Luis Angel Garcia Escudero
Luis Angel Garcia Escudero
Profesor de Estadística e Investigación Operativa, Universidad de Valladolid
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A general trimming approach to robust cluster analysis
LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
The Annals of Statistics 36 (3), 1324-1345, 2008
Robustness Properties of k Means and Trimmed k Means
LÁ García-Escudero, A Gordaliza
Journal of the American Statistical Association 94 (447), 956-969, 1999
A review of robust clustering methods
LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
Advances in Data Analysis and Classification 4 (2-3), 89-109, 2010
A proposal for robust curve clustering
LA Garcia-Escudero, A Gordaliza
Journal of classification 22 (2), 185-201, 2005
Multivariate L-estimation
R Fraiman, J Meloche, LA García-Escudero, A Gordaliza, X He, ...
Test 8 (2), 255-317, 1999
Trimming tools in exploratory data analysis
LA García-Escudero, A Gordaliza, C Matrán
Journal of Computational and Graphical Statistics 12 (2), 434-449, 2003
Exploring the number of groups in robust model-based clustering
LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
Statistics and Computing 21 (4), 585-599, 2011
Practical aspects of mixed-eccentricity detection in PWM voltage-source-inverter-fed induction motors
D Morinigo-Sotelo, LA Garcia-Escudero, O Duque-Perez, M Perez-Alonso
IEEE Transactions on Industrial Electronics 57 (1), 252-262, 2009
Robust clusterwise linear regression through trimming
LA García-Escudero, A Gordaliza, A Mayo-Íscar, R San Martín
Computational Statistics & Data Analysis 54 (12), 3057-3069, 2010
A fast algorithm for robust constrained clustering
H Fritz, LA García-Escudero, A Mayo-Iscar
Computational Statistics & Data Analysis 61, 124-136, 2013
Robust condition monitoring for early detection of broken rotor bars in induction motors
LA García-Escudero, O Duque-Perez, D Morinigo-Sotelo, M Perez-Alonso
Expert Systems with Applications 38 (3), 2653-2660, 2011
Robust linear clustering
LA García‐Escudero, A Gordaliza, R San Martin, S Van Aelst, R Zamar
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2009
A central limit theorem for multivariate generalized trimmed k-means
LA García-Escudero, A Gordaliza, C Matrán
Annals of statistics, 1061-1079, 1999
Avoiding spurious local maximizers in mixture modeling
LA García-Escudero, A Gordaliza, C Matrán, A Mayo-Iscar
Statistics and Computing 25 (3), 619-633, 2015
Analysis of fault signatures for the diagnosis of induction motors fed by voltage source inverters using ANOVA and additive models
O Duque-Perez, LA Garcia-Escudero, D Morinigo-Sotelo, PE Gardel, ...
Electric Power Systems Research 121, 1-13, 2015
A constrained robust proposal for mixture modeling avoiding spurious solutions
LA García-Escudero, A Gordaliza, A Mayo-Íscar
Advances in Data Analysis and Classification 8 (1), 27-43, 2014
Robust constrained fuzzy clustering
H Fritz, LA GarcíA-Escudero, AN Mayo-Iscar
Information Sciences 245, 38-52, 2013
Neural network broken bar detection using time domain and current spectrum data
P Gardel, D Morinigo-Sotelo, O Duque-Perez, M Perez-Alonso, ...
2012 XXth International Conference on Electrical Machines, 2492-2497, 2012
A statistical modeling approach to detect anomalies in energetic efficiency of buildings
AL Zorita, MA Fernández-Temprano, LA García-Escudero, ...
Energy and Buildings 110, 377-386, 2016
Robust detection of incipient faults in VSI-fed induction motors using quality control charts
LA García-Escudero, O Duque-Perez, M Fernandez-Temprano, ...
IEEE Transactions on Industry Applications 53 (3), 3076-3085, 2016
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