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» On rank tests for shift detection in time series
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SMC
2007
IEEE
111views Control Systems» more  SMC 2007»
14 years 2 months ago
Towards Visual Exploration of Topic Shifts
— This paper presents two approaches to visually analyze the topic shift of a pool of documents over a given period of time. The first of the proposed methods is based on a mult...
Kilian Thiel, Fabian Dill, Tobias Kötter, Mic...
CORR
2010
Springer
67views Education» more  CORR 2010»
13 years 8 months ago
Transfer Entropy on Rank Vectors
A number of measures have been proposed for the direction of the coupling between two time series, and transfer entropy (TE) has been found in recent studies to perform consistentl...
Dimitris Kugiumtzis
ACIVS
2005
Springer
14 years 1 months ago
A Likelihood Ratio Test for Functional MRI Data Analysis to Account for Colored Noise
Abstract. Functional magnetic resonance (fMRI) data are often corrupted with colored noise. To account for this type of noise, many prewhitening and pre-coloring strategies have be...
Jan Sijbers, Arnold Jan den Dekker, Robert Bos
BMCBI
2007
144views more  BMCBI 2007»
13 years 8 months ago
Robust regression for periodicity detection in non-uniformly sampled time-course gene expression data
Background: In practice many biological time series measurements, including gene microarrays, are conducted at time points that seem to be interesting in the biologist's opin...
Miika Ahdesmäki, Harri Lähdesmäki, ...
NCA
2002
IEEE
13 years 8 months ago
The Construction of Smooth Models using Irregular Embeddings Determined by a Gamma Test Analysis
One of the key problems in forming a smooth model from input-output data is the determination of which input variables are relevant in predicting a given output. In this paper we ...
Alban P. M. Tsui, Antonia J. Jones, A. Guedes de O...