Guang-Bin Huang

205 papers A 1B 25C 12Misc 2Journal 140Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Use of ELMs in Physics-Informed Machine Learning: Estimates on the Generalization Error in Learning ODE Solutions.
J. Sci. Comput.
Enrico Schiassi, Francesco Calabrò, Mario De Florio, Davide Elia De Falco, Guang-Bin Huang
2025 J jnl
Artificial intelligence without restriction surpassing human intelligence with probability one: Theoretical insight into secrets of the brain with AI twins of the brain.
Neurocomputing
Guang-Bin Huang, M. Brandon Westover, Eng-King Tan, Haibo Wang, Dongshun Cui, Wei-Ying Ma, Tiantong Wang, Qi He, Haikun Wei, Ning Wang, Qiyuan Tian, Kwok-Yan Lam, Xin Yao, Tien Yin Wong
2025 J jnl
Auditable and Verifiable Federated Learning Based on Blockchain-Enabled Decentralization.
IEEE Trans. Neural Networks Learn. Syst.
Aditya Pribadi Kalapaaking, Ibrahim Khalil, Xun Yi, Kwok-Yan Lam, Guang-Bin Huang, Ning Wang
2024 J jnl
Artificial Intelligence without Restriction Surpassing Human Intelligence with Probability One: Theoretical Insight into Secrets of the Brain with AI Twins of the Brain.
CoRR
Guang-Bin Huang, M. Brandon Westover, Eng-King Tan, Haibo Wang, Dongshun Cui, Wei-Ying Ma, Tiantong Wang, Qi He, Haikun Wei, Ning Wang, Qiyuan Tian, Kwok-Yan Lam, Xin Yao, Tien Yin Wong
2024 J jnl
Object Detection in Adverse Weather for Autonomous Vehicles Based on Sensor Fusion and Incremental Learning.
IEEE Trans. Instrum. Meas.
Huiping Su, Hongbo Gao, Xinmiao Wang, Xiaozhao Fang, Qingchao Liu, Guang-Bin Huang, Xin Li, Qi Cao
2023 — conf
A Comparative Study on Design and Usability of Cryptographic Libraries.
ACSW
Junwei Luo, Xuechao Yang, Xun Yi, Fengling Han, Iqbal Gondal, Guang-Bin Huang
2023 J jnl
DeeptDCS: Deep Learning-Based Estimation of Currents Induced During Transcranial Direct Current Stimulation.
IEEE Trans. Biomed. Eng.
Xiaofan Jia, Sadeed Bin Sayed, Nahian Ibn Hasan, Luis J. Gomez, Guang-Bin Huang, Abdulkadir C. Yucel
2023 J jnl
DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization.
CoRR
Risab Biswas, Swalpa Kumar Roy, Ning Wang, Umapada Pal, Guang-Bin Huang
2022 B conf
Cascaded Adversarial Learning for Speaker Independent Emotion Recognition.
IJCNN
Chamara Kasun Liyanaarachchi Lekamalage, Zhiping Lin, Guang-Bin Huang, Jagath Chandana Rajapakse
2022 J jnl
DeeptDCS: Deep Learning-Based Estimation of Currents Induced During Transcranial Direct Current Stimulation.
CoRR
Xiaofan Jia, Sadeed Bin Sayed, Nahian Ibn Hasan, Luis J. Gomez, Guang-Bin Huang, Abdulkadir C. Yucel
2022 A conf
Discriminative Adversarial Learning for Speaker Independent Emotion Recognition.
INTERSPEECH
L. L. Chamara Kasun, Chung Soo Ahn, Jagath C. Rajapakse, Zhiping Lin, Guang-Bin Huang
2022 J jnl
Efficient joint model learning, segmentation and model updating for visual tracking.
Neural Networks
Wei Han, Chamara Kasun Liyanaarachchi Lekamalage, Guang-Bin Huang
2022 — conf
Motion Embedding for On-road Motion Object Detection for Intelligent Vehicle Systems.
ITSC
Rongzihan Song, L. L. Chamara Kasun, Xinggan Peng, Zhiping Lin, Qi Cao, Guang-Bin Huang
2022 J jnl
Real-Time Illegal Parking Detection Algorithm in Urban Environments.
IEEE Trans. Intell. Transp. Syst.
Xinggan Peng, Rongzihan Song, Qi Cao, Yue Li, Dongshun Cui, Xiaofan Jia, Zhiping Lin, Guang-Bin Huang
2021 J jnl
Dual distance adaptive multiview clustering.
Neurocomputing
Jichao Chen, Guang-Bin Huang
2021 J jnl
End-to-end novel visual categories learning via auxiliary self-supervision.
Neural Networks
Yuanyuan Qing, Yijie Zeng, Qi Cao, Guang-Bin Huang
2021 J jnl
Label propagation via local geometry preserving for deep semi-supervised image recognition.
Neural Networks
Yuanyuan Qing, Yijie Zeng, Guang-Bin Huang
2021 J jnl
NOx Measurements in Vehicle Exhaust Using Advanced Deep ELM Networks.
IEEE Trans. Instrum. Meas.
Tinghui Ouyang, Chongwu Wang, Zhangjun Yu, Robert Stach, Boris Mizaikoff, Guang-Bin Huang, Qi-Jie Wang
2021 J jnl
Slice-Based Online Convolutional Dictionary Learning.
IEEE Trans. Cybern.
Yijie Zeng, Jichao Chen, Guang-Bin Huang
2020 J jnl
Blind Noisy Image Quality Assessment Using Sub-Band Kurtosis.
IEEE Trans. Cybern.
