2006 · Neurocomputing
Extreme learning machine: Theory and applications
13,249 citationsRead
Most cited
269 papers in total2011 · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)
Extreme Learning Machine for Regression and Multiclass Classification
5,550 citationsRead
2005 · IEEE International Joint Conference on Neural Networks (IJCNN)
Extreme learning machine: a new learning scheme of feedforward neural networks
4,084 citationsRead
2006 · IEEE Transactions on Neural Networks
Universal Approximation using Incremental Constructive Feedforward Networks with Random Hidden Nodes
2,614 citationsRead
2006 · IEEE Transactions on Neural Networks
A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks
1,965 citationsRead
2011 · International Journal of Machine Learning and Cybernetics
Extreme learning machines: a survey
1,914 citationsRead
Newest first
269 papers in total2025
- Machine Listening for OSA DiagnosisCHEST Journal · 12 citations
- Electrocardiogram heart rate variability for machine learning diagnosis of obstructive sleep apnoea: A Bayesian meta-analysisSleep And Breathing · 6 citations
2024
- Auditable and Verifiable Federated Learning Based on Blockchain-Enabled DecentralizationIEEE Transactions on Neural Networks and Learning Systems · 39 citations
- Object Detection in Adverse Weather for Autonomous Vehicles Based on Sensor Fusion and Incremental LearningIEEE Transactions on Instrumentation and Measurement · 31 citations
- Artificial intelligence facial recognition of obstructive sleep apnea: a Bayesian meta-analysisSleep And Breathing · 11 citations
- Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brainNeurocomputing · 7 citations
2023
- Predicting pneumonia during hospitalization in flail chest patients using machine learning approachesFrontiers in Surgery · 5 citations
2022
- Real-Time Illegal Parking Detection Algorithm in Urban EnvironmentsIEEE Transactions on Intelligent Transportation Systems · 29 citations
- Efficient joint model learning, segmentation and model updating for visual trackingNeural Networks · 10 citations
- DeeptDCS: Deep Learning-Based Estimation of Currents Induced During Transcranial Direct Current StimulationIEEE Transactions on Biomedical Engineering · 5 citations
2021
- The Chinese consensus for surgical treatment of traumatic rib fractures 2021 (C-STTRF 2021)Chinese Journal of Traumatology · 24 citations
- End-to-end novel visual categories learning via auxiliary self-supervisionNeural Networks · 13 citations
- Dual distance adaptive multiview clusteringNeurocomputing · 7 citations
- Label propagation via local geometry preserving for deep semi-supervised image recognitionNeural Networks · 5 citations
2020
- Learning local discriminative representations via extreme learning machine for machine fault diagnosisNeurocomputing · 36 citations
- Deep and wide feature based extreme learning machine for image classificationNeurocomputing · 33 citations
- R-ELMNet: Regularized extreme learning machine networkNeural Networks · 33 citations
- NOx Measurements in Vehicle Exhaust Using Advanced Deep ELM NetworksIEEE Transactions on Instrumentation and Measurement · 31 citations
- Modeling Historical AIS Data For Vessel Path Prediction: A Comprehensive TreatmentarXiv (Cornell University) · 30 citations
- 3D-printed titanium implant-coated polydopamine for repairing femoral condyle defects in rabbitsJournal of Orthopaedic Surgery and Research · 21 citations
- Clustering via Adaptive and Locality-constrained Graph Learning and Unsupervised ELMNeurocomputing · 12 citations
- Robust Real-time Face Tracking for People Wearing Face MasksInternational Conference on Control, Automation, Robotics and Vision (ICARCV) · 11 citations
- Unsupervised feature learning with sparse Bayesian auto-encoding based extreme learning machineInternational Journal of Machine Learning and Cybernetics · 8 citations
2019
- Manifold Criterion Guided Transfer Learning via Intermediate Domain GenerationIEEE Transactions on Neural Networks and Learning Systems · 114 citations
- Unsupervised feature selection based extreme learning machine for clusteringNeurocomputing · 68 citations
- Learning Representations With Local and Global Geometries Preserved for Machine Fault DiagnosisIEEE Transactions on Industrial Electronics · 40 citations
- Blind Noisy Image Quality Assessment Using Sub-Band KurtosisIEEE Transactions on Cybernetics · 34 citations
- ELM embedded discriminative dictionary learning for image classificationNeural Networks · 26 citations
- Quantitative Analysis of Gas Phase IR Spectra Based on Extreme Learning Machine Regression ModelSensors · 26 citations
- In Vitro Analysis of Antioxidant, Anticancer, and Bioactive Components of Apocynum venetum Tea ExtractsJournal of Food Quality · 20 citations
Research in numbers
From OpenAlex- article141
- conference paper48
- book chapter6
- editorial2
- preprint2
- Neurocomputing35
- IEEE Transactions on Neural Networks13
- Neural Networks10
- IEEE Transactions on Cybernetics8
- IEEE International Joint Conference on Neural Networks (IJCNN)6
- Zhiping Lin23
- P. Saratchandran19
- N. Sundararajan16
- Chenwei Deng13
- Tianchi Liu12
Experience and education
Universities
2024 to 2026Southeast University
2019 to 2025Chongqing University
1998 to 2023Nanyang Technological University
2016RWTH Aachen University
2008National University of Singapore
2005Toronto Metropolitan University
Industry and labs
2026Ministry of Education of the People's Republic of China
2019 to 2025Chongqing Emergency Medical Center
2012 to 2022Chinese Academy of Surveying and Mapping
1999Singapore Institute of Manufacturing Technology