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95
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COLT
2001
Springer
15 years 5 months ago
Ultraconservative Online Algorithms for Multiclass Problems
In this paper we study a paradigm to generalize online classification algorithms for binary classification problems to multiclass problems. The particular hypotheses we investig...
Koby Crammer, Yoram Singer
ICSE
2001
IEEE-ACM
15 years 5 months ago
The Coming-of-Age of Software Architecture Research
Over the past decade, software architecture research has emerged as the principled study of the overall structure of software systems, especially the relations among subsystems an...
Mary M. Shaw
ICSM
1999
IEEE
15 years 5 months ago
A Two-Phase Process for Software Architecture Improvement
Software architecture is important for large systems in which it is the main means for, among other things, controlling complexity. Current ideas on software architectures were no...
René L. Krikhaar, André Postma, M. P...
VLDB
1998
ACM
192views Database» more  VLDB 1998»
15 years 4 months ago
Algorithms for Mining Distance-Based Outliers in Large Datasets
This paper deals with finding outliers (exceptions) in large, multidimensional datasets. The identification of outliers can lead to the discovery of truly unexpected knowledge in ...
Edwin M. Knorr, Raymond T. Ng
99
Voted
SIGMOD
1997
ACM
85views Database» more  SIGMOD 1997»
15 years 4 months ago
Supporting Multiple View Maintenance Policies
Materialized views and view maintenance are becoming increasingly important in practice. In order to satisfy different data currency and performance requirements, a number of view...
Latha S. Colby, Akira Kawaguchi, Daniel F. Lieuwen...