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AAAI
2012
13 years 2 months ago
Transfer Learning with Graph Co-Regularization
Transfer learning proves to be effective for leveraging labeled data in the source domain to build an accurate classifier in the target domain. The basic assumption behind transf...
Mingsheng Long, Jianmin Wang 0001, Guiguang Ding, ...
ICSE
2012
IEEE-ACM
13 years 2 months ago
What make long term contributors: Willingness and opportunity in OSS community
—To survive and succeed, software projects need to attract and retain contributors. We model the individual’s chances to become a valuable contributor through her capacity, wil...
Minghui Zhou, Audris Mockus
EUROSYS
2008
ACM
15 years 9 months ago
Towards cinematic internet video-on-demand
Video-on-demand (VoD) is increasingly popular with Internet users. It gives users greater choice and more control than live streaming or file downloading. Systems such as MSN Vid...
Bin Cheng, Lex Stein, Hai Jin, Zheng Zhang
ICSE
2008
IEEE-ACM
16 years 20 days ago
An approach to detecting duplicate bug reports using natural language and execution information
An open source project typically maintains an open bug repository so that bug reports from all over the world can be gathered. When a new bug report is submitted to the repository...
Xiaoyin Wang, Lu Zhang, Tao Xie, John Anvik, Jiasu...
WWW
2005
ACM
16 years 16 days ago
Algorithmic detection of semantic similarity
Automatic extraction of semantic information from text and links in Web pages is key to improving the quality of search results. However, the assessment of automatic semantic meas...
Ana Gabriela Maguitman, Filippo Menczer, Heather R...