| Métodos Cuantitativos para la Decisión / Quantitative Decision Methods (1st MII, 1st MIT, year 2016-17) |
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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 1, 16
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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 2, 16
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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 5, 16
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Simulation languages
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Sep 5, 16
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Arena |
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Sep 8, 16
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Arena
Arena Industry Solutions
Rockwell Arena simulation 3D - manufacture
Rockwell Arena simulation 3D - Bike manufacturer
Arena Simulation of Cobequid Blood Clinic
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Sep 9, 16
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Lab SIM. Preview |
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Sep 12, 16
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Problem set
Simulation Questions Class
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Sep 12, 16
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Lab SIM. Computer lab |
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Sep 15, 16
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SIMULATION OUTPUT ANALYSIS
Finite-Horizon Analysis
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Sep 16, 16
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Infinite-Horizon Analysis.
Comparison of System Designs
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Sep 19, 16
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Case study development |
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Sep 19, 16
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Case study development |
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Sep 22, 16
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Lab OUT. Preview |
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Sep 23, 16
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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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Sep 26, 16
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Lab OUT. Computer lab |
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Sep 26, 16
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Lab OUT. Computer lab |
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Sep 29, 16
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Queueing models |
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Sep 30, 16
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Problem set Local administration, Two processors, Download platforms, Printer, Fair, Bank consultations, Boat engines, Classroom computers |
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Oct 3, 16
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Problem set Local administration, Two processors, Download platforms, Printer, Fair, Bank consultations, Boat engines, Classroom computers |
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Case study report.
Hand in of simulation case study. |
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Oct 3, 16
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El Arte de Presentar
A very funny example
Kate Hartman: el arte de la indumentaria de comunicación
Presentation of simulation case study.
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Oct 6, 16
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Presentation of simulation case study. |
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Oct 7, 16
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Presentation of simulation case study. |
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Oct 10, 16
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Presentation of simulation case study. |
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Oct 10, 16
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MULTIVARIATE DATA ANALYSIS
Introduction to Multivariate Data Analysis
Analysis of Variance
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Learn MATLAB Basics
Statistical Software Survey. OR/MS Today
¿Sabes lo que pasa cuando das a 'sí, acepto' en una app? La master class de
Chema Alonso
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 13, 16
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Analysis of Variance |
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Oct 14, 16
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Principal Component Analysis |
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Oct 17, 16
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Principal Component Analysis |
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Oct 17, 16
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Problem set |
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Oct 20, 16
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CLUSTERING AND CLASSIFICATION
Hierarchical Clustering. k-means.
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H. Fry The mathematics of love April 2014
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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ClustEval. Integrative Clustering Evaluation Framework |
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Oct 21, 16
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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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Oct 24, 16
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MID-TERM EXAM 2016
MID-TERM EXAM 2015
MID-TERM EXAM 2014
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Oct 24, 16
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Exam Review
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Oct 26, 16
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Problem set |
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Oct 28, 16
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Lab MUL and CLUS. Preview |
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Oct 31, 16
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Lab MUL and CLUS. Computer lab |
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Oct 31, 16
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Lab MUL and CLUS. Computer lab |
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Nov 4, 16
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REGRESSION
Linear Regression
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Nov 7, 16
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Additive Models |
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Nov 7, 16
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Neural Networks |
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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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Problem set
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Nov 10, 16
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Multilayer Perceptron |
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Nov 14, 16
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Case study development |
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Nov 14, 16
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Case study development |
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Nov 17, 16
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Lab REG. Preview |
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Nov 18, 16
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TIME SERIES FORECASTING |
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Forecasting Software Survey. OR/MS
Today
L. Hernandez et al. A Survey on Electric Power Demand Forecasting: Future Trends in Smart Grids, Microgrids and Smart
Buildings IEEE Communications Surveys & Tutorials, 16 (3), 2014 |
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Nov 21, 16
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Lab REG. Computer lab |
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Nov 21, 16
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Lab REG. Computer lab |
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Nov 24, 16
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Decomposition Methods |
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Nov 25, 16
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Exponential Smoothing |
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Nov 28, 16
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ARIMA. Example |
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Nov 28, 16
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ARIMA. Example |
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Case study report.
Hand in of data analysis case study. |
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Dic 1, 16
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Presentation of data analysis case study. |
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Dic 2, 16
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Presentation of data analysis case study. |
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Dec 5, 16
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Presentation of data analysis case study. |
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Dec 5, 16
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Presentation of data analysis case study. |
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Dec 7, 16
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FINAL EXAM 2016
FINAL EXAM 2015
FINAL EXAM 2014
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Jun 15, 17
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EXAM |
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Instituto de Investigación Tecnológica 
