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» Estimating query performance using class predictions
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199
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SIGMOD
2005
ACM
133views Database» more  SIGMOD 2005»
16 years 2 months ago
Semantics and Evaluation Techniques for Window Aggregates in Data Streams
A windowed query operator breaks a data stream into possibly overlapping subsets of data and computes results over each. Many stream systems can evaluate window aggregate queries....
Jin Li, David Maier, Kristin Tufte, Vassilis Papad...
115
Voted
KDD
2005
ACM
177views Data Mining» more  KDD 2005»
15 years 8 months ago
Combining partitions by probabilistic label aggregation
Data clustering represents an important tool in exploratory data analysis. The lack of objective criteria render model selection as well as the identification of robust solutions...
Tilman Lange, Joachim M. Buhmann
110
Voted
ICDE
2010
IEEE
221views Database» more  ICDE 2010»
15 years 2 months ago
A generic auto-provisioning framework for cloud databases
— We discuss the problem of resource provisioning for database management systems operating on top of an Infrastructure-As-A-Service (IaaS) cloud. To solve this problem, we descr...
Jennie Rogers, Olga Papaemmanouil, Ugur Çet...
107
Voted
ICASSP
2011
IEEE
14 years 6 months ago
Artificial bandwidth extension of spectral envelope with temporal clustering
We present a new wideband spectral envelope estimation framework for the artificial bandwidth extension problem. The proposed framework builds temporal clusters of the joint sub-...
Can Yagli, Engin Erzin
DAWAK
1999
Springer
15 years 7 months ago
Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases
Efficient query processing is one of the basic needs for data mining algorithms. Clustering algorithms, association rule mining algorithms and OLAP tools all rely on efficient quer...
Stefan Berchtold, Christian Böhm, Hans-Peter ...