Prediction of digestible energy requirement in growing finishing stage of pigs using machine learning models

Authors: Nibas Chandra Deb, Jayanta Kumar Basak, Sijan Karki, Elanchezhian Arulmozhi, Dae Yeong Kang, Niraj Tamrakar, Eun Wan Seo, Junghoo Kook, Myeong Yong Kang, Hyeon Tae Kim

Source: Journal of Agriculture and Food Research, Vol 19, Iss , Pp 101700- (2025)

Subject Terms: Body weight, Digestible energy, Environmental parameters, Machine learning model, Pig, Agriculture (General), S1-972, Nutrition. Foods and food supply, TX341-641

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666154325000717; https://doaj.org/toc/2666-1543

Access URL: https://doaj.org/article/83504d94fcc747e6978003fe2cda220f

Lightweight Improved YOLOv5s-CGhostnet for Detection of Strawberry Maturity Levels and Counting

Authors: Niraj Tamrakar, Sijan Karki, Myeong Yong Kang, Nibas Chandra Deb, Elanchezhian Arulmozhi, Dae Yeong Kang, Junghoo Kook, Hyeon Tae Kim

Source: AgriEngineering, Vol 6, Iss 2, Pp 962-978 (2024)

Subject Terms: CBAM, ghost module, loss function, strawberry, YOLOv5, Agriculture (General), S1-972, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: https://www.mdpi.com/2624-7402/6/2/55; https://doaj.org/toc/2624-7402

Access URL: https://doaj.org/article/be2f2bb7911d4d218aaa96dd9858d030

From Reality to Virtuality: Revolutionizing Livestock Farming Through Digital Twins

Authors: Elanchezhian Arulmozhi, Nibas Chandra Deb, Niraj Tamrakar, Dae Yeong Kang, Myeong Yong Kang, Junghoo Kook, Jayanta Kumar Basak, Hyeon Tae Kim

Source: Agriculture, Vol 14, Iss 12, p 2231 (2024)

Subject Terms: digital twin, livestock management, animal health, precision agriculture, environmental monitoring, supply chain optimization, Agriculture (General), S1-972

File Description: electronic resource

Relation: https://www.mdpi.com/2077-0472/14/12/2231; https://doaj.org/toc/2077-0472

Access URL: https://doaj.org/article/dd62610f85174e66b0ba268c68686182

Prediction of Carbon Dioxide Concentrations in Strawberry Greenhouse by Using Time Series Models

Authors: Seung Hyun Shin, Nibas Chandra Deb, Elanchezhian Arulmozhi, Niraj Tamrakar, Oluwasegun Moses Ogundele, Junghoo Kook, Dae Hyun Kim, Hyeon Tae Kim

Source: Agriculture, Vol 14, Iss 11, p 1895 (2024)

Subject Terms: ARIMA model, carbon dioxide, Prophet Forecasting Model, strawberry, Agriculture (General), S1-972

File Description: electronic resource

Relation: https://www.mdpi.com/2077-0472/14/11/1895; https://doaj.org/toc/2077-0472

Access URL: https://doaj.org/article/51c33927bacb49adaa1b43fb43caaba3

Development and Validation of Low-Cost Indoor Air Quality Monitoring System for Swine Buildings

Authors: Elanchezhian Arulmozhi, Anil Bhujel, Nibas Chandra Deb, Niraj Tamrakar, Myeong Yong Kang, Junghoo Kook, Dae Yeong Kang, Eun Wan Seo, Hyeon Tae Kim

Source: Sensors, Vol 24, Iss 11, p 3468 (2024)

Subject Terms: air quality, Raspberry Pi, IoT, sensor networks, swine building, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/24/11/3468; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/fd0bf57e75a24d4ab56dd7bfdcfa336c

Artificial neural networks and multiple linear regression as potential methods for modelling body surface temperature of pig

Authors: Jayanta Kumar Basak, Frank Gyan Okyere, Elanchezhian Arulmozhi, Jihoon Park, Fawad Khan, Hyeon Tae Kim

Source: Journal of Applied Animal Research, Vol 48, Iss 1, Pp 207-219 (2020)

