Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs

Tales Imbiriba; Gerald Lamountain; Peng Wu; Deniz Erdogmus; Pau Closas

doi:10.1109/CAMSAP45676.2019.9022469

Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs

Tales Imbiriba
, Gerald Lamountain
, Peng Wu
, Deniz Erdogmus
, Pau Closas

Computer Science

College of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	530-534
Number of pages	5
ISBN (Electronic)	9781728155494
DOIs	https://doi.org/10.1109/CAMSAP45676.2019.9022469
State	Published - Dec 2019
Event	8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Le Gosier, Guadeloupe Duration: Dec 15 2019 → Dec 18 2019

Publication series

Name	2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings

Conference

Conference	8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019
Country/Territory	Guadeloupe
City	Le Gosier
Period	12/15/19 → 12/18/19

ASJC Scopus Subject Areas

Control and Optimization
Artificial Intelligence
Computer Networks and Communications

Keywords

change detection
Gaussian Process
Kolmogorov-Smirnov test
uncertain inputs

Access to Document

10.1109/CAMSAP45676.2019.9022469

Cite this

Imbiriba, T., Lamountain, G., Wu, P., Erdogmus, D., & Closas, P. (2019). Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs. In 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings (pp. 530-534). Article 9022469 (2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CAMSAP45676.2019.9022469

Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs. / Imbiriba, Tales; Lamountain, Gerald; Wu, Peng et al.
2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. p. 530-534 9022469 (2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Imbiriba, T, Lamountain, G, Wu, P, Erdogmus, D & Closas, P 2019, Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs. in 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings., 9022469, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 530-534, 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019, Le Gosier, Guadeloupe, 12/15/19. https://doi.org/10.1109/CAMSAP45676.2019.9022469

Imbiriba T, Lamountain G, Wu P, Erdogmus D, Closas P. Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs. In 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. p. 530-534. 9022469. (2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings). doi: 10.1109/CAMSAP45676.2019.9022469

Imbiriba, Tales ; Lamountain, Gerald ; Wu, Peng et al. / Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs. 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 530-534 (2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings).

@inproceedings{f57a312538f449a6bec2c5d4e25b4c4a,

title = "Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs",

keywords = "change detection, Gaussian Process, Kolmogorov-Smirnov test, uncertain inputs",

author = "Tales Imbiriba and Gerald Lamountain and Peng Wu and Deniz Erdogmus and Pau Closas",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 ; Conference date: 15-12-2019 Through 18-12-2019",

year = "2019",

month = dec,

doi = "10.1109/CAMSAP45676.2019.9022469",

language = "English",

series = "2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "530--534",

booktitle = "2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings",

}

TY - GEN

T1 - Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs

AU - Imbiriba, Tales

AU - Lamountain, Gerald

AU - Wu, Peng

AU - Erdogmus, Deniz

AU - Closas, Pau

PY - 2019/12

Y1 - 2019/12

KW - change detection

KW - Gaussian Process

KW - Kolmogorov-Smirnov test

KW - uncertain inputs

UR - https://www.scopus.com/pages/publications/85082384853

UR - https://www.scopus.com/pages/publications/85082384853#tab=citedBy

U2 - 10.1109/CAMSAP45676.2019.9022469

DO - 10.1109/CAMSAP45676.2019.9022469

M3 - Conference contribution

AN - SCOPUS:85082384853

T3 - 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings

SP - 530

EP - 534

BT - 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019

Y2 - 15 December 2019 through 18 December 2019

ER -

Change Detection and Gaussian Process Inference in Piecewise Stationary Environments under Noisy Inputs

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this