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APPT
2005
Springer
16 years 20 hour ago
Principal Component Analysis for Distributed Data Sets with Updating
Identifying the patterns of large data sets is a key requirement in data mining. A powerful technique for this purpose is the principal component analysis (PCA). PCA-based clusteri...
Zheng-Jian Bai, Raymond H. Chan, Franklin T. Luk
ICDT
2005
ACM
149views Database» more  ICDT 2005»
15 years 12 months ago
Approximately Dominating Representatives
We propose and investigate from the algorithmic standpoint a novel form of fuzzy query called approximately dominating representatives or ADRs. The ADRs of a multidimensional point...
Vladlen Koltun, Christos H. Papadimitriou
ESA
1998
Springer
145views Algorithms» more  ESA 1998»
15 years 10 months ago
Moving-Target TSP and Related Problems
Previous literature on the Traveling Salesman Problem (TSP) assumed that the sites to be visited are stationary. Motivated by practical applications, we introduce a time-dependent ...
Christopher S. Helvig, Gabriel Robins, Alexander Z...
SODA
2008
ACM
111views Algorithms» more  SODA 2008»
15 years 8 months ago
On distance to monotonicity and longest increasing subsequence of a data stream
In this paper we consider problems related to the sortedness of a data stream. First we investigate the problem of estimating the distance to monotonicity; given a sequence of len...
Funda Ergün, Hossein Jowhari
CIA
2006
Springer
15 years 10 months ago
Eliminating Interdependencies Between Issues for Multi-issue Negotiation
In multi-issue negotiations, issues may be negotiated independently or not. In the latter case, the utility associated with one issue depends on the value of another. These issue d...
Koen V. Hindriks, Catholijn M. Jonker, Dmytro Tykh...