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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...
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04/24/2023
Generating robust counterfactual explanations
Counterfactual explanations have become a mainstay of the XAI field. Thi...
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12/21/2022
Temporal Disaggregation of the Cumulative Grass Growth
Information on the grass growth over a year is essential for some models...
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12/21/2022
VCNet: A self-explaining model for realistic counterfactual generation
Counterfactual explanation is a common class of methods to make local ex...
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09/28/2022
Experimental study of time series forecasting methods for groundwater level prediction
Groundwater level prediction is an applied time series forecasting task ...
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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...
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02/17/2020
Semantics of negative sequential patterns
In the field of pattern mining, a negative sequential pattern is specifi...
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11/06/2018
Day-ahead time series forecasting: application to capacity planning
In the context of capacity planning, forecasting the evolution of inform...
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04/04/2018
NegPSpan: efficient extraction of negative sequential patterns with embedding constraints
Mining frequent sequential patterns consists in extracting recurrent beh...
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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...
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09/11/2017
Discriminant chronicles mining: Application to care pathways analytics
Pharmaco-epidemiology (PE) is the study of uses and effects of drugs in ...
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09/11/2017
Expert Opinion Extraction from a Biomedical Database
In this paper, we tackle the problem of extracting frequent opinions fro...
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09/11/2017
Mining relevant interval rules
This article extends the method of Garriga et al. for mining relevant ru...
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07/26/2017
Declarative Sequential Pattern Mining of Care Pathways
Sequential pattern mining algorithms are widely used to explore care pat...
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09/27/2014
Using Answer Set Programming for pattern mining
Serial pattern mining consists in extracting the frequent sequential pat...
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07/22/2009