| Métodos Cuantitativos para la Decisión / Quantitative Decision Methods (1st MII, 1st MIT, year 2015-16) |
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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, 15
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Extract of the MII/MIT syllabus.
Hand out of this web page for slides.
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A New View of Analytics and Operations Research |
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Sep 3, 15
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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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Sep 8, 15
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Simulation languages
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Sep 8, 15
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Arena |
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Sep 9, 15
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Arena
Rockwell Arena simulation 3D - manufacture
Rockwell Arena simulation 3D - Bike manufacturer
Arena Simulation of Cobequid Blood Clinic
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Sep 10, 15
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MODELING RANDOMNESS IN SIMULATION
Distribution Fitting |
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Assignment of simulation practices with Arena. |
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Sep 15, 15
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Distribution Fitting |
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Sep 15, 15
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Random Number Generation |
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Sep 16, 15
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Lab SIM. Preview |
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Sep 17, 15
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Lab SIM. Computer lab |
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Sep 22, 15
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Problem set
Simulation Questions Class
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Sep 22, 15
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Variable Sampling |
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Sep 23, 15
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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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Sep 24, 15
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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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Sep 29, 15
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SIMULATION OUTPUT ANALYSIS
Finite-Horizon Analysis
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Sep 29, 15
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Infinite-Horizon Analysis.
Comparison of System Designs
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Sep 30, 15
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Lab OUT. Preview |
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Oct 1, 15
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Lab OUT. Computer lab |
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Oct 6, 15
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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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Oct 6, 15
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Queueing models |
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Oct 7, 15
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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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Oct 8, 15
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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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Lab report.
Hand in of simulation practices with Arena. |
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Oct 13, 15
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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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Oct 13, 15
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Presentation of simulation practical cases. |
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Oct 14, 15
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Presentation of simulation practical cases. |
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Oct 15, 15
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Presentation of simulation practical cases. |
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Oct 20, 15
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Presentation of simulation practical cases. |
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Oct 20, 15
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MULTIVARIATE DATA ANALYSIS
Introduction to Multivariate Data Analysis
Analysis of Variance
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Learn MATLAB Basics
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
Th.H. Davenport and D.J. Patil Data Scientist: The Sexiest Job of the 21st
Century Harvard Business Review Oct 2012
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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Oct 21, 15
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Analysis of Variance |
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Oct 22, 15
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Principal Component Analysis |
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Oct 27, 15
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Principal Component Analysis |
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Oct 27, 15
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Problem set |
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Oct 28, 15
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Lab MUL. Preview |
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Oct 29, 15
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Lab MUL. Computer lab |
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Nov 3, 15
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CLUSTERING AND CLASSIFICATION
Hierarchical Clustering
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H. Fry The mathematics of love April 2014 |
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ClustEval. Integrative Clustering Evaluation Framework |
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Nov 3, 15
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k-means. |
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L. Li, S. Das, R.J. Hansman, R. Palacios, A.N. Srivastava Analysis of flight data using clustering techniques
for detecting abnormal operations Journal of Aerospace Information Systems. 12 (9), 587-598, Sept 2015. |
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Nov 5, 15
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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.
J. Peco, E.F. Sánchez-Úbeda, and T. Gómez Enhancing Optimal Transmission or Subtransmission
Planning by using Decision Trees IEEE Budapest Power Tech, Budapest, Hungary, August 1999
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Nov 6, 15
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Classification Trees |
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Nov 10, 15
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Lab CLUS. Preview |
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Nov 10, 15
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Lab CLUS. Computer lab |
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Nov 11, 15
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Problem set |
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Nov 17, 15
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REGRESSION
Linear Regression
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Nov 17, 15
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Additive Models |
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Nov 18, 15
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MID-TERM EXAM |
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Nov 19, 15
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Additive Models |
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Problem set
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Nov 24, 15
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Neural Networks. Multilayer Perceptron |
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S. DeLand and A Filion Data-Driven
Insights with MATLAB Analytics: An Energy Load Forecasting Case Study MathWorks News & Notes Oct 2015
F. Lopez-Iturriaga and I. Pastor Bankruptcy visualization and prediction using neural networks: A study of U.S. commercial banks Expert Systems with Applications 42 (6), 2857-2869 April 2015
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Nov 24, 15
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Lab REG. Preview |
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Nov 25, 15
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TIME SERIES FORECASTING |
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2014 Forecasting Software Survey.
OR/MS Today |
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Nov 26, 15
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Lab REG. Computer lab |
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Dec 1, 15
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Decomposition Methods |
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Dec 1, 15
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Exponential Smoothing |
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Dec 2, 15
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ARIMA. Example |
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Dec 3, 15
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Exam review |
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Dec 10, 15
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FINAL EXAM 2015
FINAL EXAM 2014
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Jun 16, 16
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EXAM |
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Instituto de Investigación Tecnológica 
