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10/14/2020
Anomaly Detection for Bivariate Signals
The anomaly detection problem for univariate or multivariate time series...
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06/25/2015
How to improve robustness in Kohonen maps and display additional information in Factorial Analysis: application to text mining
This article is an extended version of a paper presented in the WSOM'201...
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06/12/2015
Search Strategies for Binary Feature Selection for a Naive Bayes Classifier
We compare in this paper several feature selection methods for the Naive...
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03/18/2015
Interpretable Aircraft Engine Diagnostic via Expert Indicator Aggregation
Detecting early signs of failures (anomalies) in complex systems is one ...
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07/03/2014
Anomaly Detection Based on Aggregation of Indicators
Automatic anomaly detection is a major issue in various areas. Beyond me...
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12/27/2012
On-line relational SOM for dissimilarity data
In some applications and in order to address real world situations bette...
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10/24/2012
Neural Networks for Complex Data
Artificial neural networks are simple and efficient machine learning too...
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02/28/2007
Consumer Profile Identification and Allocation
We propose an easy-to-use methodology to allocate one of the groups whic...
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01/05/2007
Missing values : processing with the Kohonen algorithm
The processing of data which contain missing values is a complicated and...
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01/04/2007
Bootstrap for neural model selection
Bootstrap techniques (also called resampling computation techniques) hav...
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01/04/2007
Statistical tools to assess the reliability of self-organizing maps
Results of neural network learning are always subject to some variabilit...
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01/04/2007
On the use of self-organizing maps to accelerate vector quantization
Self-organizing maps (SOM) are widely used for their topology preservati...
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11/14/2006
Working times in atypical forms of employment: the special case of part-time work
In the present article, we attempt to devise a typology of forms of part...
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11/14/2006
Advances in Self Organising Maps
The Self-Organizing Map (SOM) with its related extensions is the most po...
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11/14/2006
