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Debiased Multiplex Tokenization Using Mamba-Based Pointers for Efficient and Versatile Map-Free Visual Relocalizatio
Author: Wang, Wenshuai; Liu, Hong; Li, Shengquan; Jiang, Peifeng; Che, Dandan; Ding, Runwei
Journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION. 2026; Vol. 8, Issue 3, pp. -. DOI: 10.3390/make8030083
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Differential Equation Ensemble Discovery for Modeling Active Matter Based on Robotic Swarm Dat
Author: Bashkova, Xeniya; Molodtsova, Anastasia; Olekhno, Nikita; Hvatov, Alexander
Journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION. 2026; Vol. 8, Issue 3, pp. -. DOI: 10.3390/make8030072
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SkySeg-Net: Sky Segmentation-Based Row-Terminal Recognition in Trellised Orchard
Author: Gu, Haiyang; Wang, Yong; Liu, Huaiyang; Tian, Tong; Geng, Changxing; Shi, Yun
Journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION. 2026; Vol. 8, Issue 2, pp. -. DOI: 10.3390/make8020046
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Visual Perception and Robust Autonomous Following for Orchard Transportation Robots Based on DeepDIMP-ReI
Author: Shen, Renyuan; Wang, Yong; Liu, Huaiyang; Gu, Haiyang; Geng, Changxing; Shi, Yun
Journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION. 2026; Vol. 8, Issue 2, pp. -. DOI: 10.3390/make8020039
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MBS: A Modality-Balanced Strategy for Multimodal Sample Selectio
Author: Xu, Yuntao; Chen, Bing; Hu, Feng; Liu, Jiawei; Zhao, Changjie; Wu, Hongtao
Journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION. 2026; Vol. 8, Issue 1, pp. -. DOI: 10.3390/make8010017
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Knowledge Bases and Representation Learning Towards Bug Triagin
Author: Wang, Qi; Yan, Weihao; Li, Yanlong; Ge, Yizheng; Liu, Yiwei; Yin, Peng; Tan, Shuai
Journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION. 2025; Vol. 7, Issue 2, pp. -. DOI: 10.3390/make7020057
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Machine Learning Models to Predict Individual Cognitive Load in Collaborative Learning: Combining fNIRS and Eye-Tracking Dat
Author: Chen, Wenli; Lin, Zirou; Zheng, Lishan; Ho, Mei-Yee Mavis; Ali, Farhan; Teo, Wei Peng
Journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION. 2025; Vol. 7, Issue 2, pp. -. DOI: 10.3390/make7020051
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ADTime: Adaptive Multivariate Time Series Forecasting Using LLM
Author: Pei, Jinglei; Zhang, Yang; Liu, Ting; Yang, Jingbin; Wu, Qinghua; Qin, Kang
Journal: MACHINE LEARNING AND KNOWLEDGE EXTRACTION. 2025; Vol. 7, Issue 2, pp. -. DOI: 10.3390/make7020035