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ICCV
2005
IEEE
14 years 3 months ago
On the Spatial Statistics of Optical Flow
We develop a method for learning the spatial statistics of optical flow fields from a novel training database. Training flow fields are constructed using range images of natur...
Stefan Roth, Michael J. Black
ICDM
2005
IEEE
118views Data Mining» more  ICDM 2005»
14 years 3 months ago
A Heterogeneous Field Matching Method for Record Linkage
Record linkage is the process of determining that two records refer to the same entity. A key subprocess is evaluating how well the individual fields, or attributes, of the recor...
Steven Minton, Claude Nanjo, Craig A. Knoblock, Ma...
PAKDD
2005
ACM
102views Data Mining» more  PAKDD 2005»
14 years 3 months ago
Automatic Occupation Coding with Combination of Machine Learning and Hand-Crafted Rules
Abstract. We apply a machine learning method to the occupation coding, which is a task to categorize the answers to open-ended questions regarding the respondent’s occupation. Sp...
Kazuko Takahashi, Hiroya Takamura, Manabu Okumura
WCRE
2003
IEEE
14 years 3 months ago
Problems Creating Task-relevant Clone Detection Reference Data
One prevalent method for evaluating the results of automated software analysis tools is to compare the tools’ output to the judgment of human experts. This evaluation strategy i...
Andrew Walenstein, Nitin Jyoti, Junwei Li, Yun Yan...
ICSM
2002
IEEE
14 years 2 months ago
An Approach to Classify Software Maintenance Requests
When a software system critical for an organization exhibits a problem during its operation, it is relevant to fix it in a short period of time, to avoid serious economical losse...
Giuseppe A. Di Lucca, Massimiliano Di Penta, Sara ...