1.
On the merits of building categorization systems by supervised ...
File Format: PDF/Adobe Acrobat - View as HTML would like the categorization system to address, but with a precise mathematical denition of ..... categorization systems by using supervised clustering. ...
2.
PRIVACY-PRESERVING DATA MINING: MODELS AND ALGORITHMS
File Format: PDF/Adobe Acrobat - View as HTML A Survey of Quantification of Privacy Preserving Data Mining Algorithms. 181. Elisa Bertino and Dan Lin and Wei Jiang. 1. Metrics for Quantifying Privacy ...
3.
Charu Aggarwal
Charu Aggarwal is a Research Staff member at the IBM T. J. Watson Research Center in Yorktown Heights, New York. He completed his B.S. from IIT Kanpur in ...
4.
DATA STREAMS: MODELS AND ALGORITHMS
File Format: PDF/Adobe Acrobat - View as HTML DATA STREAMS: MODELS AND ALGORITHMS. References. 202. 10. A Survey of Join Processing in. Data Streams. 209. Junyi Xie and Jun Yang. 1. Introduction ...
5.
Outlier Detection for High Dimensional Data
File Format: PDF/Adobe Acrobat - View as HTML ceptible to the curse of high dimensionality. For example, .... for eective high dimensional outlier detection algorithms. In order to work eectively, ...
6.
Charu Aggarwal's Selected Publications
A Framework for Clustering Massive Text and Categorical Data Streams. Proceedings of the ACM SIAM Conference on Data Mining, 2006 (Text and Categorical ...
7.
PRIVACY-PRESERVING DATA MINING: MODELS AND ALGORITHMS
File Format: PDF/Adobe Acrobat - View as HTML A Survey of Quantification of Privacy Preserving Data Mining Algorithms. 181. Elisa Bertino and Dan Lin and Wei Jiang. 1. Metrics for Quantifying Privacy ...
8.
On Biased Reservoir Sampling in the Presence of Stream Evolution
File Format: PDF/Adobe Acrobat - View as HTML A reservoir or dynamic sample is maintained by probabilistic ... Property: The reservoir sampling method maintains an un- biased sample of the history of ...
9.
Towards Systematic Design of Distance Functions for Data Mining ...
File Format: PDF/Adobe Acrobat - View as HTML larly used functions such as the Euclidean metric. 1. INTRODUCTION. Distance function design remains at the core of many im- portant data mining ...
10.
Charu Aggarwal
Charu Aggarwal is a Research Staff member at the IBM T. J. Watson Research Center in Yorktown Heights, New York. He completed his B.S. from IIT Kanpur in ...