Big data decision tree for continuous-valued attributes based on unbalanced cut points. - Shixiang Ma; Junhai Zhai (J. Big Data, 2023)

Rapid and accurate detection of total nitrogen in the different types for soil using laser-induced breakdown spectroscopy combined with transfer learning. - Peng Lin; Changbo Song; Chongshan Yang; Mengjie Zhang 016; Shixiang Ma; Jiangtao Wen; Daming Dong; Yuxing Han 001 (Comput. Electron. Agric., 2024)

Enhanced classification of wheat disease: In-depth analysis of plant volatile organic compounds based on PTR-MS with prior knowledge and convolutional neural network. - Ke Wang; Yueting Wang; Ziyi Liu; Guiyan Yang; Xuejiao Huang; Shixiang Ma; Lianglin Hao; Leizi Jiao; Chunjiang Zhao 001; Daming Dong (Comput. Electron. Agric., 2025)

Multimodal Transformation for Small-Scale 3-D Object Detection in Industrial Scenarios. - Junhua Sun; Shixiang Ma; Jie Zhang 051 (IEEE Trans. Instrum. Meas., 2025)