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CICLING
2006
Springer
15 years 7 months ago
Improving kNN Text Categorization by Removing Outliers from Training Set
We show that excluding outliers from the training data significantly improves kNN classifier, which in this case performs about 10% better than the best know method--Centroid-based...
Kwangcheol Shin, Ajith Abraham, Sang-Yong Han
CLEIEJ
2000
101views more  CLEIEJ 2000»
15 years 3 months ago
Keeping the Software Documentation Up to Date in Small Companies
Software configuration management is one of the first requirements to achieve quality in the software process. However, these activities are very difficult to be introduced, mainl...
Renato Ferrari Pacheco, Rosely Sanches
120
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ACE
2004
200views Education» more  ACE 2004»
15 years 4 months ago
Static Analysis of Students' Java Programs
A recent industry survey (Townhidnejad and Hilburn, 2002) has reported that more than fifty percent of a software project's budget is spent on activities related to improving...
Nghi Truong, Paul Roe, Peter Bancroft
102
Voted
AIPS
2008
15 years 5 months ago
An Online Learning Method for Improving Over-Subscription Planning
Despite the recent resurgence of interest in learning methods for planning, most such efforts are still focused exclusively on classical planning problems. In this work, we invest...
Sung Wook Yoon, J. Benton, Subbarao Kambhampati
ICSE
2000
IEEE-ACM
15 years 7 months ago
Software economics: a roadmap
The fundamental goal of all good design and engineering is to create maximal value added for any given investment. There are many dimensions in which value can be assessed, from m...
Barry W. Boehm, Kevin J. Sullivan