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Research article

First published 2026-3

A fine-tuning deep learning framework to palliate data distribution shift effects in rotary machine fault detection

Nima Rezazadeh, Donato Perfetto, Mario de Oliveira [...]

Structural Health Monitoring

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Research article

First published 2023-5

A novel framework to enhance the performance of training distributed deep neural networks

Trung Phan, Phuc Do

Intelligent Data Analysis: An International Journal

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Research article

First published 2024-5

Unsupervised deep learning framework for ultrasonic-based distributed damage detection in concrete: integration of a deep auto-encoder and Isolation Forest for anomaly detection

Vahab Toufigh, Iman Ranjbar

Structural Health Monitoring

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Research article

First published 2024-3

A Deep Learning Framework With Visualisation for Uncovering Students’ Learning Progression and Learning Bottlenecks

Chun Yan Enoch Sit, Siu-Cheung Kong

Journal of Educational Computing Research

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Research article

First published 2026

Robotic test tube rearrangement using combined reinforcement learning and motion planning in a closed loop

Hao Chen, Yu Tang, Weiwei Wan [...]

The International Journal of Robotics Research

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Research article

First published 2024

Federated deep reinforcement learning for mobile robot navigation

S. Shivkumar, J. Amudha, A.A. Nippun Kumaar

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-11

FL-DDQN: A federated double deep Q-learning framework for enhancing irrigation management across family multi-farms environments

Rabaie Benameur, Amine Dahane, Adel Boudiaf [...]

Journal of Ambient Intelligence and Smart Environments

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Research article

First published 2025-06

Automatic Design Framework of Dielectric Elastomer Actuators: Neural Network-Based Real-Time Simulation,Genetic Algorithm-Based Electrode Optimization,and Experimental Verification

Zijian Qin, Jieji Ren, Feifei Chen [...]

Soft Robotics

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Research article

First published 2025

Edge device computing power scheduling and allocation based on adaptive deep model compression

Lei Zhang, Lin Tian, Xiaoyu Yang [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2023-07-02

Novel deep learning approach for DDoS attack using elephant heard optimization algorithm along with a fuzzy classifier for rules learning

J. Caroline Misbha, T. Ajith Bosco Raj, G. Jiji

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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