Cargando…

Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection

We propose a definition of entropy for stochastic processes. We provide a reproducing kernel Hilbert space model to estimate entropy from a random sample of realizations of a stochastic process, namely functional data, and introduce two approaches to estimate minimum entropy sets. These sets are rel...

Descripción completa

Detalles Bibliográficos
Autores principales:	Martos, Gabriel, Hernández, Nicolás, Muñoz, Alberto, Moguerza, Javier M.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2018
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512230/ https://www.ncbi.nlm.nih.gov/pubmed/33265131 http://dx.doi.org/10.3390/e20010033

Ejemplares similares

Combining Entropy Measures for Anomaly Detection
por: Muñoz, Alberto, et al.
Publicado: (2018)

Optimization instances for deterministic and stochastic problems on energy efficient investments planning at the building level
por: Cano, Emilio L., et al.
Publicado: (2015)

Stochasticity, Entropy and Neurodegeneration
por: Panegyres, Peter K.
Publicado: (2022)

Anomaly Detection in Paleoclimate Records Using Permutation Entropy
por: Garland, Joshua, et al.
Publicado: (2018)

Stochastic Entropy Solutions for Stochastic Nonlinear Transport Equations
por: Tian, Rongrong, et al.
Publicado: (2018)

Stochastic Entropy Solutions for Stochastic Scalar Balance Laws
por: Wei, Jinlong, et al.
Publicado: (2019)

Stochastic processes and their applications
por: Stanimirovic, Ivan
Publicado: (2019)

Stochastic processes with applications /
por: Bhattacharya, R. N. (Rabindra Nath), 1937-
Publicado: (1990)

Stochastic Processes and Their Applications
por: Itô, Kiyosi, et al.
Publicado: (1986)

Six Sigma with R: Statistical Engineering for Process Improvement
por: Cano, Emilio L, et al.
Publicado: (2012)

Structural Entropy of the Stochastic Block Models
por: Han, Jie, et al.
Publicado: (2022)

Thermal Expansion Anomaly Regulated by Entropy
por: Liu, Zi-Kui, et al.
Publicado: (2014)

Autotuning of Exascale Applications With Anomalies Detection
por: Kimovski, Dragi, et al.
Publicado: (2021)

Stochastic-process limits: an introduction to stochastic-process limits and their application to queues
por: Whitt, Ward
Publicado: (2002)

Anomaly detection in gene expression via stochastic models of gene regulatory networks
por: Kim, Haseong, et al.
Publicado: (2009)

Discrete stochastic processes and applications
por: Collet, Jean-François
Publicado: (2018)

Multidimensional Stochastic Processes as Rough Paths: Theory and Applications
por: Friz, Peter K, et al.
Publicado: (2010)

Modelling and application of stochastic processes
por: Desai, Uday
Publicado: (1986)

Conference on Stochastic Processes and Applications
por: Institute of Mathematical Sciences. Madras
Publicado: (1982)

An introduction to stochastic processes and their applications
por: Todorovic, Petar
Publicado: (1992)

Stochastic processes with applications to finance
por: Kijima, Masaaki
Publicado: (2016)

Rate of Entropy Production in Stochastic Mechanical Systems
por: Chirikjian, Gregory S.
Publicado: (2021)

Ward identities and chiral anomalies in stochastic quantization
por: Gavela-Legazpi, Maria Belen, et al.
Publicado: (1986)

Entropy measures, maximum entropy principle, and emerging applications /
Publicado: (2003)

An Entropy-Based Approach for Anomaly Detection in Activities of Daily Living in the Presence of a Visitor
por: Howedi, Aadel, et al.
Publicado: (2020)

Entropy-based dynamic graph embedding for anomaly detection on multiple climate time series
por: Li, Gen, et al.
Publicado: (2021)

Magnetic Anomaly Detection Based on a Compound Tri-Stable Stochastic Resonance System
por: Huang, Jinbo, et al.
Publicado: (2023)

Stochastic-Aware Conformance Checking: An Entropy-Based Approach
por: Leemans, Sander J. J., et al.
Publicado: (2020)

Stochastic Hydrodynamics of Complex Fluids: Discretisation and Entropy Production
por: Cates, Michael E., et al.
Publicado: (2022)

Stochastic processes: from applications to theory
por: Del Moral, Pierre, et al.
Publicado: (2017)

Theory and statistical applications of stochastic processes
por: Mishura, Yuliya, et al.
Publicado: (2017)

An introduction to stochastic processes with applications to biology
por: Allen, Linda J S
Publicado: (2010)

Conference on Probability, Stochastic Processes and Applications
por: Sridhar, R, et al.
Publicado: (1983)

Introduction to probability and stochastic processes with applications
por: Casta&ntilde, Blanco, et al.
Publicado: (2012)

Ward identities and the physical interpretations of anomalies in stochastic quantization
por: Gavela, M B, et al.
Publicado: (1986)

Application-Aware Anomaly Detection of Sensor Measurements in Cyber-Physical Systems
por: Ghafouri, Amin, et al.
Publicado: (2018)

Generalized stochastic processes: modelling and applications of noise processes
por: Schäffler, Stefan
Publicado: (2018)

A Dynamic Anomaly Detection Approach Based on Permutation Entropy for Predicting Aging-Related Failures
por: Wang, Shuguang, et al.
Publicado: (2020)

Anomaly detection in random heterogeneous media: Feynman-Kac formulae, stochastic homogenization and statistical inversion
por: Simon, Martin
Publicado: (2015)

Stochastic Processes in Epidemic Theory
por: Gabriel, Jean-Pierre, et al.
Publicado: (1990)

Cannot write session to /tmp/vufind_sessions/sess_r4blg6ea7bg78lg2dt32nmgug3