Gaussian Process Models in Spatial Data Mining

Mapping Intimacies ◽

10.1007/springerreference_62096 ◽

2011 ◽

Keyword(s):

Data Mining ◽

Gaussian Process ◽

Spatial Data ◽

Spatial Data Mining ◽

Process Models ◽

Gaussian Process Models

Download Full-text

Gaussian Process Models in Spatial Data Mining

Encyclopedia of GIS ◽

10.1007/978-3-319-23519-6_440-2 ◽

2016 ◽

pp. 1-6

Author(s):

Naren Ramakrishnan ◽

Chris Bailey-Kellogg

Keyword(s):

Data Mining ◽

Gaussian Process ◽

Spatial Data ◽

Spatial Data Mining ◽

Process Models ◽

Gaussian Process Models

Download Full-text

Gaussian Process Models in Spatial Data Mining

Encyclopedia of GIS ◽

10.1007/978-0-387-35973-1_440 ◽

2008 ◽

pp. 325-329

Author(s):

Naren Ramakrishnan ◽

Chris Bailey-Kellogg

Keyword(s):

Data Mining ◽

Gaussian Process ◽

Spatial Data ◽

Spatial Data Mining ◽

Process Models ◽

Gaussian Process Models

Download Full-text

Gaussian Process Models in Spatial Data Mining

Encyclopedia of GIS ◽

10.1007/978-3-319-17885-1_440 ◽

2017 ◽

pp. 639-644

Author(s):

Naren Ramakrishnan ◽

Chris Bailey-Kellogg

Keyword(s):

Data Mining ◽

Gaussian Process ◽

Spatial Data ◽

Spatial Data Mining ◽

Process Models ◽

Gaussian Process Models

Download Full-text

On nearest-neighbor Gaussian process models for massive spatial data

Wiley Interdisciplinary Reviews Computational Statistics ◽

10.1002/wics.1383 ◽

2016 ◽

Vol 8 (5) ◽

pp. 162-171 ◽

Cited By ~ 13

Author(s):

Abhirup Datta ◽

Sudipto Banerjee ◽

Andrew O. Finley ◽

Alan E. Gelfand

Keyword(s):

Gaussian Process ◽

Spatial Data ◽

Nearest Neighbor ◽

Process Models ◽

Gaussian Process Models ◽

Massive Spatial Data

Download Full-text

Identification of Continuous-time Nonlinear Systems via Local Gaussian Process Models

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.134.1708 ◽

2014 ◽

Vol 134 (11) ◽

pp. 1708-1715

Author(s):

Tomohiro Hachino ◽

Kazuhiro Matsushita ◽

Hitoshi Takata ◽

Seiji Fukushima ◽

Yasutaka Igarashi

Keyword(s):

Nonlinear Systems ◽

Gaussian Process ◽

Continuous Time ◽

Process Models ◽

Gaussian Process Models

Download Full-text

Deep Gaussian Process Models for Integrating Multifidelity Experiments with Non-stationary Relationships

IISE Transactions ◽

10.1080/24725854.2021.1931572 ◽

2021 ◽

pp. 1-28

Author(s):

Jongwoo Ko ◽

Heeyoung Kim

Keyword(s):

Gaussian Process ◽

Process Models ◽

Gaussian Process Models

Download Full-text

A hierarchical training and identification method using Gaussian process models for face recognition in videos

2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) ◽

10.1109/fg.2015.7163097 ◽

2015 ◽

Cited By ~ 2

Author(s):

Negar Hassanpour ◽

Liang Chen

Keyword(s):

Face Recognition ◽

Gaussian Process ◽

Process Models ◽

Identification Method ◽

Gaussian Process Models

Download Full-text

Composite Gaussian process models for emulating expensive functions

The Annals of Applied Statistics ◽

10.1214/12-aoas570 ◽

2012 ◽

Vol 6 (4) ◽

pp. 1838-1860 ◽

Cited By ~ 49

Author(s):

Shan Ba ◽

V. Roshan Joseph

Keyword(s):

Gaussian Process ◽

Process Models ◽

Gaussian Process Models

Download Full-text

Kernel discriminant analysis and clustering with parsimonious Gaussian process models

Statistics and Computing ◽

10.1007/s11222-014-9505-x ◽

2014 ◽

Vol 25 (6) ◽

pp. 1143-1162 ◽

Cited By ~ 4

Author(s):

C. Bouveyron ◽

M. Fauvel ◽

S. Girard

Keyword(s):

Discriminant Analysis ◽

Gaussian Process ◽

Process Models ◽

Kernel Discriminant Analysis ◽

Gaussian Process Models

Download Full-text

Spatial Data Mining Features between General Data Mining

2008 International Workshop on Education Technology and Training & 2008 International Workshop on Geoscience and Remote Sensing ◽

10.1109/ettandgrs.2008.167 ◽

2008 ◽

Cited By ~ 1

Author(s):

Tie-li Yang ◽

Ping-Bai ◽

Yu-Sheng Gong

Keyword(s):

Data Mining ◽

Spatial Data ◽

Spatial Data Mining ◽

General Data

Download Full-text