Neural Processing Letters, Volume 44 (original) (raw)

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Volume 44, Number 1, August 2016

Special Issue: Bridging Nature-Inspired Learning and Neural Information Processing

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    Ning Xiong, Defu Zhang, Libo Wang:
    Editorial. 1-3
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    Piotr A. Kowalski, Szymon Lukasik:
    Training Neural Networks with Krill Herd Algorithm. 5-17
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    Hsu-Chih Huang, Chih-Hao Chiang:
    An Evolutionary Radial Basis Function Neural Network with Robust Genetic-Based Immunecomputing for Online Tracking Control of Autonomous Robots. 19-35
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    Bingqing Wang, Lijin Wang, Yilong Yin, Yunlong Xu, Wenting Zhao, Yuchun Tang:
    An Improved Neural Network with Random Weights Using Backtracking Search Algorithm. 37-52
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    Hadi Ganjidoost, Seyed Jamshid Mousavi, Abbas Soroush:
    Adaptive Network-Based Fuzzy Inference Systems Coupled with Genetic Algorithms for Predicting Soil Permeability Coefficient. 53-79
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    Wei Gao:
    Inverse Back Analysis Based on Evolutionary Neural Networks for Underground Engineering. 81-101
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    Florian Walter, Florian Röhrbein, Alois C. Knoll:
    Computation by Time. 103-124
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    Gerard David Howard, Larry Bull, Pier Luca Lanzi:
    A Cognitive Architecture Based on a Learning Classifier System with Spiking Classifiers. 125-147
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    Fabio Alessandro Oliveira da Silva, Liang Zhao:
    A Network of Neural Oscillators for Fractal Pattern Recognition. 149-159
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    Wenming Guo, Nasullah Khalid Alham, Yang Liu, Maozhen Li, Man Qi:
    A Resource Aware MapReduce Based Parallel SVM for Large Scale Image Classifications. 161-184
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    Hongwei Mo, Yanyan Zhao:
    Motor Imagery Electroencephalograph Classification Based on Optimized Support Vector Machine by Magnetic Bacteria Optimization Algorithm. 185-197
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    Messaouda Nekkaa, Dalila Boughaci:
    Hybrid Harmony Search Combined with Stochastic Local Search for Feature Selection. 199-220
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    Yamina Mohamed Ben Ali:
    Unsupervised Clustering Based an Adaptive Particle Swarm Optimization Algorithm. 221-244
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    Yidong Chen, Zhehuang Huang, Xiaodong Shi:
    An SNN-Based Semantic Role Labeling Model with Its Network Parameters Optimized Using an Improved PSO Algorithm. 245-263
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    Yuriy V. Pershin, Massimiliano Di Ventra:
    Memcomputing Implementation of Ant Colony Optimization. 265-277

Volume 44, Number 2, October 2016

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  Muhammad Syafiq Mohd Pozi, Md Nasir Sulaiman, Norwati Mustapha, Thinagaran Perumal:
  Improving Anomalous Rare Attack Detection Rate for Intrusion Detection System Using Support Vector Machine and Genetic Programming. 279-290
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    Yujin Zhu, Zhe Wang, Daqi Gao:
    Matrixized Learning Machine with Feature-Clustering Interpolation. 291-306
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    Chong Yu:
    Steganography of Digital Watermark Based on Artificial Neural Networks in Image Communication and Intellectual Property Protection. 307-316
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    Guangming Zhuang, Qian Ma, Jianwei Xia, Huasheng Zhang:
    H∞ Estimation for Markovian Jump Neural Networks With Quantization, Transmission Delay and Packet Dropout. 317-341
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    Changjin Xu, Qiming Zhang, Yusen Wu:
    Bifurcation Analysis in a Three-Neuron Artificial Neural Network Model with Distributed Delays. 343-373
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    Qiyuan Zhou:
    Pseudo Almost Periodic Solutions for SICNNs with Leakage Delays and Complex Deviating Arguments. 375-386
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    Gui-Fu Lu, Yong Wang, Jian Zou:
    Graph Maximum Margin Criterion for Face Recognition. 387-405
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    Yongquan Zhou, Liangliang Li, Mingzhi Ma:
    A Complex-valued Encoding Bat Algorithm for Solving 0-1 Knapsack Problem. 407-430
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    Wentao Fan, Nizar Bouguila:
    Model-Based Clustering Based on Variational Learning of Hierarchical Infinite Beta-Liouville Mixture Models. 431-449
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    Wei Shiung Liew, Manjeevan Seera, Chu Kiong Loo:
    Hierarchical Parallel Genetic Optimization Fuzzy ARTMAP Ensemble. 451-470
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    Junhai Zhai, Qing-yan Shao, Xizhao Wang:
    Architecture Selection of ELM Networks Based on Sensitivity of Hidden Nodes. 471-489
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    M. Pérez-Ortiz, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez:
    A Study on Multi-Scale Kernel Optimisation via Centered Kernel-Target Alignment. 491-517
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    Abba Suganda Girsang, Chun-Wei Tsai, Chu-Sing Yang:
    Rectifying the Inconsistent Fuzzy Preference Matrix in AHP Using a Multi-Objective BicriterionAnt. 519-538
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    Weiqiang Gong, Jinling Liang, Cong-Jun Zhang, Jinde Cao:
    Nonlinear Measure Approach for the Stability Analysis of Complex-Valued Neural Networks. 539-554
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    M. Pérez-Ortiz, Manuel Fernández Delgado, Eva Cernadas, R. Domínguez-Petit, Pedro Antonio Gutiérrez, César Hervás-Martínez:
    On the Use of Nominal and Ordinal Classifiers for the Discrimination of States of Development in Fish Oocytes. 555-570
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    Gnaneswaran Nagamani, Thirunavukkarasu Radhika:
    Dissipativity and Passivity Analysis of Markovian Jump Neural Networks with Two Additive Time-Varying Delays. 571-592