Chenwei Deng, Shuigen Wang, Alan C. Bovik, Guang-Bin Huang, Baojun Zhao
2020 J jnl
Clustering via Adaptive and Locality-constrained Graph Learning and Unsupervised ELM.
Neurocomputing
Yijie Zeng, Jichao Chen, Yue Li, Yuanyuan Qing, Guang-Bin Huang
2020 J jnl
Deep and wide feature based extreme learning machine for image classification.
Neurocomputing
Yuanyuan Qing, Yijie Zeng, Yue Li, Guang-Bin Huang
2020 J jnl
ELM embedded discriminative dictionary learning for image classification.
Neural Networks
Yijie Zeng, Yue Li, Jichao Chen, Xiaofan Jia, Guang-Bin Huang
2020 J jnl
Learning Representations With Local and Global Geometries Preserved for Machine Fault Diagnosis.
IEEE Trans. Ind. Electron.
Yue Li, Chamara Kasun Liyanaarachchi Lekamalage, Tianchi Liu, Pin-An Chen, Guang-Bin Huang
2020 J jnl
Learning local discriminative representations via extreme learning machine for machine fault diagnosis.
Neurocomputing
Yue Li, Yijie Zeng, Yuanyuan Qing, Guang-Bin Huang
2020 J jnl
Modeling Historical AIS Data For Vessel Path Prediction: A Comprehensive Treatment.
CoRR
Enmei Tu, Guanghao Zhang, Shangbo Mao, Lily Rachmawati, Guang-Bin Huang
2020 J jnl
R-ELMNet: Regularized extreme learning machine network.
Neural Networks
Guanghao Zhang, Yue Li, Dongshun Cui, Shangbo Mao, Guang-Bin Huang
2020 C conf
Robust Real-time Face Tracking for People Wearing Face Masks.
ICARCV
Xinggan Peng, Huiping Zhuang, Guang-Bin Huang, Haizhou Li, Zhiping Lin
2020 J jnl
Simultaneously learning affinity matrix and data representations for machine fault diagnosis.
Neural Networks
Yue Li, Yijie Zeng, Tianchi Liu, Xiaofan Jia, Guang-Bin Huang
2020 J jnl
Special issue on extreme learning machine and deep learning networks.
Neural Comput. Appl.
Zhihong Man, Guang-Bin Huang
2020 J jnl
Unsupervised feature learning with sparse Bayesian auto-encoding based extreme learning machine.
Int. J. Mach. Learn. Cybern.
Guanghao Zhang, Dongshun Cui, Shangbo Mao, Guang-Bin Huang
2020 J jnl
Unsupervised feature selection based extreme learning machine for clustering.
Neurocomputing
Jichao Chen, Yijie Zeng, Yue Li, Guang-Bin Huang
2019 J jnl
Content-Insensitive Blind Image Blurriness Assessment Using Weibull Statistics and Sparse Extreme Learning Machine.
IEEE Trans. Syst. Man Cybern. Syst.
Chenwei Deng, Shuigen Wang, Zhen Li, Guang-Bin Huang, Weisi Lin
2019 J jnl
GenELM: Generative Extreme Learning Machine feature representation.
Neurocomputing
Shichao Zhou, Chenwei Deng, Wenzheng Wang, Guang-Bin Huang, Baojun Zhao
2019 J jnl
Guest Editorial: Special Issue on New Trends in Smart Chips and Smart Hardware.
IEEE Trans. Emerg. Top. Comput. Intell.
Guang-Bin Huang, E. S. Eleftheriou, Dhireesha Kudithipudi, Jonathan Tapson, Hao Yu
2019 J jnl
Learning Algorithms and Signal Processing for Brain-Inspired Computing [From the Guest Editors].
IEEE Signal Process. Mag.
Osvaldo Simeone, Bipin Rajendran, André Grüning, Evangelos Eleftheriou, Mike Davies, Sophie Denève, Guang-Bin Huang
2019 J jnl
Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation.
CoRR
Lei Zhang, Shanshan Wang, Guang-Bin Huang, Wangmeng Zuo, Jian Yang, David Zhang
2019 J jnl
Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation.
IEEE Trans. Neural Networks Learn. Syst.
Lei Zhang, Shanshan Wang, Guang-Bin Huang, Wangmeng Zuo, Jian Yang, David Zhang
2019 J jnl
Quantitative Analysis of Gas Phase IR Spectra Based on Extreme Learning Machine Regression Model.
Sensors
Tinghui Ouyang, Chongwu Wang, Zhangjun Yu, Robert Stach, Boris Mizaikoff, Bo Liedberg, Guang-Bin Huang, Qi-Jie Wang
2019 J jnl
Taste Recognition in E-Tongue Using Local Discriminant Preservation Projection.
IEEE Trans. Cybern.
Lei Zhang, Xuehan Wang, Guang-Bin Huang, Tao Liu, Xiaoheng Tan
2019 B conf
Texture Recognition on Metal Surface using Order-Less Scale Invariant GLAC.
ICTAI
Shangbo Mao, Vidhya Natarajan, Liang-Tien Chia, Guang-Bin Huang
2018 J jnl
An adaptive graph learning method based on dual data representations for clustering.
Pattern Recognit.
Tianchi Liu, Chamara Kasun Liyanaarachchi Lekamalage, Guang-Bin Huang, Zhiping Lin
2018 J jnl
Conditional Random Mapping for Effective ELM Feature Representation.
Cogn. Comput.
Cheng Li, Chenwei Deng, Shichao Zhou, Baojun Zhao, Guang-Bin Huang
2018 Misc conf
Data Driven Convolutional Sparse Coding for Visual Recognition.
