## Membres

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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 HAL

16 Belief revision, minimal change and relaxation: A general framework based on satisfaction systems, and applications to description logics (, , and ), In Artificial Intelligence, Elsevier, volume 256, .

15 Online learning of acyclic conditional preference networks from noisy data (, , , and ), In 17th IEEE International Conference on Data Mining (ICDM 2017), .

14 P\copyright, A Collaborative Problem-Driven Requirements Engineering Approach to Design An HR Analytics Application (), PhD thesis, PSL Research University, .

13 Structured adaptive and random spinners for fast machine learning computations (, , , , , , , and ), In 20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017), .

12 Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations (, , , and ), In Signal Processing, Elsevier, volume 130, .

11 Query-based learning of acyclic conditional preference networks from contradictory preferences (, , and ), In EURO Journal on Decision Processes, .

10 Query-based learning of acyclic conditional preference networks from noisy data (, , and ), In EURO Mini Conference: "From Multiple Criteria Decision Aid to Preference Learning" (DA2PL'2016), .

9 Efficient Semantic Tableau Generation for Abduction in Propositional Logic (, , and ), In 22nd European Conference on Artificial Intelligence (ECAI 16), .

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, .

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, .

6 Fuzzy along spatial relation in 3D. Application to anatomical structures in maxillofacial CBCT (, , and ), In 18th International Conference on Image Analysis and Processing (ICIAP), .

5 Abductive reasoning using tableau methods for high-level image interpretation (, and ), In 38th Annual German Conference on AI, .

4 Hausdorff distances between distributions using optimal transport and mathematical morphology ( and ), In 12th International Symposium on Mathematical Morphology, .

3 The Role of the Enterprise's Information and Knowledge System within the Digital Enterprise (, , , and ), In International Conference on Knowledge Management, Information and Knowledge Systems (KMIKS) 2015, .

2 The Role of the Enterprise's Information and Knowledge System within the Digital Enterprise (, , , and ), In 2nd International Conference on Knowledge Management, Information and Knowledge Systems, .

1 Deux approches pour la comparaison de relations spatiales floues. Transport optimal et morphologie mathématique ( and ), In Revue d'intelligence artificielle, volume 29, .