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IEAAIE
2009
Springer
15 years 8 months ago
An Efficient Algorithm for Maintaining Frequent Closed Itemsets over Data Stream
Data mining refers to the process of revealing unknown and potentially useful information from a large database. Frequent itemsets mining is one of the foundational problems in dat...
Show-Jane Yen, Yue-Shi Lee, Cheng-Wei Wu, Chin-Lin...
INFOCOM
1995
IEEE
15 years 5 months ago
Analysis of One-Way Reservation Algorithms
Modern high speed networks and ATM networks in particular use resource reservation as a basic means of establishing communications. One-way on-the- y reservation is a method for...
Israel Cidon, Raphael Rom, Yuval Shavitt
KDD
2009
ACM
168views Data Mining» more  KDD 2009»
16 years 2 months ago
Sustainable operation and management of data center chillers using temporal data mining
Motivation: Data centers are a critical component of modern IT infrastructure but are also among the worst environmental offenders through their increasing energy usage and the re...
Debprakash Patnaik, Manish Marwah, Ratnesh K. Shar...
SIGKDD
2008
100views more  SIGKDD 2008»
15 years 1 months ago
Higher order mining
The value of knowledge obtainable by analysing large quantities of data is widely acknowledged. However, so-called primary or raw data may not always be available for knowledge di...
John F. Roddick, Myra Spiliopoulou, Daniel Lister,...
SAC
2009
ACM
15 years 8 months ago
Evaluating algorithms that learn from data streams
In the past years, the theory and practice of machine learning and data mining have been focused on static and finite data sets from where learning algorithms generate a static m...
João Gama, Pedro Pereira Rodrigues, Raquel ...