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Thomas Guyet
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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
1042014
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
832013
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
612007
Extracting temporal patterns from interval-based sequences
T Guyet, R Quiniou
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
592011
Mining temporal patterns with quantitative intervals
T Guyet, R Quiniou
2008 IEEE International Conference on Data Mining Workshops, 218-227, 2008
552008
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
502008
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
332015
Long term analysis of time series of satellite images
T Guyet, H Nicolas
Pattern Recognition Letters 70, 17-23, 2016
302016
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
252013
Discriminant chronicles mining
Y Dauxais, T Guyet, D Gross-Amblard, A Happe
Conference on Artificial Intelligence in Medicine in Europe, 234-244, 2017
242017
Bag-of-temporal-sift-words for time series classification
A Bailly, S Malinowski, R Tavenard, T Guyet, L Chapel
ECML/PKDD workshop on advanced analytics and learning on temporal data, 2015
232015
Knowledge-based sequence mining with ASP
M Gebser, T Guyet, R Quiniou, J Romero, T Schaub
IJCAI 2016-25th International joint conference on artificial intelligence, 8, 2016
212016
New cancer cases at the time of SARS-Cov2 pandemic and related public health policies: a persistent and concerning decrease long after the end of the national lockdown
E Kempf, G Lamé, R Layese, S Priou, G Chatellier, H Chaieb, ...
European Journal of Cancer 150, 260-267, 2021
202021
NegPSpan: efficient extraction of negative sequential patterns with embedding constraints
T Guyet, R Quiniou
Data Mining and Knowledge Discovery 34 (2), 563-609, 2020
18*2020
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
122014
Efficiency analysis of ASP encodings for sequential pattern mining tasks
T Guyet, Y Moinard, R Quiniou, T Schaub
Advances in Knowledge Discovery and Management, 41-81, 2018
92018
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
92012
Fouille de données spatiales pour la caractérisation spatiale de paysages en lien avec des fonctionnalités agro-écologiques
T Guyet
Spatial Analysis and GEOmatics (SAGEO'10), 385-387, 2010
82010
From medico‐administrative databases analysis to care trajectories analytics: an example with the French SNDS
E Drezen, T Guyet, A Happe
Fundamental & Clinical Pharmacology 32 (1), 78-80, 2018
72018
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
72009
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