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» Benchmarking Data Mining Algorithms
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132
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KDD
2004
ACM
142views Data Mining» more  KDD 2004»
16 years 3 months ago
Meta-classification of Multi-type Cancer Gene Expression Data
Massive publicly available gene expression data consisting of different experimental conditions and microarray platforms introduce new challenges in data mining when integrating m...
Benny Y. M. Fung, Vincent T. Y. Ng
128
Voted
COLING
2000
15 years 4 months ago
Mining Tables from Large Scale HTML Texts
Table is a very common presentation scheme, but few papers touch on table extraction in text data mining. This paper focuses on mining tables from large-scale HTML texts. Table fi...
Hsin-Hsi Chen, Shih-Chung Tsai, Jin-He Tsai
133
Voted
AUSDM
2007
Springer
164views Data Mining» more  AUSDM 2007»
15 years 9 months ago
SemGrAM - Integrating Semantic Graphs into Association Rule Mining
To date, most association rule mining algorithms have assumed that the domains of items are either discrete or, in a limited number of cases, hierarchical, categorical or linear. ...
John F. Roddick, Peter Fule
156
Voted
SAC
2011
ACM
14 years 6 months ago
RuleGrowth: mining sequential rules common to several sequences by pattern-growth
Mining sequential rules from large databases is an important topic in data mining fields with wide applications. Most of the relevant studies focused on finding sequential rules a...
Philippe Fournier-Viger, Roger Nkambou, Vincent Sh...
KDD
1998
ACM
131views Data Mining» more  KDD 1998»
15 years 7 months ago
Interestingness-Based Interval Merger for Numeric Association Rules
We present an algorithm for mining association rules from relational tables containing numeric and categorical attributes. The approach is to merge adjacent intervals of numeric v...
Ke Wang, Soon Hock William Tay, Bing Liu