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