1969 search results - page 200 / 394 » Fuzzy sets in machine learning and data mining |
150
Voted
PAKDD
2005
ACM
15 years 10 months ago
2005
ACM
Abstract. Discriminative and generative methods provide two distinct approaches to machine learning classification. One advantage of generative approaches is that they naturally mo...
140
Voted
MM
2009
ACM
15 years 11 months ago
2009
ACM
Human visual perception is able to recognize a wide range of targets under challenging conditions, but has limited throughput. Machine vision and automatic content analytics can p...
161
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EDBT
2009
ACM
15 years 9 months ago
2009
ACM
Structured data including sets, sequences, trees and graphs, pose significant challenges to fundamental aspects of data management such as efficient storage, indexing, and simila...
144
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ICDM
2006
IEEE
15 years 10 months ago
2006
IEEE
There has been a lot of recent interest in mining patterns from graphs. Often, the exact structure of the patterns of interest is not known. This happens, for example, when molecu...
127
Voted
ALT
2009
Springer
16 years 1 months ago
2009
Springer
In this paper we consider uncountable classes recognizable by ω-automata and investigate suitable learning paradigms for them. In particular, the counterparts of explanatory, vac...