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ICML
2009
IEEE
16 years 6 months ago
Learning kernels from indefinite similarities
Similarity measures in many real applications generate indefinite similarity matrices. In this paper, we consider the problem of classification based on such indefinite similariti...
Yihua Chen, Maya R. Gupta, Benjamin Recht
DATE
2009
IEEE
101views Hardware» more  DATE 2009»
16 years 25 days ago
A monitor interconnect and support subsystem for multicore processors
Abstract— In many current SoCs, the architectural interface to onchip monitors is ad hoc and inefficient. In this paper, a new architectural approach which advocates the use of a...
Sailaja Madduri, Ramakrishna Vadlamani, Wayne Burl...
IRI
2008
IEEE
16 years 15 days ago
Compound record clustering algorithm for design pattern detection by decision tree learning
Recovering design patterns applied in a system can help refactoring the system. Machine learning algorithms have been successfully applied in mining data patterns. However, one of...
Jing Dong, Yongtao Sun, Yajing Zhao
UM
2007
Springer
16 years 5 days ago
Preference-Based Organization Interfaces: Aiding User Critiques in Recommender Systems
Users’ critiques to the current recommendation form a crucial feedback mechanism for refining their preference models and improving a system’s accuracy in recommendations that ...
Li Chen, Pearl Pu
ICDE
2006
IEEE
153views Database» more  ICDE 2006»
16 years 4 days ago
Automatic Extraction of Publication Time from News Search Results
The publication time of a page can have a big impact on its relevance to a query, especially for time-sensitive pages such as news items. For news search engines, the publication ...
Yiyao Lu, Weiyi Meng, Wanjing Zhang, King-Lup Liu,...