P. Zhang

发表

Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach

Yan Huang, Shashi Shekhar, Vipin Kumar, 2003, PAKDD.

Spatial Cone Tree : An Auxiliary Search Structure for Correlation-based Similarity Queries on Spatial Time Series Data

Vipin Kumar, S. Shekhar, P. Zhang, 2003 .

Spatial Cone Tree : An Index Structure for Correlation-based Similarity Queries on Spatial Time Series Data

S. Shekhar, P. Zhang, Y. Huang, 2003 .

Trends in Spatial Data Mining

Ranga Raju Vatsavai, S. Shekhar, P. Zhang, 2022 .

Efficient Query Processing Techniques for Spatial Time Series Data †

P. Zhang, 2003 .

Preface to the Fourth ICDM International Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms

Lavanya Ramakrishnan, David E. Bernholdt, Latifur Khan, 2013, Industrial Conference on Data Mining.

Finding Sequential Patterns from a Massive Number of Spatio-Temporal Events

Yan Huang, Liqin Zhang, Pusheng Zhang, 2006, SDM.

Data mining for selective visualization of large spatial datasets

Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang, 2002, 14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings..

Spatial Data Mining

James M. Kang, Shashi Shekhar, Vijay Gandhi, 2005, Data Mining and Knowledge Discovery Handbook.

A Unified Approach to Detecting Spatial Outliers

Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang, 2003, GeoInformatica.

Detecting graph-based spatial outliers

Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang, 2002, Intell. Data Anal..

Detecting graph-based spatial outliers: algorithms and applications (a summary of results)

Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang, 2001, KDD '01.

Understanding Controls on Historical River Discharge in the World’s Largest Drainage Basins

Vipin Kumar, C. Potter, S. Klooster, 2004 .

Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries

Yan Huang, Shashi Shekhar, Vipin Kumar, 2003, SSTD.

On the Relationships between Clustering and Spatial Co-location Pattern Mining

Yan Huang, Chengyang Zhang, Pusheng Zhang, 2006, 2006 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06).

Mining Time-Profiled Associations: An Extended Abstract

Shashi Shekhar, Jin Soung Yoo, Pusheng Zhang, 2005, PAKDD.

A Framework for Mining Sequential Patterns from Spatio-Temporal Event Data Sets

Yan Huang, Liqin Zhang, Pusheng Zhang, 2008, IEEE Transactions on Knowledge and Data Engineering.