Volume 128

Main
Neurocomputing
Volume 128

Neurocomputing

Volume 128

1

Hierarchical extreme learning machine for feedforward neural network

Han, Hong-Gui, Wang, Li-Dan, Qiao, Jun-Fei

Journal:

Year:

2014

Language:

english

File:

PDF, 685 KB

english, 2014

2

An efficient crossover architecture for hardware parallel implementation of genetic algorithm

Faraji, Rasoul, Naji, Hamid Reza

Journal:

Year:

2014

Language:

english

File:

PDF, 1.04 MB

english, 2014

3

A novel ELM based adaptive Kalman filter tracking algorithm

Chi, Jian-Nan, Qian, Chenfei, Zhang, Pengyun, Xiao, Wendong, Xie, Lihua

Journal:

Year:

2014

Language:

english

File:

PDF, 731 KB

english, 2014

4

Breast tumor detection in digital mammography based on extreme learning machine

Wang, Zhiqiong, Yu, Ge, Kang, Yan, Zhao, Yingjie, Qu, Qixun

Journal:

Year:

2014

Language:

english

File:

PDF, 2.98 MB

english, 2014

5

An incremental extreme learning machine for online sequential learning problems

Guo, Lu, Hao, Jing-hua, Liu, Min

Journal:

Year:

2014

Language:

english

File:

PDF, 537 KB

english, 2014

6

Online fault diagnosis method based on Incremental Support Vector Data Description and Extreme Learning Machine with incremental output structure

Yin, Gang, Zhang, Ying-Tang, Li, Zhi-Ning, Ren, Guo-Quan, Fan, Hong-Bo

Journal:

Year:

2014

Language:

english

File:

PDF, 2.17 MB

english, 2014

7

Bankruptcy prediction using Extreme Learning Machine and financial expertise

Yu, Qi, Miche, Yoan, Séverin, Eric, Lendasse, Amaury

Journal:

Year:

2014

Language:

english

File:

PDF, 507 KB

english, 2014

8

Optimizing principal component analysis performance for face recognition using genetic algorithm

Hussein Al-Arashi, Waled, Ibrahim, Haidi, Azmin Suandi, Shahrel

Journal:

Year:

2014

Language:

english

File:

PDF, 543 KB

english, 2014

9

Autonomous intelligent decision-making system based on Bayesian SOM neural network for robot soccer

Chen, Bin, Zhang, An, Cao, Lu

Journal:

Year:

2014

Language:

english

File:

PDF, 4.74 MB

english, 2014

10

Application of BW-ELM model on traffic sign recognition

Sun, Zhan-Li, Wang, Han, Lau, Wai-Shing, Seet, Gerald, Wang, Danwei

Journal:

Year:

2014

Language:

english

File:

PDF, 739 KB

english, 2014

11

Stud krill herd algorithm

Wang, Gai-Ge, Gandomi, Amir H., Alavi, Amir H.

Journal:

Year:

2014

Language:

english

File:

PDF, 662 KB

english, 2014

12

Boosting weighted ELM for imbalanced learning

Li, Kuan, Kong, Xiangfei, Lu, Zhi, Wenyin, Liu, Yin, Jianping

Journal:

Year:

2014

Language:

english

File:

PDF, 559 KB

english, 2014

13

A multi-output two-stage locally regularized model construction method using the extreme learning machine

Du, Dajun, Li, Kang, Li, Xue, Fei, Minrui, Wang, Haikuan

Journal:

Year:

2014

Language:

english

File:

PDF, 565 KB

english, 2014

14

Review and performance comparison of SVM- and ELM-based classifiers

Chorowski, Jan, Wang, Jian, Zurada, Jacek M.

Journal:

Year:

2014

Language:

english

File:

PDF, 1.34 MB

english, 2014

15

Sparse regularization discriminant analysis for face recognition

Yin, Fei, Jiao, L.C., Shang, Fanhua, Xiong, Lin, Wang, Xiaodong

Journal:

Year:

2014

Language:

english

File:

PDF, 1.86 MB

english, 2014

16

Human intention recognition based on eyeball movement pattern and pupil size variation

Jang, Young-Min, Mallipeddi, Rammohan, Lee, Sangil, Kwak, Ho-Wan, Lee, Minho

Journal:

Year:

2014

Language:

english

File:

PDF, 14.10 MB

english, 2014

17

A delay-partitioning projection approach to stability analysis of stochastic Markovian jump neural networks with randomly occurred nonlinearities

Duan, Jianmin, Hu, Manfeng, Yang, Yongqing, Guo, Liuxiao

Journal:

Year:

2014

Language:

english

File:

PDF, 475 KB

english, 2014

18

Clustering in extreme learning machine feature space

He, Qing, Jin, Xin, Du, Changying, Zhuang, Fuzhen, Shi, Zhongzhi

Journal:

Year:

2014

Language:

english

File:

