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04/27/2022
Open challenges for Machine Learning based Early Decision-Making research
More and more applications require early decisions, i.e. taken as soon a...
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06/29/2020
Random Partitioning Forest for Point-Wise and Collective Anomaly Detection – Application to Intrusion Detection
In this paper, we propose DiFF-RF, an ensemble approach composed of rand...
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11/21/2019
On the separation of shape and temporal patterns in time series – Application to signature authentication
In this article we address the problem of separation of shape and time c...
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01/22/2018
Sequence Covering Similarity for Symbolic Sequence Comparison
This paper introduces the sequence covering similarity, that we have for...
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12/06/2017
Sequence Covering for Efficient Host-Based Intrusion Detection
This paper introduces a new similarity measure, the covering similarity,...
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11/23/2016
Adaptive Down-Sampling and Dimension Reduction in Time Elastic Kernel Machines for Efficient Recognition of Isolated Gestures
In the scope of gestural action recognition, the size of the feature vec...
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02/25/2015
Exploiting a comparability mapping to improve bi-lingual data categorization: a three-mode data analysis perspective
We address in this paper the co-clustering and co-classification of bili...
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05/03/2007