Enhancing Agricultural Price Forecasting Based on Large Language Models: A Textual Representation Approach to Time-Series Data
Research Article Sang-hyeok Choi†, Sang-chun Bark†, Tae-hyeong Kim* Department of Biosystems Engineering, College of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, Republic of Korea Correspondence to Tae-Hyeong Kim, E-mail: taehyeong.kim@snu.ac.kr †These authors equally contributed to this study as first author. Volume 5, Issue 1, Pages 37-45, March 2025.Journal of Agricultural Machinery Engineering 2025, […]
Ice plant growth estimation using object segmentation and time-series data
Research Article Eo-Jin Kim1, Soo-Hyun Cho1, Dae-Hyun Lee1*, Seong-Wook Byun2* 1Department of Agricultural Machinery Engineering, Chungnam National University, Daejeon 34134, Republic of Korea2ASE Co. Ltd., Daegu 42921, Republic of Korea Correspondence to Dae-Hyun Lee, E-mail: leedh7@cnu.ac.kr Volume 5, Issue 1, Pages 25-36, March 2025.Journal of Agricultural Machinery Engineering 2025, 5(1):25-36 https://doi.org/10.12972/jame.2025.5.1.3Received on February 27, 2025, […]
Pose estimation of ripe fruit for strawberry harvesting robot
Research Article Tae-Sin Lee, Seung-Woo Kang, Dae-Hyun Lee* Department of Agricultural Machinery Engineering, Chungnam National University, Daejeon, Republic of Korea Correspondence to Dae-Hyun Lee, E-mail: leedh7@cnu.ac.kr Volume 5, Issue 1, Pages 13-24, March 2025.Journal of Agricultural Machinery Engineering 2025, 5(1):13-24 https://doi.org/10.12972/jame.2025.5.1.2Received on February 27, 2025, Revised on March 31, 2025, Accepted on March 31, 2025, […]
Effect Analysis of Working Depth and Gear Selection for Working Load of a 42 kW-Class Agricultural Tractor during Garlic Harvesting
Research Article Se-O Choi1, Bo-Min Bae1, Min-Seung Kim1, Dae-Wi Jung1, Seung-Gwi Kwon2, Yeon-Soo Kim1* 1Department of Bio-Industrial Machinery Engineering, Pusan National University, Miryang, Republic of Korea2Bulls Co., Ltd, Seongju 40053, Republic of Korea Correspondence to Yeon-Soo Kim, E-mail: yskim23@pusan.ac.kr Volume 5, Issue 1, Pages 1-12, March 2025.Journal of Agricultural Machinery Engineering 2025, 5(1):1-12 https://doi.org/10.12972/jame.2025.5.1.1Received on […]