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» Complexity of (iterated) dominance
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110
Voted
ICML
2006
IEEE
16 years 1 months ago
Statistical debugging: simultaneous identification of multiple bugs
We describe a statistical approach to software debugging in the presence of multiple bugs. Due to sparse sampling issues and complex interaction between program predicates, many g...
Alice X. Zheng, Michael I. Jordan, Ben Liblit, May...
72
Voted
ICML
2005
IEEE
16 years 1 months ago
Fast condensed nearest neighbor rule
We present a novel algorithm for computing a training set consistent subset for the nearest neighbor decision rule. The algorithm, called FCNN rule, has some desirable properties....
Fabrizio Angiulli
ICML
2005
IEEE
16 years 1 months ago
An efficient method for simplifying support vector machines
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
DucDung Nguyen, Tu Bao Ho
ICML
1996
IEEE
16 years 1 months ago
Discretizing Continuous Attributes While Learning Bayesian Networks
We introduce a method for learning Bayesian networks that handles the discretization of continuous variables as an integral part of the learning process. The main ingredient in th...
Moisés Goldszmidt, Nir Friedman
92
Voted
CHI
2006
ACM
16 years 1 months ago
Social visualization in software development
Most software development tools focus on supporting the primary technical work ? writing code, managing requirements, filing bugs, etc. Yet with large teams, managing the social a...
Jason B. Ellis, Catalina Danis, Christine Halverso...