Thomas Guyet
Thomas Guyet
Verified email at agrocampus-ouest.fr - Homepage
TitleCited byYear
Autonomic intrusion detection: Adaptively detecting anomalies over unlabeled audit data streams in computer networks
W Wang, T Guyet, R Quiniou, MO Cordier, F Masseglia, X Zhang
Knowledge-Based Systems 70, 103-117, 2014
632014
Knowledge construction from time series data using a collaborative exploration system
T Guyet, C Garbay, M Dojat
Journal of Biomedical Informatics 40 (6), 672-687, 2007
492007
Mining temporal patterns with quantitative intervals
T Guyet, R Quiniou
2008 IEEE International Conference on Data Mining Workshops, 218-227, 2008
442008
Towards fast detecting intrusions: using key attributes of network traffic
W Wang, S Gombault, T Guyet
2008 The Third International Conference on Internet Monitoring and …, 2008
442008
Extracting temporal patterns from interval-based sequences
T Guyet, R Quiniou
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
422011
1d-sax: A novel symbolic representation for time series
S Malinowski, T Guyet, R Quiniou, R Tavenard
International Symposium on Intelligent Data Analysis, 273-284, 2013
402013
Long term analysis of time series of satellite images
T Guyet, H Nicolas
Pattern Recognition Letters 70, 17-23, 2016
222016
Dense bag-of-temporal-sift-words for time series classification
A Bailly, S Malinowski, R Tavenard, L Chapel, T Guyet
International Workshop on Advanced Analysis and Learning on Temporal Data, 17-30, 2015
172015
Clustering flood events from water quality time series using Latent Dirichlet Allocation model
AH Aubert, R Tavenard, R Emonet, A De Lavenne, S Malinowski, T Guyet, ...
Water Resources Research 49 (12), 8187-8199, 2013
172013
Bag-of-temporal-sift-words for time series classification
A Bailly, S Malinowski, R Tavenard, T Guyet, L Chapel
162015
Discriminant chronicles mining
Y Dauxais, T Guyet, D Gross-Amblard, A Happe
Conference on Artificial Intelligence in Medicine in Europe, 234-244, 2017
122017
Knowledge-based sequence mining with ASP
M Gebser, T Guyet, R Quiniou, J Romero, T Schaub
122016
Evaluating distance measures and times series clustering for temporal patterns retrieval
S Benabderrahmane, R Quiniou, T Guyet
Proceedings of the 2014 IEEE 15th International Conference on Information …, 2014
82014
Fouille de données spatiales pour la caractérisation spatiale de paysages en lien avec des fonctionnalités agro-écologiques
T Guyet
72010
A general framework for adaptive and online detection of web attacks
W Wang, F Masseglia, T Guyet, R Quiniou, MO Cordier
Proceedings of the 18th international conference on World wide web, 1141-1142, 2009
62009
Using answer set programming for pattern mining
T Guyet, Y Moinard, R Quiniou
arXiv preprint arXiv:1409.7777, 2014
52014
Incremental mining of frequent sequences from a window sliding over a stream of itemsets
T Guyet, R Quiniou
Atelier CIDN Classification Incrémentale et Détection de Nouveauté, 2012
52012
Segmentation multi-échelle de séries temporelles d'images satellite: Application à l'étude d'une période de sécheresse au Sénégal
T Guyet, H Nicolas, A Diouck
RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), 978-2 …, 2012
52012
Human/computer interaction to learn scenarios from ICU multivariate time series
T Guyet, C Garbay, M Dojat
Conference on Artificial Intelligence in Medicine in Europe, 424-428, 2005
52005
Autonomic intrusion detection system
W Wang, T Guyet, SJ Knapskog
International Workshop on Recent Advances in Intrusion Detection, 359-361, 2009
42009
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