Now showing items 1-10 of 8535
Unsupervised density-based behavior change detection in data streams
(IOS PressAmsterdam, 2014)
The ability to detect changes in the data distribution is an important issue in Data Stream mining. Detecting changes in data distribution allows the adaptation of a previously learned model to accommodate the most recent ...
Proposal of a new stability concept to detect changes in unsupervised data streams
Learning from continuous streams of data has been receiving an increasingly attention in the last years. Among the many challenges related to mining data streams, change detection is one topic frequently addressed. Being ...
Unsupervised change detection in data streams: an application in music analysis
The mining of data streams has been attracting much attention in the recent years, specially from Machine Learning researchers. One important task in learning from data streams is to correctly detect changing data ...
Real-Time Video Segmentation Algorithms and Applications
Change detection as support for monitoring the dynamic of land around reservoir
The change detection technique was used in this study to provide preliminary information on the dynamics of land cover in the region over the western basin of the Tiete River. This area is characterized by sequence of ...
Abrupt change detection with One-Class Time-Adaptive Support Vector Machines
We recently introduced an algorithm for training a sequence of coupled Support Vector Machines which shows promising results in the field of non-stationary classification problems Grinblat, Uzal, Ceccatto, and Granitto ...
Integration of landsat TM and SPOT HRG Images for vegetation change detection in the Brazilian Amazon.
(Photogrammetric Engineering & Remote Sensing, v. 74, n. 4, p. 421-430, 2008., 2014)
Damage detection in uncertain nonlinear systems based on stochastic Volterra series
The damage detection problem in mechanical systems, using vibration measurements, is commonly called Structural Health Monitoring (SHM). Many tools are able to detect damages by changes in the vibration pattern, mainly, ...
Multitemporal spectral mixture analysis for Amazonian land-cover change detection.
(Canadian Journal of Remote Sensing, v. 30, n. 1, p. 87-100, 2004., 2004)