4085 search results - page 279 / 817 » Benchmarking Data Mining Algorithms |
121
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GECCO
2006
Springer
15 years 7 months ago
2006
Springer
In the realm of data mining, several key issues exists in the traditional classification algorithms, such as low readability, large rule number, and low accuracy with information ...
131
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WWW
2005
ACM
16 years 4 months ago
2005
ACM
With the fast increase in Web activities, Web data mining has recently become an important research topic. However, most previous studies of mining path traversal patterns are bas...
149
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KDD
2005
ACM
16 years 4 months ago
2005
ACM
Temporal Text Mining (TTM) is concerned with discovering temporal patterns in text information collected over time. Since most text information bears some time stamps, TTM has man...
139
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ICDM
2007
IEEE
15 years 10 months ago
2007
IEEE
This paper proposes an optimisation to the UK-means algorithm, which generalises the k-means algorithm to handle objects whose locations are uncertain. The location of each object...
138
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KDD
2009
ACM
16 years 4 months ago
2009
ACM
Corruption of data by class-label noise is an important practical concern impacting many classification problems. Studies of data cleaning techniques often assume a uniform label ...