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149
Voted
KDD
2003
ACM
170views Data Mining» more  KDD 2003»
16 years 4 months ago
Efficient decision tree construction on streaming data
Decision tree construction is a well studied problem in data mining. Recently, there has been much interest in mining streaming data. Domingos and Hulten have presented a one-pass...
Ruoming Jin, Gagan Agrawal
123
Voted
COLCOM
2007
IEEE
15 years 10 months ago
Privacy protection on sliding window of data streams
—In many applications, transaction data arrive in the form of high speed data streams. These data contain a lot of information about customers that needs to be carefully managed ...
Weiping Wang 0001, Jianzhong Li, Chunyu Ai, Yingsh...
138
Voted
KDD
2000
ACM
121views Data Mining» more  KDD 2000»
15 years 7 months ago
Mining high-speed data streams
Many organizations today have more than very large databases; they have databases that grow without limit at a rate of several million records per day. Mining these continuous dat...
Pedro Domingos, Geoff Hulten
148
Voted
WWW
2006
ACM
16 years 4 months ago
A framework for XML data streams history checking and monitoring
The need of formal verification is a problem that involves all the fields in which sensible data are managed. In this context the verification of data streams became a fundamental...
Alessandro Campi, Paola Spoletini
155
Voted
CIKM
2009
Springer
15 years 10 months ago
Evaluating top-k queries over incomplete data streams
We study the problem of continuous monitoring of top-k queries over multiple non-synchronized streams. Assuming a sliding window model, this general problem has been a well addres...
Parisa Haghani, Sebastian Michel, Karl Aberer