Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
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Major publications by the team in recent years
T. Guyet, R. Quiniou.
Extracting temporal patterns from interval-based sequences, in: International Join Conference on Artificial Intelligence (IJCAI), Barcelone, Spain, July 2011.
Publications of the year

Articles in International Peer-Reviewed Journals

H. Mirisaee, E. Gaussier, A. Termier.
Efficient local search for L1 and L2 binary matrix factorization, in: Intelligent Data Analysis, 2016, vol. 20, pp. 783 - 807. [ DOI : 10.3233/IDA-160832 ]

International Conferences with Proceedings

R. Dautriche, A. Termier, R. Blanch, M. Santana.
Towards Visualizing Hidden Structures, in: International Conference on Data Mining (ICDM) / PhD Forum, Barcelone, Spain, 2016.
Y. Dauxais, D. Gross-Amblard, T. Guyet, A. Happe.
Extraction de chroniques discriminantes, in: Extraction et Gestion des Connaissances (EGC), Grenoble, France, January 2017.
M. Gebser, T. Guyet, R. Quiniou, J. Romero, T. Schaub.
Knowledge-based Sequence Mining with ASP, in: IJCAI 2016- 25th International joint conference on artificial intelligence, New-york, United States, AAAI, July 2016, 8 p.
T. Guyet, Y. Moinard, J. Nicolas, R. Quiniou.
Packing graphs with ASP for landscape simulation, in: IJCAI 2016 - 25th International joint conference on artificial intelligence, New-york, United States, AAAI, July 2016, 8 p.
C. Largouët, Y.-M. Bozec, Y. Zhao.
Integrating socio-economic drivers in an explicit-time, qualitative fisheries model: EcoMata, in: Understanding Marine Socio-ecological Systems including the human dimension in integrated ecosystem assessment, Brest, France, ICES, May 2016.
C. Largouët, O. Krichen, Y. Zhao.
Temporal Planning with extended Timed Automata, in: 28th International Conference on Tools with Artificial Intelligence (ICTAI 2016), SAN JOSE, United States, N. Bourbakis, A. Esposito, A. Mali, M. Alamaniotis (editors), IEEE, November 2016.
C. Largouët, Y. Zhao, M.-O. Cordier.
Searching for Cost-Optimized Strategies: An Agricultural Application, in: 2nd International Conference, ICDSST 2016, Plymouth, United Kingdom, Decision Support Systems VI - Addressing Sustainability and Societal Challenges Volume 250, Springer, May 2016, vol. Lecture Notes in Business Information Processing, no 250, pp. 31 - 43, Best Paper Award. [ DOI : 10.1007/978-3-319-32877-5_3 ]

National Conferences with Proceedings

T. Guyet, Y. Moinard, R. Quiniou, T. Schaub.
Fouille de motifs séquentiels avec ASP, in: Extraction et Gestion de Connaissances (EGC), Reims, France, Actes de la conférence Extraction et Gestion de Connaissances, RNTI, 2016.

Conferences without Proceedings

F. Balusson, M.-A. Botrel, O. Dameron, Y. Dauxais, E. Drezen, A. Dupuy, T. Guyet, D. Gross-Amblard, A. Happe, N. Le Meur, B. Le Nautout, E. Leray, E. Nowak, C. Rault, E. Oger, E. Polard.
PEPS: a platform for supporting studies in pharmaco-epidemiology using medico-administrative databases, in: International Congress on e-Health Research, Paris, France, October 2016.
B. Doux, C. Gautrais, B. Negrevergne.
Detecting strategic moves in HearthStone matches, in: Machine Learning and Data Mining for Sports Analytics Workshop of ECML/PKDD, Riva del Garda, Italy, September 2016.
H.-S. Pham, D. Lavenier, A. Termier.
Identifying Genetic Variant Combinations using Skypatterns, in: 7th International Workshop on Biological Knowledge Discovery and Data Mining (Workshop BIOKDD '16 ), Porto, Portugal, DEXA, September 2016. [ DOI : 10.1109/DEXA.2016.13 ]
W. Ugarte, A. Termier, M. Santana.
Steady Patterns, in: Data Science and Big Data Analytics workshop of International Conference on Data Mining, Barcelone, Spain, 2016.

Scientific Books (or Scientific Book chapters)

A. Bailly, S. Malinowski, R. Tavenard, L. Chapel, T. Guyet.
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification, in: Advanced Analysis and Learning on Temporal Data, Springer, 2016.

Other Publications

C. Gautrais, P. Cellier, T. Guyet, R. Quiniou, A. Termier.
Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context, March 2016, International Conference on Extending Database Technology (EDBT), Poster. [ DOI : 10.5441/002/edbt.2016.87 ]
References in notes
S. Colas, C. Collin, P. Piriou, M. Zureik.
Association between total hip replacement characteristics and 3-year prosthetic survivorship: A population-based study, in: JAMA Surgery, 2015, vol. 150, no 10, pp. 979–988.
G. Moulis, M. Lapeyre-Mestre, A. Palmaro, G. Pugnet, J.-L. Montastruc, L. Sailler.
French health insurance databases: What interest for medical research?, in: La Revue de Médecine Interne, 2015, vol. 36, no 6, pp. 411 - 417.
E. Nowak, A. Happe, J. Bouget, F. Paillard, C. Vigneau, P.-Y. Scarabin, E. Oger.
Safety of Fixed Dose of Antihypertensive Drug Combinations Compared to (Single Pill) Free-Combinations: A Nested Matched Case–Control Analysis, in: Medicine, 2015, vol. 94, no 49, e2229 p.
E. Polard, E. Nowak, A. Happe, A. Biraben, E. Oger.
Brand name to generic substitution of antiepileptic drugs does not lead to seizure-related hospitalization: a population-based case-crossover study, in: Pharmacoepidemiology and drug safety, 2015, vol. 24, no 11, pp. 1161–1169.