Lin Lin

According to our database, Lin Lin authored at least 48 papers between 2005 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

GIRMSF-global information reconstruction and multi-scale feature sharpening framework for knowledge graph embedding.

Lin Lin, Shiwei Suo, Song Fu, Lizheng Zu, Sihao Zhang, Yikun Liu

Expert Syst. Appl., 2026

2025

DKAMFormer: Domain Knowledge-Augmented Multiscale Transformer for Remaining Useful Life Prediction of Aeroengine.

Song Fu, Yue Wang, Lin Lin, Minghang Zhao, Lizheng Zu, Yifan Lu, Feng Guo, Shiwei Suo, Yikun Liu, Sihao Zhang, Shisheng Zhong

IEEE CAA J. Autom. Sinica, August, 2025

Differential contrast guidance for aeroengine fault diagnosis with limited data.

Wenhui He, Lin Lin, Song Fu, Changsheng Tong, Lizheng Zu

J. Intell. Manuf., February, 2025

Prototype matching-based meta-learning model for few-shot fault diagnosis of mechanical system.

Lin Lin, Sihao Zhang, Song Fu, Yikun Liu, Shiwei Suo, Guolei Hu

Neurocomputing, 2025

PSTFormer: A novel parallel spatial-temporal transformer for remaining useful life prediction of aeroengine.

Song Fu, Yiming Jia, Lin Lin, Shiwei Suo, Feng Guo, Sihao Zhang, Yikun Liu

Expert Syst. Appl., 2025

Reconstruction method of aircraft wing stress field under limited measurement points via multi-source heterogeneous information fusion.

Lin Lin, Lingyu Yue, Dan Liu, Jinlei Wu, Sihao Zhang, Yikun Liu, Shiwei Suo

Adv. Eng. Informatics, 2025

Collaborative Tree Search for Enhancing Embodied Multi-Agent Collaboration.

Lizheng Zu, Lin Lin, Song Fu, Na Zhao, Pan Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Optimizing Driving Parameters of the Jumbo Drill Efficiently with XGBoost-DRWIACO Framework: Applied to Increase the Feed Speed.

Hao Guo, Lin Lin, Jinlei Wu, Yancheng Lv, Changsheng Tong

Sensors, April, 2024

SRSCL: A strong-relatedness-sequence-based fine-grained collective entity linking method for heterogeneous information networks.

Lizheng Zu, Lin Lin, Jie Liu, Song Fu, Changsheng Tong, Hao Guo

Expert Syst. Appl., March, 2024

Feature-level SMOTE: Augmenting fault samples in learnable feature space for imbalanced fault diagnosis of gas turbines.

Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu

Expert Syst. Appl., March, 2024

MCA-DTCN: A novel dual-task temporal convolutional network with multi-channel attention for first prediction time detection and remaining useful life prediction.

Song Fu, Lin Lin, Yue Wang, Feng Guo, Minghang Zhao, Baihong Zhong, Shisheng Zhong

Reliab. Eng. Syst. Saf., January, 2024

DCSIAN: A novel deep cross-scale interactive attention network for fault diagnosis of aviation hydraulic pumps and generalizable applications.

Song Fu, Limin Zou, Yue Wang, Lin Lin, Yifan Lu, Minghang Zhao, Feng Guo, Shisheng Zhong

Reliab. Eng. Syst. Saf., 2024

SelectE: Multi-scale adaptive selection network for knowledge graph representation learning.

Lizheng Zu, Lin Lin, Song Fu, Feng Guo, Jinlei Wu

Knowl. Based Syst., 2024

HOOST: A novel hyperplane-oriented over-sampling technique for imbalanced fault detection of aero-engines.

Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu

Knowl. Based Syst., 2024

PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks.

Lizheng Zu, Lin Lin, Song Fu, Jie Liu, Shiwei Suo, Wenhui He, Jinlei Wu, Yancheng Lv

Inf. Syst., 2024

Integrating adversarial training strategies into deep autoencoders: A novel aeroengine anomaly detection framework.

Lin Lin, Lizheng Zu, Song Fu, Yikun Liu, Sihao Zhang, Shiwei Suo, Changsheng Tong

Eng. Appl. Artif. Intell., 2024

Channel attention & temporal attention based temporal convolutional network: A dual attention framework for remaining useful life prediction of the aircraft engines.

Lin Lin, Jinlei Wu, Song Fu, Sihao Zhang, Changsheng Tong, Lizheng Zu

Adv. Eng. Informatics, 2024

2023

Using combinatorial optimization to solve entity alignment: An efficient unsupervised model.

Lin Lin, Lizheng Zu, Feng Guo, Song Fu, Yancheng Lv, Hao Guo, Jie Liu

Neurocomputing, November, 2023

Deep attention SMOTE: Data augmentation with a learnable interpolation factor for imbalanced anomaly detection of gas turbines.

Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu

Comput. Ind., October, 2023

CSiamese: a novel semi-supervised anomaly detection framework for gas turbines via reconstruction similarity.

Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu

Neural Comput. Appl., August, 2023

A Self-Attention Integrated Learning Model for Landing Gear Performance Prediction.

Lin Lin, Changsheng Tong, Feng Guo, Song Fu, Yancheng Lv, Wenhui He

Sensors, July, 2023

A novel method for aeroengine performance model reconstruction based on CDAE model.

