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VLDB
2006
ACM
190views Database» more  VLDB 2006»
14 years 9 months ago
Online summarization of dynamic time series data
Managing large-scale time series databases has attracted significant attention in the database community recently. Related fundamental problems such as dimensionality reduction, tr...
Ümit Y. Ogras, Hakan Ferhatosmanoglu
SDM
2009
SIAM
205views Data Mining» more  SDM 2009»
14 years 6 months ago
Identifying Information-Rich Subspace Trends in High-Dimensional Data.
Identifying information-rich subsets in high-dimensional spaces and representing them as order revealing patterns (or trends) is an important and challenging research problem in m...
Chandan K. Reddy, Snehal Pokharkar
SDM
2004
SIAM
162views Data Mining» more  SDM 2004»
13 years 10 months ago
Subspace Clustering of High Dimensional Data
Clustering suffers from the curse of dimensionality, and similarity functions that use all input features with equal relevance may not be effective. We introduce an algorithm that...
Carlotta Domeniconi, Dimitris Papadopoulos, Dimitr...
ICDE
2008
IEEE
165views Database» more  ICDE 2008»
14 years 10 months ago
Efficient Data Interpretation and Compression over RFID Streams
Abstract-- Despite its promise, RFID technology presents numerous challenges, including incomplete data, lack of location and containment information, and very high volumes. In thi...
Richard Cocci, Thanh Tran 0002, Yanlei Diao, Prash...
ISSS
2002
IEEE
133views Hardware» more  ISSS 2002»
14 years 1 months ago
Data Memory Design Considering Effective Bitwidth for Low-Energy Embedded Systems
This paper presents a novel low-energy memory design technique, considering effective bitwidth of variables for applicationspecific systems, called VAbM technique. It targets th...
Hiroto Yasuura, Hiroyuki Tomiyama, Takanori Okuma,...