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- นันทชัย กานตานันทะ
ผศ. ดร.นันทชัย กานตานันทะ
- 5th Floor of Engineering 4 Bldg., Room 508
- +66-2218-6820
- nantachai.k@chula.ac.th
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
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).
@conference{Kantanantha2023248,
title = {Forecasting of Thailand Electricity Load Consumption Using Machine Learning Algorithms},
author = {Nantachai Kantanantha},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85173555567&doi=10.3233%2fATDE230051&partnerID=40&md5=6bf1eb7465b5582c930f7cd9c6d4d0cf},
doi = {10.3233/ATDE230051},
year = {2023},
date = {2023-01-01},
journal = {Advances in Transdisciplinary Engineering},
volume = {35},
pages = {248 – 257},
note = {Cited by: 0; All Open Access, Gold Open Access},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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).
@conference{Kantanantha202314,
title = {Machine Learning-Based Price Forecasting for Polypropylene Granules in Thailand},
author = {Nantachai Kantanantha and Pattarapol Pattaraumpornchai},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85187556375&doi=10.1145%2f3638209.3638212&partnerID=40&md5=2faf9af0e35be853961b28cc9e961ec1},
doi = {10.1145/3638209.3638212},
year = {2023},
date = {2023-01-01},
journal = {ACM International Conference Proceeding Series},
pages = {14 – 19},
note = {Cited by: 1; All Open Access, Hybrid Gold Open Access},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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).
@article{Kantanantha2022354,
title = {Analyzing and forecasting online tour bookings using Google Analytics metrics},
author = {Nantachai Kantanantha and Jiaranai Awichanirost},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107937951&doi=10.1057%2fs41272-021-00338-7&partnerID=40&md5=df3d1df1f5396b824652d91b89e13eaf},
doi = {10.1057/s41272-021-00338-7},
year = {2022},
date = {2022-01-01},
journal = {Journal of Revenue and Pricing Management},
volume = {21},
number = {3},
pages = {354 – 365},
note = {Cited by: 2},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
K. Chugh, N. Kantanantha
vol. 2022-December, 2022, (Cited by: 0).
@conference{Chugh2022390,
title = {Improving a Recommendation Engine for Traditional Trade Between Wholesalers and Retailers Using Association Rules},
author = {K. Chugh and N. Kantanantha},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85146310030&doi=10.1109%2fIEEM55944.2022.9989947&partnerID=40&md5=df706d02568ad54eaa0a9e296b5ba4bb},
doi = {10.1109/IEEM55944.2022.9989947},
year = {2022},
date = {2022-01-01},
journal = {IEEE International Conference on Industrial Engineering and Engineering Management},
volume = {2022-December},
pages = {390 – 394},
note = {Cited by: 0},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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).
@article{Saengseedam2017427,
title = {Spatio-temporal model for crop yield forecasting},
author = {Panudet Saengseedam and Nantachai Kantanantha},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84964489816&doi=10.1080%2f02664763.2016.1174197&partnerID=40&md5=4df0bb9ecb3d645a6bd1511a61c4cb41},
doi = {10.1080/02664763.2016.1174197},
year = {2017},
date = {2017-01-01},
journal = {Journal of Applied Statistics},
volume = {44},
number = {3},
pages = {427 – 440},
note = {Cited by: 7},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Nantachai Kantanantha, Siriluk Runsewa
Forecasting of electricity demand to reduce the inventory cost of imported coal Conference
2017, (Cited by: 2).
@conference{Kantanantha2017336,
title = {Forecasting of electricity demand to reduce the inventory cost of imported coal},
author = {Nantachai Kantanantha and Siriluk Runsewa},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021448008&doi=10.1109%2fIEA.2017.7939233&partnerID=40&md5=77db5a1755b2ba3bbae5c906324d5a47},
doi = {10.1109/IEA.2017.7939233},
year = {2017},
date = {2017-01-01},
journal = {2017 4th International Conference on Industrial Engineering and Applications, ICIEA 2017},
pages = {336 – 340},
note = {Cited by: 2},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
2016
Onuma Kosanan, Nantachai Kantanantha
vol. 8-10 March 2016, 2016, (Cited by: 0).
@conference{Kosanan20161167,
title = {A hybrid particle swarm optimization algorithm and support vector machine model for agricultural statistic of Thailand forecasting},
author = {Onuma Kosanan and Nantachai Kantanantha},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018390169&partnerID=40&md5=9ca9a5448201ce08da2270ea9b4187b6},
year = {2016},
date = {2016-01-01},
journal = {Proceedings of the International Conference on Industrial Engineering and Operations Management},
volume = {8-10 March 2016},
pages = {1167 – 1178},
note = {Cited by: 0},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
2014
Onuma Kosanan, Nantachai Kantanantha
Thailand’s Para rubber production forecasting comparison Conference
vol. 2210, no. January, 2014, (Cited by: 3).
@conference{Kosanan2014,
title = {Thailand's Para rubber production forecasting comparison},
author = {Onuma Kosanan and Nantachai Kantanantha},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938360201&partnerID=40&md5=162c634d135358a3e61e0b67febd8769},
year = {2014},
date = {2014-01-01},
journal = {Lecture Notes in Engineering and Computer Science},
volume = {2210},
number = {January},
note = {Cited by: 3},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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).
@conference{Saengseeedam2014,
title = {Spatial time series forecasts based on Bayesian linear mixed models for rice yields in Thailand},
author = {Panudet Saengseeedam and Nantachai Kantanantha},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938335342&partnerID=40&md5=7c1e2b05d28cbba22d09dbd18777dbf0},
year = {2014},
date = {2014-01-01},
journal = {Lecture Notes in Engineering and Computer Science},
volume = {2210},
number = {January},
note = {Cited by: 0},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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).
@article{Tongkhow2013291,
title = {Bayesian models for time series with covariates, trend, seasonality, autoregression and outliers},
author = {Pitsanu Tongkhow and Nantachai Kantanantha},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84880109258&doi=10.3844%2fjcssp.2013.291.298&partnerID=40&md5=2612917092dd5c795889a0018f9ea66a},
doi = {10.3844/jcssp.2013.291.298},
year = {2013},
date = {2013-01-01},
journal = {Journal of Computer Science},
volume = {9},
number = {3},
pages = {291 – 298},
note = {Cited by: 3; All Open Access, Hybrid Gold Open Access},
keywords = {},
pubstate = {published},
tppubtype = {article}
}