| Métodos Cuantitativos
para la Decisión / Quantitative Decision Methods (1st MII, 1st
MIT, year 2018-19) |
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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 6, 18
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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 6, 18
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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 2021
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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 7, 18
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Simulation languages
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Sep 7, 18
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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 13, 18
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Arena
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Sep 13, 18
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Lab SIM. Preview |
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Sep 14, 18
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Lab SIM. Computer
lab |
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Sep 14, 18
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Problem
set
Simulation
Questions Class
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Sep 20, 18
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Case study development |
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Sep 20, 18
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Case study development |
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Sep 21, 18
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SIMULATION
OUTPUT ANALYSIS
Finite-Horizon Analysis
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Sep 21, 18
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Infinite-Horizon Analysis.
Comparison of System Designs
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Lab OUT. Preview |
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Sep 27, 18
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Lab OUT. Computer
lab |
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Sep 27, 18
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Lab OUT. Computer
lab |
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Sep 28, 18
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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 28, 18
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Queueing models |
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Oct 4, 18
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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 4, 18
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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 5, 18
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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 5, 18
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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 8, 18
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Analysis of Variance |
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Oct 8, 18
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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 11, 18
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Principal Component Analysis |
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Oct 11, 18
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Problem
set |
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Oct 16, 18
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MID-TERM
EXAM 2018
MID-TERM
EXAM 2017
MID-TERM
EXAM 2016
MID-TERM
EXAM 2015
MID-TERM
EXAM 2014
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Oct 25, 18
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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 25, 18
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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 26, 18
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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 26, 18
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Presentation of simulation
case study. |
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Oct 30, 18
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Classification Trees |
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Oct 30, 18
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Problem
set |
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Nov 2, 18
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Lab MUL and CLUS.
Preview |
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Nov 2, 18
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REGRESSION
Linear Regression
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Nov 7, 18
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Additive Models |
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Nov 7, 18
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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 8, 18
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Lab MUL and CLUS.
Computer lab |
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Nov 8, 18
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Lab MUL and CLUS.
Computer lab |
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Nov 15, 18
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Case study development |
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Nov 15, 18
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Case study development |
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Nov 16, 18
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Multilayer Perceptron |
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Nov 16, 18
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Lab REG. Preview |
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Nov 22, 18
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Lab REG. Computer
lab |
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Nov 22, 18
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Lab REG. Computer
lab |
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Nov 23, 18
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TIME
SERIES FORECASTING |
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Forecasting
Software Survey. OR/MS Today
S.J. Taylor and B. Letham Forecasting
at Scale The American Statistician, 72 (1),
Feb 2018
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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Prophet
is open source software released by Facebook's Core
Data Science team. |
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Nov 23, 18
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Exponential Smoothing
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Nov 29, 18
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Decomposition Methods |
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Nov 29, 18
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ARIMA. Example |
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Nov 30, 18
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Presentation of data analysis
case study. |
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Nov 30, 18
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Presentation of data analysis
case study. |
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Dec 19, 18
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FINAL
EXAM 2017
FINAL EXAM 2016
FINAL
EXAM 2015
FINAL
EXAM 2014
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Jun 14, 19
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EXAM |
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Instituto
de Investigación Tecnológica 
