NEW GENERATION OF DATA MINING APPLICATIONS

[1]  P. Young,et al.  Time series analysis, forecasting and control , 1972, IEEE Transactions on Automatic Control.

[2]  W. R. Buckland,et al.  Outliers in Statistical Data , 1979 .

[3]  Antonin Guttman,et al.  R-trees: a dynamic index structure for spatial searching , 1984, SIGMOD '84.

[4]  Editors , 1986, Brain Research Bulletin.

[5]  Anil K. Jain,et al.  Algorithms for Clustering Data , 1988 .

[6]  A. Madansky Identification of Outliers , 1988 .

[7]  Hanan Samet,et al.  The Design and Analysis of Spatial Data Structures , 1989 .

[8]  Christos Faloutsos,et al.  Efficient Similarity Search In Sequence Databases , 1993, FODO.

[9]  Noel A Cressie,et al.  Statistics for Spatial Data, Revised Edition. , 1994 .

[10]  Christos Faloutsos,et al.  Searching Multimedia Databases by Content , 1996, Advances in Database Systems.

[11]  Ramakrishnan Srikant,et al.  Fast algorithms for mining association rules , 1998, VLDB 1998.

[12]  David J. Hand,et al.  Data Mining: Statistics and More? , 1998 .

[13]  G. Taylor Impacts of the El Ni?o/Southern Oscillation on the Pacific Northwest , 1998 .

[14]  Padhraic Smyth,et al.  Trajectory clustering with mixtures of regression models , 1999, KDD '99.

[15]  Ada Wai-Chee Fu,et al.  Efficient time series matching by wavelets , 1999, Proceedings 15th International Conference on Data Engineering (Cat. No.99CB36337).

[16]  Shashi Shekhar,et al.  Spatial Databases - Accomplishments and Research Needs , 1999, IEEE Trans. Knowl. Data Eng..

[17]  C. Potter,et al.  Interannual Variability in Terrestrial Net Primary Production: Exploration of Trends and Controls on Regional to Global Scales , 1999, Ecosystems.

[18]  H. Storch,et al.  Statistical Analysis in Climate Research , 2000 .

[19]  Jeanne Behnke,et al.  NASA workshop on issues in the application of data mining to scientific data , 2000, SKDD.

[20]  David G. Stork,et al.  Pattern classification, 2nd Edition , 2000 .

[21]  Agnès Voisard,et al.  Spatial Databases: With Application to GIS , 2001 .

[22]  M. Steinbach,et al.  Finding Spatio-Temporal Patterns in Earth Science Data , 2001 .

[23]  M. Steinbach,et al.  Clustering Earth Science Data: Goals, Issues and Results , 2001 .

[24]  Sara J. Graves,et al.  Using Association Rules as Texture Features , 2001, IEEE Trans. Pattern Anal. Mach. Intell..

[25]  Pang-Ning Tan,et al.  Mining Scientific Data: Discovery of Patterns in the Global Climate System , 2001 .

[26]  Yan Huang,et al.  Discovering Spatial Co-location Patterns: A Summary of Results , 2001, SSTD.

[27]  Shashi Shekhar,et al.  Detecting graph-based spatial outliers: algorithms and applications (a summary of results) , 2001, KDD '01.

[28]  Robert L. Grossman,et al.  Data Mining for Scientific and Engineering Applications , 2001, Massive Computing.

[29]  Pang-Ning Tan,et al.  Temporal Data Mining for the Discovery and Analysis of Ocean Climate Indices , 2002 .

[30]  Joydeep Ghosh,et al.  Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis , 2002, Pattern Analysis & Applications.

[31]  Levent Ertoz,et al.  A New Shared Nearest Neighbor Clustering Algorithm and its Applications , 2002 .

[32]  M. Steinbach,et al.  Data Mining for the Discovery of Ocean Climate Indices , 2002 .

[33]  S. Shekhar,et al.  Global Teleconnections of Ocean Climate to Terrestrial Carbon Flux , 2002 .

[34]  Weili Wu,et al.  Spatial contextual classification and prediction models for mining geospatial data , 2002, IEEE Trans. Multim..

[35]  Shashi Shekhar,et al.  Spatial Databases: A Tour , 2003 .

[36]  Pang-Ning Tan,et al.  Continental-scale comparisons of terrestrial carbon sinks estimated from satellite data and ecosystem modeling 1982–1998 , 2003 .

[37]  Yan Huang,et al.  Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries , 2003, SSTD.

[38]  Vipin Kumar,et al.  Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data , 2003, SDM.

[39]  Vipin Kumar,et al.  Discovery of climate indices using clustering , 2003, KDD '03.

[40]  Vipin Kumar,et al.  Finding Topics in Collections of Documents: A Shared Nearest Neighbor Approach , 2003, Clustering and Information Retrieval.

[41]  Pang-Ning Tan,et al.  Variability in Terrestrial Carbon Sinks over Two Decades , 2003 .

[42]  S. Shekhar,et al.  Spatial Cone Tree : An Index Structure for Correlation-based Similarity Queries on Spatial Time Series Data , 2003 .

[43]  C. H. R I S T O P H E R P O T T E R,et al.  Major Disturbance Events in Terrestrial Ecosystems Detected Using Global Satellite Data Sets , 2003 .

[44]  Yan Huang,et al.  Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach , 2003, PAKDD.

[45]  Michael F. Worboys,et al.  GIS : a computing perspective , 2004 .

[46]  Vipin Kumar,et al.  Understanding Controls on Historical River Discharge in the World’s Largest Drainage Basins , 2004 .

[47]  C. H. R I S T O P H E R P O T T E R,et al.  Understanding global teleconnections of climate to regional model estimates of Amazon ecosystem carbon fluxes , 2004 .

[48]  Gregory Piatetsky-Shapiro,et al.  Advances in Knowledge Discovery and Data Mining , 2004, Lecture Notes in Computer Science.