2513 search results - page 34 / 503 » Improving Generalization by Data Categorization |
IWPC
2009
IEEE
15 years 6 months ago
2009
IEEE
An empirical study is presented that investigates how stereotype based layouts impact the comprehension of UML class diagrams. This work continues a previous study using eye-track...
103
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IDA
2002
Springer
14 years 11 months ago
2002
Springer
This paper introduces a strategy for training ensemble classifiers by analysing boosting within margin theory. We present a bound on the generalisation error of ensembled classifi...
110
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AWCC
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. This paper proposes Particle Swarm Optimization (PSO) algorithm to discover classification rules. The potential IF-THEN rules are encoded into real-valued particles that...
ISI
2005
Springer
15 years 5 months ago
2005
Springer
Intelligence analysts are flooded with massive amounts of data from a multitude of sources and in many formats. From this raw data they attempt to gain insight that will provide de...
107
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PAKDD
2005
ACM
15 years 5 months ago
2005
ACM
The usefulness of the results produced by data mining methods can be critically impaired by several factors such as (1) low quality of data, including errors due to contamination, ...