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Data Mining for Data Streams

Data Mining for Data Streams

Data Mining for Data Streams. Mining Data Streams. What is stream data? Why Stream Data Systems? Stream data management systems: Issues and solutions Stream data cube and multidimensional OLAP analysis Stream frequent pattern analysis Stream classification Stream cluster analysis

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692 views • 65 slides
Mining Unusual Patterns in Data Streams in Multi-Dimensional Space

Mining Unusual Patterns in Data Streams in Multi-Dimensional Space

Mining Unusual Patterns in Data Streams in Multi-Dimensional Space. Jiawei Han Department of Computer Science University of Illinois at Urbana-Champaign www.cs.uiuc.edu/~hanj. Outline. Characteristics of data streams Mining unusual patterns in data streams

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272 views • 27 slides
Mining Unusual Patterns in Data Streams in Multi-Dimensional Space

Mining Unusual Patterns in Data Streams in Multi-Dimensional Space

Mining Unusual Patterns in Data Streams in Multi-Dimensional Space. Jiawei Han Department of Computer Science University of Illinois at Urbana-Champaign www.cs.uiuc.edu/~hanj. Outline. Characteristics of data streams Mining unusual patterns in data streams

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275 views • 27 slides
Online Analytical Processing Stream Data: Is It Feasible?

Online Analytical Processing Stream Data: Is It Feasible?

Online Analytical Processing Stream Data: Is It Feasible?. Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jiayong Wang Univ. of Illinois at Urbana-Champaign Wright State Univ. Simon Fraser Univ. Peking Univ. June 2, 2002. Outline. Characteristics of stream data

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210 views • 20 slides

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