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» The Predictability of Data Values
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MSS
2000
IEEE
121views Hardware» more  MSS 2000»
15 years 11 months ago
Accelerated Aging Studies and the Prediction of the Archival Lifetime of Optical Disk Media
Data archivists expect information storage media to have a lifetime greater than ten years. Furthermore they desire the ability to predict when the media will fail in order to pla...
David E. Nikles, John M. Wiest
DMKD
1997
ACM
308views Data Mining» more  DMKD 1997»
15 years 10 months ago
A Fast Clustering Algorithm to Cluster Very Large Categorical Data Sets in Data Mining
Partitioning a large set of objects into homogeneous clusters is a fundamental operation in data mining. The k-means algorithm is best suited for implementing this operation becau...
Zhexue Huang
ICSM
2009
IEEE
16 years 1 months ago
Predicting change impact from logical models
To improve the ability of predicting the impact scope of a given change, we present two approaches applicable to the maintenance of object-oriented software systems. Our first ap...
Sunny Wong, Yuanfang Cai
ICC
2009
IEEE
132views Communications» more  ICC 2009»
16 years 1 months ago
Preprocessing DNS Log Data for Effective Data Mining
—The Domain Name Service (DNS) provides a critical function in directing Internet traffic. Defending DNS servers from bandwidth attacks is assisted by the ability to effectively...
Mark E. Snyder, Ravi Sundaram, Mayur Thakur
IJCNN
2006
IEEE
16 years 17 days ago
Recurrent Neural Network Based Gating for Natural Gas Load Prediction System
Abstract— Prediction of natural gas consumption is an important element in gas load management aimed to better utilize the facilities of a gas distribution system. The major chal...
Petr Musílek, Emil Pelikán, Tomas Br...