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» Pan-Private Streaming Algorithms
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SIGMOD
2006
ACM
131views Database» more  SIGMOD 2006»
16 years 5 months ago
An automatic construction and organization strategy for ensemble learning on data streams
As data streams are gaining prominence in a growing number of emerging application domains, classification on data streams is becoming an active research area. Currently, the typi...
Yi Zhang, Xiaoming Jin
136
Voted
ICDCS
2005
IEEE
15 years 10 months ago
DISC: Dynamic Interleaved Segment Caching for Interactive Streaming
Streaming media objects have become widely used on the Internet, and the demand of interactive requests to these objects has increased dramatically. Typical interactive requests i...
Lei Guo, Songqing Chen, Zhen Xiao, Xiaodong Zhang
PODS
2005
ACM
96views Database» more  PODS 2005»
15 years 10 months ago
Space complexity of hierarchical heavy hitters in multi-dimensional data streams
Heavy hitters, which are items occurring with frequency above a given threshold, are an important aggregation and summary tool when processing data streams or data warehouses. Hie...
John Hershberger, Nisheeth Shrivastava, Subhash Su...
KDD
2007
ACM
152views Data Mining» more  KDD 2007»
16 years 5 months ago
A framework for classification and segmentation of massive audio data streams
In recent years, the proliferation of VOIP data has created a number of applications in which it is desirable to perform quick online classification and recognition of massive voi...
Charu C. Aggarwal
SIGMOD
2007
ACM
188views Database» more  SIGMOD 2007»
16 years 5 months ago
Keyword search on relational data streams
Increasing monitoring of transactions, environmental parameters, homeland security, RFID chips and interactions of online users rapidly establishes new data sources and applicatio...
Alexander Markowetz, Yin Yang, Dimitris Papadias