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Aggarwal, Charu C.

Data Streams

Aggarwal, Charu C. - Data Streams, e-kirja

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ISBN: 9780387475349
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Table of contents

1. An Introduction to Data Streams
Charu C. Aggarwal

2. On Clustering Massive Data Streams: A Summarization Paradigm
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu

3. A Survey of Classification Methods in Data Streams
Mohamed Medhat Gaber, Arkady Zaslavsky, Shonali Krishnaswamy

4. Frequent Pattern Mining in Data Streams
Ruoming Jin, Gagan Agrawal

5. A Survey of Change Diagnosis Algorithms in Evolving Data Streams
Charu C. Aggarwal

6. Multi-Dimensional Analysis of Data Streams Using Stream Cubes
Jiawei Han, Y. Dora Cai, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang

7. Load Shedding in Data Stream Systems
Brian Babcock, Mayur Datar, Rajeev Motwani

8. The Sliding-Window Computation Model and Results
Mayur Datar, Rajeev Motwani

9. A Survey of Synopsis Construction in Data Streams
Charu C. Aggarwal, Philip S. Yu

10. A Survey of Join Processing in Data Streams
Junyi Xie, Jun Yang

11. Indexing and Querying Data Streams
Ahmet Bulut, Ambuj K. Singh

12. Dimensionality Reduction and Forecasting on Streams
Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos

13. A Survey of Distributed Mining of Data Streams
Srinivasan Parthasarathy, Amol Ghoting, Matthew Eric Otey

14. Algorithms for Distributed Data Stream Mining
Kanishka Bhaduri, Kamalika Das, Krishnamoorthy Sivakumar, Hillol Kargupta, Ran Wolff, Rong Chen

15. A Survey of Stream Processing Problems and Techniques in Sensor Networks
Sharmila Subramaniam, Dimitrios Gunopulos

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Avainsanat: COMPUTERS / Computer Science COM014000

Tekijä(t)
Julkaisija
Springer
Julkaisuvuosi
2007
Kieli
en
Painos
1
Kategoria
Tietotekniikka, tietoliikenne
Tiedostomuoto
E-kirja
eISBN (PDF)
9780387475349

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