12 (6), pp.1583. ⟨10.3390/nu12061583⟩. ⟨hal-02913539⟩
  • Antonio Quintero Rincón, Carlos d'Giano, Hadj Batatia. A quadratic linear-parabolic model-based EEG classification to detect epileptic seizures. The Journal of Biomedical Research, 2020, 34 (3), pp.203-210. ⟨10.7555/JBR.33.20190012⟩. ⟨hal-02875045⟩
  • Antonio Quintero Rincón, Valeria Muro, Carlos d'Giano, Jorge Prendes, Hadj Batatia. Statistical model-based classification to detect patient-specific spike-and-wave in EEG signals. Computers, MDPI, 2020, 9(4) (85), pp.1-14. ⟨10.3390/computers9040085⟩. ⟨hal-02990761⟩
  • Antonio Quintero Rincon, Marcelo Alejandro Pereyra, Carlos d'Giano, Marcelo Risk, Hadj Batatia. Fast statistical model-based classification of epileptic EEG signals. Biocybernetics and Biomedical Engineering, 2018, 38 (4), pp.877-889. ⟨hal-01942293⟩
  • Carl Rizk, Felix Mora-Camino, Hadj Batatia. Optimization of Passenger Screening Operations in Air Terminals. Transportation Research Procedia, Elsevier, 2018, 35, pp.23-34. ⟨10.1016/j.trpro.2018.12.004⟩. ⟨hal-02089983⟩
  • Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret. Skull conductivity estimation for EEG source localization. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2017, vol.24 (n°4), pp. 422-426. ⟨10.1109/LSP.2017.2669101⟩. ⟨hal-01681070⟩
  • Facundo Costa, Hadj Batatia, Thomas Oberlin, Carlos d'Giano, Jean-Yves Tourneret. Bayesian EEG source localization using a structured sparsity prior. NeuroImage, Elsevier, 2017, Vol. 144 (Part. A), pp. 142-152. ⟨10.1016/j.neuroimage.2016.08.064⟩. ⟨hal-01502837⟩
  • Abdelghafour Halimi, Hadj Batatia, Jimmy Le Digabel, Gwendal Josse, Jean-Yves Tourneret. Wavelet-based statistical classification of skin images acquired with reflectance confocal microscopy. Biomedical optics express, Optical Society of America - OSA Publishing, 2017, vol. 8 (n° 12), pp. 5450-5467. ⟨10.1364/BOE.8.005450⟩. ⟨hal-01677588⟩
  • Andrea Laruelo, Lotfi Chaari, Jean-Yves Tourneret, Hadj Batatia, Soleakhena Ken, et al.. Spatio-spectral regularization to improve magnetic resonance spectroscopic imaging quantification. NMR in Biomedicine, Wiley, 2016, vol. 129 (n° 7), pp. 918-931. ⟨10.1002/nbm.3532⟩. ⟨hal-01381730⟩
  • Antonio Quintero Rincon, Marcelo Alejandro Pereyra, Carlos d'Giano, Hadj Batatia, Marcelo Risk. A new algorithm for epilepsy seizure onset detection and spread estimation from EEG signals. Journal of Physics: Conference Series, IOP Publishing, 2016, 20th Argentinean Bioengineering Society Congress (SABI 2015), 705 (1), pp.12--32. ⟨10.1088/1742-6596/705/1/012032⟩. ⟨hal-03172254⟩
  • Lotfi Chaari, Jean-Yves Tourneret, Caroline Chaux, Hadj Batatia. A hamiltonian Monte Carlo method for non-smooth energy sampling. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2016, vol. 64 (n° 21), pp. 5585-5594. ⟨10.1109/TSP.2016.2585120⟩. ⟨hal-01376544⟩
  • Facundo Costa, Hadj Batatia, Lotfi Chaari, Jean-Yves Tourneret. Sparse EEG Source Localization Using Bernoulli Laplacian Priors. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2015, vol. 62 (n° 12), pp. 2888-2898. ⟨10.1109/TBME.2015.2450015⟩. ⟨hal-01261357⟩
  • Marcelo Alejandro Pereyra, Hadj Batatia, Stephen Mc Laughlin. Exploiting information geometry to improve the convergence of nonparametric active contours. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2015, 24 (3), pp.1--10. ⟨10.1109/TIP.2014.2383318⟩. ⟨hal-03190208⟩
  • Andrea Laruelo, T. Fecher, Lotfi Chaari, Soleakhena Ken, Ben Rowland, et al.. Towards Accurate and Robust MRSI Quantification to Improve the Radiation Therapy Treatment of GBM. International Journal of Radiation Oncology - Biology - Physics, Elsevier, 2014, vol. 90 (n° 1 suppl), pp. S793. ⟨10.1016/j.ijrobp.2014.05.2292⟩. ⟨hal-01485017⟩
  • Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret. Computing the Cramer-Rao bound of Markov random field parameters: Application to the Ising and the Potts models. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2014, vol. 21, pp. 47-50. ⟨10.1109/LSP.2013.2290329⟩. ⟨hal-00915825⟩
  • Marcelo Alejandro Pereyra, Nicolas Dobigeon, Hadj Batatia, Jean-Yves Tourneret. Estimating the granularity coefficient of a Potts-Markov random field within an MCMC algorithm. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2013, vol. 22 (n° 6), pp. 2385-2397. ⟨10.1109/TIP.2013.2249076⟩. ⟨hal-01130731⟩