Subject Terms: ambient environment, artificial neural networks, multiple linear regression, pig’s body temperature, temperature-humidity index (thi), Veterinary medicine, SF600-1100

File Description: electronic resource

Relation: https://doaj.org/toc/0971-2119; https://doaj.org/toc/0974-1844

Access URL: https://doaj.org/article/14aa951e4115446c9dd5755c827d2dce

A Lightweight Attention-Based Convolutional Neural Networks for Tomato Leaf Disease Classification

Authors: Anil Bhujel, Na-Eun Kim, Elanchezhian Arulmozhi, Jayanta Kumar Basak, Hyeon-Tae Kim

Source: Agriculture, Vol 12, Iss 2, p 228 (2022)

Subject Terms: attention module, convolutional neural networks, lightweight network, tomato disease, disease detection, Agriculture (General), S1-972

File Description: electronic resource

Relation: https://www.mdpi.com/2077-0472/12/2/228; https://doaj.org/toc/2077-0472

Access URL: https://doaj.org/article/738d5a87128d4cd4afcfa7b46457f82b

Deep-Learning-Based Automatic Monitoring of Pigs’ Physico-Temporal Activities at Different Greenhouse Gas Concentrations

Authors: Anil Bhujel, Elanchezhian Arulmozhi, Byeong-Eun Moon, Hyeon-Tae Kim

Source: Animals, Vol 11, Iss 11, p 3089 (2021)

Subject Terms: YOLOv4, Faster R-CNN, Deep-SORT, pig posture detection, object tracking, greenhouse gas, Veterinary medicine, SF600-1100, Zoology, QL1-991

File Description: electronic resource

Relation: https://www.mdpi.com/2076-2615/11/11/3089; https://doaj.org/toc/2076-2615

Access URL: https://doaj.org/article/18c0a8c7c95b4c039eb5effc713ae410

The Application of Cameras in Precision Pig Farming: An Overview for Swine-Keeping Professionals

Authors: Elanchezhian Arulmozhi, Anil Bhujel, Byeong-Eun Moon, Hyeon-Tae Kim

Source: Animals, Vol 11, Iss 8, p 2343 (2021)

Subject Terms: early disease detection, pig behavior, precision livestock farming, pig identification, cameras, Veterinary medicine, SF600-1100, Zoology, QL1-991

File Description: electronic resource

Relation: https://www.mdpi.com/2076-2615/11/8/2343; https://doaj.org/toc/2076-2615

Access URL: https://doaj.org/article/460d740c044e4e6aac6dfee3f72fa703

Machine Learning-Based Microclimate Model for Indoor Air Temperature and Relative Humidity Prediction in a Swine Building

Authors: Elanchezhian Arulmozhi, Jayanta Kumar Basak, Thavisack Sihalath, Jaesung Park, Hyeon Tae Kim, Byeong Eun Moon

Source: Animals, Vol 11, Iss 1, p 222 (2021)

Subject Terms: indoor air temperature, indoor relative humidity, swine building microclimate, ML models, smart farming, Veterinary medicine, SF600-1100, Zoology, QL1-991

File Description: electronic resource

Relation: https://www.mdpi.com/2076-2615/11/1/222; https://doaj.org/toc/2076-2615

Access URL: https://doaj.org/article/3624e7599f9f4f6bb9718e5a0fafe6b3

A Partially Amended Hybrid Bi-GRU—ARIMA Model (PAHM) for Predicting Solar Irradiance in Short and Very-Short Terms

Authors: Mustafa Jaihuni, Jayanta Kumar Basak, Fawad Khan, Frank Gyan Okyere, Elanchezhian Arulmozhi, Anil Bhujel, Jihoon Park, Lee Deog Hyun, Hyeon Tae Kim

Source: Energies, Vol 13, Iss 2, p 435 (2020)

Subject Terms: solar irradiance, bi-gru, arima, algorithm, naive decomposition, short and very short terms, computational efficiency, Technology

File Description: electronic resource

Relation: https://www.mdpi.com/1996-1073/13/2/435; https://doaj.org/toc/1996-1073

Access URL: https://doaj.org/article/ca24e2a6d2534974a48260bde334e490