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...
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...
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...
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...
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...