Guang-Bin Huang: search on Z-Library

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1

Extreme Learning Machine for Multilayer Perceptron

Tang, Jiexiong, Deng, Chenwei, Huang, Guang-Bin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 3.53 MB

english, 2015

2

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qin-Yu Zhu, Chee-Kheong Siew

Journal:

Year:

2006

Language:

english

File:

PDF, 446 KB

english, 2006

3

Extreme learning machines: a survey

Guang-Bin Huang, Dian Hui Wang, Yuan Lan

Journal:

International Journal of Machine Learning and Cybernetics

Year:

2011

Language:

english

File:

PDF, 588 KB

english, 2011

4

Stacked Extreme Learning Machines

Zhou, Hongming, Huang, Guang-Bin, Lin, Zhiping, Wang, Han, Soh, Yeng Chai

Journal:

IEEE Transactions on Cybernetics

Year:

2014

Language:

english

File:

PDF, 1.46 MB

english, 2014

5

[Lecture Notes in Computer Science] Advances in Intelligent Computing Volume 3644 || Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning

Huang, De-Shuang, Zhang, Xiao-Ping, Huang, Guang-Bin

Year:

2005

Language:

english

File:

PDF, 454 KB

english, 2005

6

[Lecture Notes in Computer Science] Advances in Intelligent Computing Volume 3644 || Shape Matching and Recognition Base on Genetic Algorithm and Application to Plant Species Identification

Huang, De-Shuang, Zhang, Xiao-Ping, Huang, Guang-Bin

Year:

2005

Language:

english

File:

PDF, 491 KB

english, 2005

7

Adaptive fuzzy fault-tolerant controller for aircraft autolanding under failures

Hai-Jun Rong, Sundararajan, N., Saratchandran, P., Guang-Bin Huang

Journal:

IEEE Transactions on Aerospace and Electronic Systems

Year:

2007

Language:

english

File:

PDF, 3.81 MB

english, 2007

8

Optimization method based extreme learning machine for classification

Guang-Bin Huang, Xiaojian Ding, Hongming Zhou

Journal:

Year:

2010

Language:

english

File:

PDF, 480 KB

english, 2010

9

Weighted extreme learning machine for imbalance learning

Zong, Weiwei, Huang, Guang-Bin, Chen, Yiqiang

Journal:

Year:

2013

Language:

english

File:

PDF, 611 KB

english, 2013

10

[IEEE 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) - Budapest, Hungary (25-29 July 2004)] 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) - Extreme learning machine: a new learning scheme of feedforward neural networks

Guang-Bin Huang,, Qin-Yu Zhu,, Chee-Kheong Siew,

Year:

2004

Language:

english

File:

PDF, 491 KB

english, 2004

11

Self-Adaptive Evolutionary Extreme Learning Machine

Jiuwen Cao, Zhiping Lin, Guang-Bin Huang

Journal:

Neural Processing Letters

Year:

2012

Language:

english

File:

PDF, 299 KB

english, 2012

12

A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks

Liang, Nan-Ying, Huang, Guang-Bin, Saratchandran, P., Sundararajan, N.

Journal:

IEEE Transactions on Neural Networks

Year:

2006

Language:

english

File:

PDF, 674 KB

english, 2006

13

Real-time learning capability of neural networks

Guang-Bin Huang, Qin-Yu Zhu, Chee-Kheong Siew

Journal:

IEEE Transactions on Neural Networks

Year:

2006

Language:

english

File:

PDF, 1.40 MB

english, 2006

14

Exploiting AIS Data for Intelligent Maritime Navigation: A Comprehensive Survey From Data to Methodology

Tu, Enmei, Zhang, Guanghao, Rachmawati, Lily, Rajabally, Eshan, Huang, Guang-Bin

Journal:

IEEE Transactions on Intelligent Transportation Systems

Year:

2017

Language:

english

File:

