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ICDM
2007
IEEE
95views Data Mining» more  ICDM 2007»
13 years 11 months ago
Incremental Quantization for Aging Data Streams
A growing number of applications have become reliant or can benefit from monitoring data streams. Data streams are potentially unbounded in size, hence, Data Stream Management Sy...
Fatih Altiparmak, David Chiu, Hakan Ferhatosmanogl...
ICSE
1991
IEEE-ACM
13 years 8 months ago
Experiences with an Environment Generation System
We present our experience using the Gandalf environment generation system as a prototyping vehicle for the Inscape Environment. Our positive experience included experimentation, i...
Steven S. Popovich, William M. Schell, Dewayne E. ...
KDD
2000
ACM
101views Data Mining» more  KDD 2000»
13 years 9 months ago
Incremental quantile estimation for massive tracking
Data--call records, internet packet headers, or other transaction records--are coming down a pipe at a ferocious rate, and we need to monitor statistics of the data. There is no r...
Fei Chen, Diane Lambert, José C. Pinheiro
KDD
2008
ACM
119views Data Mining» more  KDD 2008»
14 years 5 months ago
SAIL: summation-based incremental learning for information-theoretic clustering
Information-theoretic clustering aims to exploit information theoretic measures as the clustering criteria. A common practice on this topic is so-called INFO-K-means, which perfor...
Junjie Wu, Hui Xiong, Jian Chen
BPM
2005
Springer
141views Business» more  BPM 2005»
13 years 11 months ago
Towards a Framework for the Agile Mining of Business Processes
Abstract. In order to support business processes effectively, their implementation by a process management systems (PMS) must be as close to the real world’s processes as possib...
Barbara Weber, Manfred Reichert, Stefanie Rinderle...