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Automatica (Oxford), ISSN 0005-1098, 2012, Volume 48, Issue 8, pp. 1525 - 1535
Journal Article
2006, Cambridge studies in advanced mathematics, ISBN 9780521863001, Volume 100, x, 620
This book was first published in 2006. Written by two of the foremost researchers in the field, this book studies the local times of Markov processes... 
Markov processes | Local times (Stochastic processes) | Gaussian processes | Local history materials - Digitization
Book
Journal of Machine Learning Research, ISSN 1532-4435, 11/2010, Volume 11, pp. 3011 - 3015
Journal Article
Neural networks, ISSN 0893-6080, 2019, Volume 118, pp. 235 - 246
The Gaussian process (GP) is a nonparametric prior distribution over functions indexed by time, space, or other high-dimensional index set... 
Function compositions | Non-Gaussian models | Gaussian process | Warped Gaussian processes | Neural networks | DENSITY-ESTIMATION | NEUROSCIENCES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 08/2015, Volume 63, Issue 16, pp. 4165 - 4178
Journal Article
Journal of machine learning research, ISSN 1532-4435, 2013, Volume 14, Issue 1, pp. 1175 - 1179
The GPstuff toolbox is a versatile collection of Gaussian process models and computational tools required for Bayesian inference... 
Bayesian hierarchical model | Gaussian process | nonparametric Bayes | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Nonparametric bayes
Journal Article
2005, 1. Aufl., ISBN 9780470024119, xiii, 255
... signal.With a strong mathematical grounding, this text provides a clear introduction to the fundamentals of stochastic processes and their practical applications to random signals and noise... 
Signal processing | Physics | Waves & Wave Mechanics | Science | Random noise theory | Stochastic processes | Communications Engineering | Frequency response (Electrical engineering) | Random variables
Book
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 02/2015, Volume 37, Issue 2, pp. 408 - 423
Journal Article
IEEE transaction on neural networks and learning systems, ISSN 2162-2388, 2018, Volume 29, Issue 11, pp. 5499 - 5511
Journal Article
Journal of the Korean Statistical Society, ISSN 1226-3192, 2016, Volume 45, Issue 3, pp. 329 - 341
Journal Article
Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, ISSN 1471-2962, 2013, Volume 371, Issue 1984, p. 20110550
In this paper, we offer a gentle introduction to Gaussian processes for time-series data analysis... 
MATHEMATICS | applied mathematics | mathematical modelling | COMPUTER SCIENCE | Articles | statistics | pattern recognition | Bayesian modelling | Time-series analysis | Gaussian processes | MULTIDISCIPLINARY SCIENCES | time-series analysis
Journal Article