Hierarchical Interpretable Construction Algorithm for Data Analysis

In low-computation modeling tasks, the Incremental Constructive Algorithm (ICA) shows good performance. However, it relying on horizontal network expansion for model building limits its mapping ability. Thus, it struggles to capture deep feature relations in complex data and can not meet accuracy ne...

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Bibliographic Details

Published in:	2025 30th International Conference on Automation and Computing (ICAC) pp. 1 - 5
Main Authors:	Dai, Wei, Duan, MingZi, Nan, Jing
Format:	Conference Proceeding
Language:	English
Published:	IEEE 27.08.2025
Subjects:	Accuracy Computational efficiency Computational modeling Convergence Data analysis Geometry geometry control strategy Heuristic algorithms hierarchical deep structure Interpretable constructive algorithm Network architecture Prediction algorithms Stacking
Online Access:	Get full text
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