Members
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
Dissemination
Bibliography
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Bibliography

Major publications by the team in recent years
[1]
T. Guyet, R. Quiniou.
Extracting temporal patterns from interval-based sequences, in: International Join Conference on Artificial Intelligence (IJCAI), Barcelone, Spain, July 2011.
https://hal.inria.fr/inria-00618444
Publications of the year

Articles in International Peer-Reviewed Journals

[2]
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 ]
https://hal.archives-ouvertes.fr/hal-01405186

International Conferences with Proceedings

[3]
R. Dautriche, A. Termier, R. Blanch, M. Santana.
Towards Visualizing Hidden Structures, in: International Conference on Data Mining (ICDM) / PhD Forum, Barcelone, Spain, 2016.
https://hal.archives-ouvertes.fr/hal-01407664
[4]
Y. Dauxais, D. Gross-Amblard, T. Guyet, A. Happe.
Extraction de chroniques discriminantes, in: Extraction et Gestion des Connaissances (EGC), Grenoble, France, January 2017.
https://hal.inria.fr/hal-01413473
[5]
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.
https://hal.inria.fr/hal-01327363
[6]
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.
https://hal.inria.fr/hal-01327368
[7]
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.
https://hal.archives-ouvertes.fr/hal-01398963
[8]
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.
https://hal.archives-ouvertes.fr/hal-01398695
[9]
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 ]
https://hal.archives-ouvertes.fr/hal-01398660

National Conferences with Proceedings

[10]
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.
https://hal.inria.fr/hal-01239501

Conferences without Proceedings

[11]
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.
https://hal.inria.fr/hal-01380939
[12]
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.
https://hal.archives-ouvertes.fr/hal-01412432
[13]
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 ]
https://hal.inria.fr/hal-01385614
[14]
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.
https://hal.archives-ouvertes.fr/hal-01408397

Scientific Books (or Scientific Book chapters)

[15]
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.
https://hal.archives-ouvertes.fr/hal-01252726

Other Publications

[16]
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 ]
https://hal.archives-ouvertes.fr/hal-01405172
References in notes
[17]
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.
[18]
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.
[19]
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.
[20]
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.