Zobrazeno 1 - 10
of 24
pro vyhledávání: '"Edgard M. Maboudou-Tchao"'
Autor:
Edgard M. Maboudou-Tchao
Publikováno v:
Gestão & Produção, Vol 28, Iss 3 (2021)
Abstract: Multivariate control charts are essential tools in multivariate statistical process control (MSPC). “Shewhart-type” charts are control charts using rational subgroupings which are effective in the detection of large shifts. Recently, th
Externí odkaz:
https://doaj.org/article/97ff632460d84e15b51a1383b82d265c
Publikováno v:
Journal of Statistical Computation and Simulation. 92:2721-2739
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ec9889bc43e19b23f77340405a59655a
https://doi.org/10.1080/00949655.2022.2045293
https://doi.org/10.1080/00949655.2022.2045293
Autor:
Edgard M. Maboudou-Tchao
Publikováno v:
Communications in Statistics - Simulation and Computation. :1-17
Multi-way arrays or tensors are becoming important tools to deal with multidimensional data. This paper is concerned with a one-class classification of second order tensor data. One-class classific...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f7db96bb39305af0ca7c672975d3c633
https://doi.org/10.1080/03610918.2021.1926500
https://doi.org/10.1080/03610918.2021.1926500
Autor:
Edgard M. Maboudou-Tchao
Publikováno v:
Quality Technology & Quantitative Management. 17:609-626
One-class classification can be thought as a special type of two-class classification problem, where data only from one class, the target class, are available for training the classifier (referred ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2a202c9a577fc46f2e2f0ce3accbf8e8
https://doi.org/10.1080/16843703.2019.1711302
https://doi.org/10.1080/16843703.2019.1711302
A Comparative Study of $$\text {L}_1$$ and $$\text {L}_2$$ Norms in Support Vector Data Descriptions
Publikováno v:
Springer Series in Reliability Engineering ISBN: 9783030838188
The Support Vector Data Description (\(\text {L}_1\) SVDD) is a non-parametric one-class classification algorithm that utilizes the \(\text {L}_1\) norm in its objective function. An alternative formulation of SVDD, called \(\text {L}_2\) SVDD, uses
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1b983433e2f7d1a9ceb8b7b5419ddfff
https://doi.org/10.1007/978-3-030-83819-5_9
https://doi.org/10.1007/978-3-030-83819-5_9
Autor:
Edgard M. Maboudou-Tchao
Publikováno v:
Journal of Quality Technology. 53:109-134
Many problems in pattern/image recognition, fault diagnosis, signal processing, anomaly detection, and machine learning generate massive amounts of multidimensional data with multiple aspects and h...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c17191060f5e597db6f91d645d6df949
https://doi.org/10.1080/00224065.2019.1642815
https://doi.org/10.1080/00224065.2019.1642815
Autor:
Edgard M. Maboudou-Tchao
Publikováno v:
Communications in Statistics - Simulation and Computation. 50:1927-1942
Dealing with high-dimensional data is a major challenge primary in statistics and consequently in statistical process control (SPC). “Shewhart-type” charts are control charts using rational subgrou...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::15b7dc2383f1c17f7445cbc0e7ec4123
https://doi.org/10.1080/03610918.2019.1588312
https://doi.org/10.1080/03610918.2019.1588312
Autor:
Janan Al-Awar Smither, John C. Bricout, Michael A. Rupp, Eva L. Parkhurst, Edgard M. Maboudou-Tchao, Nicholas Paperno, Aman Behal
Publikováno v:
IEEE Transactions on Human-Machine Systems. 49:137-149
This paper examines the performance differences across gender and age when operating a robotic manipulator arm and also seeks to determine which human factors are considered important predictors of performance for each group. To examine these differe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::99afe8e3657d0627870b5148313150ce
https://doi.org/10.1109/thms.2019.2890855
https://doi.org/10.1109/thms.2019.2890855
Publikováno v:
Journal of Computational and Applied Mathematics. 333:51-64
Conventional methods for testing the mean vector of a P -variate Gaussian distribution require a sample size N greater than or equal to P . But, in high dimensional situations, that is when N is smaller than P , special and new adjustments are needed
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d28f632fbaa84dca7c3b772b4f536c89
https://doi.org/10.1016/j.cam.2017.10.022
https://doi.org/10.1016/j.cam.2017.10.022
Autor:
Edgard M. Maboudou-Tchao
Publikováno v:
Communications in Statistics - Simulation and Computation. 47:1704-1721
Several methods have been proposed to solve the one-class classification problem for vectors. Three methods are mainly used: density estimation, boundary methods, and reconstruction methods. The fo...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cae6a2e2e23ac0ad265cb122cc8242e6
https://doi.org/10.1080/03610918.2017.1322701
https://doi.org/10.1080/03610918.2017.1322701