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1Academic Journal
المؤلفون: Pourmohamad, Tony, Lee, Herbert KH
المصدر: Technometrics. 62(3)
مصطلحات موضوعية: Black box function, Computer experiment, Computer simulator, Multivariate Gaussian process, Statistics, Statistics & Probability
وصف الملف: application/pdf
URL الوصول: https://escholarship.org/uc/item/88z744q5
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2Book
المؤلفون: Rita Fici, GIANLUCA SOTTILE, Luigi Augugliaro
المساهمون: Rita Fici, GIANLUCA SOTTILE, Luigi Augugliaro
مصطلحات موضوعية: Graphical models, multivariate functional data, multivariate Gaussian process, partial separability, sparse inference, Settore SECS-S/01 - Statistica
Relation: info:eu-repo/semantics/altIdentifier/isbn/9788891935618; ispartofbook:SEAS 2023 Book of the Short Papers; SIS 2023 - Statistical Learning, Sustainability and Impact Evaluation; firstpage:1149; lastpage:1154; numberofpages:6; https://hdl.handle.net/10447/603813
الاتاحة: https://hdl.handle.net/10447/603813
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3Academic Journal
المؤلفون: Guhaniyogi, Rajarshi, Banerjee, Sudipto
مصطلحات موضوعية: Bayesian inference, Linear model coregionalization, Multivariate Gaussian process, Point-referenced data, Spatial meta kriging, Spatial stochastic process
وصف الملف: application/pdf
URL الوصول: https://escholarship.org/uc/item/1198466s
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4Academic Journal
المؤلفون: Seong, Dakyung, Cho, Jin Seo, Teräsvirta, Timo
المصدر: Seong , D , Cho , J S & Teräsvirta , T 2022 , ' Comprehensively testing linearity hypothesis using the smooth transition autoregressive model ' , Econometric Reviews , vol. 41 , no. 8 , pp. 966-984 . https://doi.org/10.1080/07474938.2022.2091713
مصطلحات موضوعية: C12, C18, C46, C52, H20, H62, H63, J64, QLR test statistic, STAR model, linearity test, multivariate Gaussian process
وصف الملف: application/pdf
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5
المؤلفون: Stavrou, Photios A., Skoglund, Mikael, 1969
المصدر: Automatica. 123
مصطلحات موضوعية: Causal side information, Estimation, Identification, Linear joint source-channel coding, LQG control, Rate distortion theory, Separation principle, Closed loop control systems, Convex optimization, Decoding, Gaussian distribution, Gaussian noise (electronic), Information retrieval, Linear control systems, Signal encoding, Stochastic systems, Additive Gaussian noise, Causal side informations, Convex optimization problems, Joint source-channel coding, Linear time invariant, Linear time invariant plant, Multivariate Gaussian Process, Optimal communication, Channel coding
وصف الملف: print
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6Conference
مصطلحات موضوعية: Multimodal sensing, Multiple spatial fields, Multivariable, Multivariate, Multivariate Gaussian process, Sensor selection
Relation: 16th IEEE Conference on Industrial Electronics and Applications, ICIEA 2021 p. 1181-1186; http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/180353; vital:15740; https://doi.org/10.1109/ICIEA51954.2021.9516255
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7
المؤلفون: Stavrou, Fotios, Skoglund, Mikael, 1969
المصدر: IEEE Control Systems Letters. 6:331-336
مصطلحات موضوعية: colored noise, Gaussian process, Kalman filtering (KF), semidefinite programming, state space methods, Autoregressive moving average model, Decoding, Electric distortion, Gaussian noise (electronic), Markov processes, Mean square error, MIMO systems, Signal distortion, Signal encoding, White noise, Analytical expressions, First order autoregressive, Gauss-Markov process, Minimization problems, Multi-input multi-output system, Multivariate Gaussian Process, Rate-distortion function, Sufficient statistics, Gaussian distribution
وصف الملف: print
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8Book
المؤلفون: Rita Fici, Gianluca Sottile, Luigi Augugliaro
المساهمون: Rita Fici, Gianluca Sottile, Luigi Augugliaro
مصطلحات موضوعية: Graphical models, multivariate functional data, multivariate Gaussian process, partial separability, sparse inference, Settore SECS-S/01 - Statistica
Relation: info:eu-repo/semantics/altIdentifier/isbn/978-88-6952-170-6; ispartofbook:Proceedings of the Statistics and Data Science Conference; Statistics and Data Science Conference 2023; numberofpages:6; https://hdl.handle.net/10447/602835