Lin Lin, Wenhui He, Feng Guo, Song Fu, Changsheng Tong, Lizheng Zu

Adv. Eng. Informatics, April, 2023

Novel aeroengine fault diagnosis method based on feature amplification.

Lin Lin, Wenhui He, Song Fu, Changsheng Tong, Lizheng Zu

Eng. Appl. Artif. Intell., 2023

2022

A Novel Time-Series Memory Auto-Encoder With Sequentially Updated Reconstructions for Remaining Useful Life Prediction.

Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao

IEEE Trans. Neural Networks Learn. Syst., 2022

CAE-WANN: A novel anomaly detection method for gas turbines via search space extension.

Shisheng Zhong, Dan Liu, Lin Lin, Minghang Zhao, Xuyun Fu, Feng Guo

Qual. Reliab. Eng. Int., 2022

Highly imbalanced fault diagnosis of gas turbines via clustering-based downsampling and deep siamese self-attention network.

Dan Liu, Shisheng Zhong, Lin Lin, Minghang Zhao, Xuyun Fu, Xueyun Liu

Adv. Eng. Informatics, 2022

2021

Deep residual LSTM with domain-invariance for remaining useful life prediction across domains.

Song Fu, Yongjian Zhang, Lin Lin, Minghang Zhao, Shi-sheng Zhong

Reliab. Eng. Syst. Saf., 2021

A re-optimized deep auto-encoder for gas turbine unsupervised anomaly detection.

Song Fu, Shisheng Zhong, Lin Lin, Minghang Zhao

Eng. Appl. Artif. Intell., 2021

2020

A similarity model based on reinforcement local maximum connected same destination structure oriented to disordered fusion of knowledge graphs.

Lin Lin, Jie Liu, Yancheng Lv, Feng Guo

Appl. Intell., 2020

2019

Long-term prediction of system degradation with similarity analysis of multivariate patterns.

Shisheng Zhong, Zhixue Tan, Lin Lin

Reliab. Eng. Syst. Saf., 2019

Trans-layer model learning: A hierarchical modeling strategy for real-time reliability evaluation of complex systems.

Zhixue Tan, Shisheng Zhong, Lin Lin

Reliab. Eng. Syst. Saf., 2019

A novel unsupervised anomaly detection for gas turbine using Isolation Forest.

Shisheng Zhong, Song Fu, Lin Lin, Xuyun Fu, Zhiquan Cui, Rui Wang

Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management, 2019

2018

Aeroengine After-Maintenance Performance Prediction Based on Simplified Mixed Takagi - Sugeno Model.

Zhen Li, Shisheng Zhong, Lin Lin

J. Aerosp. Inf. Syst., July, 2018

PGA/MOEAD: a preference-guided evolutionary algorithm for multi-objective decision-making problems with interval-valued fuzzy preferences.

Bin Luo, Lin Lin, Shisheng Zhong

Int. J. Syst. Sci., 2018

Multi-objective decision-making model based on CBM for an aircraft fleet with reliability constraint.

Lin Lin, Bin Luo, Shisheng Zhong

Int. J. Prod. Res., 2018

Aero-Engine Exhaust Gas Temperature Prognostic Model Based on Gated Recurrent Unit Network.

Shisheng Zhong, Zhen Li, Lin Lin, Yongjian Zhang

Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

2017

Genetic algorithm optimized double-reservoir echo state network for multi-regime time series prediction.

Shisheng Zhong, Xiaolong Xie, Lin Lin, Fang Wang

Neurocomputing, 2017

Random forests-based extreme learning machine ensemble for multi-regime time series prediction.

Lin Lin, Fang Wang, Xiaolong Xie, Shisheng Zhong

Expert Syst. Appl., 2017

Development and application of maintenance decision-making support system for aircraft fleet.

Lin Lin, Bin Luo, Shisheng Zhong

Adv. Eng. Softw., 2017

2016

Novel continuous function prediction model using an improved Takagi-Sugeno fuzzy rule and its application based on chaotic time series.

Feng Guo, Lin Lin, Chen Wang

Eng. Appl. Artif. Intell., 2016

An improved correlation-based anomaly detection approach for condition monitoring data of industrial equipment.

Shisheng Zhong, Hui Luo, Lin Lin, Xuyun Fu

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2016

2015

Novel adaptive hybrid rule network based on TS fuzzy rules using an improved quantum-behaved particle swarm optimization.

Lin Lin, Feng Guo, Xiaolong Xie, Bin Luo

Neurocomputing, 2015

Two-layer random forests model for case reuse in case-based reasoning.

Shisheng Zhong, Xiaolong Xie, Lin Lin

Expert Syst. Appl., 2015

Novel informative feature samples extraction model using cell nuclear pore optimization.

Lin Lin, Feng Guo, Xiaolong Xie

Eng. Appl. Artif. Intell., 2015

2014

Process Takagi-Sugeno model: A novel approach for handling continuous input and output functions and its application to time series prediction.

Xiaolong Xie, Lin Lin, Shisheng Zhong

Knowl. Based Syst., 2014

2013

Handling missing values and unmatched features in a CBR system for hydro-generator design.

Xiaolong Xie, Lin Lin, Shisheng Zhong

Comput. Aided Des., 2013

2005

Development of a Web-based collaborative manufacturing system for parallel kinematic machines.

Shisheng Zhong, Yan Zhang, Lin Lin, Wentao Liu, Daizhong Su

Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

Object-oriented distributed workflow management system.

Lin Lin, Shisheng Zhong, Yu Yao

Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005