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KDD
2005
ACM
117views Data Mining» more  KDD 2005»
16 years 6 months ago
Rule extraction from linear support vector machines
We describe an algorithm for converting linear support vector machines and any other arbitrary hyperplane-based linear classifiers into a set of non-overlapping rules that, unlike...
Glenn Fung, Sathyakama Sandilya, R. Bharat Rao
KDD
2005
ACM
160views Data Mining» more  KDD 2005»
16 years 6 months ago
Optimizing time series discretization for knowledge discovery
Knowledge Discovery in time series usually requires symbolic time series. Many discretization methods that convert numeric time series to symbolic time series ignore the temporal ...
Alfred Ultsch, Fabian Mörchen
KDD
2002
ACM
118views Data Mining» more  KDD 2002»
16 years 6 months ago
SECRET: a scalable linear regression tree algorithm
Recently there has been an increasing interest in developing regression models for large datasets that are both accurate and easy to interpret. Regressors that have these properti...
Alin Dobra, Johannes Gehrke
POPL
2006
ACM
16 years 6 months ago
Adventures in time and space
Abstract. This paper investigates what is essentially a call-by-value version of PCF under a complexity-theoretically motivated type system. The programming formalism, ATR, has its...
Norman Danner, James S. Royer
POPL
2002
ACM
16 years 6 months ago
Predicate abstraction for software verification
e Abstraction for Software Verification Cormac Flanagan Shaz Qadeer Compaq Systems Research Center 130 Lytton Ave, Palo Alto, CA 94301 Software verification is an important and di...
Cormac Flanagan, Shaz Qadeer