PDF, 578 KB

english, 2014

19

Parallelized extreme learning machine ensemble based on min–max modular network

Wang, Xiao-Lin, Chen, Yang-Yang, Zhao, Hai, Lu, Bao-Liang

Journal:

Year:

2014

Language:

english

File:

PDF, 1.20 MB

english, 2014

20

Constructive multi-output extreme learning machine with application to large tanker motion dynamics identification

Wang, Ning, Han, Min, Dong, Nuo, Er, Meng Joo

Journal:

Year:

2014

Language:

english

File:

PDF, 1.27 MB

english, 2014

21

Neural modeling of vapor compression refrigeration cycle with extreme learning machine

Zhao, Lei, Cai, Wen-Jian, Man, Zhi-Hong

Journal:

Year:

2014

Language:

english

File:

PDF, 1.01 MB

english, 2014

22

Exponential stability of complex-valued neural networks with mixed delays

Xu, Xiaohui, Zhang, Jiye, Shi, Jizhong

Journal:

Year:

2014

Language:

english

File:

PDF, 477 KB

english, 2014

23

Editorial Board

Journal:

Year:

2014

Language:

english

File:

PDF, 78 KB

english, 2014

24

Combining sclera and periocular features for multi-modal identity verification

Oh, Kangrok, Oh, Beom-Seok, Toh, Kar-Ann, Yau, Wei-Yun, Eng, How-Lung

Journal:

Year:

2014

Language:

english

File:

PDF, 1.85 MB

english, 2014

25

FGNG: A fast multi-dimensional growing neural gas implementation

Mendes, Carlos Augusto Teixeira, Gattass, Marcelo, Lopes, Hélio

Journal:

Year:

2014

Language:

english

File:

PDF, 1.73 MB

english, 2014

26

Vehicle detection in driving simulation using extreme learning machine

Zhu, Wentao, Miao, Jun, Hu, Jiangbi, Qing, Laiyun

Journal:

Year:

2014

Language:

english

File:

PDF, 1009 KB

english, 2014

27

Extreme learning machines for soybean classification in remote sensing hyperspectral images

Moreno, Ramón, Corona, Francesco, Lendasse, Amaury, Graña, Manuel, Galvão, Lênio S.

Journal:

Year:

2014

Language:

english

File:

PDF, 4.62 MB

english, 2014

28

Extreme learning machine towards dynamic model hypothesis in fish ethology research

Nian, Rui, He, Bo, Zheng, Bing, van Heeswijk, Mark, Yu, Qi, Miche, Yoan, Lendasse, Amaury

Journal:

Year:

2014

Language:

english

File:

PDF, 6.69 MB

english, 2014

29

Predicting pupylation sites in prokaryotic proteins using pseudo-amino acid composition and extreme learning machine

Fan, Yong-Xian, Shen, Hong-Bin

Journal:

Year:

2014

Language:

english

File:

PDF, 658 KB

english, 2014

30

Dissimilarity based ensemble of extreme learning machine for gene expression data classification

Lu, Hui-juan, An, Chun-lin, Zheng, En-hui, Lu, Yi

Journal:

Year:

2014

Language:

english

File:

PDF, 875 KB

english, 2014

31

Sales forecasting of computer products based on variable selection scheme and support vector regression

Journal:

Year:

2014

Language:

english

File:

PDF, 456 KB

english, 2014

32

Double parallel feedforward neural network based on extreme learning machine with L1/2 regularizer

Khan, Atlas, Yang, Jie, Wu, Wei

Journal:

Year:

2014

Language:

english

File:

PDF, 593 KB

english, 2014

33

Fast prediction of protein–protein interaction sites based on Extreme Learning Machines

Wang, Debby D., Wang, Ran, Yan, Hong

Journal:

Year:

2014

Language:

english

File:

PDF, 1.52 MB

english, 2014

34

Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI

Chyzhyk, Darya, Savio, Alexandre, Graña, Manuel

Journal:

Year:

2014

Language:

english

File:

PDF, 1.76 MB

english, 2014

35

Time-series processing of large scale remote sensing data with extreme learning machine

Chen, Jiaoyan, Zheng, Guozhou, Fang, Cong, Zhang, Ningyu, Chen, Huajun, Wu, Zhaohui

Journal:

Year:

2014

Language:

english

File:

PDF, 2.99 MB

english, 2014

36

Fast sparse approximation of extreme learning machine

Li, Xiaodong, Mao, Weijie, Jiang, Wei

Journal:

Year:

2014

Language:

english

File:

PDF, 438 KB

english, 2014

37

Meta-ELM: ELM with ELM hidden nodes

Liao, Shizhong, Feng, Chang

Journal:

Year:

2014

Language:

english

File:

PDF, 1.33 MB

english, 2014

38

Aircraft recognition using modular extreme learning machine

Rong, Hai-Jun, Jia, Ya-Xin, Zhao, Guang-She

Journal:

Year:

