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ALT
1998
Springer
15 years 11 months ago
Predictive Learning Models for Concept Drift
Concept drift means that the concept about which data is obtained may shift from time to time, each time after some minimum permanence. Except for this minimum permanence, the con...
John Case, Sanjay Jain, Susanne Kaufmann, Arun Sha...
VLDB
1998
ACM
95views Database» more  VLDB 1998»
15 years 11 months ago
RainForest - A Framework for Fast Decision Tree Construction of Large Datasets
Classification of large datasets is an important data mining problem. Many classification algorithms have been proposed in the literature, but studies have shown that so far no al...
Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Gan...
ICSE
1994
IEEE-ACM
15 years 10 months ago
SAAM: A Method for Analyzing the Properties of Software Architectures
While software architecture has become an increasingly important research topic in recent years, insufficient attention has been paid to methods for evaluation of these architectu...
Rick Kazman, Leonard J. Bass, Mike Webb, Gregory D...
AIRWEB
2007
Springer
15 years 10 months ago
Measuring Similarity to Detect Qualified Links
The early success of link-based ranking algorithms was predicated on the assumption that links imply merit of the target pages. However, today many links exist for purposes other ...
Xiaoguang Qi, Lan Nie, Brian D. Davison
AUSDM
2007
Springer
102views Data Mining» more  AUSDM 2007»
15 years 10 months ago
A Two-Step Classification Approach to Unsupervised Record Linkage
Linking or matching databases is becoming increasingly important in many data mining projects, as linked data can contain information that is not available otherwise, or that woul...
Peter Christen