ICASSP
Yijie Zeng, Jichao Chen, Guang-Bin Huang
2018 J jnl
ELM based smile detection using Distance Vector.
Pattern Recognit.
Dongshun Cui, Guang-Bin Huang, Tianchi Liu
2018 J jnl
Exploiting AIS Data for Intelligent Maritime Navigation: A Comprehensive Survey From Data to Methodology.
IEEE Trans. Intell. Transp. Syst.
Enmei Tu, Guanghao Zhang, Lily Rachmawati, Eshan Rajabally, Guang-Bin Huang
2018 J jnl
Extreme Learning Machine for Joint Embedding and Clustering.
Neurocomputing
Tianchi Liu, Liyanaarachchi Lekamalage Chamara Kasun, Guang-Bin Huang, Zhiping Lin
2018 J jnl
Generating Word Embeddings from an Extreme Learning Machine for Sentiment Analysis and Sequence Labeling Tasks.
Cogn. Comput.
Paula Lauren, Guangzhi Qu, JuCheng Yang, Paul Watta, Guang-Bin Huang, Amaury Lendasse
2018 J jnl
Hierarchical extreme learning machines.
Neurocomputing
Guang-Bin Huang, Q. M. Jonathan Wu, Donald C. Wunsch II
2018 J jnl
Introduction to the special issue on deep reinforcement learning: An editorial.
Neural Networks
Ron Sun, David Silver, Gerald Tesauro, Guang-Bin Huang
2018 B conf
Octree-based Convolutional Autoencoder Extreme Learning Machine for 3D Shape Classification.
IJCNN
Jichao Chen, Yijie Zeng, Siqi Wang, Soh Ling Min, Guang-Bin Huang
2018 — conf
Sparse Bayesian Learning for Extreme Learning Machine Auto-encoder.
ELM
Guanghao Zhang, Dongshun Cui, Shangbo Mao, Guang-Bin Huang
2017 B conf
A low-dimensional vector representation for words using an extreme learning machine.
IJCNN
Paula Lauren, Guangzhi Qu, Guang-Bin Huang, Paul Watta, Amaury Lendasse
2017 B conf
A theoretical study of the relationship between an ELM network and its subnetworks.
IJCNN
Enmei Tu, Guanghao Zhang, Lily Rachmawati, Eshan Rajabally, Shangbo Mao, Guang-Bin Huang
2017 J jnl
Advances in extreme learning machines (ELM2015).
Neurocomputing
Amaury Lendasse, Chi-Man Vong, Kar-Ann Toh, Yoan Miche, Guang-Bin Huang
2017 — conf
Classification of Foreign Object Debris Using Integrated Visual Features and Extreme Learning Machine.
CCCV (3)
Kai Hu, Dongshun Cui, Yuan Zhang, Chunhong Cao, Fen Xiao, Guang-Bin Huang
2017 Misc conf
Deformable and Occluded Object Tracking via Graph Learning.
DICTA
Wei Han, Guang-Bin Huang, Dongshun Cui
2017 J jnl
Dimension Reduction by Minimum Error Minimax Probability Machine.
IEEE Trans. Syst. Man Cybern. Syst.
Shiji Song, Yanshang Gong, Yuli Zhang, Gao Huang, Guang-Bin Huang
2017 J jnl
Effective visual tracking by pairwise metric learning.
Neurocomputing
Chenwei Deng, Baoxian Wang, Weisi Lin, Guang-Bin Huang, Baojun Zhao
2017 J jnl
Efficient and Rapid Machine Learning Algorithms for Big Data and Dynamic Varying Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Fuchun Sun, Guang-Bin Huang, Q. M. Jonathan Wu, Shiji Song, Donald C. Wunsch II
2017 B conf
Elmnet: Feature learning using extreme learning machines.
ICIP
Dongshun Cui, Guang-Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Guanghao Zhang, Wei Han
2017 B conf
Multi layer multi objective extreme learning machine.
ICIP
Chamara Kasun Liyanaarachchi Lekamalage, Kang Song, Guang-Bin Huang, Dongshun Cui, Ken Liang
2017 J jnl
NMF-Based Image Quality Assessment Using Extreme Learning Machine.
IEEE Trans. Cybern.
Shuigen Wang, Chenwei Deng, Weisi Lin, Guang-Bin Huang, Baojun Zhao
2016 J jnl
A Fast SVD-Hidden-nodes based Extreme Learning Machine for Large-Scale Data Analytics.
Neural Networks
Wan-Yu Deng, Zuo Bai, Guang-Bin Huang, Qing-Hua Zheng
2016 J jnl
A Theoretical Study of The Relationship Between Whole An ELM Network and Its Subnetworks.
CoRR
Enmei Tu, Guanghao Zhang, Lily Rachmawati, Eshan Rajabally, Guang-Bin Huang
2016 J jnl
Advances in extreme learning machines (ELM2014).
Neurocomputing
Amaury Lendasse, Chi-Man Vong, Yoan Miche, Guang-Bin Huang
2016 J jnl
An Automatic Identification System (AIS) Database for Maritime Trajectory Prediction and Data Mining.
CoRR
Shangbo Mao, Enmei Tu, Guanghao Zhang, Lily Rachmawati, Eshan Rajabally, Guang-Bin Huang
2016 J jnl
Dimension Reduction With Extreme Learning Machine.
IEEE Trans. Image Process.
Liyanaarachchi Lekamalage Chamara Kasun, Yan Yang, Guang-Bin Huang, Zhengyou Zhang
2016 J jnl
Driver Distraction Detection Using Semi-Supervised Machine Learning.
IEEE Trans. Intell. Transp. Syst.