الاتاحة: https://hdl.handle.net/10447/602835
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9Report
المؤلفون: Linh Nguyen (10285783), Karthick Thiyagarajan (8722572), Nalika Ulapane (6600089), sarath kodagoda (8725802)
مصطلحات موضوعية: Components, Circuits, Devices and Systems, Signal Processing and Analysis, General Topics for Engineers, Robotics and Control Systems, Communication, Networking and Broadcast Technologies, Computing and Processing, Multimodal sensing, Sensor selection, multivariate, multiple spatial fields, multivariate Gaussian process, multivariable
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10Academic Journal
المؤلفون: Zexun Chen, Bo Wang, Alexander N Gorban
مصطلحات موضوعية: Uncategorized, stat.ML, Multivariate Gaussian process, Multivariate Student-t process, Gaussian process regression, Student-t process regression, Multi-output prediction, Stock investment strategy, Industrial sector, Time series prediction
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11
المؤلفون: Zexun Chen, Jun Fan, Kuo Wang
المصدر: Chen, Z, Fan, J & Wang, K 2023, ' Multivariate Gaussian processes : Definitions, examples and applications ', METRON . https://doi.org/10.1007/s40300-023-00238-3
مصطلحات موضوعية: Statistics and Probability, Gaussian measure, multivariate Gaussian distribution, matrix-variate Gaussian distribution, Brownian motion, Gaussian process, multivariate Gaussian process
وصف الملف: application/pdf
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12Academic Journal
المؤلفون: Qian, Peter Z. G., Wu, Huaiqing, Wu, C. F. Jeff
المصدر: Technometrics, 2008 Aug 01. 50(3), 383-396.
URL الوصول: https://www.jstor.org/stable/25471498
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13
المؤلفون: Alexander N. Gorban, Zexun Chen, Bo Wang
المصدر: Chen, Z, Wang, B & Gorban, A N 2020, ' Multivariate Gaussian and Student-t process regression for multi-output prediction ', Neural Computing and Applications, vol. 32, no. 8, pp. 3005-3028 . https://doi.org/10.1007/s00521-019-04687-8
مصطلحات موضوعية: FOS: Computer and information sciences, 0209 industrial biotechnology, Mathematical optimization, Multivariate statistics, Computer science, Gaussian, Machine Learning (stat.ML), Multivariate normal distribution, Student-t process regression, 02 engineering and technology, multivariate Student-t process, multivariate Gaussian process, symbols.namesake, time series prediction, 020901 industrial engineering & automation, Statistics - Machine Learning, Artificial Intelligence, Kriging, 0502 economics and business, industrial sector, Time series, Gaussian process, 050210 logistics & transportation, stock investment strategy, 05 social sciences, multi-output prediction, Regression analysis, Regression, symbols, Gaussian process regression, Software
وصف الملف: application/pdf
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14Dissertation/ Thesis
المؤلفون: Dong, Yinhuan
المساهمون: Arslan, Tughrul, Yang, Yunjie, Jia, Jiabin
مصطلحات موضوعية: mobile indoor positioning, machine learning-based approaches, Data-driven approaches, global navigation satellite system (GNSS), low penetration of GNSS, location-based services in indoor scenarios, Deep learning, indoor positioning systems, indoor environmental signals, magnetic field, WiFi, magnetometer in smartphones, user trajectory construction, magnetic field-based fingerprinting, detecting magnetic disturbance using unsupervised learning, statistical features from smartphone magnetometer measurements, non-line-of-sight (NLOS), Received Signal Strength (RSS), WiFi Received Signal Strength (RSS), WiFi Round-trip Time (RTT), WiFi fingerprinting, pre-collected WiFi fingerprints, multivariate Gaussian process regression (MGPR), Multimodal Graph Fingerprinting, electromagnetic field (EMF)
وصف الملف: application/pdf
