4085 search results - page 196 / 817 » Benchmarking Data Mining Algorithms |
134
Voted
SIGMOD
1998
ACM
15 years 7 months ago
1998
ACM
We present a pattern-mining algorithm that scales roughly linearly in the number of maximal patterns embedded in a database irrespective of the length of the longest pattern. In c...
117
Voted
EDBTW
2010
Springer
15 years 10 months ago
2010
Springer
Published data is prone to privacy attacks. Sanitization methods aim to prevent these attacks while maintaining usefulness of the data for legitimate users. Quantifying the trade-...
127
Voted
ICDM
2006
IEEE
15 years 9 months ago
2006
IEEE
Measurements at different time points and positions in large temporal or spatial databases requires effective and efficient data mining techniques. For several parallel measureme...
255
Voted
PAKDD
2011
ACM
14 years 6 months ago
2011
ACM
Abstract. The concept of similarity is fundamentally important in almost every scientific field. Clustering, distance-based outlier detection, classification, regression and sea...
127
Voted
ICDM
2003
IEEE
15 years 8 months ago
2003
IEEE
We extend the problem of association rule mining – a key data mining problem – to systems in which the database is partitioned among a very large number of computers that are ...