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ICTAI
2010
IEEE
14 years 11 months ago
Pocket Data Mining: Towards Collaborative Data Mining in Mobile Computing Environments
Abstract--Pocket Data Mining PDM is our new term describing collaborative mining of streaming data in mobile and distributed computing environments. With sheer amounts of data stre...
Frederic T. Stahl, Mohamed Medhat Gaber, Max Brame...
ICDM
2008
IEEE
121views Data Mining» more  ICDM 2008»
15 years 8 months ago
Fast and Memory Efficient Mining of High Utility Itemsets in Data Streams
Efficient mining of high utility itemsets has become one of the most interesting data mining tasks with broad applications. In this paper, we proposed two efficient one-pass algor...
Hua-Fu Li, Hsin-Yun Huang, Yi-Cheng Chen, Yu-Jiun ...
117
Voted
ICMCS
2008
IEEE
134views Multimedia» more  ICMCS 2008»
15 years 8 months ago
Performance measurements and evaluation of video streaming in HSDPA networks with 16QAM modulation
The High-Speed Downlink Packet Access (HSDPA) communication protocol improves downlink performance on mobile networks and is currently being deployed in networks around the world....
Haakon Riiser, Pål Halvorsen, Carsten Griwod...
118
Voted
SIGMOD
2005
ACM
153views Database» more  SIGMOD 2005»
16 years 2 months ago
Multiple Aggregations Over Data Streams
Monitoring aggregates on IP traffic data streams is a compelling application for data stream management systems. The need for exploratory IP traffic data analysis naturally leads ...
Rui Zhang 0003, Nick Koudas, Beng Chin Ooi, Divesh...
PODS
2006
ACM
122views Database» more  PODS 2006»
16 years 1 months ago
Space- and time-efficient deterministic algorithms for biased quantiles over data streams
Skew is prevalent in data streams, and should be taken into account by algorithms that analyze the data. The problem of finding "biased quantiles"-- that is, approximate...
Graham Cormode, Flip Korn, S. Muthukrishnan, Dives...