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NHDC and PHDC: Non-propagating and propagating heat diffusion classifiers
(12th International Conference on Neural Information Processing, 2005)
Abstract - By imitating the way that heat flows in a medium with a geometric structure, we propose two novel classification algorithms, Non-propagating Heat Diffusion Classifier (NHDC) and Propagating Heat Diffusion ...
Program quality with pair programming in CS1
(2005)
In several regression applications, a different structural
relationship might be anticipated for the higher or lower
responses than the average responses. In such cases,
quantile regression analysis can uncover important ...
Predictive ranking: a novel page ranking approach by estimating the web structure
(2005)
PageRank (PR) is one of the most popular ways to rank web pages. However, as the Web continues to grow in volume, it is becoming more and more difficult to crawl all the available pages. As a result, the page ranks computed ...