Performance Evaluation of AIC and BIC in Time Series Clustering with Piccolo Method

Hendrawati, Triyani and Wigena, Aji Hamim and Sumertajaya, I Made and Sartono, Bagus (2020) Performance Evaluation of AIC and BIC in Time Series Clustering with Piccolo Method. In: Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia.

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Abstract

Piccolo method use parameters of Autoregressive model tocluster time series data. One set of time series data can produce several model, but only one model is used for clustering. Akaike’s Information Criterion (AIC) or Bayesian information Criterion (BIC) can be used to selection model. But if it i

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 12:54
Last Modified: 17 Apr 2026 12:25
URI: http://eprints.eai.eu/id/eprint/27020

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