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COLT
2005
Springer
16 years 10 days ago
Stability and Generalization of Bipartite Ranking Algorithms
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
Shivani Agarwal, Partha Niyogi
EMO
2005
Springer
126views Optimization» more  EMO 2005»
16 years 9 days ago
The Evolution of Optimality: De Novo Programming
Abstract. Evolutionary algorithms have been quite effective in dealing with single-objective “optimization” while the area of Evolutionary Multiobjective Optimization (EMOO) h...
Milan Zeleny
ISPA
2004
Springer
16 years 4 days ago
A Congestion-Aware Search Protocol for Unstructured Peer-to-Peer Networks
Peer-to-Peer (P2P) file sharing is the hottest, fastest growing application on the Internet. When designing Gnutella-like applications, the most important consideration is the sca...
Kin Wah Kwong, Danny H. K. Tsang
ICTAI
2003
IEEE
16 years 2 days ago
MFSAT: A SAT Solver Using Multi-Flip Local Search
Local search-based methods of SAT solving have received a significant attention in the last decade. All local search-based methods choose the next truth assignment by flipping t...
Amol Dattatraya Mali, Yevgeny Lipen
APWEB
2010
Springer
15 years 11 months ago
Crawling Online Social Graphs
—Extensive research has been conducted on top of online social networks (OSNs), while little attention has been paid to the data collection process. Due to the large scale of OSN...
Shaozhi Ye, Juan Lang, Shyhtsun Felix Wu