Dissertation > Excellent graduate degree dissertation topics show

The Application Research on the DM Based Line Loss Automatically Generated System

Author: PanYu
Tutor: LiRui
School: Dalian Jiaotong University
Course: Applied Computer Technology
Keywords: data mining clustering algorithm outlier data mining line loss management
CLC: TP311.13
Type: Master's thesis
Year: 2008
Downloads: 29
Quote: 0
Read: Download Dissertation

Abstract


Data Mining is a very popular subject in recent years, it is a process that extract hidden, unknown, potential and value information or models from a large amount of data that is stored database or data warehouse. It is considered to be one of important leading in the database system. And clustering analysis is one of the very important technologies in the data mining, it is based on a simple idea that“similar things always like to gather together”. It is this kind of process which divides those physical or abstract objects into some categories or clusters that are composed of some similar objects. It makes the same cluster of objects have a high similarity and the different clusters of objects have larger difference, it can solve the numerical incomplete problems in data pre-processing stage. But the existence of isolate pots is not always meaningless. And it may be very useful, the outlier data mining is very popular in its’research.In this text, based on analyzing some kinds of outlier data mining ways , the author improves distance based outlier algorithm, and what’s more applies it on the line loss automatically generated system of the Dalian power supply company.The main tasks in this text:(1) Elaborating the related theories of Data Mining.(2) Make a description about the related ideas of the Clustering Algorithm.(3) Make a description about outlier data mining and some outlier DM algorithm.(4) Making related researches for line loss automatically generated system of the Dalian power supply company(included : background, identify issues)(5) Based on the actual situation of this system, improved distance based outlier algorithm and use it on the line loss automatically generated system of the Dalian power supply company, and realizing the goals of reducing losses and fight back the act of stealing electricity.

Related Dissertations

  1. A Study on Healthcare Product Marketing Based on Data Mining Technology,F426.72
  2. Gao Zhong-ying academic thought and experience and use of Bufei Decoction treatment of common diseases of the respiratory system drug law,R249.2
  3. Bing- thick academic thought and clinical experience and empirical studies apply to turtle soups treatment of chronic kidney disease,R249.2
  4. The Design and Implementation of Bicluster Data Analyzing Software,TP311.52
  5. The Application of Ant Colony Algorithm in Meteorological Satellite Cloud Pictures Segmentation,TP391.41
  6. Research on Clustering Algorithm Based on Mutation Particle Swarm Optimization,TP18
  7. Research on K-means Optimization Clustering Algorithm,TP311.13
  8. Research on Fuzzy C-Mean Clustering Algorithm Based on Particle Swarm Optimization and Shuffled Frog Leaping Algorithm,TP18
  9. Research on Clustering Algorithm Based on Genetic Algorithm and Rough Set Theory,TP18
  10. The Research on Routing Protocol of Agricultural Environmental Monitoring System Based on Wir Eless Sensor Networks,TN915.04
  11. Based on data mining research tax audit case selection,F812.42
  12. Community-oriented education, personalized learning system and its implementation,TP391.6
  13. Association rule mining based Intrusion Detection System Research and Implementation,TP393.08
  14. Data warehouse technology in the banking customer management systems research and implementation,TP315
  15. SAR interferometric method for optimal selection,P225.2
  16. Investments Projects Evaluation Supporting System Based on Optimizing Model of Industrial Parameters,F283
  17. The Research and Application of Data Mart in the Telecommunication Business Analysis,TP311.13
  18. Traffic Classification Using Stream Data Mining Algorithm,TP393.06
  19. Design to E-learning System in Senior Vocational School Base on Moodle,TP311.52
  20. Design and Development of Teaching Quality Assessment System Based on Data Mining,TP311.13
  21. The Application of Association Rules Algorithm in Higher Vocational Colleges’ Endorsement of Impoverished Students,G717

CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Programming > Database theory and systems
© 2012 www.DissertationTopic.Net  Mobile