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Research article

First published 2026

Few-shot class-incremental fault diagnosis of bearings via pseudo-incremental learning and dual-model complementarity

Rui Yang, Pengfei Zhang, Zhirui Kai [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2025

Intelligent fault diagnosis of bearings based on domain generalization class incremental transfer learning

Qianqian Zhang, Haitao Yan, Zhongwei Lv [...]

Journal of Vibration and Control

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Research article

First published 2026

Incremental deep-learning approach for the optimal design of a class of IPM motor for electric vehicles

P Di Barba, ME Mognaschi, S Wiak

International Journal of Applied Electromagnetics and Mechanics

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Research article

First published 2025

A new collaborative lifelong learning framework based on channel distillation and pseudo-feature replay for class-incremental bearing fault diagnosis

Changqing Shen, Shijun Xie, Juanjuan Shi [...]

Structural Health Monitoring

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Research article

First published 2024-12

IDLIQ: An Incremental Deterministic Finite Automaton Learning Algorithm Through Inverse Queries for Regular Grammar Inference

Farah Haneef, Muddassar A. Sindhu

Big Data

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Research article

First published 2015-3

Incremental RotBoost algorithm: An application for spam filtering

Elham Ghanbari, Hamid Beigy

Intelligent Data Analysis: An International Journal

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Research article

First published 1997-7

Machine Learning Through Data Classification and Reduction

Wojciech Ziarko, Ning Shan

Fundamenta Informaticae

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Research article

First published 2019-2

Middle School Students’ Beliefs About Intelligence and Giftedness

Dongyao Tan, Mike Yough, Ophélie A. Desmet [...]

Journal of Advanced Academics

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Research article

First published 2025-1

Comparative analysis of optimization algorithm-based training algorithms for a few shot continual learning

Rupatai Lichode, Swapnili Karmore

Intelligent Decision Technologies

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Research article

First published 2018-6-11

INNAMP: An incremental neural network architecture with monitor perceptron

Sharad Gupta, Sudip Sanyal

The European Journal on Artificial Intelligence

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