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» Early Assessment of Classification Performance
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125
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JECR
2000
167views more  JECR 2000»
15 years 1 months ago
Commercial Scenarios of Digital Agent Deployment: A Functional Classification
The evolution and commercialization of Web Information Systems (WIS) since 1991 has gradually shifted the focus from basic design issues to feedback analysis, visualization techni...
Arno Scharl, Christian Bauer, Marion Kaukal
90
Voted
NAACL
2010
14 years 11 months ago
Subword Variation in Text Message Classification
For millions of people in less resourced regions of the world, text messages (SMS) provide the only regular contact with their doctor. Classifying messages by medical labels suppo...
Robert Munro, Christopher D. Manning
TIP
2008
175views more  TIP 2008»
15 years 1 months ago
Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification
Previous research applying kernel methods such as support vector machines (SVMs) to hyperspectral image classification has achieved performance competitive with the best available ...
Baofeng Guo, Steve R. Gunn, Robert I. Damper, Jame...
TFS
2008
230views more  TFS 2008»
15 years 1 months ago
SGERD: A Steady-State Genetic Algorithm for Extracting Fuzzy Classification Rules From Data
Abstract--This paper considers the automatic design of fuzzyrule-based classification systems from labeled data. The performance of classifiers and the interpretability of generate...
Eghbal G. Mansoori, Mansoor J. Zolghadri, Seraj D....
115
Voted
RTAS
2005
IEEE
15 years 7 months ago
Applying Sensitivity Analysis in Real-Time Distributed Systems
During real-world design of embedded real-time systems, it cannot be expected that all performance data required for scheduling analysis is fully available up front. In such situa...
Razvan Racu, Marek Jersak, Rolf Ernst