AUSDM
2007
Springer
13 years 11 months ago
2007
Springer
Clustering time series data using the popular subsequence (STS) technique has been widely used in the data mining and wider communities. Recently the conclusion was made that it i...
AIME
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. This paper deals with the interpretation of biomedical multivariate time series for extracting typical scenarios. This task is known to be difficult, due to the temporal ...
SMC
2007
IEEE
13 years 11 months ago
2007
IEEE
– We describe a technique for fast lossy compression of a time series based on the assignment of importance levels to its minima and maxima.
MUE
2007
IEEE
13 years 11 months ago
2007
IEEE
After the generation of multimedia data turned digital, an explosion of interest in their data storage, retrieval, and processing has drastically increased. This includes videos, ...
IPPS
2007
IEEE
13 years 11 months ago
2007
IEEE
Many physical and artificial phenomena can be described by time series. The prediction of such phenomenon could be as complex as interesting. There are many time series forecasti...
IJCNN
2007
IEEE
13 years 11 months ago
2007
IEEE
— Rapidly evolving businesses generate massive amounts of time-stamped data sequences and defy a demand for massively multivariate time series analysis. For such data the predict...
IJCNN
2007
IEEE
13 years 11 months ago
2007
IEEE
— This paper suggests a constructive fuzzy system modeling for time series prediction. The model proposed is based on Takagi-Sugeno system and it comprises two phases. First, a f...
ICSM
2007
IEEE
13 years 11 months ago
2007
IEEE
Time series analysis is a promising approach to discover temporal patterns from time stamped, numeric data. A novel approach to apply time series analysis to discern temporal info...
ICDM
2007
IEEE
13 years 11 months ago
2007
IEEE
Sensor networks have increased the amount and variety of temporal data available, requiring the definition of new techniques for data mining. Related research typically addresses...
ICDM
2007
IEEE
13 years 11 months ago
2007
IEEE
The problem of finding unusual time series has recently attracted much attention, and several promising methods are now in the literature. However, virtually all proposed methods...