Volume 147

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Neurocomputing
Volume 147

Neurocomputing

Volume 147

1

Efficient approximations of robust soft learning vector quantization for non-vectorial data

Hofmann, Daniela, Gisbrecht, Andrej, Hammer, Barbara

Journal:

Year:

2015

Language:

english

File:

PDF, 597 KB

english, 2015

2

Self-organization and missing values in SOM and GTM

Vatanen, T., Osmala, M., Raiko, T., Lagus, K., Sysi-Aho, M., Orešič, M., Honkela, T., Lähdesmäki, H.

Journal:

Year:

2015

Language:

english

File:

PDF, 990 KB

english, 2015

3

Special Issue on Advances in Self-organizing Maps

Estevez, Pablo A., Principe, Jose C.

Journal:

Year:

2015

Language:

english

File:

PDF, 131 KB

english, 2015

4

Further improvement in delay-dependent stability criteria for continuous-time systems with time-varying delays

Wang, Bing, Zeng, Yong, Cheng, Jun

Journal:

Year:

2015

Language:

english

File:

PDF, 481 KB

english, 2015

5

An advanced ACO algorithm for feature subset selection

Kashef, Shima, Nezamabadi-pour, Hossein

Journal:

Year:

2015

Language:

english

File:

PDF, 615 KB

english, 2015

6

A novel chaos-based secure transmission of biometric data

Bhatnagar, Gaurav, Jonathan Wu, Q.M.

Journal:

Year:

2015

Language:

english

File:

PDF, 7.39 MB

english, 2015

7

Noise-free representation based classification and face recognition experiments

Xu, Yong, Fang, Xiaozhao, You, Jane, Chen, Yan, Liu, Hong

Journal:

Year:

2015

Language:

english

File:

PDF, 1.34 MB

english, 2015

8

Analysis of professional trajectories using disconnected self-organizing maps

Côme, Etienne, Cottrell, Marie, Gaubert, Patrice

Journal:

Year:

2015

Language:

english

File:

PDF, 1.43 MB

english, 2015

9

Online multivariate time series prediction using SCKF-γESN model

Han, Min, Xu, Meiling, Liu, Xiaoxin, Wang, Xinying

Journal:

Year:

2015

Language:

english

File:

PDF, 1.62 MB

english, 2015

10

Compression of hyperspectral remote sensing images by tensor approach

Zhang, Lefei, Zhang, Liangpei, Tao, Dacheng, Huang, Xin, Du, Bo

Journal:

Year:

2015

Language:

english

File:

PDF, 1.01 MB

english, 2015

11

Double layer multiple task learning for age estimation with insufficient training samples

Ma, Yao, Liu, Jianyi, Yang, Xi, Liu, Yuehu, Zheng, Nanning

Journal:

Year:

2015

Language:

english

File:

PDF, 771 KB

english, 2015

12

A novel CBIR system with WLLTSA and ULRGA

Feng, Lin, Liu, Shenglan, Xiao, Yao, Hong, Qiao, Wu, Bin

Journal:

Year:

2015

Language:

english

File:

PDF, 8.79 MB

english, 2015

13

Kernelized vector quantization in gradient-descent learning

Villmann, Thomas, Haase, Sven, Kaden, Marika

Journal:

Year:

2015

Language:

english

File:

PDF, 4.31 MB

english, 2015

14

Non-fragile passive controller design for nonlinear Markovian jumping systems via observer-based controls

Journal:

Year:

2015

Language:

english

File:

PDF, 387 KB

english, 2015

15

Attraction of Li–Yorke chaos by retarded SICNNs

Akhmet, M.U., Fen, M.O.

