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UAI
2008
15 years 3 months ago
Modelling local and global phenomena with sparse Gaussian processes
Much recent work has concerned sparse approximations to speed up the Gaussian process regression from the unfavorable O(n3 ) scaling in computational time to O(nm2 ). Thus far, wo...
Jarno Vanhatalo, Aki Vehtari
151
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CORR
2010
Springer
168views Education» more  CORR 2010»
15 years 25 days ago
Gaussian Process Structural Equation Models with Latent Variables
In a variety of disciplines such as social sciences, psychology, medicine and economics, the recorded data are considered to be noisy measurements of latent variables connected by...
Ricardo Silva
DESRIST
2010
Springer
193views Education» more  DESRIST 2010»
15 years 7 months ago
Applying Design Research Artifacts for Building Design Research Artifacts: A Process Model for Enterprise Architecture Planning
Enterprise architecture (EA) describes the fundamental structure of an organization from business to IT. EA as a practice as well as a research topic has been around for several ye...
Stephan Aier, Bettina Gleichauf
CAISE
2008
Springer
15 years 4 months ago
Modelling, Simulation, and Performance Analysis of Business Processes Involving Ubiquitous Systems
A recent trend in Ubiquitous Computing is that embedded software (e.g. in production machines, wired or wireless networked sensors and actuators, or RFID readers) directly offers W...
Patrik Spieß, Dinh Khoa Nguyen, Ingo Weber, ...
143
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BMCBI
2008
101views more  BMCBI 2008»
15 years 2 months ago
Term-tissue specific models for prediction of gene ontology biological processes using transcriptional profiles of aging in dros
Background: Predictive classification on the base of gene expression profiles appeared recently as an attractive strategy for identifying the biological functions of genes. Gene O...
Wensheng Zhang, Sige Zou, Jiuzhou Song