4085 search results - page 183 / 817 » Benchmarking Data Mining Algorithms |
125
Voted
JMLR
2006
15 years 3 months ago
2006
In this paper, we propose a number of adaptive prototype learning (APL) algorithms. They employ the same algorithmic scheme to determine the number and location of prototypes, but...
152
Voted
SDM
2011
SIAM
14 years 6 months ago
2011
SIAM
Identifying the extremal (minimal and maximal) sets from a collection of sets is an important subproblem in the areas of data-mining and satisfiability checking. For example, ext...
143
Voted
KDD
2003
ACM
16 years 3 months ago
2003
ACM
A data stream is a massive unbounded sequence of data elements continuously generated at a rapid rate. Consequently, the knowledge embedded in a data stream is more likely to be c...
127
Voted
SAC
2006
ACM
15 years 9 months ago
2006
ACM
Traditional Data Mining and Knowledge Discovery algorithms assume free access to data, either at a centralized location or in federated form. Increasingly, privacy and security co...
156
click to vote
KDD
2005
ACM
16 years 3 months ago
2005
ACM
In an interactive classification application, a user may find it more valuable to develop a diagnostic decision support method which can reveal significant classification behavior...