Journal:

Year:

2015

Language:

english

File:

PDF, 1.10 MB

english, 2015

16

Reliable observer-based H∞ control for discrete-time fuzzy systems with time-varying delays and stochastic actuator faults via scaled small gain theorem

Wang, Shenquan, Jiang, Yulian, Li, Yuanchun, Liu, Derong

Journal:

Year:

2015

Language:

english

File:

PDF, 638 KB

english, 2015

17

Federating clustering and cluster labelling capabilities with a single approach based on feature maximization: French verb classes identification with IGNGF neural clustering

Lamirel, Jean-Charles, Falk, Ingrid, Gardent, Claire

Journal:

Year:

2015

Language:

english

File:

PDF, 655 KB

english, 2015

18

Salient region detection via simple local and global contrast representation

Liu, Jie, Wang, Shengjin

Journal:

Year:

2015

Language:

english

File:

PDF, 6.71 MB

english, 2015

19

Semi-supervised classification learning by discrimination-aware manifold regularization

Wang, Yunyun, Chen, Songcan, Xue, Hui, Fu, Zhenyong

Journal:

Year:

2015

Language:

english

File:

PDF, 506 KB

english, 2015

20

Single-channel separation using underdetermined blind autoregressive model and least absolute deviation

Tengtrairat, N., Woo, W.L.

Journal:

Year:

2015

Language:

english

File:

PDF, 1.20 MB

english, 2015

21

Global exponential stability of a class of impulsive neural networks with unstable continuous and discrete dynamics

Wei, Linna, Chen, Wu-Hua

Journal:

Year:

2015

Language:

english

File:

PDF, 590 KB

english, 2015

22

Parametric nonlinear dimensionality reduction using kernel t-SNE

Gisbrecht, Andrej, Schulz, Alexander, Hammer, Barbara

Journal:

Year:

2015

Language:

english

File:

PDF, 4.32 MB

english, 2015

23

Intersection traffic flow forecasting based on ν-GSVR with a new hybrid evolutionary algorithm

Huang, Min-Liang

Journal:

Year:

2015

Language:

english

File:

PDF, 466 KB

english, 2015

24

Port throughput forecasting by MARS-RSVR with chaotic simulated annealing particle swarm optimization algorithm

Geng, Jing, Li, Ming-Wei, Dong, Zhi-Hui, Liao, Yu-Sheng

Journal:

Year:

2015

Language:

english

File:

PDF, 666 KB

english, 2015

25

Non-Euclidean principal component analysis by Hebbian learning

Lange, Mandy, Biehl, Michael, Villmann, Thomas

Journal:

Year:

2015

Language:

english

File:

PDF, 1.84 MB

english, 2015

26

Active learning via query synthesis and nearest neighbour search

Wang, Liantao, Hu, Xuelei, Yuan, Bo, Lu, Jianfeng

Journal:

Year:

2015

Language:

english

File:

PDF, 743 KB

english, 2015

27

Online personal verification by palmvein image through palmprint-like and palmvein information

Li, Qin, Li, Xiu, Guo, Zhenhua, You, Jane

Journal:

Year:

2015

Language:

english

File:

PDF, 2.83 MB

english, 2015

28

An alternative way of presenting statistical test results when evaluating the performance of stochastic approaches

Weise, Thomas, Chiong, Raymond

Journal:

Year:

2015

Language:

english

File:

PDF, 321 KB

english, 2015

29

Pinning adaptive synchronization of general time-varying delayed and multi-linked networks with variable structures

Wu, Xingjie, Liu, Yi, Zhou, Jin

Journal:

Year:

2015

Language:

english

File:

PDF, 820 KB

english, 2015

30

Stability and bifurcation analysis of reaction–diffusion neural networks with delays

Zhao, Hongyong, Yuan, Jinglan, Zhang, Xuebing

Journal:

Year:

2015

Language:

english

File:

PDF, 1.92 MB

english, 2015

31

Regional models: A new approach for nonlinear system identification via clustering of the self-organizing map

Souza Júnior, Amauri H., Barreto, Guilherme A., Corona, Francesco

Journal:

Year:

2015

Language:

english

File:

PDF, 1.37 MB

english, 2015

32

Motion sequence analysis in the presence of figural cues

Sinha, Pawan, Vaina, Lucia M.

