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KDD
1998
ACM
95views Data Mining» more  KDD 1998»
11 years 8 months ago
Initialization of Iterative Refinement Clustering Algorithms
Usama M. Fayyad, Cory Reina, Paul S. Bradley
KDD
1998
ACM
105views Data Mining» more  KDD 1998»
11 years 9 months ago
PlanMine: Sequence Mining for Plan Failures
This paper presents the PLANMINE sequence mining algorithm to extract patterns of events that predict failures in databases of plan executions. New techniques were needed because ...
Mohammed Javeed Zaki, Neal Lesh, Mitsunori Ogihara
KDD
1998
ACM
165views Data Mining» more  KDD 1998»
11 years 9 months ago
Daily Prediction of Major Stock Indices from Textual WWW Data
We predict stock markets using information containedin articles published on the Web. Mostly textual articles appearingin the leading and the most influential financial newspapers...
Beat Wüthrich, D. Permunetilleke, S. Leung, V...
KDD
1998
ACM
212views Data Mining» more  KDD 1998»
11 years 9 months ago
Learning to Predict Rare Events in Event Sequences
Learning to predict rare events from sequences of events with categorical features is an important, real-world, problem that existing statistical and machine learning methods are ...
Gary M. Weiss, Haym Hirsh
KDD
1998
ACM
102views Data Mining» more  KDD 1998»
11 years 9 months ago
Discovering Technical Traders in the T-bond Futures Market
Andreas S. Weigend, Fei Chen, Stephen Figlewski, S...
KDD
1998
ACM
131views Data Mining» more  KDD 1998»
11 years 9 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
KDD
1998
ACM
129views Data Mining» more  KDD 1998»
11 years 9 months ago
Data Reduction Based on Hyper Relations
Data reduction makes datasets smaller but preserves classication structures of interest. It is an important area of research in data mining and databases. In this paper we present...
Hui Wang, Ivo Düntsch, David A. Bell
KDD
1998
ACM
183views Data Mining» more  KDD 1998»
11 years 9 months ago
Mining Generalized Association Rules and Sequential Patterns Using SQL Queries
Database integration of mining is becoming increasingly important with tile installation of larger and larger data warehouses built around relational database technology. Most of ...
Shiby Thomas, Sunita Sarawagi
KDD
1998
ACM
106views Data Mining» more  KDD 1998»
11 years 9 months ago
Simultaneous Reliability Evaluation of Generality and Accuracy for Rule Discovery in Databases
This paper presents an algorithm for discovering conjunction rules with high reliability from data sets. The discovery of conjunction rules, each of which is a restricted form of ...
Einoshin Suzuki
KDD
1998
ACM
129views Data Mining» more  KDD 1998»
11 years 9 months ago
Defining diff as a Data Mining Primitive
Ramesh Subramonian
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