Multi-label feature selection via label relaxation

Applied Soft Computing, Год журнала: 2025, Номер unknown, С. 113047 - 113047

Опубликована: Март 1, 2025

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SEMI-PHYSICAL SIMULATION RESEARCH ON THE CONTROL SYSTEM OF COMBINE HARVESTER CUTTING TABLE

INMATEH Agricultural Engineering, Год журнала: 2025, Номер unknown, С. 797 - 808

Опубликована: Апрель 29, 2025

To address challenges in developing the rice-wheat harvester cutting platform controller—such as sensitivity to working conditions, long development cycles, and cumbersome performance testing—a semi-physical simulation is designed. Based on functional requirements of platform, Simulink used build a mathematical model controller its I/O hardware model. A hardware-in-the-loop test developed using TC377ECU controller. By integrating Whale Optimization PID algorithm, overshoot reduced by 3.5%, rise time improves 0.303 s compared conventional PID. Testing both real environments shows maximum absolute error 10.58 mm for height correlation coefficient 0.9474. The rotational speed errors reel auger have expectations 0.106 rpm 0.101 rpm, with standard deviations 0.165 0.172 rpm. This validates controller’s feasibility, shortens time, lowers costs.

Язык: Английский

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Fuzzy C-means clustering-based multi-label feature selection via weighted neighborhood mutual information

Information Sciences, Год журнала: 2025, Номер unknown, С. 122389 - 122389

Опубликована: Май 1, 2025

Язык: Английский

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Optimized feature selection in high-dimensional gene expression data using weighted differential gene expression analysis

Applied Soft Computing, Год журнала: 2025, Номер unknown, С. 113329 - 113329

Опубликована: Июнь 1, 2025

Язык: Английский

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