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Jamal Atif

Email : jamal.atif@dauphine.fr

Pole : Science des données
Status : Professeur

Encadrement de these de doctorat :


  • Fabien Labernia : Modélisation, Apprentissage et Prédiction de Préférences ( Début : 2014-11-01)
  • Anne Morvan : Algorithmes d approximation linéaire exploitant la parcimonie pour le traitement de flux de donnees massives. ( Début : 2015-10-01)
  • Celine Beji : Passage à l'échelle des méthodes de transport optimal en apprentissage automatique ( Début : 2017-02-01)
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Publications DFIS


14 Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations (, , , and ), In Signal Processing, volume 130, . [bibtex] [doi]

13 Structured adaptive and random spinners for fast machine learning computations (, , , , , , , and ), In AISTATS 2017, JMLR: Workshop and Conference Proceedings, . [bibtex]

12 Semi-automatic teeth segmentation in cone-beam computed tomography by graph-cut with statistical shape prior. (, , and ), In IEEE International Symposium on Biomedical Imaging (ISBI), IEEE Signal Processing Society, . [bibtex]

11 Efficient Semantic Tableau Generation for Abduction in Propositional Logic (, , and ), In ECAI 16 (Gal A. Kaminka, Maria Fox, Paolo Bouquet, Eyke Hüllermeier, Virginia Dignum, Frank Dignum, Frank van Harmelen, ed.), IOS Press Books, . [bibtex]

10 A Markov Chain Monte Carlo-based Particle Filter Approach for Spatiotemporal Modelling of an Environmental Process ( and ), Chapter in (N. Janardhana Raju, ed.), Springer International Publishing, . [bibtex]

9 Query-based learning of acyclic conditional preference networks from noisy data (, , and ), In From Multiple Criteria Decision Aid to Preference Learning : Proceedings of the DA2PL'2016 EURO Mini Conference (Róbert Busa-Fekete, Eyke Hüllermeier, Vincent Mousseau, Karlson Pfannschmidt, ed.), Paderborn University, . [bibtex]

8 Defining and computing Hausdorff distances between distributions on the real line and on the circle: link between optimal transport and morphological dilations ( and ), In Mathematical Morphology: Theory and Applications, volume 1, . [bibtex] [doi]

7 Some relationships between fuzzy sets, mathematical morphology, rough sets, F-transforms, and formal concept analysis (, and ), In International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, volume 24, . [bibtex] [doi]

6 The Role of the Enterprise’s Information and Knowledge System within the Digital Enterprise (, , , and ), In Information and knowledge systems:perspectives and challenges, proceedings of the 2nd International Conference on Knowledge Management, Information and Knowledge Systems (KMIKS 2015) (Saad, Ines, Rosenthal-Sabroux, Camille, Gargouri, Faiez, eds.), Sfax University Press, . [bibtex]

5 Abductive reasoning using tableau methods for high-level image interpretation (, and ), In KI 2015: Advances in Artificial Intelligence: 38th Annual German Conference on AI (Steffen Hölldobler, Markus Krötzsch, Rafael Peñaloza, Sebastian Rudolph, ed.), Springer, . [bibtex]

4 Estimating surface solar irradiance from goes satellite with particle filter model and joint probability distribution ( and ), In Canadian Journal of Remote Sensing, volume 41, . [bibtex] [doi]

3 Fuzzy along spatial relation in 3D. Application to anatomical structures in maxillofacial CBCT (, , and ), In 18th International Conference on Image Analysis and Processing (ICIAP) (Vittorio Murino, Enrico Puppo, ed.), Springer, . [bibtex]

2 Hausdorff distances between distributions using optimal transport and mathematical morphology ( and ), In 12th International Symposium on Mathematical Morphology (Jón Atli Benediktsson, Jocelyn Chanussot, Laurent Najman, Hugues Talbot, ed.), Springer International Publishing, . [bibtex]

1 Deux approches pour la comparaison de relations spatiales floues : transport optimal et morphologie mathématique ( and ), In Revue d'Intelligence Artificielle, volume 29, . [bibtex] [doi]

Publications HAL