PDF, 2.33 MB

english, 2017

15

[IEEE 2012 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - San Diego, CA (2012.8.28-2012.9.1)] 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Discrete Wavelet Transform coefficients for emotion recognition from EEG signals

Yohanes, R. E. J., Wee Ser,, Guang-bin Huang,

Year:

2012

Language:

english

File:

PDF, 531 KB

english, 2012

16

[IEEE 2012 IEEE International Conference on Systems, Man and Cybernetics - SMC - Seoul, Korea (South) (2012.10.14-2012.10.17)] 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Credit risk evaluation with extreme learning machine

Zhou, Hongming, Lan, Yuan, Soh, Yeng Chai, Huang, Guang-Bin, Zhang, Rui

Year:

2012

Language:

english

File:

PDF, 140 KB

english, 2012

17

Extreme Learning Machine for Regression and Multiclass Classification

Guang-Bin Huang, Hongming Zhou, Xiaojian Ding, Rui Zhang

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2012

Language:

english

File:

PDF, 1.22 MB

english, 2012

18

An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels

Huang, Guang-Bin

Journal:

Cognitive Computation

Year:

2014

Language:

english

File:

PDF, 791 KB

english, 2014

19

Classification ability of single hidden layer feedforward neural networks

Guang-Bin Huang,, Yan-Qiu Chen,, Babri, H.A.

Journal:

IEEE Transactions on Neural Networks

Year:

2000

Language:

english

File:

PDF, 65 KB

english, 2000

20

What are Extreme Learning Machines? Filling the Gap Between Frank Rosenblatt’s Dream and John von Neumann’s Puzzle

Huang, Guang-Bin

Journal:

Cognitive Computation

Year:

2015

Language:

english

File:

PDF, 1.91 MB

english, 2015

21

ELM based Smile Detection using Distance Vector

Cui, Dongshun, Huang, Guang-Bin, Liu, Tianchi

Journal:

Pattern Recognition

Year:

2018

Language:

english

File:

PDF, 2.90 MB

english, 2018

22

Face recognition based on extreme learning machine

Weiwei Zong, Guang-Bin Huang

Journal:

Year:

2011

Language:

english

File:

PDF, 599 KB

english, 2011

23

Sentic patterns: Dependency-based rules for concept-level sentiment analysis

Poria, Soujanya, Cambria, Erik, Winterstein, Grégoire, Huang, Guang-Bin

Journal:

Knowledge-Based Systems

Year:

2014

Language:

english

File:

PDF, 1.43 MB

english, 2014

24

GenELM: Generative Extreme Learning Machine Feature Representation

Zhou, Shichao, Deng, Chenwei, Wang, Wenzheng, Huang, Guang-Bin, Zhao, Baojun

Journal:

Year:

2019

Language:

english

File:

PDF, 2.25 MB

english, 2019

25

Fusing Audio, Visual and Textual Clues for Sentiment Analysis from Multimodal Content

Poria, Soujanya, Cambria, Erik, Howard, Newton, Huang, Guang-Bin, Hussain, Amir

Journal:

Year:

2015

Language:

english

File:

PDF, 481 KB

english, 2015

26

Convergence theorems for the AOR method

Huang Ting-zhu, Wang Guang-bin

Journal:

Applied Mathematics and Mechanics

Year:

2002

Language:

english

File:

PDF, 186 KB

english, 2002

27

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - A theoretical study of the relationship between an ELM network and its subnetworks

Tu, Enmei, Zhang, Guanghao, Rachmawati, Lily, Rajabally, Eshan, Mao, Shangbo, Huang, Guang-Bin

Year:

2017

Language:

english

File:

PDF, 272 KB

english, 2017

28

Face recognition using total loss function on face database with ID photos

Cui, Dongshun, Zhang, Guanghao, Hu, Kai, Han, Wei, Huang, Guang-Bin

Journal:

Optics & Laser Technology

Year:

2017

Language:

english

File:

