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SCIESCOPUS
Applicability of statistical and machine learning-based regression algorithms in modeling of carbon dioxide emission in experimental pig barns

Basak, Jayanta Kumar; Kim, Na Eun; Shahriar, Shihab Ahmad; Paudel, Bhola; Moon, Byeong Eun; Kim, Hyeon Tae

ArticleIssue Date2022CitationAir Quality, Atmosphere and Health, v.15, no.10, pp 1899 - 1912PublisherSpringer Verlag
SCIESCOPUS
Application of Machine Learning Models for Predicting Methane Concentrations in Pig Barns Using Biophysical Data

Basak, Jayanta Kumar; Paudel, Bhola; Deb, Nibas Chandra; Kang, Dae Yeong; Salam, Mohammed Abdus; Sonet, Sanjay Saha; Kim, Hyeon Tae

ArticleIssue Date2025CitationWater, Air, & Soil Pollution, v.236, no.5PublisherSpringer
SCIESCOPUS
Applications of Artificial Neural Networks and Multiple Linear Regression Algorithms in Modelling of Pig's Body Weight

Basak, Jayanta Kumar; Paudel, Bhola; Deb, Nibas Chandra; Kang, Dae Yeong; Karki, Sijan; Kim, Hyeon Tae

ArticleIssue Date2024CitationIndian Journal of Animal Research, v.58, no.12, pp 2032 - 2039PublisherAgricultural Research Communication Centre
SCOPUSKCI
Assessment of Load on Threshing Bar During Soybean Pod Threshing

Lee, Gun-Ho; Moon, Byeong-Eun; Basak, Jayanta Kumar; Kim, Na-Eun; Paudel, Bhola; Jeon, Seong-Woo; Kook, Junghoo; Kang, Myeong-Yong; Ko, Han Jong; Kim, Hyeon Tae

ArticleIssue Date2023CitationJournal of Biosystems Engineering, v.48, no.4, pp 478 - 486PublisherSpringer Nature
SCIESCOPUSKCI
Classification of strawberry ripeness stages using machine learning algorithms and colour spaces

Karki, Sijan; Basak, Jayanta Kumar; Paudel, Bhola; Deb, Nibas Chandra; Kim, Na-Eun; Kook, Junghoo; Kang, Myeong Yong; Kim, Hyeon Tae

ArticleIssue Date2024CitationHorticulture, Environment, and Biotechnology, v.65, no.2, pp 337 - 354Publisher한국원예학회
SCIESCOPUS
Development and field testing of biodegradable seedling plug-tray cutting mechanism for automated vegetable transplanteropen access

Paudel, Bhola; Basak, Jayanta Kumar; Jeon, Seong Woo; Deb, Nibas Chandra; Karki, Sijan; Kim, Hyeon Tae

ArticleIssue Date2024CitationJournal of Agricultural Engineering, v.55, no.2PublisherPagePress
SCIESCOPUS
Estimation of Energy Balance throughout the Growing-Finishing Stage of Pigs in an Experimental Pig Barnopen access

Deb, Nibas Chandra; Basak, Jayanta Kumar; Paudel, Bhola; Karki, Sijan; Kang, Dae-yeong; Jeon, Seong-woo; Seo, Eun-wan; Kook, Junghoo; Kang, Myeong-yong; Kim, Hyeon-tae

ArticleIssue Date2024CitationAgriculture , v.14, no.6PublisherMDPI AG
SCIESCOPUS
Modeling ammonia concentration in swine building using biophysical data and machine learning algorithms

Basak, Jayanta Kumar; Paudel, Bhola; Deb, Nibas Chandra; Kang, Dae Yeong; Kang, Myeong Yong; Roy, Sujit Kumar; Shahriar, Shihab Ahmad; Kim, Hyeon Tae

ArticleIssue Date2024CitationComputers and Electronics in Agriculture, v.225PublisherElsevier BV
SCIESCOPUS
Non-Destructive Estimation of Fruit Weight of Strawberry Using Machine Learning Modelsopen access

Basak, Jayanta Kumar; Paudel, Bhola; Kim, Na Eun; Deb, Nibas Chandra; Madhavi, Bolappa Gamage Kaushalya; Kim, Hyeon Tae