Relation: Y. Dong, T. Arslan, and Y. Yang, “Real-time nlos/los identification for smartphone-based indoor positioning systems using wifi rtt and rss,” IEEE Sensors Journal, vol. 22, no. 6, pp. 5199–5209, 2021; Y. Dong, T. Arslan, and Y. Yang, “Magnetic disturbance detection for smartphonebased indoor positioning systems with unsupervised learning,” IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1–11, 2022; Y. Dong, D. Shi, T. Arslan, and Y. Yang, “Error investigation on wi-fi rtt in commercial consumer devices,” Algorithms, vol. 15, no. 12, p. 464, 2022. (invited; Y. Dong, G. He, T. Arslan, Y. Yang, and Y. Ma, “Crowdsourced indoor positioning with scalable wifi augmentation,” Sensors, vol. 23, no. 8, 2023. (invited); Y. Dong, T. Arslan, Y. Yang, and Y. Ma, “A wifi fingerprint augmentation method for 3-d crowdsourced indoor positioning systems,” in 2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN). IEEE, 2022, pp. 1–8; Y. Dong, T. Arslan, and Y. Yang, “An encoded lstm network model for wifi-based indoor positioning,” in 2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN). IEEE, 2022, pp. 1–6; Y. Dong, T. Arslan, and Y. Yang, “A Multimodal Graph Fingerprinting Method for Indoor Positioning Systems,” in 2023 IEEE 13th International Conference on Indoor Positioning and Indoor Navigation (IPIN). IEEE, 2023, pp. 1–6; https://hdl.handle.net/1842/41451; http://dx.doi.org/10.7488/era/4183
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15
المؤلفون: Herbert K. H. Lee, Tony Pourmohamad
المصدر: Technometrics, vol 62, iss 3
TECHNOMETRICS, vol 62, iss 3مصطلحات موضوعية: Statistics and Probability, Computer simulator, 021103 operations research, Computer science, Applied Mathematics, Statistics & Probability, Statistics, 0211 other engineering and technologies, Constrained optimization, Computer experiment, Black box function, 02 engineering and technology, 01 natural sciences, Multivariate Gaussian process, Task (project management), 010104 statistics & probability, Modeling and Simulation, Black box, 0101 mathematics, Statistical filtering, Algorithm
وصف الملف: application/pdf
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16
المؤلفون: Sudipto Banerjee, Rajarshi Guhaniyogi
المصدر: Guhaniyogi, Rajarshi; & Banerjee, Sudipto. (2018). Multivariate spatial meta kriging. Statistics and Probability Letters. UCLA: Biostatistics. Retrieved from: http://www.escholarship.org/uc/item/1198466s
مصطلحات موضوعية: Statistics and Probability, Multivariate statistics, Bayesian inference, Bayesian probability, Inference, computer.software_genre, 01 natural sciences, Article, 010104 statistics & probability, symbols.namesake, Predictive inference, Kriging, Physical Sciences and Mathematics, Statistics::Methodology, 0101 mathematics, Spatial meta kriging, Gaussian process, Mathematics, Spatial stochastic process, 010102 general mathematics, Linear model, Multivariate Gaussian process, Point-referenced data, Linear model coregionalization, Statistics::Computation, symbols, Data mining, Statistics, Probability and Uncertainty, computer
وصف الملف: application/pdf
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17
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18Academic JournalA multivariate Gaussian process factor analysis model for hand shape during reach-to-grasp movements
المؤلفون: Lucia Castellanos, Vincent Q. Vu, Sagi Perel, Andrew B. Schwartz
مصطلحات موضوعية: Probability, Statistics, Dynamical factor analysis, experiment structure, multivariate Gaussian process, reach-to-grasp, registration, variance decomposition
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19
المؤلفون: O Oyebamiji
مصطلحات موضوعية: Uncategorized, Individual-based models, Multivariate Gaussian process, Biofilms, Flocs, Emulator
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20
المؤلفون: Emilio Porcu, Daira Velandia, Alessandro Fasso, Carlo Gaetan, Moreno Bevilacqua
مصطلحات موضوعية: Statistics and Probability, Multivariate statistics, Mathematical optimization, 010504 meteorology & atmospheric sciences, Covariance function, Covariance mapping, Cross Covariance estimation, Large datasets, Multivariate compactly supported correlation function, Multivariate Gaussian process, Multivariate normal distribution, 01 natural sciences, 010104 statistics & probability, symbols.namesake, Estimation of covariance matrices, Statistics::Methodology, Applied mathematics, 0101 mathematics, Gaussian process, 0105 earth and related environmental sciences, Mathematics, Statistics, Probability and Uncertainty, Random field, Statistics, Covariance, symbols, Probability and Uncertainty, Settore SECS-S/01 - Statistica, Settore SECS-S/02 - Statistica per La Ricerca Sperimentale e Tecnologica
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