Tianchi Liu, Yan Yang, Guang-Bin Huang, Yong Kiang Yeo, Zhiping Lin
2016 J jnl
Exploiting AIS Data for Intelligent Maritime Navigation: A Comprehensive Survey.
CoRR
Enmei Tu, Guanghao Zhang, Lily Rachmawati, Eshan Rajabally, Guang-Bin Huang
2016 J jnl
Extreme Learning Machine for Multilayer Perceptron.
IEEE Trans. Neural Networks Learn. Syst.
Jiexiong Tang, Chenwei Deng, Guang-Bin Huang
2016 J jnl
Fast and Accurate Spatiotemporal Fusion Based Upon Extreme Learning Machine.
IEEE Geosci. Remote. Sens. Lett.
Xun Liu, Chenwei Deng, Shuigen Wang, Guang-Bin Huang, Baojun Zhao, Paula Lauren
2016 J jnl
Fusing audio, visual and textual clues for sentiment analysis from multimodal content.
Neurocomputing
Soujanya Poria, Erik Cambria, Newton Howard, Guang-Bin Huang, Amir Hussain
2016 J jnl
Gradient-based no-reference image blur assessment using extreme learning machine.
Neurocomputing
Shuigen Wang, Chenwei Deng, Baojun Zhao, Guang-Bin Huang, Baoxian Wang
2016 J jnl
Guest editorial: Special issue on Extreme learning machine and applications (I).
Neural Comput. Appl.
Zhihong Man, Guang-Bin Huang
2016 J jnl
Guest editorial: Special issue on Extreme learning machine and applications (II).
Neural Comput. Appl.
Zhihong Man, Guang-Bin Huang
2016 C conf
Investigation on driver stress utilizing ECG signals with on-board navigation systems in use.
ICARCV
Ya Jun Yu, Zhan Yang, Beom-Seok Oh, Yong Kiang Yeo, Qinglai Liu, Guang-Bin Huang, Zhiping Lin
2016 J jnl
Learning Polychronous Neuronal Groups Using Joint Weight-Delay Spike-Timing-Dependent Plasticity.
Neural Comput.
Haoqi Sun, Olga Sourina, Guang-Bin Huang
2016 J jnl
Robust Extreme Learning Machine With its Application to Indoor Positioning.
IEEE Trans. Cybern.
Xiaoxuan Lu, Han Zou, Hongming Zhou, Lihua Xie, Guang-Bin Huang
2016 B conf
Smile detection using Pair-wise Distance Vector and Extreme Learning Machine.
IJCNN
Dongshun Cui, Guang-Bin Huang, Tianchi Liu
2016 B conf
Two-stage structured learning approach for stable occupancy detection.
IJCNN
Tianchi Liu, Yue Li, Zuo Bai, Jaydeep De, Cao Vinh Le, Zhiping Lin, Shih-Hsiang Lin, Guang-Bin Huang, Dongshun Cui
2015 J jnl
Advances in Extreme Learning Machines (ELM2013).
Neurocomputing
Amaury Lendasse, Qing He, Yoan Miché, Guang-Bin Huang
2015 — conf
Cluster Regularized Extreme Learning Machine for Detecting Mixed-Type Distraction in Driving.
ITSC
Tianchi Liu, Yan Yang, Guang-Bin Huang, Zhiping Lin, Felix Klanner, Cornelia Denk, Ralph H. Rasshofer
2015 J jnl
Compressed-Domain Ship Detection on Spaceborne Optical Image Using Deep Neural Network and Extreme Learning Machine.
IEEE Trans. Geosci. Remote. Sens.
Jiexiong Tang, Chenwei Deng, Guang-Bin Huang, Baojun Zhao
2015 B conf
Driver Drowsiness Detection Based on Novel Eye Openness Recognition Method and Unsupervised Feature Learning.
SMC
Wei Han, Yan Yang, Guang-Bin Huang, Olga Sourina, Felix Klanner, Cornelia Denk
2015 C conf
Estimating vigilance from EEG using manifold clustering guided by instantaneous lapse rate.
ICICS
Haoqi Sun, Yan Yang, Olga Sourina, Guang-Bin Huang, Felix Klanner, Cornelia Denk, Ralph H. Rasshofer
2015 J jnl
Extreme learning machines: new trends and applications.
Sci. China Inf. Sci.
Chenwei Deng, Guang-Bin Huang, Jia Xu, Jiexiong Tang
2015 — conf
Generic Object Recognition with Local Receptive Fields Based Extreme Learning Machine.
INNS Conference on Big Data
Zuo Bai, Liyanaarachchi Lekamalage Chamara Kasun, Guang-Bin Huang
2015 B conf
Hierarchical Extreme Learning Machine for unsupervised representation learning.
IJCNN
Wentao Zhu, Jun Miao, Laiyun Qing, Guang-Bin Huang
2015 J jnl
Local Receptive Fields Based Extreme Learning Machine.
IEEE Comput. Intell. Mag.
Guang-Bin Huang, Zuo Bai, Liyanaarachchi Lekamalage Chamara Kasun, Chi-Man Vong
2015 J jnl
Multiple kernel extreme learning machine.
Neurocomputing
Xinwang Liu, Lei Wang, Guang-Bin Huang, Jian Zhang, Jianping Yin
2015 J jnl
New Trends of Learning in Computational Intelligence (Part II) [Guest Editorial].
IEEE Comput. Intell. Mag.
Guang-Bin Huang, Erik Cambria, Kar-Ann Toh, Bernard Widrow, Zongben Xu
2015 J jnl
New Trends of Learning in Computational Intelligence [Guest Editorial].
IEEE Comput. Intell. Mag.