ArticleIssue Date2022CitationAgronomy, v.12, no.10PublisherMDPI AG
SCIESCOPUS
Peduncle Detection of Ripe Strawberry to Localize Picking Point using DF-Mask R-CNN and Monocular Depthopen access

Tamrakar, Niraj; Paudel, Bhola; Karki, Sijan; Deb, Nibas Chandra; Arulmozhi, Elanchezhian; Kook, Jung Hoo; Kang, Myeong Yong; Kang, Dae Yeong; Ogundele, Oluwasegun Moses; Nakarmi, Bikash, et al.

ArticleIssue Date2025CitationIEEE Access, v.13, pp 73889 - 73902PublisherInstitute of Electrical and Electronics Engineers Inc.
SCIESCOPUS
Prediction of body composition in growing-finishing pigs using ultrasound based back-fat depth approach and machine learning algorithms

Basak, Jayanta Kumar; Paudel, Bhola; Deb, Nibas Chandra; Kang, Dae Yeong; Moon, Byeong Eun; Ahmad Shahriar, Shihab; Kim, Hyeon Tae

ArticleIssue Date2023CitationComputers and Electronics in Agriculture, v.213PublisherElsevier BV
SCIESCOPUS
Prediction of physicochemical properties of strawberry fruits using convolutional neural network-regression models

Basak, Jayanta Kumar; Paudel, Bhola; Kang, Myeong Yong; Karki, Sijan; Sarkar, Tapash Kumar; Tamrakar, Niraj; Moon, Byeong Eun; Kim, Hyeon Tae

ArticleIssue Date2025CitationHorticulture, Environment, and Biotechnology, v.66, no.5, pp 1145 - 1159Publisher한국원예학회
SCIESCOPUS
Prediction of Strawberry Leaf Color Using RGB Mean Values Based on Soil Physicochemical Parameters Using Machine Learning Modelsopen access

Madhavi, Bolappa Gamage Kaushalya; Basak, Jayanta Kumar; Paudel, Bhola; Kim, Na Eun; Choi, Gyeong Mun; Kim, Hyeon Tae

ArticleIssue Date2022CitationAgronomy, v.12, no.5PublisherMDPI AG
SCIESCOPUS
Prediction of Total Soluble Solids and pH of Strawberry Fruits Using RGB, HSV and HSL Colour Spaces and Machine Learning Modelsopen access

Basak, Jayanta Kumar; Madhavi, Bolappa Gamage Kaushalya; Paudel, Bhola; Kim, Na Eun; Kim, Hyeon Tae

ArticleIssue Date2022CitationFoods, v.11, no.14PublisherMDPI AG
SCIESCOPUSKCI
Properties of paper-based biodegradable pots for growing seedlings

Paudel, Bhola; Basak, Jayanta Kumar; Madhavi, Bolappa Gamage Kaushalya; Kim, Na-Eun; Lee, Gun-Ho; Choi, Gyeong-Mun; Choi, Young-Woo; Kim, Hyeon Tae

ArticleIssue Date2022CitationHorticulture, Environment, and Biotechnology, v.63, no.6, pp 793 - 807Publisher한국원예학회
SCIESCOPUS
Strawberry disease detection using transfer learning of deep convolutional neural networks

Karki, Sijan; Basak, Jayanta Kumar; Tamrakar, Niraj; Deb, Nibas Chandra; Paudel, Bhola; Kook, Jung Hoo; Kang, Myeong Yong; Kang, Dae Yeong; Kim, Hyeon Tae

ArticleIssue Date2024CitationScientia Horticulturae, v.332PublisherElsevier BV
SCIESCOPUS
Working speed optimization of the fully automated vegetable seedling transplanteropen access

Paudel, Bhola; Basak, Jayanta Kumar; Jeon, Seong Woo; Lee, Gun Ho; Deb, Nibas Chandra; Karki, Sijan; Kim, Hyeon Tae

ArticleIssue Date2024CitationJournal of Agricultural Engineering, v.55, no.2PublisherPage Press Publications
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