2014

Language:

english

File:

PDF, 1003 KB

english, 2014

39

New automated power quality recognition system for online/offline monitoring

Hajian, Mahdi, Akbari Foroud, Asghar, Abdoos, Ali Akbar

Journal:

Year:

2014

Language:

english

File:

PDF, 3.10 MB

english, 2014

40

Sparse frontal face image synthesis from an arbitrary profile image

Zhao, Lin, Gao, Xinbo, Yuan, Yuan, Tao, Dapeng

Journal:

Year:

2014

Language:

english

File:

PDF, 2.21 MB

english, 2014

41

TOSELM: Timeliness Online Sequential Extreme Learning Machine

Gu, Yang, Liu, Junfa, Chen, Yiqiang, Jiang, Xinlong, Yu, Hanchao

Journal:

Year:

2014

Language:

english

File:

PDF, 2.58 MB

english, 2014

42

Interval kernel regression

Fagundes, Roberta A.A., de Souza, Renata M.C.R., Cysneiros, Francisco José A.

Journal:

Year:

2014

Language:

english

File:

PDF, 1.44 MB

english, 2014

43

A hierarchical structure of extreme learning machine (HELM) for high-dimensional datasets with noise

He, Yan-Lin, Geng, Zhi-Qiang, Xu, Yuan, Zhu, Qun-Xiong

Journal:

Year:

2014

Language:

english

File:

PDF, 2.16 MB

english, 2014

44

Advances in extreme learning machines (ELM2012)

Lendasse, Amaury, He, Qing, Miche, Yoan, Huang, Guang-Bin

Journal:

Year:

2014

Language:

english

File:

PDF, 126 KB

english, 2014

45

1-Norm extreme learning machine for regression and multiclass classification using Newton method

Balasundaram, S., Gupta, Deepak, Kapil,

Journal:

Year:

2014

Language:

english

File:

PDF, 2.69 MB

english, 2014

46

Locality and similarity preserving embedding for feature selection

Fang, Xiaozhao, Xu, Yong, Li, Xuelong, Fan, Zizhu, Liu, Hong, Chen, Yan

Journal:

Year:

2014

Language:

english

File:

PDF, 3.15 MB

english, 2014

47

Retraction notice to: Bifurcations and chaos in a discrete-time-delayed Hopfield neural network with ring structures and different internal decays [Neurocomputing 99 (2013) 154–162]

Mazrooei-Sebdani, Reza, Farjami, Saeed

Journal:

Year:

2014

Language:

english

File:

PDF, 129 KB

english, 2014

48

Real-time fault diagnosis for gas turbine generator systems using extreme learning machine

Wong, Pak Kin, Yang, Zhixin, Vong, Chi Man, Zhong, Jianhua

Journal:

Year:

2014

Language:

english

File:

PDF, 1.25 MB

english, 2014

49

Discrete-time hypersonic flight control based on extreme learning machine

Xu, Bin, Pan, Yongping, Wang, Danwei, Sun, Fuchun

Journal:

Year:

2014

Language:

english

File:

PDF, 1.13 MB

english, 2014

50

2-D defect profile reconstruction from ultrasonic guided wave signals based on QGA-kernelized ELM

Liu, Bing, Tang, Liwei, Wang, Jianbin, Li, Aihua, Hao, Yali

Journal:

Year:

2014

Language:

english

File:

PDF, 1.13 MB

english, 2014

51

A new condition for robust stability of uncertain neural networks with time delays

Journal:

Year:

2014

Language:

english

File:

PDF, 326 KB

english, 2014

52

Predicting minority class for suspended particulate matters level by extreme learning machine

Vong, Chi-Man, Ip, Weng-Fai, Wong, Pak-Kin, Chiu, Chi-Chong

Journal:

Year:

2014

Language:

english

File:

PDF, 631 KB

english, 2014

53

Comparing the learning effectiveness of BP, ELM, I-ELM, and SVM for corporate credit ratings

Zhong, Haoming, Miao, Chunyan, Shen, Zhiqi, Feng, Yuhong

Journal:

Year:

2014

Language:

english

File:

PDF, 1.57 MB

english, 2014

54

A fast maximum likelihood nonlinear feature transformation method for GMM–HMM speaker adaptation

Yao, Kaisheng, Yu, Dong, Deng, Li, Gong, Yifan

Journal:

Year:

2014

Language:

english

File:

PDF, 662 KB

english, 2014

55

Extreme learning machine for classification over uncertain data

Sun, Yongjiao, Yuan, Ye, Wang, Guoren

Journal:

Year:

2014

Language:

english

File:

PDF, 724 KB

english, 2014

56

Short, medium and long term forecasting of time series using the L-Co-R algorithm

Parras-Gutierrez, E., Rivas, V.M., Garcia-Arenas, M., del Jesus, M.J.

Journal:

Year:

2014

Language:

english

File:

PDF, 1.09 MB

english, 2014

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