Guang-Bin Huang, Erik Cambria, Kar-Ann Toh, Bernard Widrow, Zongben Xu
2015 B conf
Runtime detection of activated polychronous neuronal group towards its spatiotemporal analysis.
IJCNN
Haoqi Sun, Yan Yang, Olga Sourina, Guang-Bin Huang
2015 J jnl
Stacked Extreme Learning Machines.
IEEE Trans. Cybern.
Hongming Zhou, Guang-Bin Huang, Zhiping Lin, Han Wang, Yeng Chai Soh
2015 J jnl
Towards an intelligent framework for multimodal affective data analysis.
Neural Networks
Soujanya Poria, Erik Cambria, Amir Hussain, Guang-Bin Huang
2015 J jnl
Trends in extreme learning machines: A review.
Neural Networks
Gao Huang, Guang-Bin Huang, Shiji Song, Keyou You
2015 J jnl
What are Extreme Learning Machines? Filling the Gap Between Frank Rosenblatt's Dream and John von Neumann's Puzzle.
Cogn. Comput.
Guang-Bin Huang
2014 B conf
A fast learning algorithm for multi-layer extreme learning machine.
ICIP
Jiexiong Tang, Chenwei Deng, Guang-Bin Huang, Junhui Hou
2014 J jnl
Advances in extreme learning machines (ELM2012).
Neurocomputing
Amaury Lendasse, Qing He, Yoan Miche, Guang-Bin Huang
2014 J jnl
An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels.
Cogn. Comput.
Guang-Bin Huang
2014 J jnl
EmoSenticSpace: A novel framework for affective common-sense reasoning.
Knowl. Based Syst.
Soujanya Poria, Alexander F. Gelbukh, Erik Cambria, Amir Hussain, Guang-Bin Huang
2014 J jnl
Learning to Rank with Extreme Learning Machine.
Neural Process. Lett.
Weiwei Zong, Guang-Bin Huang
2014 — conf
Random feature subspace ensemble based Extreme Learning Machine for liver tumor detection and segmentation.
EMBC
Weimin Huang, Yongzhong Yang, Zhiping Lin, Guang-Bin Huang, Jiayin Zhou, Yuping Duan, Wei Xiong
2014 J jnl
Sentic patterns: Dependency-based rules for concept-level sentiment analysis.
Knowl. Based Syst.
Soujanya Poria, Erik Cambria, Grégoire Winterstein, Guang-Bin Huang
2014 J jnl
Sparse Extreme Learning Machine for Classification.
IEEE Trans. Cybern.
Zuo Bai, Guang-Bin Huang, Danwei Wang, Han Wang, M. Brandon Westover
2013 — conf
A novel NMF-based image quality assessment metric using extreme learning machine.
ChinaSIP
Shuigen Wang, Chenwei Deng, Weisi Lin, Guang-Bin Huang
2013 J jnl
Advances in Extreme Learning Machines (ELM2011).
Neurocomputing
Guang-Bin Huang, Dianhui Wang
2013 J jnl
An extreme learning machine approach for speaker recognition.
Neural Comput. Appl.
Yuan Lan, Zongjiang Hu, Yeng Chai Soh, Guang-Bin Huang
2013 — conf
Computation using mismatch: Neuromorphic extreme learning machines.
BioCAS
Enyi Yao, Shaista Hussain, Arindam Basu, Guang-Bin Huang
2013 J jnl
Dynamic Extreme Learning Machine and Its Approximation Capability.
IEEE Trans. Cybern.
Rui Zhang, Yuan Lan, Guang-Bin Huang, Zongben Xu, Yeng Chai Soh
2013 J jnl
Extreme Learning Machines.
IEEE Intell. Syst.
Erik Cambria, Guang-Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi-Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C. M. Leung, Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, Yoan Miche, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, Xuefeng Yang, Kezhi Mao, Beom-Seok Oh, Je-Hyoung Jeon, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim, Hanchao Yu, Yiqiang Chen, Junfa Liu
2013 — conf
Liver tumor detection and segmentation using kernel-based extreme learning machine.
EMBC
Weimin Huang, Ning Li, Zhiping Lin, Guang-Bin Huang, Weiwei Zong, Jiayin Zhou, Yuping Duan
2013 J jnl
Silicon spiking neurons for hardware implementation of extreme learning machines.
Neurocomputing
Arindam Basu, Sun Shuo, Hongming Zhou, Meng-Hiot Lim, Guang-Bin Huang
2013 C conf
Voting base online sequential extreme learning machine for multi-class classification.
ISCAS
Jiuwen Cao, Zhiping Lin, Guang-Bin Huang
2013 J jnl
Weighted extreme learning machine for imbalance learning.
Neurocomputing
Weiwei Zong, Guang-Bin Huang, Yiqiang Chen
2012 — conf
A semi-automatic approach to the segmentation of liver parenchyma from 3D CT images with Extreme Learning Machine.
EMBC
Weimin Huang, Zu Ming Tan, Zhiping Lin, Guang-Bin Huang, Jiayin Zhou, Chee-Kong Chui, Yi Su, Stephen K. Y. Chang
2012 J jnl
An Intelligent Scoring System and Its Application to Cardiac Arrest Prediction.
IEEE Trans. Inf. Technol. Biomed.
Nan Liu, Zhiping Lin, Jiuwen Cao, Zhixiong Koh, Tongtong Zhang, Guang-Bin Huang, Wee Ser, Marcus Eng Hock Ong
2012 B conf
Credit risk evaluation with extreme learning machine.
SMC
Hongming Zhou, Yuan Lan, Yeng Chai Soh, Guang-Bin Huang, Rui Zhang
2012 — conf
Discrete Wavelet Transform coefficients for emotion recognition from EEG signals.