Conference papers21 documents

  • Sana Zorgui, Siwar Chaabene, Hadj Batatia, Lotfi Chaâri. Lentigo detection using a deep learning approach. International Conference On Smart Living and Public Health (ICOST 2020), Jun 2020, Hammamet, Tunisia. pp.1-5, ⟨10.1007/978-3-030-51517-1_8⟩. ⟨hal-02968415⟩
  • Antonio Quintero Rincón, Carlos D’giano, Hadj Batatia. Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution. International Joint Conference on Neural Networks (IJCNN 2020), Jul 2020, Glasgow, United Kingdom. pp.1-5, ⟨10.1109/IJCNN48605.2020.9206862⟩. ⟨hal-03159930⟩
  • Abdelghafour Halimi, Hadj Batatia, Jimmy Le Digabel, Gwendal Josse, Jean-Yves Tourneret. Statistical modeling and classification of reflectance confocal microscopy images. IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017), Dec 2017, Curaçao, Netherlands Antilles. pp.1-5. ⟨hal-02617310⟩
  • Lotfi Chaari, Jean-Yves Tourneret, Hadj Batatia. A general non-smooth Hamiltonian Monte Carlo scheme using Bayesian proximity operator calculation. 25th European Signal and Image Processing Conference (EUSIPCO 2017), European Association for Signal Processing (EURASIP), Aug 2017, Kos Island, Greece. pp.1220-1224, ⟨10.23919/EUSIPCO.2017.8081402⟩. ⟨hal-03120308⟩
  • Abdelghafour Halimi, Hadj Batatia, Jimmy Le Digabel, Gwendal Josse, Jean-Yves Tourneret. An unsupervised Bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images. 25th European Signal and Image Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. pp.241--245, ⟨10.23919/EUSIPCO.2017.8081205⟩. ⟨hal-03131885⟩
  • Andrea Laruelo, Lotfi Chaari, Soleakhena Ken, Jean-Yves Tourneret, Hadj Batatia, et al.. MRSI data unmixing using spatial and spectral priors in transformed domains. 13th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2016), Apr 2016, Prague, Czech Republic. pp. 952-955. ⟨hal-01491210⟩
  • Zacharie Irace, Anthonin Reilhac, Bruno Mendes de Vigo, Hadj Batatia, Nicolas Costes. PCA-based approach for inhomogeneous PSF estimation and partial volume correction in PET. IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD 2016), Oct 2016, Strasbourg, France. pp.1-3. ⟨hal-02319738⟩
  • Antonio Quintero, Marcelo Alejandro Pereyra, Carlos d'Giano, Hadj Batatia, Marcelo Risk. A visual EEG epilepsy detection method based on a wavelet statistical representation and the kullback-leibler divergence. Latin American Congress on Biomedical Engineering, Oct 2016, Santander, Colombia. pp.13--16, ⟨10.1007/978-981-10-4086-3_4⟩. ⟨hal-03116277⟩
  • Antonio Quintero Rincon, Jorge Prendes, Marcelo Alejandro Pereyra, Hadj Batatia, Marcelo Risk. Multivariate Bayesian classification of epilepsy EEG signals. 12th IEEE Workshop on Image, Video, and Multidimensional Signal Processing (IVMSP 2016), Jul 2016, Bordeaux, France. pp. 1-5. ⟨hal-01782569⟩
  • Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret. A Partially Collapsed Gibbs Sampler with Accelerated Convergence for EEG Source Localization. IEEE Workshop on statistical signal processing (SSP 2016), Jun 2016, Palma de Mallorca, Spain. pp. 1-5. ⟨hal-01466637⟩
  • Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret. EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler. 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. pp. 261-264. ⟨hal-01491206⟩
  • Lotfi Chaari, Hadj Batatia, Nicolas Dobigeon, Jean-Yves Tourneret. A hierarchical sparsity-smoothness Bayesian model for ℓ0 + ℓ1 + ℓ2 regularization. IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP 2014, May 2014, Florence, Italy. pp. 1901-1905. ⟨hal-01147247⟩
  • Marie-Paule Garcia, Henri Der Sarkissian, Erin Mckay, Ludovic Ferrer, Manuel Bardiès, et al.. TestDose: a SPECT image generator for clinical dosimetry studies. SPIE Medical Imaging 2013, SPIE, Feb 2013, Orlando, United States. pp.86684V, ⟨10.1117/12.2007840⟩. ⟨hal-01133292⟩
  • Andrea Laruelo, Lotfi Chaari, Hadj Batatia, Soleakhena Ken, Ben Rowland, et al.. Hybrid Sparse Regularization for Magnetic Resonance Spectroscopy. IEEE Engineering in Medicine and Biology Society Conference - EMBC 2013, Jul 2013, Osaka, Japan. pp. 6768-6771. ⟨hal-01148277⟩
  • M Benenia, Hadj Batatia, Felix Mora-Camino, Malek Benslama. Altitude control of a satellite using a feedback linearization. Control and Automation Conference 2013: Uniting Problems and Solutions, Jun 2013, Glasgow, United Kingdom. pp.ISBN: 978-1-84919-710-6, ⟨10.1049/cp.2013.0018⟩. ⟨hal-01422733⟩
  • Zehor Ouksili, Hadj Batatia. Correction de mouvement respiratoire en TDM-4D par interpolation bidirectionnelle pondérée. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3. ⟨hal-00656497⟩
  • Zacharie Irace, Marcelo Pereyra, Nicolas Dobigeon, Hadj Batatia. Un modèle Bayésien de mélange de lois Poisson-Gamma pour segmenter des images TEP. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3. ⟨hal-00656545⟩
  • Rakiatou Christelle Kaffa-Jackou, Hadj Batatia, Felix Mora-Camino. Optimisation des opérations de contrôle des passagers dans une aérogare. ROADEF 2011, 12ème congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision, Mar 2011, St-Etienne, France. ⟨hal-01021492⟩
  • Meriem Djeddi, Abdeldjalil Ouahabi, Hadj Batatia, Adrian Basarab, Denis Kouamé. Discrete wavelet for multifractal texture classification: application to medical ultrasound imaging. IEEE International Conference on Image Processing (ICIP 2010), IEEE Signal Processing Society, Sep 2010, Hong Kong, China. pp.637--640, ⟨10.1109/ICIP.2010.5650017⟩. ⟨hal-03149774⟩
  • Zehor Ouksili, Hadj Batatia. Compensation du mouvement respiratoire dans les images TEP. ORASIS'09 - Congrès des jeunes chercheurs en vision par ordinateur, 2009, Trégastel, France, France. ⟨inria-00404639⟩
  • Sabine Moebs, Christophe Piombo, Hadj Batatia, Stephan Weibelzahl. A Tool Set Combining Learning Styles Prediction, a Blended Learning Methodology and Facilitator Guidebooks – Towards a Best Mix in Blended Learning. Conference ICL2007, September 26 -28, 2007, 2007, Villach, Austria. 8 p. ⟨hal-00197294⟩