Journal:

Year:

2015

Language:

english

File:

PDF, 1.37 MB

english, 2015

33

Combining visual and textual features for medical image modality classification with ℓp−norm multiple kernel learning

Wu, Hong, He, Lele

Journal:

Year:

2015

Language:

english

File:

PDF, 957 KB

english, 2015

34

Stylistics analysis and authorship attribution algorithms based on self-organizing maps

Neme, Antonio, Pulido, J.R.G., Muñoz, Abril, Hernández, Sergio, Dey, Teresa

Journal:

Year:

2015

Language:

english

File:

PDF, 4.87 MB

english, 2015

35

Clustering of the self-organizing map reveals profiles of farm profitability and upscaling weights

Sulkava, Mika, Sepponen, Anne-Mari, Yli-Heikkilä, Maria, Latukka, Arto

Journal:

Year:

2015

Language:

english

File:

PDF, 1.15 MB

english, 2015

36

Self-organizing maps for hand and full body tracking

Coleca, Foti, State, Andreea, Klement, Sascha, Barth, Erhardt, Martinetz, Thomas

Journal:

Year:

2015

Language:

english

File:

PDF, 5.22 MB

english, 2015

37

Identification and quantification of concurrent control chart patterns using extreme-point symmetric mode decomposition and extreme learning machines

Yang, Wen-An, Zhou, Wei, Liao, Wenhe, Guo, Yu

Journal:

Year:

2015

Language:

english

File:

PDF, 440 KB

english, 2015

38

Wavelet kernel entropy component analysis with application to industrial process monitoring

Yang, Yinghua, Li, Xiaole, Liu, Xiaozhi, Chen, Xiaobo

Journal:

Year:

2015

Language:

english

File:

PDF, 1001 KB

english, 2015

39

An agent-based simulator driven by variants of Self-Organizing Maps

Journal:

Year:

2015

Language:

english

File:

PDF, 5.60 MB

english, 2015

40

How to improve robustness in Kohonen maps and display additional information in Factorial Analysis: Application to text mining

Bourgeois, Nicolas, Cottrell, Marie, Déruelle, Benjamin, Lamassé, Stéphane, Letrémy, Patrick

Journal:

Year:

2015

Language:

english

File:

PDF, 3.57 MB

english, 2015

41

Self-organizing maps with information theoretic learning

Chalasani, Rakesh, Principe, Jose C.

Journal:

Year:

2015

Language:

english

File:

PDF, 3.05 MB

english, 2015

42

Design of controller on synchronization of memristor-based neural networks with time-varying delays

Wang, Leimin, Shen, Yi

Journal:

Year:

2015

Language:

english

File:

PDF, 523 KB

english, 2015

43

Formation control of impulsive networked autonomous underwater vehicles under fixed and switching topologies

Hu, Zhongliang, Ma, Chao, Zhang, Lixian, Halme, Aarne, Hayat, Tasawar, Ahmad, Bashir

Journal:

Year:

2015

Language:

english

File:

PDF, 841 KB

english, 2015

44

Intuitive volume exploration through spherical self-organizing map and color harmonization

Mefraz Khan, Naimul, Kyan, Matthew, Guan, Ling

Journal:

Year:

2015

Language:

english

File:

PDF, 10.37 MB

english, 2015

45

Automatic multi-way domain concept hierarchy construction from customer reviews

Tu, Ding, Chen, Ling, Chen, Gencai

Journal:

Year:

2015

Language:

english

File:

PDF, 1.12 MB

english, 2015

46

Sparsely encoded local descriptor for face verification

Cui, Zhen, Shan, Shiguang, Wang, Ruiping, Zhang, Lei, Chen, Xilin

Journal:

Year:

2015

Language:

english

File:

PDF, 1.04 MB

english, 2015

47

Constrained Semi-Supervised Growing Self-Organizing Map

Allahyar, Amin, Sadoghi Yazdi, Hadi, Harati, Ahad

Journal:

Year:

2015

Language:

english

File:

PDF, 5.46 MB

english, 2015

48

A regularized optimization framework for tag completion and image retrieval

Xia, Zhaoqiang, Feng, Xiaoyi, Peng, Jinye, Wu, Jun, Fan, Jianping

Journal:

Year:

2015

Language:

english

File:

PDF, 4.30 MB

english, 2015

49

Editorial Board

Journal:

Year:

2015

Language:

english

File:

PDF, 78 KB

english, 2015

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