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Data Streams - Models and Algorithms 2007
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Charu C. Aggarwal
(Ed.):
Data Streams - Models and Algorithms.
Springer 2007
Advances in Database Systems
31 ISBN 978-0-387-28759-1
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Charu C. Aggarwal
:
An Introduction to Data Streams.
1-8
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Charu C. Aggarwal
,
Jiawei Han
,
Jianyong Wang
,
Philip S. Yu
:
On Clustering Massive Data Streams: A Summarization Paradigm.
9-38
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Mohamed Medhat Gaber
,
Arkady B. Zaslavsky
,
Shonali Krishnaswamy
:
A Survey of Classification Methods in Data Streams.
39-59
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Ruoming Jin
,
Gagan Agrawal
:
Frequent Pattern Mining in Data Streams.
61-84
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Charu C. Aggarwal
:
A Survey of Change Diagnosis Algorithms in Evolving Data Streams.
85-102
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Jiawei Han
,
Yandong Cai
,
Yixin Chen
,
Guozhu Dong
,
Jian Pei
,
Benjamin W. Wah
,
Jianyong Wang
:
Multi-Dimensional Analysis of Data Streams Using Stream Cubes.
103-125
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Brian Babcock
,
Mayur Datar
,
Rajeev Motwani
:
Load Shedding in Data Stream Systems.
127-147
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Mayur Datar
,
Rajeev Motwani
:
The Sliding-Window Computation Model and Results.
149-167
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Charu C. Aggarwal
,
Philip S. Yu
:
A Survey of Synopsis Construction in Data Streams.
169-207
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Junyi Xie
,
Jun Yang
:
A Survey of Join Processing in Data Streams.
209-236
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Ahmet Bulut
,
Ambuj K. Singh
:
Indexing and Querying Data Streams.
237-259
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Spiros Papadimitriou
,
Jimeng Sun
,
Christos Faloutsos
:
Dimensionality Reduction and Forecasting on Streams.
261-288
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Srinivasan Parthasarathy
,
Amol Ghoting
,
Matthew Eric Otey
:
A Survey of Distributed Mining of Data Streams.
289-307
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Kanishka Bhaduri
,
Kamalika Das
,
Krishnamoorthy Sivakumar
,
Hillol Kargupta
,
Ran Wolff
,
Rong Chen
:
Algorithms for Distributed Data Stream Mining.
309-331
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Sharmila Subramaniam
,
Dimitrios Gunopulos
:
A Survey of Stream Processing Problems and Techniques in Sensor Networks.
333-352