Thomas Guyet | DeepAI

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∙ 09/20/2023

A survey on the semantics of sequential patterns with negation

A sequential pattern with negation, or negative sequential pattern, take...

0 Thomas Guyet, et al. ∙

∙ 04/24/2023

Generating robust counterfactual explanations

Counterfactual explanations have become a mainstay of the XAI field. Thi...

0 Victor Guyomard, et al. ∙

∙ 12/21/2022

Temporal Disaggregation of the Cumulative Grass Growth

Information on the grass growth over a year is essential for some models...

0 Thomas Guyet, et al. ∙

∙ 12/21/2022

VCNet: A self-explaining model for realistic counterfactual generation

Counterfactual explanation is a common class of methods to make local ex...

0 Victor Guyomard, et al. ∙

∙ 09/28/2022

Experimental study of time series forecasting methods for groundwater level prediction

Groundwater level prediction is an applied time series forecasting task ...

5 Michael Franklin Mbouopda, et al. ∙

∙ 01/27/2022

Incremental Mining of Frequent Serial Episodes Considering Multiple Occurrences

The need to analyze information from streams arises in a variety of appl...

0 Thomas Guyet, et al. ∙

∙ 02/17/2020

Semantics of negative sequential patterns

In the field of pattern mining, a negative sequential pattern is specifi...

0 Philippe Besnard, et al. ∙

∙ 11/06/2018

Day-ahead time series forecasting: application to capacity planning

In the context of capacity planning, forecasting the evolution of inform...

0 Colin Leverger, et al. ∙

∙ 04/04/2018

NegPSpan: efficient extraction of negative sequential patterns with embedding constraints

Mining frequent sequential patterns consists in extracting recurrent beh...

0 Thomas Guyet, et al. ∙

∙ 11/14/2017

Efficiency Analysis of ASP Encodings for Sequential Pattern Mining Tasks

This article presents the use of Answer Set Programming (ASP) to mine se...

0 Thomas Guyet, et al. ∙

∙ 09/11/2017

Discriminant chronicles mining: Application to care pathways analytics

Pharmaco-epidemiology (PE) is the study of uses and effects of drugs in ...

0 Yann Dauxais, et al. ∙

∙ 09/11/2017

Expert Opinion Extraction from a Biomedical Database

In this paper, we tackle the problem of extracting frequent opinions fro...

0 Ahmed Samet, et al. ∙

∙ 09/11/2017

Mining relevant interval rules

This article extends the method of Garriga et al. for mining relevant ru...

0 Thomas Guyet, et al. ∙

∙ 07/26/2017

Declarative Sequential Pattern Mining of Care Pathways

Sequential pattern mining algorithms are widely used to explore care pat...

0 Thomas Guyet, et al. ∙

∙ 09/27/2014

Using Answer Set Programming for pattern mining

Serial pattern mining consists in extracting the frequent sequential pat...

0 Thomas Guyet, et al. ∙

∙ 07/22/2009

Self-adaptive web intrusion detection system

The evolution of the web server contents and the emergence of new kinds ...

0 Thomas Guyet, et al. ∙

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