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AI
2010
Springer
15 years 6 months ago
Improving Multiclass Text Classification with Error-Correcting Output Coding and Sub-class Partitions
Error-Correcting Output Coding (ECOC) is a general framework for multiclass text classification with a set of binary classifiers. It can not only help a binary classifier solve mul...
Baoli Li, Carl Vogel
AAAI
2010
15 years 6 months ago
Decision-Theoretic Control of Crowd-Sourced Workflows
Crowd-sourcing is a recent framework in which human intelligence tasks are outsourced to a crowd of unknown people ("workers") as an open call (e.g., on Amazon's Me...
Peng Dai, Mausam, Daniel S. Weld
VAMOS
2010
Springer
15 years 6 months ago
Semistructured Merge in Revision Control Systems
Revision control systems are a major means to manage versions and variants of today's software systems. An ongoing problem in these systems is how to resolve conflicts when me...
Sven Apel, Jörg Liebig, Christian Lengauer, C...
SDM
2008
SIAM
97views Data Mining» more  SDM 2008»
15 years 6 months ago
Efficient Distribution Mining and Classification
We define and solve the problem of "distribution classification", and, in general, "distribution mining". Given n distributions (i.e., clouds) of multi-dimensi...
Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos ...
MVA
2007
132views Computer Vision» more  MVA 2007»
15 years 6 months ago
A Robust Coarse-to-Fine Method for Pupil Localization in Non-ideal Eye Images
Pupil localization is a very important preprocessing step in many machine vision applications. Accurate and robust pupil localization especially in non-ideal eye images (such as i...
Xiaoyan Yuan, Pengfei Shi