1. Decision Making Support course
Introduction
Introduction
Computerized Decision Support
DSS architecture
BI and DSS
DSS life cycle
Decision making
Decision making
Phases of the decision process
The intelligence phase
The design phase
The choice phase
Implementation phase
How decisions are supported
DSS architecture
DSS Characteristics and Capabilities
DSS architecture
Data Management Subsystem
The Model Management Subsystem
The Dialog (User Interface) Subsystem
Other components
Data Management Subsystem
The database
Why do I need a data warehouse?
Data warehouse architecture
Exploring a data warehouse
Data warehouse implementation
ETL systems
Data preparation
Real-time data warehousing
The Model Management Subsystem
About models
About models
Mathematical programming
Regression
Influence diagram
Decision Tree
Introduction to Artificial Intelligence
Introduction to Artificial Intelligence
Search problems
Fuzzy logic
Neural Networks
Genetic algorithms
2. Bioinspired Computation
The Model Management Subsystem
Expert systems
Introduction
Expert systems architecture
Inference engines strategies
Data Mining
Data Mining Overview
Building a decision tree
Rule systems
Association rules
Clustering
Bayesian networks
The Model Management Subsystem
Other topics related to the model subsystem
Sensitivity analysis
Model evaluation
Guidelines for method selection
Model management
The dialog subsystem
Functions of the dialog subsystem
Usability
Some design guidelines
Interaction Modalities
Typical user complaints
Intelligent user interface
Future trends
