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SDM
2007
SIAM
133views Data Mining» more  SDM 2007»
13 years 9 months ago
Change-Point Detection using Krylov Subspace Learning
We propose an efficient algorithm for principal component analysis (PCA) that is applicable when only the inner product with a given vector is needed. We show that Krylov subspace...
Tsuyoshi Idé, Koji Tsuda
AIMS
2007
Springer
14 years 1 months ago
Modeling Change Without Breaking Promises
Promise theory defines a method by which static service bindings are made in a network, but little work has been done on handling the dynamic case in which bindings must change ov...
Alva L. Couch, Hengky Susanto, Marc Chiarini
GISCIENCE
2010
Springer
230views GIS» more  GISCIENCE 2010»
13 years 7 months ago
Detecting Change in Snapshot Sequences
Wireless sensor networks are deployed to monitor dynamic geographic phenomena, or objects, over space and time. This paper presents a new spatiotemporal data model for dynamic area...
Mingzheng Shi, Stephan Winter
IEAAIE
2004
Springer
14 years 1 months ago
Change Summarization in Web Collections
World Wide Web is not only enormous but also dynamic information space. Every day large quantity of new information is published on web pages. Many times people want to know what a...
Adam Jatowt, Khoo Khyou Bun, Mitsuru Ishizuka
GECCO
2003
Springer
123views Optimization» more  GECCO 2003»
14 years 25 days ago
Analysis of the (1+1) EA for a Dynamically Bitwise Changing OneMax
Abstract. Although evolutionary algorithms (EAs) are often successfully used for the optimization of dynamically changing objective function, there are only very few theoretical re...
Stefan Droste