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Maximum Entropy Density Estimation with Incomplete Presence-Only Data
Bert C. Huang and Ansaf Salleb-Aouissi
To appear in the 12th International Conference on AI and Statistics AISTATS 2009.
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Making Sense of Word Sense Variation
B. Passoneau, A. Salleb-Aouissi, and N. Ide
To appear in Semantic Evaluations: Recent Achievements and Future Directions SEW-2009
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Vers des Machines a Vecteurs de Support "Actionables": Une Approche Fondee sur le Classement
Ansaf Salleb-Aouissi, Bert C. Huang and David L. Waltz
Best research paper award. In Knowledge extraction and management pp. 285--295 (Extraction et Gestion des Connaissances, EGC'2008), Sophia Antipolis, France.
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Ranking Electrical Feeders of the New York Power Grid
Phil Gross, Ansaf Salleb-Aouissi, Haimonti Dutta and Albert Boulanger
3rd Annual Machine Learning Symposium at the New York Academy of Sciences NYAS 2008,
New York, October, 2008.
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On Improving Probability Estimate Trees
Haoyun Feng, Haimonti Dutta and Ansaf Salleb-Aouissi
3rd Annual Workshop for Women in Machine Learning WiML 2008 held in conjunction with
Neural Information Processing Systems (NIPS), Vancouver, B.C., 2008.
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Maximum Entropy Density Estimation with Incomplete Data
Bert Huang, Ansaf Salleb-Aouissi
Poster and Abstract at the 2nd Annual Machine Learning Symposium NYAS, New York Academy
of science, Oct 2007.
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QuantMiner: A Genetic Algorithm for Mining Quantitative Association Rules
Ansaf Salleb-Aouissi, Christel Vrain and Cyril Nortet
In the Proceedings of the 20th International Conference on Artificial Intel ligence IJCAI 2007, pp.
1035-1040. Hyberadad, India.
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On the Discovery of Exception Rules: A Survey
Beatrice Duval, Ansaf Salleb-Aouissi, Christel Vrain
Reviewed Book chapter appeared in Quality Measures in Data Mining book. In F. Guillet and
Howard J. Hamilton editors Springer's Lecture Notes in Artificial Intelligence, Volume 43/2007 pp.
77-98. Springer January 2007.
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A Contribution to the Use of Decision Diagrams for Loading and Mining Transaction Databases
Ansaf Salleb-Aouissi, Christel Vrain
Fundamenta Informaticae Journal 2007. Volume 78, Number 4, pp. 575-594. IOS Press.
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Une approche fondee sur une distance pour la recommandation d'actions
Ronan Trepos, Ansaf Salleb, Marie.-Odile. Cordier, Veronique Masson, Chantal Gascuel
In 15e congres francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle (French Speaking Conference on Pattern Recognition and Artificial Intelligence)
RFIA 2006 Tours, France.
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SACADEAU project : recommending actions from simulation results
Marie.-Odile. Cordier, Veronique Masson, Ansaf Salleb, Ronan Trepos, Chantal Gascuel, Frederique Garcia
Poster BESAI 2006 - 5th Workshop on Binding Environmental Sciences and Artificial Intelligence,
a workshop held in conjunction with the 17th European Conference on Artificial Intelligence
(ECAI 2006) August 28th-September 1st, 2006. Riva del Garda, Italy
- Estimation of Datasets Density Relying on Decision Diagrams.
Ansaf Salleb and Christel Vrain
In the proceedings of 15th International Symposium on
Methodologies for Intelligent Systems. In M.-S. Hacid, N. V. Murray, Z. W. Ras, editors, Springer's Lecture Notes in Artificial
Intelligence LNAI 3488, pp. 688-697, 2005.
ISMIS 2005 Saratoga Springs, New York, May 2005.
- A Distance-Based Approach for Action Recommendation.
Ronan Trepos, Ansaf Salleb, Marie.-Odile. Cordier, Veronique. Masson, Chantal. Gascuel
In Proceedings of the 9th European Conference on Machine Learning.
Springer's Lecture Notes in Artificial Intelligence LNAI 3720, pp. 425-436, 2005.
ECML 2005 Porto portugal.
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Extraction de Regles d'Association Quantitatives - Application a des Donnees Medicales.
Cyril Nortet, Ansaf Salleb, Teddy Turmeaux et Christel Vrain,f
5emes Journees francophones d'Extraction et de Gestion des Connaissances
EGC 2005, Cepadues-editions, Paris France,
Janvier 2005.
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Le role de l'Utilisateur dans un Processus d'Extraction de Regles d'Association
Cyril Nortet, Ansaf Salleb, Teddy Turmeaux et Christel Vrain
Revue des Nouvelles Technologies de l'Information - Extraction des connaissances : etat et perspectives RNTI-E-5,
pages 397-401, , Cépaduès-éditions, 2005
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Methodes et mesures d'interet pour l'extraction de regles
d'exception
Beatrice Duval, Ansaf Salleb, Christel Vrain,
Revue des Nouvelles Technologies de l'Information - Mesures de Qualite pour la Fouille de Donnees RNTI-E-1,
pages 119-140, 2004
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Mining Quantitative Association Rules in a Atherosclerosis Dataset.
