| Métodos Cuantitativos para la Decisión / Quantitative Decision Methods (1st MII, 1st MIT, year 2014-15) |
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Date
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Theory
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Readings
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Exercises / Problems
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Practice
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Sep 2, 14
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Extract of the MII/MIT syllabus.
Hand out of this web page for slides.
A New View of Analytics and Operations Research
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Sep 4, 14
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MULTIVARIATE DATA ANALYSIS
Introduction to Multivariate Data Analysis
Analysis of Variance
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2013 Statistical Software Survey. OR/MS Today
Taking your print. Spectrum IEEE. Aug 2014
Comprar en la era de Big Data. El País. 13-sep-2014
M. Asay Why Data Scientists Get Paid So Much ReadWrite July 2014
D. Peña Big Data and Statistics: Trend or Change? Boletín de Estadística e Investigación Operativa 30 (3): 313-324, Nov 2014
C. Maté Big data. Un nuevo paradigma
de análisis de datos Anales de Mecánica y Electricidad XCI(VI): 10-16 Dic 2014
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Problem set |
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Sep 4, 14
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Analysis of Variance |
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Sep 9, 14
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Analysis of Variance |
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Sep 11, 14
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Principal Component Analysis |
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Sep 11, 14
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Principal Component Analysis |
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Sep 12, 14
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Factor Analysis |
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Sep 16, 14
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Lab 01. Preview |
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Sep 17, 14
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CLUSTERING AND CLASSIFICATION
Hierarchical Clustering
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Problem set |
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ClustEval. Integrative Clustering Evaluation Framework |
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Sep 18, 14
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k-means. KSOM |
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Sep 18, 14
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Discriminant Analysis |
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Sep 23, 14
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Lab 01. Computer lab |
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Sep 24, 14
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Classification Trees |
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E.F. Sánchez Úbeda, A. Muñoz, J. Villar Minería y visualización de datos del mercado eléctrico
español Inteligencia Artificial, No. 29 (2006), pp. 79-88.
E.F. Sánchez-Úbeda, J. Peco, P. Raymont, T. Gómez, and S. Bañales, A.L. Hernández Application of Data Mining
Techniques to Identify Structural Congestion Problems under Uncertainty IEEE PowerTech Conference, Porto, Portugal, September 2001
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Sep 25, 14
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Classification Trees |
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Sep 25, 14
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Classification Trees |
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Sep 30, 14
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Lab 02. Preview |
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Oct 1, 14
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REGRESSION
Linear Regression
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Problem set |
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Oct 3, 14
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Additive Models |
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Oct 3, 14
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Lab 02. Computer lab |
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Oct 6, 14
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Neural Networks |
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Oct 6, 14
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Multilayer Perceptron |
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Oct 7, 14
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Lab 03. Preview |
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Oct 8, 14
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DISCRETE EVENT SIMULATION MODELING
Components and Processes. Modeling by Simulation
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Th. Geijtenbeek, M. van der Panne, F. van der Stappen, F. van der Helm Optimizing Muscle Routing and Control for Diverse
Morphologies
Simulation Software Survey. OR/MS Today
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J. Banks and R.R. Gibson The ABCs of Simulation Practice Analytics Magazine
16-21 Spring 2009 |
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Oct 14, 14
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Lab 03. Computer lab |
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Oct 15, 14
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Simulation languages
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Oct 16, 14
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Arena |
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Oct 16, 14
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Arena |
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Oct 21, 14
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Lab 04. Preview |
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Oct 22, 14
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MODELING RANDOMNESS IN SIMULATION
Distribution Fitting |
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Oct 23, 14
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Distribution Fitting |
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Oct 23, 14
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Oct 28, 14
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Lab 04. Computer lab |
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Oct 29, 14
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Problem set |
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Oct 30, 14
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EXAM |
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Oct 30, 14
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Random Number Generation |
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Nov 4, 14
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Variable Sampling |
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Problem set Muelle circular, El apetito, Combinación de funciones, Impresoras, Reparación I, Fondos de inversión,
Trabajos a imprimir, Demanda mínima |
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Nov 5, 14
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SIMULATION OUTPUT ANALYSIS
Finite-Horizon Analysis
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Nov 6, 14
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Infinite-Horizon Analysis |
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Nov 6, 14
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Comparison of System Designs |
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Assignment of simulation practices with Arena. |
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Nov 11, 14
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Lab 06. Preview |
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Nov 12, 14
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Lab 06. Preview |
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Nov 13, 14
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Lab 06. Computer lab |
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Nov 13, 14
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QUEUEING THEORY
Poisson processes
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C. Moler The world's largest matrix
computation Matlab News & Notes Oct 2002 |
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Nov 20, 14
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Queueing models |
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Nov 20, 14
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Problem set Administración local, Dos procesadores, Descarga plataformas, Impresora,
Feria, Consultas bancarias, Motores de barco, Aula de ordenadores |
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Nov 21, 14
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Problem set Administración local, Dos procesadores, Descarga plataformas, Impresora,
Feria, Consultas bancarias, Motores de barco, Aula de ordenadores |
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Nov 25, 14
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Problem set Administración local, Dos procesadores, Descarga plataformas, Impresora,
Feria, Consultas bancarias, Motores de barco, Aula de ordenadores |
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Nov 26, 14
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TIME SERIES FORECASTING
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2014 Forecasting Software Survey.
OR/MS Today |
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Problem set |
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Nov 27, 14
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Decomposition Methods and Exponential Smoothing. |
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Nov 27, 14
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ARIMA |
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Lab report.
Hand in of simulation practices with Arena. |
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Dec 2, 14
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El Arte de Presentar
A very funny example
Kate Hartman: el arte de la indumentaria de comunicación
Presentation of simulation practical cases.
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Dec 3, 14
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Presentation of simulation practical cases. |
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Dec 4, 14
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Presentation of simulation practical cases. |
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Dec 4, 14
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Presentation of simulation practical cases. |
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Dec 15, 14
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FINAL EXAM year 2014-15 |
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Jun 18, 15
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EXAM |
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Instituto de Investigación Tecnológica 