EMBC
Rendi E. J. Yohanes, Wee Ser, Guang-Bin Huang
2012 J jnl
Editorial.
Soft Comput.
Xi-Zhao Wang, Dianhui Wang, Guang-Bin Huang
2012 C conf
Extreme Learning Machine based fast object recognition.
FUSION
Jiantao Xu, Hongming Zhou, Guang-Bin Huang
2012 J jnl
Extreme Learning Machine for Regression and Multiclass Classification.
IEEE Trans. Syst. Man Cybern. Part B
Guang-Bin Huang, Hongming Zhou, Xiaojian Ding, Rui Zhang
2012 B conf
Extreme learning machines for intrusion detection.
IJCNN
Chi Cheng, Wee Peng Tay, Guang-Bin Huang
2012 — ch.
Fast Construction of Single-Hidden-Layer Feedforward Networks.
Handbook of Natural Computing
Kang Li, Guang-Bin Huang, Shuzhi Sam Ge
2012 J jnl
Global Convergence of Online BP Training With Dynamic Learning Rate.
IEEE Trans. Neural Networks Learn. Syst.
Rui Zhang, Zongben Xu, Guang-Bin Huang, Dianhui Wang
2012 C conf
Large scale wireless indoor localization by clustering and Extreme Learning Machine.
FUSION
Wendong Xiao, Peidong Liu, Wee-Seng Soh, Guang-Bin Huang
2012 — conf
Online Sequential Learning based on Enhanced Extreme Learning Machine using Left or Right Pseudo-inverse.
ICPRAM (1)
Weiwei Zong, Yuan Lan, Guang-Bin Huang
2012 C conf
Receding Horizon Cache and Extreme Learning Machine based Reinforcement Learning.
ICARCV
Zhifei Shao, Meng Joo Er, Guang-Bin Huang
2012 J jnl
Self-Adaptive Evolutionary Extreme Learning Machine.
Neural Process. Lett.
Jiuwen Cao, Zhiping Lin, Guang-Bin Huang
2012 J jnl
Universal Approximation of Extreme Learning Machine With Adaptive Growth of Hidden Nodes.
IEEE Trans. Neural Networks Learn. Syst.
Rui Zhang, Yuan Lan, Guang-Bin Huang, Zongben Xu
2012 J jnl
Voting based extreme learning machine.
Inf. Sci.
Jiuwen Cao, Zhiping Lin, Guang-Bin Huang, Nan Liu
2011 J jnl
Advances in extreme learning machines (ELM2010).
Neurocomputing
Guang-Bin Huang, Dianhui Wang
2011 J jnl
Composite Function Wavelet Neural Networks with Differential Evolution and Extreme Learning Machine.
Neural Process. Lett.
Jiuwen Cao, Zhiping Lin, Guang-Bin Huang
2011 J jnl
Error tolerance based support vector machine for regression.
Neurocomputing
Guoqi Li, Changyun Wen, Guang-Bin Huang, Yan Chen
2011 J jnl
Extended sequential adaptive fuzzy inference system for classification problems.
Evol. Syst.
Hai-Jun Rong, N. Sundararajan, Guang-Bin Huang, Guang-She Zhao
2011 — conf
Extreme Learning Machine with Adaptive Growth of Hidden Nodes and Incremental Updating of Output Weights.
AIS
Rui Zhang, Yuan Lan, Guang-Bin Huang, Yeng Chai Soh
2011 J jnl
Extreme learning machines: a survey.
Int. J. Mach. Learn. Cybern.
Guang-Bin Huang, Dianhui Wang, Yuan Lan
2011 — conf
Face Recognition Based on Kernelized Extreme Learning Machine.
AIS
Weiwei Zong, Hongming Zhou, Guang-Bin Huang, Zhiping Lin
2011 J jnl
Face recognition based on extreme learning machine.
Neurocomputing
Weiwei Zong, Guang-Bin Huang
2011 J jnl
Patient Outcome Prediction with Heart Rate Variability and Vital Signs.
J. Signal Process. Syst.
Nan Liu, Zhiping Lin, Zhixiong Koh, Guang-Bin Huang, Wee Ser, Marcus Eng Hock Ong
2010 J jnl
Composite function wavelet neural networks with extreme learning machine.
Neurocomputing
Jiuwen Cao, Zhiping Lin, Guang-Bin Huang
2010 J jnl
Constructive hidden nodes selection of extreme learning machine for regression.
Neurocomputing
Yuan Lan, Yeng Chai Soh, Guang-Bin Huang
2010 J jnl
Novel Delay-Dependent Robust Stability Analysis for Switched Neutral-Type Neural Networks With Time-Varying Delays via SC Technique.
IEEE Trans. Syst. Man Cybern. Part B
Huaguang Zhang, Zhenwei Liu, Guang-Bin Huang
2010 J jnl
Novel weighting-delay-based stability criteria for recurrent neural networks with time-varying delay.
IEEE Trans. Neural Networks
Huaguang Zhang, Zhenwei Liu, Guang-Bin Huang, Zhanshan Wang
2010 J jnl
Optimization method based extreme learning machine for classification.
Neurocomputing
Guang-Bin Huang, Xiaojian Ding, Hongming Zhou
2010 B conf
Random search enhancement of error minimized extreme learning machine.
ESANN
Yuan Lan, Yeng Chai Soh, Guang-Bin Huang
2010 J jnl
Robust Global Exponential Synchronization of Uncertain Chaotic Delayed Neural Networks via Dual-Stage Impulsive Control.
IEEE Trans. Syst. Man Cybern. Part B
Huaguang Zhang, Tiedong Ma, Guang-Bin Huang, Zhiliang Wang
2010 J jnl
Two-stage extreme learning machine for regression.