Ansaf Salleb,Teddy Turmeau, Christel Vrain, Cyril Nortet
Discovery Challenge 2004 (co-located with the 6th European Conference on Principles and Practice of Knowledge Discovery in Databases) P. Berka and B. Cremilleux (Eds.) pp. 98-103 PKDD Discovery Challenge 2004 Pisa, Italy, September 2004.
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B00Loader : un chargeur efficace dedie aux bases de transactions denses.
Zahir Maazouzi, Ansaf Salleb, Christel Vrain,
4emes Journees francophones d'Extraction et de Gestion des Connaissances
EGC 2004, Revue des Nouvelles Technologies de l'Information RNTI-E-2,
volume 1,pp. 71-81, Cepaduess-editions, Clermont-Ferrand France,
Janvier 2004.
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Can we load efficiently dense datasets?
Ansaf Salleb, Christel Vrain
RR-2004-04, Laboratoire d'Informatique Fondamentale d'Orléans, 2004.
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Learning Characteristic Rules Relying on Quantified Paths.
Teddy Turmeaux, Ansaf Salleb, Christel Vrain, Daniel Cassard,
7th European Conference on Principles of Data Mining
and Knowledge Discovery PKDD 2003, Lavrac et al. (Eds.) LNAI
2838, pp. 471-482, 2003. Springer-Verlag, September, 2003.
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Apprentissage de Regles Caracteristiques.
Teddy Turmeaux, Daniel Cassard, Ansaf Salleb, Christel Vrain,
3emes Journees francophones d'Extraction et de Gestion des Connaissances
EGC 2003, Revue RSTI - RIA, volume 17, pages 437-448, Hermès
science publications, Lyon, France, Janvier 2003.
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Recherche de Motifs
Fréquents pour l'Extraction de Règles d'Association et de
Caractérisation.
Ansaf Salleb
Thèse de doctorat de l'Université d'Orléans, Décembre 2003
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Learning Characteristic Rules Relying on Quantified Paths.
Teddy Turmeaux, Ansaf Salleb, Christel Vrain, Daniel Cassard,
RR-2003-03, Laboratoire d'Informatique Fondamentale d'Orléans, 2003.
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Mining Maximal Frequent Itemsets by a Boolean Based Approach.
Ansaf Salleb, Zahir Maazouzi, Christel Vrain,
15th European Conference on Artificial Intel ligence,
ECAI 2002, F. van Harmelen (Ed.) IOS Press, 2002, pp. 385-389,
Lyon FRANCE, Juillet 2002.
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Quantitative Assessments of a Continent-Scale Metallogenic GIS by
Data-Driven and Knowledge-Driven Approaches to Construct Decision-Aid
Documents.
Andor Lips, Daniel Cassard, Vincent Bouchot, Mario Billa, Ansaf Salleb, Maria
Gonzalez, Laurent Bougrain, Christel Vrain, Bruno Tourliere, Gilbert Stein and
Frederic Alexandre,
Résumé étendu dans International
Conference GIS in Geology, Moscou, novembre 13-15,
2002.
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Approche booleenne pour l'Extraction des Itemsets Frequents Maximaux.
Ansaf Salleb, Zahir Maazouzi,
Conference d'Apprentissage CAp 2002, PUG Press, pages 111-122, Orleans,
France, , Juin 2002.
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Search Space Splitting for Mining Maximal Frequent Itemsets.
Ansaf Salleb, Zahir Maazouzi, Christel Vrain,
International Conference on Information and
Knowledge Engineering, IKE 2002, , CSREA Press, pp.
482-488, Las Vegas USA, juin 2002.
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Predictive Mapping with GIS Andes Datasets.
Daniel Cassard, Mario Billa, Vincent Bouchot, Ansaf Salleb, Gilbert Stein, Bruno Tourliere
(BRGM)
Résumé et poster In European Union of
Geosciences EUG XI, Symposium FMF5, Cambridge publications ISSN
1362-0886, Strasbourg France, Avril 2001
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An Application of Association Rule Discovery to Geographic Information Systems.
Ansaf Salleb, Christel Vrain
4th European Conference on Principles and Practice
of Knowledge Discovery in Databases PKDD 2000, D.A. Zighed et
al. (Eds.) LNAI 1910, pages 613-618, Springer-Verlag, Lyon France,
September, 2000
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Extraction de connaissances dans les bases de données géographiques.
Ansaf Salleb,
Rapport de DEA, Laboratoire d'Informatique Fondamentale d'Orléans, Septembre 1999.
March 2009.