Other publications5 documents

  • Ahti Ahde, Toni Ahola, Olli Alm, Maryna Astrouskaja, Patrick Ausderau, et al.. KP-LAB Knowledge Practices Laboratory -- Release of end-user tools. 2010. ⟨hal-00593166v2⟩
  • Harri Airaksinen, Maryna Astrouskaja, Lili Aunimo, Patrick Ausderau, Liisa Benmergui, et al.. KP-LAB Knowledge Practices Laboratory -- External release of end-user applications. 2008. ⟨hal-00593164⟩
  • Hadj Batatia, Benoit Baurens, Avi Peled. KP-LAB Knowledge Practices Laboratory -- Cooperative Real-Time Communication and Multimedia Management – Release 1. 2007. ⟨hal-00593112⟩
  • Heidrun Allert, Hadj Batatia, Benoit Baurens, Merja Bauters, Zvi Ben Ami, et al.. KP-LAB Knowledge Practices Laboratory -- Guidelines and models on implementing design principles of KP-Lab, application scenarios and best practices v2. 2007. ⟨hal-00593146⟩
  • Hannu Markkanen, Lili Aunimo, Merja Bauters, Vassiliy Tchoumatchenko, Ivan Furnadjiev, et al.. KP-LAB Knowledge Practices Laboratory -- Specification of the shared space for knowledge practices software -release 1. 2006. ⟨hal-00593210⟩

Preprints, Working Papers, ...2 documents

  • Achraf Ammar, Michael Brach, Khaled Trabelsi, Hamdi Chtourou, Omar Boukhris, et al.. Effects of COVID-19 home confinement on physical activity and eating behaviour Preliminary results of the ECLB-COVID19 international online-survey. 2020. ⟨hal-02913540⟩
  • Lotfi Chaari, Jean-Yves Tourneret, Caroline Chaux, Hadj Batatia. A Hamiltonian Monte Carlo Method for Non-Smooth Energy Sampling. 2016. ⟨hal-01291840⟩