Neurocomputing
Yuan Lan, Yeng Chai Soh, Guang-Bin Huang
2009 B conf
A constructive enhancement for Online Sequential Extreme Learning Machine.
IJCNN
Yuan Lan, Yeng Chai Soh, Guang-Bin Huang
2009 J jnl
Ensemble of online sequential extreme learning machine.
Neurocomputing
Yuan Lan, Yeng Chai Soh, Guang-Bin Huang
2009 J jnl
Error Minimized Extreme Learning Machine With Growth of Hidden Nodes and Incremental Learning.
IEEE Trans. Neural Networks
Guorui Feng, Guang-Bin Huang, Qingping Lin, Robert Kheng Leng Gay
2009 J jnl
Online Sequential Fuzzy Extreme Learning Machine for Function Approximation and Classification Problems.
IEEE Trans. Syst. Man Cybern. Part B
Hai-Jun Rong, Guang-Bin Huang, Narasimhan Sundararajan, Paramasivan Saratchandran
2009 J jnl
Systemical convergence rate analysis of convex incremental feedforward neural networks.
Neurocomputing
Lei Chen, Guang-Bin Huang, Hung Keng Pung
2008 J jnl
Enhanced random search based incremental extreme learning machine.
Neurocomputing
Guang-Bin Huang, Lei Chen
2008 B conf
Extreme Learning Machine based bacterial protein subcellular localization prediction.
IJCNN
Yuan Lan, Yeng Chai Soh, Guang-Bin Huang
2008 B conf
Extreme learning machine for multi-categories classification applications.
IJCNN
Hai-Jun Rong, Guang-Bin Huang, Yew-Soon Ong
2008 J jnl
Incremental extreme learning machine with fully complex hidden nodes.
Neurocomputing
Guang-Bin Huang, Ming-Bin Li, Lei Chen, Chee Kheong Siew
2008 — conf
Patient classification based on pre-hospital heart rate variability.
APCCAS
Pavitra Padmanabhan, Zhiping Lin, Guang-Bin Huang, Marcus Eng Hock Ong
2008 J jnl
Reply to "Comments on "The Extreme Learning Machine"".
IEEE Trans. Neural Networks
Guang-Bin Huang
2007 J jnl
Convex incremental extreme learning machine.
Neurocomputing
Guang-Bin Huang, Lei Chen
2007 J jnl
Improved GAP-RBF network for classification problems.
Neurocomputing
Runxuan Zhang, Guang-Bin Huang, N. Sundararajan, P. Saratchandran
2007 J jnl
Multicategory Classification Using An Extreme Learning Machine for Microarray Gene Expression Cancer Diagnosis.
IEEE ACM Trans. Comput. Biol. Bioinform.
Runxuan Zhang, Guang-Bin Huang, N. Sundararajan, P. Saratchandran
2006 J jnl
A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks.
IEEE Trans. Neural Networks
Nanying Liang, Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan
2006 J jnl
A new machine learning paradigm for terrain reconstruction.
IEEE Geosci. Remote. Sens. Lett.
Chee-Wee Thomas Yeu, Meng-Hiot Lim, Guang-Bin Huang, Amit Agarwal, Yew-Soon Ong
2006 J jnl
Can threshold networks be trained directly?
IEEE Trans. Circuits Syst. II Express Briefs
Guang-Bin Huang, Qin-Yu Zhu, Kezhi Mao, Chee Kheong Siew, Paramasivan Saratchandran, Narasimhan Sundararajan
2006 — conf
Channel Equalization Using Complex Extreme Learning Machine with RBF Kernels.
ISNN (2)
Ming-Bin Li, Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan
2006 J jnl
Classification of Mental Tasks from Eeg Signals Using Extreme Learning Machine.
Int. J. Neural Syst.
Nanying Liang, Paramasivan Saratchandran, Guang-Bin Huang, Narasimhan Sundararajan
2006 J jnl
Classifying protein sequences using hydropathy blocks.
Pattern Recognit.
De-Shuang Huang, Xing-Ming Zhao, Guang-Bin Huang, Yiu-ming Cheung
2006 J jnl
Dynamic temperature modeling of continuous annealing furnace using GGAP-RBF neural network.
Neurocomputing
Shaoyuan Li, Qing Chen, Guang-Bin Huang
2006 J jnl
Extreme learning machine: Theory and applications.
Neurocomputing
Guang-Bin Huang, Qin-Yu Zhu, Chee Kheong Siew
2006 B conf
Fuzzy Fault Tolerant Controller for Actuator Failures during Aircraft Autolanding.
FUZZ-IEEE
Hai-Jun Rong, Guang-Bin Huang, Narasimhan Sundararajan, Paramasivan Saratchandran
2006 J jnl
Real-time learning capability of neural networks.
IEEE Trans. Neural Networks
Guang-Bin Huang, Qin-Yu Zhu, Chee Kheong Siew
2006 J jnl
Sequential Adaptive Fuzzy Inference System (SAFIS) for nonlinear system identification and prediction.
Fuzzy Sets Syst.
Hai-Jun Rong, N. Sundararajan, Guang-Bin Huang, P. Saratchandran
2006 C conf
Terrain Modeling Using Machine Learning Methods.
ICARCV
Chee-Wee Thomas Yeu, Meng-Hiot Lim, Guang-Bin Huang
2006 J jnl
Universal approximation using incremental constructive feedforward networks with random hidden nodes.
IEEE Trans. Neural Networks
Guang-Bin Huang, Lei Chen, Chee Kheong Siew
2005 — conf
A New Modified Hybrid Learning Algorithm for Feedforward Neural Networks.
