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148
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KDD
2002
ACM
214views Data Mining» more  KDD 2002»
16 years 4 months ago
Privacy preserving association rule mining in vertically partitioned data
Privacy considerations often constrain data mining projects. This paper addresses the problem of association rule mining where transactions are distributed across sources. Each si...
Jaideep Vaidya, Chris Clifton
138
Voted
IV
2007
IEEE
184views Visualization» more  IV 2007»
15 years 10 months ago
Visual Data Mining of Web Navigational Data
Discovering web navigational trends and understanding data mining results is undeniably advantageous to web designers and web-based application builders. It is also desirable to i...
Jiyang Chen, Tong Zheng, William Thorne, Osmar R. ...
141
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IADIS
2008
15 years 5 months ago
Data Mining In Non-Stationary Multidimensional Time Series Using A Rule Similarity Measure
Time series analysis is a wide area of knowledge that studies processes in their evolution. The classical research in the area tends to find global laws underlying the behaviour o...
Nikolay V. Filipenkov
154
Voted
SIGMOD
2001
ACM
165views Database» more  SIGMOD 2001»
16 years 3 months ago
Mining System Audit Data: Opportunities and Challenges
Intrusion detection is an essential component of computer security mechanisms. It requires accurate and efficient analysis of a large amount of system and network audit data. It c...
Wenke Lee, Wei Fan
ADMA
2007
Springer
103views Data Mining» more  ADMA 2007»
15 years 10 months ago
Explorative Data Mining on Stock Data - Experimental Results and Findings
This paper presents our preliminary explorative data mining experiments on stock data. The experiments are performed using information gain evaluation, chi-square test and decision...
Lay-Ki Soon, Sang Ho Lee