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» Time series clustering based on forecast densities
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CCGRID
2006
IEEE
16 years 21 days ago
Network Bandwidth Predictor (NBP): A System for Online Network performance Forecasting
The applicability of network-based computing depends on the availability of the underlying network bandwidth. However, network resources are shared and the available network bandw...
Alaknantha Eswaradass, Xian-He Sun, Ming Wu
SDM
2010
SIAM
156views Data Mining» more  SDM 2010»
15 years 8 months ago
Unsupervised Discovery of Abnormal Activity Occurrences in Multi-dimensional Time Series, with Applications in Wearable Systems
We present a method for unsupervised discovery of abnormal occurrences of activities in multi-dimensional time series data. Unsupervised activity discovery approaches differ from ...
Alireza Vahdatpour, Majid Sarrafzadeh
GLOBECOM
2007
IEEE
16 years 29 days ago
NetForecast: A Delay Prediction Scheme for Provider Controlled Networks
— Over the last years, the Internet has evolved towards becoming the dominant platform for deploying real time and multimedia services. This evolution has had as a consequence th...
Ahmed Elmokashfi, Michael Kleis, Adrian Popescu
ICDM
2006
IEEE
193views Data Mining» more  ICDM 2006»
16 years 21 days ago
Feature Subset Selection on Multivariate Time Series with Extremely Large Spatial Features
Several spatio-temporal data collected in many applications, such as fMRI data in medical applications, can be represented as a Multivariate Time Series (MTS) matrix with m rows (...
Hyunjin Yoon, Cyrus Shahabi
AMDO
2006
Springer
15 years 10 months ago
Finding Articulated Body in Time-Series Volume Data
This paper presents a new scheme for acquiring 3D kinematic structure and motion from time-series volume data, in particular, focusing on human body. Our basic strategy is to first...
Tomoyuki Mukasa, Shohei Nobuhara, Atsuto Maki, Tak...