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KDD
2000
ACM
77views Data Mining» more  KDD 2000»
15 years 8 months ago
Small is beautiful: discovering the minimal set of unexpected patterns
A drawback of most traditional data mining methods is that they do not leverage prior knowledge of users. In many business settings, managers and analysts have significant intuiti...
Balaji Padmanabhan, Alexander Tuzhilin
ICDM
2003
IEEE
98views Data Mining» more  ICDM 2003»
15 years 10 months ago
On the Privacy Preserving Properties of Random Data Perturbation Techniques
Privacy is becoming an increasingly important issue in many data mining applications. This has triggered the development of many privacy-preserving data mining techniques. A large...
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamo...
CASDMKM
2004
Springer
147views Data Mining» more  CASDMKM 2004»
15 years 10 months ago
Data Set Balancing
This paper conducts experiments with three skewed data sets, seeking to demonstrate problems when skewed data is used, and identifying counter problems when data is balanced. The b...
David L. Olson
EDBT
2006
ACM
150views Database» more  EDBT 2006»
16 years 4 months ago
On Futuristic Query Processing in Data Streams
Recent advances in hardware technology have resulted in the ability to collect and process large amounts of data. In many cases, the collection of the data is a continuous process ...
Charu C. Aggarwal
AUSDM
2006
Springer
160views Data Mining» more  AUSDM 2006»
15 years 8 months ago
Extraction of Flat and Nested Data Records from Web Pages
This paper deals with studies the problem of identification and extraction of flat and nested data records from a given web page. With the explosive growth of information sources ...
Siddu P. Algur, P. S. Hiremath