The Department of Statistics and Operations Research at Rey Juan Carlos University in Madrid outlines its mission to improve analytics methods and apply them to solve grand challenges problems while excelling in teaching at both undergraduate and postgraduate levels with an emphasis on ICT learning. It has 20 professors and associates professors, 20 PhDs, 6 teaching assistants, 12 PhD students and 110 master's students conducting research in optimization, inference, data mining, simulation, and decision analysis across various application domains including finance, energy, transportation, supply chain management and more.
1. Department of
Statistics and Operations Research
Rey Juan Carlos University, Madrid
Smarter Decisions for a Better World
November 10, 2010
2. Our mission
To improve analytics methods for a globalised and highly competitive world
To apply them in relevant grand-challenge problems
To teach them excellently both at undergrad and postgraduate levels,
emphasising ICT based learning
To contribute to third world development through science and education
10 de noviembre de 2010Smarter Decisions for a Better World
3. Who are we?
2 Professors
6 Associate Professors
9 Tenured Assistant Professors
3 Untenured Assistant Professors. 20 PhDs
6 Teaching Assistants
12 PhD students
110 Master students
10 de noviembre de 2010Smarter Decisions for a Better World
4. Research&Development strengths
Methodological research grounded in complex challenging problems
From decision sciences to decision technologies
From basic data to novel solution concepts
From novel solution concepts to efficient algorithms
From algorithms to advanced software
10 de noviembre de 2010Smarter Decisions for a Better World
6. Optimization
Stochastic Programming (Optimization under uncertainty)
Nonlinear Programming
Integer Programming
Linear Programming
Network programming
A mixture of these main disciplines (SIP, MINLP)
10 de noviembre de 2010Smarter Decisions for a Better World
7. Inference
Forecasting for time series models
Complex reliability models
Image processing
Complex mixture modelling
Time-space models for rainfall prediction
Bayesian prediction for queues
Bayesian analysis of stochastic processes
10 de noviembre de 2010Smarter Decisions for a Better World
8. Data Mining
Support Vector Machines
Bayesian Analysis of Neural Network Models
Kernel Methods in Complex Classification Problems
Task segmentation for robot programming
10 de noviembre de 2010Smarter Decisions for a Better World
9. Simulation
Bayesian Discrete Event simulation
Reduced order models for efficient complex computation
MCMC algorithms for Bayesian inference
Discrete Event Simulation for workflow lines
10 de noviembre de 2010Smarter Decisions for a Better World
10. Decision and Risk Analysis
10 de noviembre de 2010Smarter Decisions for a Better World
11. Finance
Strategic adquisitions and investment planning
Cash Management
Portfolio selection on fixed rate assets
Portfolio selection on variable rate assets
Debt securitization management
Assets and Liability management
Branch offices allocation / distribution
10 de noviembre de 2010Smarter Decisions for a Better World
12. Public Administration and Policy
Participatory budgeting systems
Resource allocation models for counterterrorism
E-participation systems
Public budget resource allocation
10 de noviembre de 2010Smarter Decisions for a Better World
13. Energy and Water Resources
DSS for energy-efficient building operators
Fair water distribution schemes
Optimal management of watersheds
National energy plan for Angola
Technology selection for wastewater treatment
DSS for electric generation (thermal, nuclear,hydro, wind, solar) planning
and network distribution in competitive markets
DSS for petrochemical production planning and distribution
DSS for Oil & Gas network capacity expanding and workload distribution
10 de noviembre de 2010Smarter Decisions for a Better World
14. ICT
Reliability prediction for HW/SW systems
Adversarial Risk Analysis for ICT systems
Security in e-voting systems
Task segmentation for robot programming
Trajectory planning for robots
Affective decision making and computing for social emotional robots: Aisoy 1
E-participation
10 de noviembre de 2010Smarter Decisions for a Better World
15. Air Transportation
ATFM (Air Traffic Flow Management)
CDR (Conflict Detection & Resolution)
Collaborative Decision Making for slot allocation after an incident
Risk assessment of unintended slide deployment
Optimal fueling decisions for holding
Revenue Management
Aircraft assignment and maintenance planning
10 de noviembre de 2010Smarter Decisions for a Better World
16. Health
Efficient algorithms for medical image reconstruction
Medical Decision Support Systems
10 de noviembre de 2010Smarter Decisions for a Better World
20. Our partners. Developing World
Universite Tizi-Ouzou, Argelia
Universidade Agostinho Neto, Angola
Universidade 11 Novembre, Angola
Universidad Técnica de Ambato, Ecuador
Universidad Autónoma del Estado de Hidalgo, México
10 de noviembre de 2010Smarter Decisions for a Better World
23. Facts
Only Spanish president of EURO (Association of European Operational Research
Societies)
1st ESF project to be led by a Spanish
Next SEIO meeting to be organised by DEIO (Madrid 2012)
Only excellence network in the field (out of 50 in Sciences&Engineering) within
Madrid: Riesgos-CM
Only Royal Academy member in the field
Papers published in leading journals: PAMI, Machine Learning, Management
Science, Math Programming, JASA, EJOR, Annals of Stats, C&OR, Annals of OR,
OMEGA, JOGO, Statistical Science, Technometrics, Decision Analysis,…
10 de noviembre de 2010Smarter Decisions for a Better World
24. Teaching strengths
Project/Case based teaching
Emphasis on ICT based learning
Own six sigma based methodology for quality improvement
10 de noviembre de 2010Smarter Decisions for a Better World
25. Undergrad
Analytics courses for Engineering, Journalism and Political Science
undegrads
1500 students served per year
40 final year projects per year
10 de noviembre de 2010Smarter Decisions for a Better World
26. Postgrad
Master in Decision Systems Engineering
Reference Master in OR for MoD
Quality label from MoED
Supported by AECID
100 students
Supported by LLP VRTUOSI program
Online
10 de noviembre de 2010Smarter Decisions for a Better World
28. PhDs
20+ PhD students
10 de noviembre de 2010Smarter Decisions for a Better World
29. Possible Cooperation
European FP7 / FP8 projects
National Goverment projects
Large Spanish projects (CENIT, AVANZA Tractor)
In-house training in advanced analytics:
Master
Special topic courses
Support in advanced analytics consulting projects
Stages for Master students
10 de noviembre de 2010Smarter Decisions for a Better World