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Asst. Prof. Nantachai Kantanantha, Ph.D.

Education

Ph.D. in Industrial Engineering
Georgia Institute of Technology, United States, 2007

M.S. in Industrial Engineering
Georgia Institute of Technology, United States, 2001

B.Eng. in Industrial Engineering
Chulalongkorn University, Thailand

Expertise

Statistics & Data Analysis

Publications

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2023

Nantachai Kantanantha

Forecasting of Thailand Electricity Load Consumption Using Machine Learning Algorithms Conference

vol. 35, 2023, (Cited by: 0; All Open Access, Gold Open Access).

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Nantachai Kantanantha, Pattarapol Pattaraumpornchai

Machine Learning-Based Price Forecasting for Polypropylene Granules in Thailand Conference

2023, (Cited by: 1; All Open Access, Hybrid Gold Open Access).

Links | BibTeX

2022

Nantachai Kantanantha, Jiaranai Awichanirost

Analyzing and forecasting online tour bookings using Google Analytics metrics Journal Article

In: Journal of Revenue and Pricing Management, vol. 21, no. 3, pp. 354 – 365, 2022, (Cited by: 2).

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K. Chugh, N. Kantanantha

Improving a Recommendation Engine for Traditional Trade Between Wholesalers and Retailers Using Association Rules Conference

vol. 2022-December, 2022, (Cited by: 0).

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2017

Panudet Saengseedam, Nantachai Kantanantha

Spatio-temporal model for crop yield forecasting Journal Article

In: Journal of Applied Statistics, vol. 44, no. 3, pp. 427 – 440, 2017, (Cited by: 7).

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Nantachai Kantanantha, Siriluk Runsewa

Forecasting of electricity demand to reduce the inventory cost of imported coal Conference

2017, (Cited by: 2).

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2016

Onuma Kosanan, Nantachai Kantanantha

A hybrid particle swarm optimization algorithm and support vector machine model for agricultural statistic of Thailand forecasting Conference

vol. 8-10 March 2016, 2016, (Cited by: 0).

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2014

Onuma Kosanan, Nantachai Kantanantha

Thailand’s Para rubber production forecasting comparison Conference

vol. 2210, no. January, 2014, (Cited by: 3).

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Panudet Saengseeedam, Nantachai Kantanantha

Spatial time series forecasts based on Bayesian linear mixed models for rice yields in Thailand Conference

vol. 2210, no. January, 2014, (Cited by: 0).

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2013

Pitsanu Tongkhow, Nantachai Kantanantha

Bayesian models for time series with covariates, trend, seasonality, autoregression and outliers Journal Article

In: Journal of Computer Science, vol. 9, no. 3, pp. 291 – 298, 2013, (Cited by: 3; All Open Access, Hybrid Gold Open Access).

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13 entries « 1 of 2 »

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