Representing Hypoexponential Distributions in Continuous Time Bayesian Networks

Manxia Liu; Fabio Stella; Arjen Hommersom; Peter J. F. Lucas

doi:10.1007/978-3-319-91479-4_47

Representing Hypoexponential Distributions in Continuous Time Bayesian Networks

Manxia Liu, Fabio Stella, Arjen Hommersom, Peter J. F. Lucas

Research Line Resilience (part of LIRS program)

Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review

Original language	English
Title of host publication	Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications
Editors	Jesús Medina, Manuel Ojeda-Aciego, José Luis Verdegay, Irina Perfilieva, Bernadette Bouchon-Meunier, Ronald R. Yager
Place of Publication	Cham
Publisher	Springer International Publishing AG
Pages	565-577
Number of pages	13
Volume	855
ISBN (Print)	978-3-319-91479-4
DOIs	https://doi.org/10.1007/978-3-319-91479-4_47
Publication status	Published - 2018
Event	International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems: Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications - Cádiz, Spain Duration: 11 Jun 2018 → 15 Jun 2018 https://link.springer.com/book/10.1007/978-3-319-91473-2

Publication series

Series	Communications in Computer and Information Science
Volume	855

Conference

Conference	International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems
Abbreviated title	IPMU 2018
Country/Territory	Spain
City	Cádiz
Period	11/06/18 → 15/06/18
Internet address	https://link.springer.com/book/10.1007/978-3-319-91473-2

Keywords

Continuous time bayesian networks
Dynamic Bayesian networks
Hidden variable
Memory
Phase-type distribution

Access to Document

10.1007/978-3-319-91479-4_47

Cite this

Liu, M., Stella, F., Hommersom, A., & Lucas, P. J. F. (2018). Representing Hypoexponential Distributions in Continuous Time Bayesian Networks. In J. Medina, M. Ojeda-Aciego, J. L. Verdegay, I. Perfilieva, B. Bouchon-Meunier, & R. R. Yager (Eds.), Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications (Vol. 855, pp. 565-577). Springer International Publishing AG. https://doi.org/10.1007/978-3-319-91479-4_47

Liu, Manxia ; Stella, Fabio ; Hommersom, Arjen et al. / Representing Hypoexponential Distributions in Continuous Time Bayesian Networks. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications. editor / Jesús Medina ; Manuel Ojeda-Aciego ; José Luis Verdegay ; Irina Perfilieva ; Bernadette Bouchon-Meunier ; Ronald R. Yager. Vol. 855 Cham : Springer International Publishing AG, 2018. pp. 565-577 (Communications in Computer and Information Science, Vol. 855).

@inproceedings{e3249aa6323746cf98b23dc571acebb1,

title = "Representing Hypoexponential Distributions in Continuous Time Bayesian Networks",

keywords = "Continuous time bayesian networks, Dynamic Bayesian networks, Hidden variable, Memory, Phase-type distribution",

author = "Manxia Liu and Fabio Stella and Arjen Hommersom and Lucas, {Peter J. F.}",

year = "2018",

doi = "10.1007/978-3-319-91479-4_47",

language = "English",

isbn = "978-3-319-91479-4",

volume = "855",

series = "Communications in Computer and Information Science",

publisher = "Springer International Publishing AG",

pages = "565--577",

editor = "Jes{\'u}s Medina and Manuel Ojeda-Aciego and Verdegay, {Jos{\'e} Luis} and Irina Perfilieva and Bernadette Bouchon-Meunier and Yager, {Ronald R.}",

booktitle = "Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications",

address = "Switzerland",

note = "International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems : Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, IPMU 2018 ; Conference date: 11-06-2018 Through 15-06-2018",

url = "https://link.springer.com/book/10.1007/978-3-319-91473-2",

}

Liu, M, Stella, F, Hommersom, A & Lucas, PJF 2018, Representing Hypoexponential Distributions in Continuous Time Bayesian Networks. in J Medina, M Ojeda-Aciego, JL Verdegay, I Perfilieva, B Bouchon-Meunier & RR Yager (eds), Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications. vol. 855, Springer International Publishing AG, Cham, Communications in Computer and Information Science, vol. 855, pp. 565-577, International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Cádiz, Spain, 11/06/18. https://doi.org/10.1007/978-3-319-91479-4_47

Representing Hypoexponential Distributions in Continuous Time Bayesian Networks. / Liu, Manxia; Stella, Fabio; Hommersom, Arjen et al.
Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications. ed. / Jesús Medina; Manuel Ojeda-Aciego; José Luis Verdegay; Irina Perfilieva; Bernadette Bouchon-Meunier; Ronald R. Yager. Vol. 855 Cham: Springer International Publishing AG, 2018. p. 565-577 (Communications in Computer and Information Science, Vol. 855).

Research output: Chapter in Book/Report/Conference proceeding › Conference Article in proceeding › Academic › peer-review

TY - GEN

T1 - Representing Hypoexponential Distributions in Continuous Time Bayesian Networks

AU - Liu, Manxia

AU - Stella, Fabio

AU - Hommersom, Arjen

AU - Lucas, Peter J. F.

PY - 2018

Y1 - 2018

KW - Continuous time bayesian networks

KW - Dynamic Bayesian networks

KW - Hidden variable

KW - Memory

KW - Phase-type distribution

U2 - 10.1007/978-3-319-91479-4_47

DO - 10.1007/978-3-319-91479-4_47

M3 - Conference Article in proceeding

SN - 978-3-319-91479-4

VL - 855

T3 - Communications in Computer and Information Science

SP - 565

EP - 577

BT - Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications

A2 - Medina, Jesús

A2 - Ojeda-Aciego, Manuel

A2 - Verdegay, José Luis

A2 - Perfilieva, Irina

A2 - Bouchon-Meunier, Bernadette

A2 - Yager, Ronald R.

PB - Springer International Publishing AG

CY - Cham

T2 - International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems

Y2 - 11 June 2018 through 15 June 2018

ER -

Liu M, Stella F, Hommersom A, Lucas PJF. Representing Hypoexponential Distributions in Continuous Time Bayesian Networks. In Medina J, Ojeda-Aciego M, Verdegay JL, Perfilieva I, Bouchon-Meunier B, Yager RR, editors, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications. Vol. 855. Cham: Springer International Publishing AG. 2018. p. 565-577. (Communications in Computer and Information Science, Vol. 855). doi: 10.1007/978-3-319-91479-4_47

Representing Hypoexponential Distributions in Continuous Time Bayesian Networks

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