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NIPS
2007
14 years 11 months ago
A General Boosting Method and its Application to Learning Ranking Functions for Web Search
We present a general boosting method extending functional gradient boosting to optimize complex loss functions that are encountered in many machine learning problems. Our approach...
Zhaohui Zheng, Hongyuan Zha, Tong Zhang, Olivier C...
79
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WWW
2008
ACM
15 years 10 months ago
Learning to classify short and sparse text & web with hidden topics from large-scale data collections
This paper presents a general framework for building classifiers that deal with short and sparse text & Web segments by making the most of hidden topics discovered from larges...
Xuan Hieu Phan, Minh Le Nguyen, Susumu Horiguchi
WWW
2004
ACM
15 years 10 months ago
Structuring and presenting annotated media repositories
We generate hypermedia presentations from annotated media repositories using simple document structure as an intermediate phase. This poster applies Web style technologies to this...
Lloyd Rutledge, Jacco van Ossenbruggen, Lynda Hard...
ESWS
2010
Springer
15 years 2 months ago
LESS - Template-Based Syndication and Presentation of Linked Data
Recently, the publishing of structured, semantic information as linked data has gained quite some momentum. For ordinary users on the Internet, however, this information is not yet...
Sören Auer, Raphael Doehring, Sebastian Dietz...
ICWL
2004
Springer
15 years 3 months ago
Automatically Generating an e-Textbook on the Web
Nowadays, people tend to learn from the Web because it is convenient, and rich of free information. The main means of learning on the Web is by submitting a query to a search engi...
Jing Chen, Qing Li, Liping Wang, Weijia Jia