Telecommunications Product Revenue Time-Series Forecasting Using Target Variable Preprocessing Methods

Philippe Anthony C. Bautista; Christian Paul O. Chan Shio; Patricia Angela R. Abu

doi:10.1145/3690771.3690784

Telecommunications Product Revenue Time-Series Forecasting Using Target Variable Preprocessing Methods

Philippe Anthony C. Bautista, Christian Paul O. Chan Shio, Patricia Angela R. Abu

Department of Information Systems and Computer Science

Ateneo de Manila University

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

Original language	English
Title of host publication	ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing
Publisher	Association for Computing Machinery, Inc
Pages	53-61
Number of pages	9
ISBN (Electronic)	9798400710018
DOIs	https://doi.org/10.1145/3690771.3690784
State	Published - Mar 5 2025
Event	6th Asia Conference on Machine Learning and Computing, ACMLC 2024 - Bangkok, Thailand Duration: Jul 26 2024 → Jul 28 2024

Publication series

Name	ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing

Conference

Conference	6th Asia Conference on Machine Learning and Computing, ACMLC 2024
Country/Territory	Thailand
City	Bangkok
Period	7/26/24 → 7/28/24

ASJC Scopus Subject Areas

Computer Science Applications
Computer Vision and Pattern Recognition
Control and Optimization
Artificial Intelligence

Keywords

gated recurring unit
long short-term memory
recurrent neural network
time-series forecasting

Access to Document

10.1145/3690771.3690784

Cite this

Bautista, P. A. C., Chan Shio, C. P. O., & Abu, P. A. R. (2025). Telecommunications Product Revenue Time-Series Forecasting Using Target Variable Preprocessing Methods. In ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing (pp. 53-61). (ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing). Association for Computing Machinery, Inc. https://doi.org/10.1145/3690771.3690784

Telecommunications Product Revenue Time-Series Forecasting Using Target Variable Preprocessing Methods. / Bautista, Philippe Anthony C.; Chan Shio, Christian Paul O.; Abu, Patricia Angela R.
ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing. Association for Computing Machinery, Inc, 2025. p. 53-61 (ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing).

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

Bautista, PAC, Chan Shio, CPO & Abu, PAR 2025, Telecommunications Product Revenue Time-Series Forecasting Using Target Variable Preprocessing Methods. in ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing. ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing, Association for Computing Machinery, Inc, pp. 53-61, 6th Asia Conference on Machine Learning and Computing, ACMLC 2024, Bangkok, Thailand, 7/26/24. https://doi.org/10.1145/3690771.3690784

Bautista PAC, Chan Shio CPO, Abu PAR. Telecommunications Product Revenue Time-Series Forecasting Using Target Variable Preprocessing Methods. In ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing. Association for Computing Machinery, Inc. 2025. p. 53-61. (ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing). doi: 10.1145/3690771.3690784

Bautista, Philippe Anthony C. ; Chan Shio, Christian Paul O. ; Abu, Patricia Angela R. / Telecommunications Product Revenue Time-Series Forecasting Using Target Variable Preprocessing Methods. ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing. Association for Computing Machinery, Inc, 2025. pp. 53-61 (ACMLC 2024 - 2024 6th Asia Conference on Machine Learning and Computing).

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Telecommunications Product Revenue Time-Series Forecasting Using Target Variable Preprocessing Methods

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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