harbinger: Harbinger
In harbinger: A Unified Time Series Event Detection Framework
harbinger R Documentation
Harbinger
Description
Base class for time series event detection in the Harbinger framework.
It provides common state handling and helper methods used by anomaly,
change point, and motif detectors. Concrete detectors extend this class
and implement their own fit() and/or detect() S3 methods.
Usage
harbinger()
Details
Internally, this class stores references to the original series, indices of
non-missing observations, and helper structures to restore detection results
in the original series index space. It also exposes utility hooks for
distance computation and outlier post-processing provided by harutils().
Value
A harbinger object that can be extended by detectors.
References
Harbinger documentation: https://cefet-rj-dal.github.io/harbinger
Salles, R., Escobar, L., Baroni, L., Zorrilla, R., Ziviani, A., Kreischer, V., Delicato, F.,
Pires, P. F., Maia, L., Coutinho, R., Assis, L., Ogasawara, E. Harbinger: Um framework para
integração e análise de métodos de detecção de eventos em séries temporais. Anais do
Simpósio Brasileiro de Banco de Dados (SBBD). In: Anais do XXXV Simpósio Brasileiro de
Bancos de Dados. SBC, 28 Sep. 2020. doi:10.5753/sbbd.2020.13626
Examples
# See the specific detector examples for anomalies, change points, and motifs
# at https://cefet-rj-dal.github.io/harbinger
harbinger documentation built on Feb. 11, 2026, 9:06 a.m.
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| harbinger | R Documentation |
Harbinger
Description
Base class for time series event detection in the Harbinger framework.
It provides common state handling and helper methods used by anomaly,
change point, and motif detectors. Concrete detectors extend this class
and implement their own fit() and/or detect() S3 methods.
Usage
harbinger()
Details
Internally, this class stores references to the original series, indices of
non-missing observations, and helper structures to restore detection results
in the original series index space. It also exposes utility hooks for
distance computation and outlier post-processing provided by harutils().
Value
A harbinger object that can be extended by detectors.
References
Harbinger documentation: https://cefet-rj-dal.github.io/harbinger
Salles, R., Escobar, L., Baroni, L., Zorrilla, R., Ziviani, A., Kreischer, V., Delicato, F., Pires, P. F., Maia, L., Coutinho, R., Assis, L., Ogasawara, E. Harbinger: Um framework para integração e análise de métodos de detecção de eventos em séries temporais. Anais do Simpósio Brasileiro de Banco de Dados (SBBD). In: Anais do XXXV Simpósio Brasileiro de Bancos de Dados. SBC, 28 Sep. 2020. doi:10.5753/sbbd.2020.13626
Examples
# See the specific detector examples for anomalies, change points, and motifs
# at https://cefet-rj-dal.github.io/harbinger
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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