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PODS
2000
ACM
146views Database» more  PODS 2000»
15 years 5 months ago
Analysis and Application of Adaptive Sampling
An estimation algorithm for a query is a probabilistic algorithm that computes an approximation for the size (number of tuples) of the query. One class of estimation algorithms us...
James F. Lynch
136
Voted
JAIR
2002
163views more  JAIR 2002»
15 years 15 days ago
Efficient Reinforcement Learning Using Recursive Least-Squares Methods
The recursive least-squares (RLS) algorithm is one of the most well-known algorithms used in adaptive filtering, system identification and adaptive control. Its popularity is main...
Xin Xu, Hangen He, Dewen Hu
SIGMOD
2002
ACM
134views Database» more  SIGMOD 2002»
16 years 29 days ago
Wavelet synopses with error guarantees
Recent work has demonstrated the effectiveness of the wavelet decomposition in reducing large amounts of data to compact sets of wavelet coefficients (termed "wavelet synopse...
Minos N. Garofalakis, Phillip B. Gibbons
130
Voted
SIGMOD
2001
ACM
184views Database» more  SIGMOD 2001»
16 years 29 days ago
Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases
Similarity search in large time series databases has attracted much research interest recently. It is a difficult problem because of the typically high dimensionality of the data....
Eamonn J. Keogh, Kaushik Chakrabarti, Sharad Mehro...
ADBIS
2010
Springer
154views Database» more  ADBIS 2010»
15 years 2 months ago
Platform Independent Database Replication Solution Applied to Medical Information System
Medical Information Systems (MIS) in general, like any other complex and large system, can be based on centralized or distributed DBMS. Centralized system is much easier for implem...
Tatjana Stankovic, Srebrenko Pesic, Dragan Jankovi...