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Neurocomputing, Volume 147
Volume 147, January 2015
- Pablo A. Estévez
, José C. Príncipe:
Special Issue on Advances in Self-organizing Maps. 1-2 - Rakesh Chalasani, José C. Príncipe:
Self-organizing maps with information theoretic learning. 3-14 - Madalina Olteanu, Nathalie Villa-Vialaneix:
On-line relational and multiple relational SOM. 15-30 - Amauri H. Souza Júnior, Guilherme De A. Barreto
Regional models: A new approach for nonlinear system identification via clustering of the self-organizing map. 31-46 - Gustavo J. Meschino
Automatic design of interpretable fuzzy predicate systems for clustering using self-organizing maps. 47-59 - Tommi Vatanen
Self-organization and missing values in SOM and GTM. 60-70 - Andrej Gisbrecht, Alexander Schulz
Parametric nonlinear dimensionality reduction using kernel t-SNE. 71-82 - Thomas Villmann, Sven Haase, Marika Kaden:
Kernelized vector quantization in gradient-descent learning. 83-95 - Daniela Hofmann, Andrej Gisbrecht, Barbara Hammer
Efficient approximations of robust soft learning vector quantization for non-vectorial data. 96-106 - Mandy Lange, Michael Biehl
Non-Euclidean principal component analysis by Hebbian learning. 107-119 - Nicolas Bourgeois, Marie Cottrell, Benjamin Déruelle, Stéphane Lamassé, Patrick Letrémy:
How to improve robustness in Kohonen maps and display additional information in Factorial Analysis: Application to text mining. 120-135 - Jean-Charles Lamirel, Ingrid Falk, Claire Gardent:
Federating clustering and cluster labelling capabilities with a single approach based on feature maximization: French verb classes identification with IGNGF neural clustering. 136-146 - Antonio Neme
Stylistics analysis and authorship attribution algorithms based on self-organizing maps. 147-159 - Naimul Mefraz Khan, Matthew J. Kyan, Ling Guan:
Intuitive volume exploration through spherical self-organizing map and color harmonization. 160-173 - Foti Coleca, Andreea State, Sascha Klement, Erhardt Barth, Thomas Martinetz:
Self-organizing maps for hand and full body tracking. 174-184 - Etienne Côme
Analysis of professional trajectories using disconnected self-organizing maps. 185-196 - Mika Sulkava, Anne-Mari Sepponen, Maria Yli-Heikkilä, Arto Latukka:
Clustering of the self-organizing map reveals profiles of farm profitability and upscaling weights. 197-206 - Marina Resta
An agent-based simulator driven by variants of Self-Organizing Maps. 207-224
- Linna Wei
Global exponential stability of a class of impulsive neural networks with unstable continuous and discrete dynamics. 225-234 - Thomas Weise, Raymond Chiong
An alternative way of presenting statistical test results when evaluating the performance of stochastic approaches. 235-238 - Jing Geng, Ming-Wei Li, Zhi-Hui Dong, Yu-Sheng Liao:
Port throughput forecasting by MARS-RSVR with chaotic simulated annealing particle swarm optimization algorithm. 239-250 - Shenquan Wang, Yulian Jiang, Yuanchun Li, Derong Liu
Reliable observer-based H∞ control for discrete-time fuzzy systems with time-varying delays and stochastic actuator faults via scaled small gain theorem. 251-259 - Wen-An Yang, Wei Zhou, Wenhe Liao
Identification and quantification of concurrent control chart patterns using extreme-point symmetric mode decomposition and extreme learning machines. 260-270 - Shima Kashef, Hossein Nezamabadi-pour
An advanced ACO algorithm for feature subset selection. 271-279 - Hongyong Zhao, Jinglan Yuan, Xuebing Zhang:
Stability and bifurcation analysis of reaction-diffusion neural networks with delays. 280-290 - Zhongliang Hu, Chao Ma, Lixian Zhang, Aarne Halme, Tasawar Hayat, Bashir Ahmad
Formation control of impulsive networked autonomous underwater vehicles under fixed and switching topologies. 291-298 - Yunyun Wang, Songcan Chen, Hui Xue, Zhenyong Fu:
Semi-supervised classification learning by discrimination-aware manifold regularization. 299-306 - Yong Xu, Xiaozhao Fang, Jane You
Noise-free representation based classification and face recognition experiments. 307-314 - Min Han, Meiling Xu, Xiaoxin Liu, Xinying Wang:
Online multivariate time series prediction using SCKF-γESN model. 315-323 - Bing Wang, Yong Zeng, Jun Cheng:
Further improvement in delay-dependent stability criteria for continuous-time systems with time-varying delays. 324-329 - M. U. Akhmet
Attraction of Li-Yorke chaos by retarded SICNNs. 330-342 - Min-Liang Huang:
Intersection traffic flow forecasting based on ν-GSVR with a new hybrid evolutionary algorithm. 343-349 - Shuping He
Non-fragile passive controller design for nonlinear Markovian jumping systems via observer-based controls. 350-357 - Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
Compression of hyperspectral remote sensing images by tensor approach. 358-363 - Qin Li, Xiu Li, Zhenhua Guo, Jane You
Online personal verification by palmvein image through palmprint-like and palmvein information. 364-371 - Leimin Wang
Design of controller on synchronization of memristor-based neural networks with time-varying delays. 372-379 - Yao Ma, Jianyi Liu, Xi Yang, Yuehu Liu, Nanning Zheng:
Double layer multiple task learning for age estimation with insufficient training samples. 380-386 - Hong Wu
Combining visual and textual features for medical image modality classification with ℓp-norm multiple kernel learning. 387-394 - Yinghua Yang
Wavelet kernel entropy component analysis with application to industrial process monitoring. 395-402 - Zhen Cui, Shiguang Shan
Sparsely encoded local descriptor for face verification. 403-411 - Naruephorn Tengtrairat, Wai Lok Woo
Single-channel separation using underdetermined blind autoregressive model and least absolute deviation. 412-425 - Liantao Wang, Xuelei Hu, Bo Yuan
Active learning via query synthesis and nearest neighbour search. 426-434 - Jie Liu, Shengjin Wang:
Salient region detection via simple local and global contrast representation. 435-443 - Gaurav Bhatnagar
A novel chaos-based secure transmission of biometric data. 444-455 - Amin Allahyar, Hadi Sadoghi Yazdi
Constrained Semi-Supervised Growing Self-Organizing Map. 456-471 - Ding Tu, Ling Chen, Gencai Chen:
Automatic multi-way domain concept hierarchy construction from customer reviews. 472-484 - Pawan Sinha, Lucia Maria Vaina:
Motion sequence analysis in the presence of figural cues. 485-491 - Xingjie Wu, Yi Liu, Jin Zhou:
Pinning adaptive synchronization of general time-varying delayed and multi-linked networks with variable structures. 492-499 - Zhaoqiang Xia
A regularized optimization framework for tag completion and image retrieval. 500-508 - Lin Feng, Sheng-lan Liu, Yao Xiao, Qiao Hong, Bin Wu:
A novel CBIR system with WLLTSA and ULRGA. 509-522
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