Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Enhancing sequential pattern mining with time and reasoning.

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[DOI]

Thomas Guyet

, 2020

2019

Toward a Framework for Seasonal Time Series Forecasting Using Clustering.

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[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Admissible Generalizations of Examples as Rules.

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[DOI]

Philippe Besnard

Thomas Guyet

Véronique Masson

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Day-ahead time series forecasting: application to capacity planning.

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[DOI]

CoRR, 2018

Fouille de motifs temporels négatifs.

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[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2018

PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire.

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[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2018

Discriminant Chronicle Mining.

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[DOI]

Proceedings of the Advances in Knowledge Discovery and Management, 2018

2017

Mining relevant interval rules.

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[DOI]

Thomas Guyet

René Quiniou

Véronique Masson

CoRR, 2017

Purchase Signatures of Retail Customers.

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[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Mining Rare Sequential Patterns with ASP.

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[DOI]

Ahmed Samet

Thomas Guyet

Benjamin Négrevergne

Proceedings of the Late Breaking Papers of the 27th International Conference on Inductive Logic Programming, 2017

Extraction de chroniques discriminantes.

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[DOI]

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

Expert Opinion Extraction from a Biomedical Database.

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[DOI]

Marie Christine Ho Ba Tho

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2017

Declarative Sequential Pattern Mining of Care Pathways.

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[DOI]

Thomas Guyet

André Happe

Yann Dauxais

Proceedings of the Artificial Intelligence in Medicine, 2017

Discriminant Chronicles Mining - Application to Care Pathways Analytics.

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[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2017

2016

Long term analysis of time series of satellite images.

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[DOI]

Thomas Guyet

Hervé Nicolas

Pattern Recognit. Lett., 2016

Packing Graphs with ASP for Landscape Simulation.

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[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Knowledge-Based Sequence Mining with ASP.

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[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks.

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[DOI]

Proceedings of the Advances in Knowledge Discovery and Management, 2016

Fouille de motifs séquentiels avec ASP.

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[DOI]

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context.

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[DOI]

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

Extraction des zones cohérentes par l'analyse spatio-temporelle d'images de télédétection.

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[DOI]

Thomas Guyet

Simon Malinowski

Mohand Cherif Benyounès

Rev. Int. Géomatique, 2015

Programmation par ensembles réponses pour simuler l'assolement d'un paysage.

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[DOI]

Thomas Guyet

Yves Moinard

René Quiniou

Rev. d'Intelligence Artif., 2015

Bag-of-Temporal-SIFT-Words for Time Series Classification.

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[DOI]

Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

Dense Bag-of-Temporal-SIFT-Words for Time Series Classification.

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[DOI]

Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

Landscape features that prevent or foster urban sprawl.

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[DOI]

Thomas Guyet

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Extracting characteristics of satellite image time series with decision trees.

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[DOI]

Thomas Guyet

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

2014

Autonomic intrusion detection: Adaptively detecting anomalies over unlabeled audit data streams in computer networks.

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[DOI]

Knowl. Based Syst., 2014

Using Answer Set Programming for pattern mining.

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[DOI]

Thomas Guyet

Yves Moinard

René Quiniou

CoRR, 2014

Evaluating distance measures and times series clustering for temporal patterns retrieval.

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[DOI]

Sidahmed Benabderrahmane

Rene Quiniou

Thomas Guyet

Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

1d-SAX : une nouvelle représentation symbolique pour les séries temporelles.

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[DOI]

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Comparaison des chemins de Hilbert adaptatif et des graphes de voisinage pour la caractérisation d'un parcellaire agricole.

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[DOI]

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

2013

Introduction.

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[DOI]

Thomas Guyet

Florence Le Ber

Maguelonne Teisseire

Rev. d'Intelligence Artif., 2013

1d-SAX: A Novel Symbolic Representation for Time Series.

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[DOI]

Proceedings of the Advances in Intelligent Data Analysis XII, 2013

Construction semi-automatique d'une ontologie de la perception des paysages.

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[DOI]

Proceedings of the IC 2013 : 24es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 24th French Knowledge Engineering Conference), 2013

2012

Extraction incrémentale de séquences fréquentes dans un flux d'itemsets.

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[DOI]

Thomas Guyet

Rene Quiniou

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011

Extracting Temporal Patterns from Interval-Based Sequences.

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[DOI]

Thomas Guyet

Rene Quiniou

Proceedings of the IJCAI 2011, 2011

Extraction de motifs temporels à partir de séquences d'événements avec intervalles temporels.

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[DOI]

Thomas Guyet

Rene Quiniou

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2009

Self-adaptive web intrusion detection system

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[DOI]

CoRR, 2009

A general framework for adaptive and online detection of web attacks.

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[DOI]

Proceedings of the 18th International Conference on World Wide Web, 2009

Autonomic Intrusion Detection System.

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[DOI]

Wei Wang

Thomas Guyet

Svein J. Knapskog

Proceedings of the Recent Advances in Intrusion Detection, 12th International Symposium, 2009

Online and adaptive anomaly Detection: detecting intrusions in unlabelled audit data streams.

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[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Diagnostic multi-sources adaptatif. Application à la détection d'intrusion dans des serveurs Web.

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[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

2008

Mining Temporal Patterns with Quantitative Intervals.

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[DOI]

Thomas Guyet

Rene Quiniou

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

Interprétation collaborative de séries temporelles. Application à des données de réanimation médicale. (Collaborative interpretation of multivariate time series. Application to data from intensive care units).

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[DOI]

Thomas Guyet

PhD thesis, 2007

Knowledge construction from time series data using a collaborative exploration system.

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[DOI]

Thomas Guyet

Catherine Garbay

Michel Dojat

J. Biomed. Informatics, 2007

A Human-Machine Cooperative Approach for Time Series Data Interpretation.