CAD-Based Computer Vision: From CAD Models to Relational Graphs
IEEE Transactions on Pattern Analysis and Machine Intelligence
Software engineering (5th ed.)
Software engineering (5th ed.)
The sciences of the artificial (3rd ed.)
The sciences of the artificial (3rd ed.)
Model generation issues in a simulation support environment
WSC' 90 Proceedings of the 22nd conference on Winter simulation
Principles of data mining
Automatic generation of simulation models from neutral libraries: an example
Proceedings of the 32nd conference on Winter simulation
Database driven factory simulation: a proof-of-concept demonstrator
Proceedings of the 33nd conference on Winter simulation
Theory of Modeling and Simulation
Theory of Modeling and Simulation
A Microeconomic View of Data Mining
Data Mining and Knowledge Discovery
A theoretical framework for data mining: the "informational paradigm"
Computational Statistics & Data Analysis - Nonlinear methods and data mining
Representation of simulation model components for model generation and a model library
SS '96 Proceedings of the 29th Annual Simulation Symposium (SS '96)
Integrated System Design, Analysis and Database-Driven Simulation Model Generation
ANSS '04 Proceedings of the 37th annual symposium on Simulation
Toward simulation-based design
Finite Elements in Analysis and Design - Special issue: The fifteenth annual Robert J. Melosh competition
Practice: guidelines for designing simulation building blocks
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Composition for component-based modeling
Science of Computer Programming - Formal methods for components and objects pragmatic aspects and applications
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
Introduction to Data Mining, (First Edition)
Introduction to Data Mining, (First Edition)
Software Engineering
Introduction to Data Mining and its Applications (Studies in Computational Intelligence)
Introduction to Data Mining and its Applications (Studies in Computational Intelligence)
Organising insights into simulation practice
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Composing simulation models using interface definitions based on web service descriptions
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Design guidelines for simulation building blocks
Proceedings of the 40th Conference on Winter Simulation
Machine Learning and Data Mining: Introduction to Principles and Algorithms
Machine Learning and Data Mining: Introduction to Principles and Algorithms
A dynamic data-driven approach for rail transport system simulation
Winter Simulation Conference
Challenges for the automatic generation of simulation models for production systems
Proceedings of the 2010 Summer Computer Simulation Conference
A DEVS library for rail operations simulation
Proceedings of the 2011 Emerging M&S Applications in Industry and Academia Symposium
Libros-II: railway modeling with devs
Proceedings of the Winter Simulation Conference
Proceedings of the Winter Simulation Conference
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Model building is time-consuming and requires expertise in different areas. In this paper, we propose a data-driven approach for automatic model generation using pre-built and validated model components (or building blocks). We view this approach as an automated reuse of model components. Issues such as modularity and composability of model components are addressed. Models can be generated by automatically selecting, structuring and configuring the model components. The formulated rules can be structural and behavioral, by which a relational representation of the desired model composite structure is incrementally constructed. An example of generating a rail network model is given to demonstrate the steps.