PDF, 2.90 MB

english, 2017

29

[IEEE 2017 IEEE International Conference on Image Processing (ICIP) - Beijing, China (2017.9.17-2017.9.20)] 2017 IEEE International Conference on Image Processing (ICIP) - Elmnet: Feature learning using extreme learning machines

Cui, Dongshun, Huang, Guang-Bin, Kasun, L.L. Chamara, Zhang, Guanghao, Han, Wei

Year:

2017

Language:

english

File:

PDF, 637 KB

english, 2017

30

[IEEE 2013 IEEE International Symposium on Circuits and Systems (ISCAS) - Beijing (2013.5.19-2013.5.23)] 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013) - Voting base online sequential extreme learning machine for multi-class classification

Jiuwen Cao,, Zhiping Lin,, Guang-Bin Huang,

Year:

2013

Language:

english

File:

PDF, 369 KB

english, 2013

31

New Trends of Learning in Computational Intelligence (Part II) [Guest Editorial]

Huang, Guang-Bin, Cambria, Erik, Toh, Kar-Ann, Widrow, Bernard, Xu, Zongben

Journal:

IEEE Computational Intelligence Magazine

Year:

2015

Language:

english

File:

PDF, 181 KB

english, 2015

32

Transcriptome Sequencing Reveals the Differentially Expressed lncRNAs and mRNAs Involved in Cryoinjuries in Frozen-Thawed Giant Panda (Ailuropoda melanoleuca) Sperm

Ran, Ming-Xia, Li, Yuan, Zhang, Yan, Liang, Kai, Ren, Ying-Nan, Zhang, Ming, Zhou, Guang-Bin, Zhou, Ying-Min, Wu, Kai, Wang, Cheng-Dong, Huang, Yan, Luo, Bo, Qazi, Izhar, Zhang, He-Min, Zeng, Chang-Ju

Journal:

International Journal of Molecular Sciences

Year:

2018

Language:

english

File:

PDF, 2.00 MB

english, 2018

33

Learning Algorithms and Signal Processing for Brain-Inspired Computing [From the Guest Editors]

Simeone, Osvaldo, Rajendran, Bipin, Gruning, Andre, Eleftheriou, Evangelos S., Davies, Mike, Deneve, Sophie, Huang, Guang-Bin

Journal:

IEEE Signal Processing Magazine

Year:

2019

Language:

english

File:

PDF, 334 KB

english, 2019

34

Global Convergence of Online BP Training With Dynamic Learning Rate

Rui Zhang, Zong-Ben Xu, Guang-Bin Huang, Dianhui Wang

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 615 KB

english, 2012

35

The identification and functional verification of the cinnamate 4-hydroxylase gene from wax apple fruit and its role in lignin biosynthesis during nitric oxide-delayed postharvest cottony softening

Huang, Li-na, Wu, Guang-bin, Zhang, Shen, Kuang, Feng-Yuan, Chen, Fa-he

Journal:

Postharvest Biology and Technology

Year:

2019

Language:

english

File:

PDF, 5.82 MB

english, 2019

36

Towards an intelligent framework for multimodal affective data analysis

Poria, Soujanya, Cambria, Erik, Hussain, Amir, Huang, Guang-Bin

Journal:

Neural Networks

Year:

2015

Language:

english

File:

PDF, 1.39 MB

english, 2015

37

[Lecture Notes in Computer Science] Advances in Intelligent Computing Volume 3645 || Joint Limit Analysis and Elbow Movement Minimization for Redundant Manipulators Using Closed Form Method

Huang, De-Shuang, Zhang, Xiao-Ping, Huang, Guang-Bin

Year:

2005

Language:

english

File:

PDF, 373 KB

english, 2005

38

Learning capability and storage capacity of two-hidden-layer feedforward networks

Guang-Bin Huang

Journal:

IEEE Transactions on Neural Networks

Year:

2003

Language:

english

File:

