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APWEB
2006
Springer
15 years 10 months ago
The Case of the Duplicate Documents Measurement, Search, and Science
Many of the documents in large text collections are duplicates and versions of each other. In recent research, we developed new methods for finding such duplicates; however, as the...
Justin Zobel, Yaniv Bernstein
ATAL
2006
Springer
15 years 10 months ago
No-commitment branch and bound search for distributed constraint optimization
We present a new polynomial-space algorithm for solving Distributed Constraint Optimization problems (DCOP). The algorithm, called NCBB, is branch and bound search with modificati...
Anton Chechetka, Katia P. Sycara
ATAL
2006
Springer
15 years 10 months ago
Learning to identify winning coalitions in the PAC model
We consider PAC learning of simple cooperative games, in which the coalitions are partitioned into "winning" and "losing" coalitions. We analyze the complexity...
Ariel D. Procaccia, Jeffrey S. Rosenschein
CSB
2004
IEEE
110views Bioinformatics» more  CSB 2004»
15 years 10 months ago
SPIDER: Software for Protein Identification from Sequence Tags with De Novo Sequencing Error
For the identification of novel proteins using MS/MS, de novo sequencing software computes one or several possible amino acid sequences (called sequence tags) for each MS/MS spect...
Yonghua Han, Bin Ma, Kaizhong Zhang
ECML
2004
Springer
15 years 10 months ago
Efficient Hyperkernel Learning Using Second-Order Cone Programming
The kernel function plays a central role in kernel methods. Most existing methods can only adapt the kernel parameters or the kernel matrix based on empirical data. Recently, Ong e...
Ivor W. Tsang, James T. Kwok
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