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» On the Complexity of Error Explanation
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SIGGRAPH
1994
ACM
15 years 10 months ago
Textures and radiosity: controlling emission and reflection with texture maps
In this paper we discuss the efficient and accurate incorporation of texture maps into a hierarchical Galerkin radiosity algorithm. This extension of the standard algorithm allows...
Reid Gershbein, Peter Schröder, Pat Hanrahan
CHI
2007
ACM
15 years 10 months ago
Aligning development tools with the way programmers think about code changes
Software developers must modify their programs to keep up with changing requirements and designs. Often, a conceptually simple change can require numerous edits that are similar b...
Marat Boshernitsan, Susan L. Graham, Marti A. Hear...
ESEM
2007
ACM
15 years 10 months ago
An Empirical Study of the Effects of Gestalt Principles on Diagram Understandability
Comprehension errors in software design must be detected at their origin to avoid propagation into later portions of the software lifecycle and also the final system. This researc...
Krystle Lemon, Edward B. Allen, Jeffrey C. Carver,...
156
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IBPRIA
2007
Springer
15 years 10 months ago
Random Forest for Gene Expression Based Cancer Classification: Overlooked Issues
Random forest is a collection (ensemble) of decision trees. It is a popular ensemble technique in pattern recognition. In this article, we apply random forest for cancer classifica...
Oleg Okun, Helen Priisalu
ICANNGA
2007
Springer
100views Algorithms» more  ICANNGA 2007»
15 years 10 months ago
Softening Splits in Decision Trees Using Simulated Annealing
Predictions computed by a classification tree are usually constant on axis-parallel hyperrectangles corresponding to the leaves and have strict jumps on their boundaries. The densi...
Jakub Dvorák, Petr Savický