Cyclical schedules for capacitated lot sizing with dynamic demands
Management Science
Data preparation for data mining
Data preparation for data mining
Principles of data mining
Self-Organizing Maps
Data Mining: Introductory and Advanced Topics
Data Mining: Introductory and Advanced Topics
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
Introduction to Data Mining, (First Edition)
Introduction to Data Mining, (First Edition)
Integrating Analytical and Simulation Techniques in Multi-Echelon Cyclic Planning
AMS '07 Proceedings of the First Asia International Conference on Modelling & Simulation
Managing product life cycle with multiagent data mining system
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
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Management of the product life cycle and of the corresponding supply network largely depends on information in which specific phase of the life cycle one or another product currently is and when the phase will be changed. Finding a phase of the product life cycle can be interpreted as forecasting transition points between phases of life cycle of these products. This paper provides a formulation of the above mentioned task of forecasting the transition points and presents the structured data mining system for solving that task. The developed system is based on the analysis of historical demand for products and on information about transitions between phases in life cycles of those products. The experimental results with real data display information about the potential of the created system.