| Métodos Cuantitativos
para la Decisión / Quantitative Decision Methods (1st MII, 1st
MIT, year 2017-18) |
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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 4, 17
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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
Learn
About O.R.
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Sep 4, 17
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DISCRETE
EVENT SIMULATION MODELING
Components and Processes. Modeling by Simulation
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Simulation Software Survey. OR/MS Today
Winter
Simulation Conference 2017
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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, 17
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Simulation languages
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Sep 8, 17
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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 11, 17
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Arena
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Sep 11, 17
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Problem
set
Simulation
Questions Class
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Sep 15, 17
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Lab SIM. Preview |
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Sep 15, 17
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Lab SIM. Computer
lab |
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Sep 18, 17
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SIMULATION
OUTPUT ANALYSIS
Finite-Horizon Analysis
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Sep 21, 17
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Infinite-Horizon Analysis.
Comparison of System Designs
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Sep 22, 17
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Case study development |
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Sep 22, 17
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Case study development |
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Sep 25, 17
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Lab OUT. Preview |
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Sep 25, 17
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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 29, 17
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Lab OUT. Computer
lab |
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Sep 29, 17
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Lab OUT. Computer
lab |
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Oct 2, 17
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Queueing models |
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Oct 2, 17
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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 6, 17
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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 6, 17
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REVIEW OF STATISTICS
MULTIVARIATE
DATA ANALYSIS
Introduction to Multivariate Data Analysis
Analysis of Variance
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Learn
MATLAB Basics
Statistical
Software Survey. OR/MS Today
J. Rodríguez Reconocimiento
facial: cuando tu cara es tu nuevo DNI El País
Dic 2017
¿Qué
demonios es el 'Deep Learning' y por qué debería
aprenderlo en este artículo? Alberto Palomo
El Confidencial. Sep 2017
¿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, 17
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Analysis of Variance |
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Oct 13, 17
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Principal Component Analysis |
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Q. Ploussard, L. Olmos and A. Ramos An
operational state aggregation technique for transmission
expansion planning based on line benefits IEEE
Transactions on Power Systems 32 (4): 2744-2755 Oct
2017 10.1109/TPWRS.2016.2614368 |
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Oct 16, 17
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Principal Component Analysis |
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Oct 16, 17
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Problem
set |
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Oct 20, 17
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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 20, 17
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Presentation of simulation
case study. |
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Oct 23, 17
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Presentation of simulation
case study. |
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Oct 23, 17
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Presentation of simulation
case study. |
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Oct 24, 17
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MID-TERM
EXAM 2017
MID-TERM
EXAM 2016
MID-TERM
EXAM 2015
MID-TERM
EXAM 2014
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Oct 27, 17
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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 27, 17
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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 30, 17
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Classification Trees |
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Oct 30, 17
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Problem
set |
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Nov 3, 17
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Lab MUL and CLUS.
Preview |
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Nov 3, 17
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REGRESSION
Linear Regression
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Nov 6, 17
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Lab MUL and CLUS.
Computer lab |
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Nov 6, 17
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Lab MUL and CLUS.
Computer lab |
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Nov 10, 17
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Additive Models |
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Nov 10, 17
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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 13, 17
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Multilayer Perceptron |
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Nov 13, 17
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Lab REG. Preview |
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Nov 17, 17
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Case study development |
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Nov 17, 17
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Case study development |
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Nov 20, 17
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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 20, 17
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Exponential Smoothing
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Nov 24, 17
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Lab REG. Computer
lab |
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Nov 24, 17
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Lab REG. Computer
lab |
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Nov 27, 17
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Decomposition Methods |
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Nov 27, 17
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ARIMA. Example |
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Dec 1, 17
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Presentation of data analysis
case study. |
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Dec 1, 17
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Presentation of data analysis
case study. |
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Dec 4, 17
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Presentation of data analysis
case study. |
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Dec 4, 17
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Presentation of data analysis
case study. |
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Dec 13, 17
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FINAL EXAM 2016
FINAL
EXAM 2015
FINAL
EXAM 2014
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Jun xx, 18
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EXAM |
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Instituto
de Investigación Tecnológica 
