Research on Outlier Mining Algorithm Oriented to Traffic Information

Wen Ge Xie; Hai Hong Wang; Xin Cai Gu; Yan Feng Guo

doi:10.4028/www.scientific.net/AMR.299-300.1312

Paper Titles

Design and Controlling Study on Electro-Hydraulic Mix-Drive Cooling System in Vehicle
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Research and Implementation of Batteries Charging Management System for Electric Vehicle
p.1299

Jackknife Control on Tractor Semi-Trailer during Emergency Braking
p.1303

Engine Fault Diagnosis Based on PSO-BP Network
p.1307

Research on Outlier Mining Algorithm Oriented to Traffic Information
p.1312

Study on Assessment Method and Statistical Distribution of Cylinder Error
p.1316

Component of Cu/n-SiO₂ Composite Particles by Mechanical Milling
p.1320

Research on Synchronous Testing Technique of the Shock Absorber Performance in Automotive Coaxial Suspension
p.1324

Elemental Identification of Materials Using Optical Emission Spectra during Electric Discharge Machining
p.1330

HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 299-300Research on Outlier Mining Algorithm Oriented to...

Research on Outlier Mining Algorithm Oriented to Traffic Information

Abstract:

This paper designs a new outlier mining algorithm based on distance through introducing the "key attribute", which reduces the amount of data mining and increases the efficiency of outlier mining, simultaneously, improves the common distance measure and calculates with the improved Modifing Weighted Manhattan Distance(MWMD), the improved mining algorithm cancels the requirements of the parameter setting in the case of without affecting the mining results and gives the isolation degree of outliers.