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Department of
Statistics and Operations Research
Rey Juan Carlos University, Madrid
Smarter Decisions for a Better World
November 10, 2010
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
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
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
Our fields
Finance
Energy and
Water
Resources
Air
Transporta
tion
Supply Chain
management
Public
Administra
tion
ICT Health
Optimization
Inference
Data mining
Simulation
Decision and Risk Analysis
10 de noviembre de 2010 Smarter Decisions for a Better World
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
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
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
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
Decision and Risk Analysis
10 de noviembre de 2010Smarter Decisions for a Better World
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
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
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
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
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
Health
 Efficient algorithms for medical image reconstruction
 Medical Decision Support Systems
10 de noviembre de 2010Smarter Decisions for a Better World
Supply chain management
10 de noviembre de 2010Smarter Decisions for a Better World
Decision Support Systems developed for:
10 de noviembre de 2010Smarter Decisions for a Better World
Our scientific partners
10 de noviembre de 2010Smarter Decisions for a Better World
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
Our non-academic partners
10 de noviembre de 2010Smarter Decisions for a Better World
Current projects
10 de noviembre de 2010Smarter Decisions for a Better World
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
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
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
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
Postgrad partners
10 de noviembre de 2010Smarter Decisions for a Better World
PhDs
 20+ PhD students
10 de noviembre de 2010Smarter Decisions for a Better World
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

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Orstats

  • 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
  • 5. Our fields Finance Energy and Water Resources Air Transporta tion Supply Chain management Public Administra tion ICT Health Optimization Inference Data mining Simulation Decision and Risk Analysis 10 de noviembre de 2010 Smarter 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
  • 17. Supply chain management 10 de noviembre de 2010Smarter Decisions for a Better World
  • 18. Decision Support Systems developed for: 10 de noviembre de 2010Smarter Decisions for a Better World
  • 19. Our scientific partners 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
  • 21. Our non-academic partners 10 de noviembre de 2010Smarter Decisions for a Better World
  • 22. Current projects 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
  • 27. Postgrad partners 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