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KDD
2005
ACM
117views Data Mining» more  KDD 2005»
16 years 2 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
MCS
2004
Springer
15 years 7 months ago
An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems
The ECOC framework provides a powerful and popular method for solving multiclass problems using a multitude of binary classifiers. We had recently introduced the Binary Hierarchica...
Suju Rajan, Joydeep Ghosh
GLOBECOM
2009
IEEE
14 years 11 months ago
Impact of Asymmetric Routing on Statistical Traffic Classification
Statistical traffic classification techniques are often developed under the assumption that monitoring devices can observe the two half-flows composing each traffic session. Howeve...
Manuel Crotti, Francesco Gringoli, Luca Salgarelli
101
Voted
TOOLS
2000
IEEE
15 years 6 months ago
A Case Study of Framework Design for Horizontal Reuse
In this experience report we present a case study in designing, implementing, and reusing an object-oriented framework for constructing and editing complex search expressions over...
Henrik Bærbak Christensen, Hebrick Rø...
KDD
2006
ACM
174views Data Mining» more  KDD 2006»
16 years 2 months ago
Onboard classifiers for science event detection on a remote sensing spacecraft
Typically, data collected by a spacecraft is downlinked to Earth and pre-processed before any analysis is performed. We have developed classifiers that can be used onboard a space...
Ashley Davies, Benjamin Cichy, Dominic Mazzoni, Ng...