ISNN (1)
Fei Han, Deshuang Huang, Yiu-ming Cheung, Guang-Bin Huang
2005 J jnl
A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation.
IEEE Trans. Neural Networks
Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan
2005 — ed.
Advances in Intelligent Computing, International Conference on Intelligent Computing, ICIC 2005, Hefei, China, August 23-26, 2005, Proceedings, Part I
ICIC (1)
De-Shuang Huang, Xiao-Ping (Steven) Zhang, Guang-Bin Huang
2005 — ed.
Advances in Intelligent Computing, International Conference on Intelligent Computing, ICIC 2005, Hefei, China, August 23-26, 2005, Proceedings, Part II
ICIC (2)
De-Shuang Huang, Xiao-Ping (Steven) Zhang, Guang-Bin Huang
2005 C conf
An Efficient Sequential RBF Network for Gene Expression-Based Multi-category Classification.
CIBCB
Runxuan Zhang, Narasimhan Sundararajan, Guang-Bin Huang, Paramasivan Saratchandran
2005 J jnl
Evolutionary extreme learning machine.
Pattern Recognit.
Qin-Yu Zhu, A. K. Qin, Ponnuthurai N. Suganthan, Guang-Bin Huang
2005 J jnl
Fast Modular network implementation for support vector machines.
IEEE Trans. Neural Networks
Guang-Bin Huang, Ke Zhi Mao, Chee Kheong Siew, De-Shuang Huang
2005 J jnl
Fully complex extreme learning machine.
Neurocomputing
Ming-Bin Li, Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan
2005 — conf
Improvements to the Conventional Layer-by-Layer BP Algorithm.
ICIC (2)
Xu-Qin Li, Fei Han, Tat-Ming Lok, Michael R. Lyu, Guang-Bin Huang
2005 — conf
Methods of Decreasing the Number of Support Vectors via
ICIC (1)
Xiao-Lei Xia, Michael R. Lyu, Tat-Ming Lok, Guang-Bin Huang
2005 J jnl
Neuron selection for RBF neural network classifier based on data structure preserving criterion.
IEEE Trans. Neural Networks
Ke Zhi Mao, Guang-Bin Huang
2005 — conf
On-Line Sequential Extreme Learning Machine.
Computational Intelligence
Guang-Bin Huang, Nanying Liang, Hai-Jun Rong, Paramasivan Saratchandran, Narasimhan Sundararajan
2005 J jnl
Performance Evaluation of GAP-RBF Network in Channel Equalization.
Neural Process. Lett.
Ming-Bin Li, Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan
2005 B conf
Protein sequence classification using extreme learning machine.
IJCNN
Dianhui Wang, Guang-Bin Huang
2005 B conf
Time series study of GGAP-RBF network: predictions of Nasdaq stock and nitrate contamination of drinking water.
IJCNN
Ying Wang, Guang-Bin Huang, P. Saratchandran, Narasimhan Sundararajan
2005 J jnl
Using FCMC, FVS, and PCA techniques for feature extraction of multispectral images.
IEEE Geosci. Remote. Sens. Lett.
Zhan-Li Sun, De-Shuang Huang, Yiu-ming Cheung, Jiming Liu, Guang-Bin Huang
2004 C conf
A fast constructive learning algorithm for single-hidden-layer neural networks.
ICARCV
Qin-Yu Zhu, Guang-Bin Huang, Chee Kheong Siew
2004 C conf
A fast modular implementation for neural networks.
ICARCV
Qin-Yu Zhu, Guang-Bin Huang, Chee Kheong Siew
2004 B conf
An efficient sequential RBF network for bio-medical classification problems.
IJCNN
Runxuan Zhang, Narasimhan Sundararajan, Guang-Bin Huang, P. Saratchandran
2004 J jnl
An efficient sequential learning algorithm for growing and pruning RBF (GAP-RBF) networks.
IEEE Trans. Syst. Man Cybern. Part B
Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan
2004 B conf
Excerpts of research in brain sciences and neural networks in Singapore.
IJCNN
Jagath C. Rajapakse, Dipti Srinivasan, Meng Joo Er, Guang-Bin Huang, Lipo Wang
2004 C conf
Extreme learning machine: RBF network case.
ICARCV
Guang-Bin Huang, Chee Kheong Siew
2004 B conf
Extreme learning machine: a new learning scheme of feedforward neural networks.
IJCNN
Guang-Bin Huang, Qin-Yu Zhu, Chee Kheong Siew
2004 — conf
Furnace Temperature Modeling for Continuous Annealing Process Based on Generalized Growing and Pruning RBF Neural Network.
ISNN (2)
Qing Chen, Shaoyuan Li, Yugeng Xi, Guang-Bin Huang
2003 J jnl
Learning capability and storage capacity of two-hidden-layer feedforward networks.
IEEE Trans. Neural Networks
Guang-Bin Huang
2000 J jnl
Classification ability of single hidden layer feedforward neural networks.
IEEE Trans. Neural Networks Learn. Syst.
Guang-Bin Huang, Yan Qiu Chen, Haroon A. Babri
1998 J jnl
Comments on "Approximation capability in C(R
IEEE Trans. Neural Networks
Guang-Bin Huang, Haroon A. Babri
1998 J jnl
Ordering of Self-Organizing Maps in Multi-Dimensional Cases.
Neural Comput.
Guang-Bin Huang, Haroon A. Babri, Hua-Tian Li
1998 J jnl
Upper bounds on the number of hidden neurons in feedforward networks with arbitrary bounded nonlinear activation functions.
IEEE Trans. Neural Networks
Guang-Bin Huang, Haroon A. Babri