Volume 44, Number 3, December 2016

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    B. Lungsi Sharma:
    A New Geometry with Cross-Coupling of ART Networks. 593-601
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    Yongkun Li, Li Yang, Bing Li:
    Existence and Stability of Pseudo Almost Periodic Solution for Neutral Type High-Order Hopfield Neural Networks with Delays in Leakage Terms on Time Scales. 603-623
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    Savas Sahin:
    Learning Feedback Linearization Using Artificial Neural Networks. 625-637
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    Chi-Wai Kan, L. J. Song:
    An Artificial Neural Network Model for Prediction of Colour Properties of Knitted Fabrics Induced by Laser Engraving. 639-650
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    Liqun Zhou, Zhongying Zhao:
    Exponential stability of a class of competitive neural networks with multi-proportional delays. 651-663
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    Hui Zhao, Lixiang Li, Haipeng Peng, Jinghua Xiao, Yixian Yang:
    Finite-Time Boundedness Analysis of Memristive Neural Network with Time-Varying Delay. 665-679
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    Jingbo Zhou, Yongfeng Ren, Yunyang Yan, Li Pan:
    A Multiple Graph Label Propagation Integration Framework for Salient Object Detection. 681-699
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    Jie Xu, Zhenghong Gu, Kan Xie:
    Fuzzy Local Mean Discriminant Analysis for Dimensionality Reduction. 701-718
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    Kewei Tang, Jie Zhang, Zhixun Su, Jiangxin Dong:
    Bayesian Low-Rank and Sparse Nonlinear Representation for Manifold Clustering. 719-733
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    Jakub M. Tomczak:
    Learning Informative Features from Restricted Boltzmann Machines. 735-750
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    Dingshi Li, Bing Li:
    Global Mean Square Exponential Stability of Impulsive Non-autonomous Stochastic Neural Networks with Mixed Delays. 751-764
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    Bo Du, Shiping Lu, Yurong Liu:
    Periodic Solution for Neutral-Type Neural Networks in Critical Case. 765-777
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    Hao Sun, Shuai Liu, Shilin Zhou:
    Discriminative Subspace Alignment for Unsupervised Visual Domain Adaptation. 779-793
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    Sugen Chen, Xiaojun Wu, Renfeng Zhang:
    A Novel Twin Support Vector Machine for Binary Classification Problems. 795-811
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    Peifeng Niu, Yunpeng Ma, Mengning Li, Shanshan Yan, Guoqiang Li:
    A Kind of Parameters Self-adjusting Extreme Learning Machine. 813-830
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    Zhongchen Ma, Qun Dai:
    Selected an Stacking ELMs for Time Series Prediction. 831-856
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    Kemal Uçak, Gülay Öke Günel:
    A Novel Adaptive NARMA-L2 Controller Based on Online Support Vector Regression for Nonlinear Systems. 857-886
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    Tomas Henrique Maul:
    Improving Neuroevolution with Complementarity-Based Selection Operators. 887-911

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