1. Improving Anomalous Rare Attack Detection Rate for Intrusion Detection System Using Support Vector Machine and Genetic Programming

   • Muhammad Syafiq Mohd Pozi
   • Md Nasir Sulaiman
   • Thinagaran Perumal

   OriginalPaper 11 July 2015 Pages: 279 - 290

   

2. Matrixized Learning Machine with Feature-Clustering Interpolation

   • Yujin Zhu
   • Zhe Wang
   • Daqi Gao

   OriginalPaper 28 July 2015 Pages: 291 - 306

   

3. Steganography of Digital Watermark Based on Artificial Neural Networks in Image Communication and Intellectual Property Protection

   • Chong Yu

   BriefCommunication 06 August 2015 Pages: 307 - 316

   

4. \(H_{\infty }\) Estimation for Markovian Jump Neural Networks With Quantization, Transmission Delay and Packet Dropout

   • Guangming Zhuang
   • Qian Ma
   • Huasheng Zhang

   OriginalPaper 04 August 2015 Pages: 317 - 341

   

5. Bifurcation Analysis in a Three-Neuron Artificial Neural Network Model with Distributed Delays

   • Changjin Xu
   • Qiming Zhang
   • Yusen Wu

   OriginalPaper 09 August 2015 Pages: 343 - 373

   

6. Pseudo Almost Periodic Solutions for SICNNs with Leakage Delays and Complex Deviating Arguments

   • Qiyuan Zhou

   OriginalPaper 15 August 2015 Pages: 375 - 386

7. Graph Maximum Margin Criterion for Face Recognition

   • Gui-Fu Lu
   • Yong Wang
   • Jian Zou

   OriginalPaper 20 August 2015 Pages: 387 - 405

   

8. A Complex-valued Encoding Bat Algorithm for Solving 0–1 Knapsack Problem

   • Yongquan Zhou
   • Liangliang Li
   • Mingzhi Ma

   OriginalPaper 20 August 2015 Pages: 407 - 430

   

9. Model-Based Clustering Based on Variational Learning of Hierarchical Infinite Beta-Liouville Mixture Models

   • Wentao Fan
   • Nizar Bouguila

   OriginalPaper 15 August 2015 Pages: 431 - 449

   

10. Hierarchical Parallel Genetic Optimization Fuzzy ARTMAP Ensemble

    • Wei Shiung Liew
    • Manjeevan Seera
    • Chu Kiong Loo

    OriginalPaper 22 August 2015 Pages: 451 - 470

    

11. Architecture Selection of ELM Networks Based on Sensitivity of Hidden Nodes

    • Junhai Zhai
    • Qingyan Shao
    • Xizhao Wang

    OriginalPaper 18 September 2015 Pages: 471 - 489

    

12. A Study on Multi-Scale Kernel Optimisation via Centered Kernel-Target Alignment

    • M. Pérez-Ortiz
    • P. A. Gutiérrez
    • C. Hervás-Martínez

    OriginalPaper 18 September 2015 Pages: 491 - 517

    

13. Rectifying the Inconsistent Fuzzy Preference Matrix in AHP Using a Multi-Objective BicriterionAnt

    • Abba Suganda Girsang
    • Chun-Wei Tsai
    • Chu-Sing Yang

    OriginalPaper 25 September 2015 Pages: 519 - 538

    

14. Nonlinear Measure Approach for the Stability Analysis of Complex-Valued Neural Networks

    • Weiqiang Gong
    • Jinling Liang
    • Jinde Cao

    OriginalPaper 26 September 2015 Pages: 539 - 554

    

15. On the Use of Nominal and Ordinal Classifiers for the Discrimination of States of Development in Fish Oocytes

    • M. Pérez-Ortiz
    • M. Fernández-Delgado
    • C. Hervás-Martínez

    OriginalPaper 26 October 2015 Pages: 555 - 570

    

16. Dissipativity and Passivity Analysis of Markovian Jump Neural Networks with Two Additive Time-Varying Delays

    • G. Nagamani
    • T. Radhika

    OriginalPaper 29 October 2015 Pages: 571 - 592