Step-wise contrastive representation learning for diagnosing unknown defective categories in planetary gearboxes DOI
Peng Chen, Rundong Zhang, Shuai Fan

et al.

Knowledge-Based Systems, Journal Year: 2024, Volume and Issue: unknown, P. 112863 - 112863

Published: Dec. 1, 2024

Language: Английский

Assessment of Peak Particle Velocity of Blast Vibration using Hybrid Soft Computing Approaches DOI Creative Commons
Haiping Yuan,

Yangyao Zou,

Hengzhe Li

et al.

Journal of Computational Design and Engineering, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 16, 2025

Abstract Blasting vibration is a major adverse effect in rock blasting excavation, and accurately predicting its peak particle velocity (PPV) vital for ensuring engineering safety risk management. This study proposes an innovative IHO-VMD-CatBoost model that integrates variational mode decomposition (VMD) the CatBoost algorithm, with hyperparameters globally optimized using improved hippocampus optimization algorithm (IHO). Compared to existing models, proposed method improves feature extraction from signals significantly enhances prediction accuracy, especially complex geological conditions. Using measured data open-pit mine blasting, extracts key features such as maximum section charge, total horizontal distance, achieving superior performance compared 13 traditional models. It reports root mean square error of 0.28 cm/s, absolute 0.17 index agreement 0.993, variance accounted value 97.28%, demonstrating high degree fit observed data, overall robustness PPV prediction. Additionally, analyses based on SHapley Additive Explanations framework provide insights into nonlinear relationships between factors like distance improving model's interpretability. The demonstrates robustness, stability, applicability various tests, confirming reliability scenarios, offering valuable solution safe mining design.

Language: Английский

Citations

1
Global polynomial synchronization for quaternion-valued T–S fuzzy inertial neural networks via event-triggered control: A polynomial gain method DOI
Jingjing Zhang, Zhouhong Li, Jinde Cao

et al.

Chaos Solitons & Fractals, Journal Year: 2025, Volume and Issue: 196, P. 116403 - 116403

Published: April 15, 2025

Language: Английский

Citations

1
An innovative data-driven AI approach for detecting and isolating faults in gas turbines at power plants DOI
Mohammad Hussein Amiri, Nastaran Mehrabi Hashjin, Maryam Khanian Najafabadi

et al.

Expert Systems with Applications, Journal Year: 2024, Volume and Issue: 263, P. 125497 - 125497

Published: Nov. 19, 2024

Language: Английский

Citations

6
Optimized deep learning model for comprehensive medical image analysis across multiple modalities DOI
Saif Ur Rehman Khan,

Sohaib Asif,

Ming Zhao

et al.

Neurocomputing, Journal Year: 2024, Volume and Issue: 619, P. 129182 - 129182

Published: Dec. 12, 2024

Language: Английский

Citations

6
MobileNetV2 with Spatial Attention module for traffic congestion recognition in surveillance images DOI
Chenxi Lin, Xiaojian Hu, Yunfei Zhan

et al.

Expert Systems with Applications, Journal Year: 2024, Volume and Issue: 255, P. 124701 - 124701

Published: July 6, 2024

Language: Английский

Citations

4
A novel chemical property-based, alignment-free scalable feature extraction method for genomic data clustering DOI
Rajesh Dwivedi, Aruna Tiwari, Neha Bharill

et al.

Computers & Electrical Engineering, Journal Year: 2025, Volume and Issue: 123, P. 110175 - 110175

Published: Feb. 18, 2025

Language: Английский

Citations

0
Integrating convolutional and recurrent neural networks for lung and colon disease detection DOI
Anirudh Singh, Satyam Kumar, Jayesh Gangrade

et al.

Neural Computing and Applications, Journal Year: 2025, Volume and Issue: unknown

Published: March 11, 2025

Language: Английский

Citations

0
Chaotic dynamics of discrete memristor-coupled Sinh map DOI
Mohammad Saeed Feali

Chaos Solitons & Fractals, Journal Year: 2025, Volume and Issue: 196, P. 116480 - 116480

Published: April 19, 2025

Language: Английский

Citations

0
Basketball motion recognition and tracking method based on improved convolutional neural network DOI Creative Commons
Yan Gong

Systems and Soft Computing, Journal Year: 2025, Volume and Issue: 7, P. 200272 - 200272

Published: May 1, 2025

Language: Английский

Citations

0
SiSRS: Signed social recommender system using deep neural network representation learning DOI
Abed Heshmati, Majid Meghdadi, Mohsen Afsharchi

et al.

Expert Systems with Applications, Journal Year: 2024, Volume and Issue: 259, P. 125205 - 125205

Published: Aug. 29, 2024

Language: Английский

Citations

3