Neural Information Processing

Bioinformatics and Biomedical Applications

1. DRFE: Dynamic Recursive Feature Elimination for Gene Identification Based on Random Forest

   • Ha-Nam Nguyen, Syng-Yup Ohn

   Pages 1-10

2. Gene Feature Extraction Using T-Test Statistics and Kernel Partial Least Squares

   • Shutao Li, Chen Liao, James T. Kwok

   Pages 11-20

3. An Empirical Analysis of Under-Sampling Techniques to Balance a Protein Structural Class Dataset

   • Marcilio C. P. de Souto, Valnaide G. Bittencourt, Jose A. F. Costa

   Pages 21-29

4. Prediction of Protein Interaction with Neural Network-Based Feature Association Rule Mining

   • Jae-Hong Eom, Byoung-Tak Zhang

   Pages 30-39

5. Prediction of Protein Secondary Structure Using Nonlinear Method

   • Silvia Botelho, Gisele Simas, Patricia Silveira

   Pages 40-47

6. Clustering Analysis for Bacillus Genus Using Fourier Transform and Self-Organizing Map

   • Cheng-Chang Jeng, I-Ching Yang, Kun-Lin Hsieh, Chun-Nan Lin

   Pages 48-57

7. Recurrence Quantification Analysis of EEG Predicts Responses to Incision During Anesthesia

   • Liyu Huang, Weirong Wang, Sekou Singare

   Pages 58-65

8. Wavelet Spectral Entropy for Indication of Epileptic Seizure in Extracranial EEG

   • Xiaoli Li

   Pages 66-73

9. The Study of Classification of Motor Imaginaries Based on Kurtosis of EEG

   • Xiaopei Wu, Zhongfu Ye

   Pages 74-81

10. Automatic Detection of Critical Epochs in coma-EEG Using Independent Component Analysis and Higher Order Statistics

    • G. Inuso, F. La Foresta, N. Mammone, F. C. Morabito

    Pages 82-91

11. Sparse Bump Sonification: A New Tool for Multichannel EEG Diagnosis of Mental Disorders; Application to the Detection of the Early Stage of Alzheimer’s Disease

    • François B. Vialatte, Andrzej Cichocki

    Pages 92-101

12. Effect of Diffusion Weighting and Number of Sensitizing Directions on Fiber Tracking in DTI

    • Bo Zheng, Jagath C. Rajapakse

    Pages 102-109

13. 3-D Reconstruction of Blood Vessels Skeleton Based on Neural Network

    • Zhiguo Cao, Bo Peng

    Pages 110-117

14. Design of a Fuzzy Takagi-Sugeno Controller to Vary the Joint Knee Angle of Paraplegic Patients

    • Marcelo C. M. Teixeira, Grace S. Deaecto, Ruberlei Gaino, Edvaldo Assunção, Aparecido A. Carvalho, Uender C. Farias

    Pages 118-126

15. Characterization of Breast Abnormality Patterns in Digital Mammograms Using Auto-associator Neural Network

    • Rinku Panchal, Brijesh Verma

    Pages 127-136

16. Evolving Hierarchical RBF Neural Networks for Breast Cancer Detection

    • Yuehui Chen, Yan Wang, Bo Yang

    Pages 137-144

17. Ovarian Cancer Prognosis by Hemostasis and Complementary Learning

    • T. Z. Tan, G. S. Ng, C. Quek, Stephen C. L. Koh

    Pages 145-154

18. Multi-class Cancer Classification with OVR-Support Vector Machines Selected by Naïve Bayes Classifier

    • Jin-Hyuk Hong, Sung-Bae Cho

    Pages 155-164

19. Breast Cancer Diagnosis Using Neural-Based Linear Fusion Strategies

    • Yunfeng Wu, Cong Wang, S. C. Ng, Anant Madabhushi, Yixin Zhong

    Pages 165-175