Data Mining on Weather Data

 

People

Shashi Shekhar (Prof., Dept. of Computer Science & Engineering, Univ. of Minnesota, AHPCRC)

Baris Kazar (Ph.D. Candidate, Dept of Computer Science & Engineering, Univ. of Minnesota)

Pusheng Zhang (Ph.D. Candidate, Dept of Computer Science & Engineering, Univ. of Minnesota)

Alina Rimbu (M. S. Student, Dept of Computer Science & Engineering, Univ. of Minnesota)

Publications:

Map Cube: A Visualization Tool for Spatial Data Warehouses, as Chapter of Geographic Data Mining and Knowledge Discovery. Harvey J. Miller and Jiawei Han (eds.), Taylor and Francis, 2001, ISBN 0-415-23369-0, S. Shekhar, C.T. Lu, X. Tan, S. Chawla,

CubeView: A System for Traffic Data Visualization, Proceedings of the Fifth IEEE International Conference on Intelligent Transportation Systems, 2002, S. Shekhar, C.T. Lu, R. Liu, and C. Zhou

Data Mining for Selective Visualization of Large Spatial Datasets, in the Proceedings of 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI '02), Nov. 2002, S. Shekhar, C.T. Lu, P. Zhang, and R. Liu

Spatial Databases: A Tour , Prentice Hall, 2003, ISBN 013-017480-7, Shashi Shekhar and Sanjay Chawla

High Performance Spatial Visualization of Traffic Data,CTS Report, Feb. 2002, S. Shekhar, C.T. Lu, and R. Liu

Graph-based Outlier Detection : Algorithms and Applications (A Summary of Results), in the Proceedings of the Seventh ACM SIGKDD Int'l Conference on Knowledge Discovery and Data Mining (KDD 2001), Aug. 2001, S. Shekhar, C.T. Lu, and P. Zhang

Data Mining and Visualization of Twin-Cities Traffic Data, Dept. of Computer Science Technical Report TR 01-015, U. of Minnesota, 2001, S. Shekhar, C.T. Lu, S. Chawla, and P. Zhang

Presentations:

An Introduction to MapCube and Data Cube by S. Shekhar in AHPCRC, Apr. 2003

An Introduction to Meteorology by J. Raby and Data Fusion by Ms. B. Broome at AHPCRC, Apr. 2003

Software Demo:

Dimension Lattice for Weather Data

MapCube Online Demo using Traffic, NASA and Weather Datasets as part of the Tech Transfer for AHPCRC.

Related Links

Projects in Spatial Database Group at UMN

Map Cube Homepage

 

Go Back to Spatial Databases Group Webpage

Comments on this site should be sent to Pusheng Zhang.