PDF, 697 KB

english, 2003

39

Multiple kernel extreme learning machine

Liu, Xinwang, Wang, Lei, Huang, Guang-Bin, Zhang, Jian, Yin, Jianping

Journal:

Year:

2015

Language:

english

File:

PDF, 605 KB

english, 2015

40

Fast and Accurate Spatiotemporal Fusion Based Upon Extreme Learning Machine

Liu, Xun, Deng, Chenwei, Wang, Shuigen, Huang, Guang-Bin, Zhao, Baojun, Lauren, Paula

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2016

Language:

english

File:

PDF, 1.76 MB

english, 2016

41

ELM embedded discriminative dictionary learning for image classification

Zeng, Yijie, Li, Yue, Chen, Jichao, Jia, Xiaofan, Huang, Guang-Bin

Journal:

Neural Networks

Year:

2020

Language:

english

File:

PDF, 1.14 MB

english, 2020

42

[Lecture Notes in Computer Science] Advances in Intelligent Computing Volume 3645 || Face Recognition Based on Generalized Canonical Correlation Analysis

Huang, De-Shuang, Zhang, Xiao-Ping, Huang, Guang-Bin

Year:

2005

Language:

english

File:

PDF, 390 KB

english, 2005

43

Sequential Adaptive Fuzzy Inference System (SAFIS) for nonlinear system identification and prediction

Hai-Jun Rong, N. Sundararajan, Guang-Bin Huang, P. Saratchandran

Journal:

Fuzzy Sets and Systems

Year:

2006

Language:

english

File:

PDF, 293 KB

english, 2006

44

Robust Global Exponential Synchronization of Uncertain Chaotic Delayed Neural Networks via Dual-Stage Impulsive Control

Huaguang Zhang, Tiedong Ma, Guang-Bin Huang, Zhiliang Wang

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2010

Language:

english

File:

PDF, 396 KB

english, 2010

45

[IEEE 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Osaka (2013.7.3-2013.7.7)] 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Liver tumor detection and segmentation using kernel-based extreme learning machine

Weimin Huang,, Ning Li,, Ziping Lin,, Guang-Bin Huang,, Weiwei Zong,, Jiayin Zhou,, Yuping Duan,

Year:

2013

Language:

english

File:

PDF, 572 KB

english, 2013

46

[IEEE ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Calgary, AB (2018.4.15-2018.4.20)] 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Data Driven Convolutional Sparse Coding for Visual Recognition

Zeng, Yijie, Chen, Jichao, Huang, Guang-Bin

Year:

2018

File:

PDF, 8 KB

2018

47

The identification and functional verification of the cinnamate 4-hydroxylase gene from wax apple fruit and its role in lignin biosynthesis during nitric oxide-delayed postharvest cottony softening

Huang, Li-na, Wu, Guang-bin, Zhang, Shen, Kuang, Feng-Yuan, Chen, Fa-he

Journal:

Postharvest Biology and Technology

Year:

2019

File:

PDF, 5.82 MB

2019

48

Reply to “Comments on “The Extreme Learning Machine””

Guang-Bin Huang,

Journal:

IEEE Transactions on Neural Networks

Year:

2008

Language:

english

File:

PDF, 80 KB

english, 2008

49

Sparse Extreme Learning Machine for Classification

Bai, Zuo, Huang, Guang-Bin, Wang, Danwei, Wang, Han, Westover, M. Brandon

Journal:

IEEE Transactions on Cybernetics

Year:

2014

Language:

english

File:

PDF, 19.99 MB

english, 2014

50

Local Receptive Fields Based Extreme Learning Machine

Huang, Guang-Bin, Bai, Zuo, Kasun, Liyanaarachchi Lekamalage Chamara, Vong, Chi Man

Journal:

IEEE Computational Intelligence Magazine

Year:

2015

Language:

english

File:

PDF, 5.63 MB

english, 2015

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