Intelligent Computing in Bioinformatics: 10th International Conference, ICIC 2014, Taiyuan, China, August 3-6, 2014. Proceedings

Front Matter....Pages -
Predicting the Outer/Inner BetaStrands in Protein Beta Sheets Based on the Random Forest Algorithm....Pages 1-9
Extract Features Using Stacked Denoised Autoencoder....Pages 10-14
Cancer Classification Using Ensemble of Error Correcting Output Codes....Pages 15-24
Early Detection Method of Alzheimer’s Disease Using EEG Signals....Pages 25-33
Tumor Clustering Using Independent Component Analysis and Adaptive Affinity Propagation....Pages 34-40
Research of Training Feedforward Neural Networks Based on Hybrid Chaos Particle Swarm Optimization-Back-Propagation....Pages 41-47
Training Deep Fourier Neural Networks to Fit Time-Series Data....Pages 48-55
Regularized Dynamic Self Organized Neural Network Inspired by the Immune Algorithm for Financial Time Series Prediction....Pages 56-62
Multi-scale Level Set Method for Medical Image Segmentation without Re-initialization....Pages 63-71
A Novel Local Regional Model Based on Three-Layer Structure....Pages 72-79
Multi-modality Medical Case Retrieval Using Heterogeneous Information....Pages 80-91
An Incremental Updating Based Fast Phenotype Structure Learning Algorithm....Pages 92-103
A Multi-Instance Multi-Label Learning Approach for Protein Domain Annotation....Pages 104-111
An Advanced Machine Learning Approach to Generalised Epileptic Seizure Detection....Pages 112-118
Structure-Based Prediction of Protein Phosphorylation Sites Using an Ensemble Approach....Pages 119-125
Concept Mining of Binary Gene Expression Data....Pages 126-133
Inference of Dynamic Gene Regulatory Relations with Multiple Regulators....Pages 134-140
Evolving Additive Tree Model for Inferring Gene Regulatory Networks....Pages 141-147
Analyzing Support Vector Machine Overfitting on Microarray Data....Pages 148-156
Evolutionary Design of Synthetic Gene Networks by Means of a Semantic Expert System....Pages 157-163
Stability and Oscillation of the Solutions for a Coupled FHN Model with Time Delays....Pages 164-174
A Restrained Optimal Perturbation Method for Solving a Kind of Inverse Problem with Variable Coefficient....Pages 175-185
A Knowledge-Guided Approach for Inferring Gene Regulatory Networks....Pages 186-192
A Framework for Automatic Hair Counting and Measurement....Pages 193-202
A Deep Learning Method for Classification of EEG Data Based on Motor Imagery....Pages 203-210
Investigation of New Statistical Features for BCI Based Sleep Stages Recognition through EEG Bio-signals....Pages 211-224
Discrimination of ADHD Based on fMRI Data with Deep Belief Network....Pages 225-232
ADHD-200 Classification Based on Social Network Method....Pages 233-240
Motor Imagery EEG Signals Analysis Based on Bayesian Network with Gaussian Distribution....Pages 241-247
Prediction of Molecular Substructure Using Mass Spectral Data Based on Metric Learning....Pages 248-254
Combine Multiple Mass Spectral Similarity Measures for Compound Identification in GC-MS....Pages 255-261
Metagenomic Phylogenetic Classification Using Improved Naïve Bayes....Pages 262-270
Predicting Protein-Protein Interaction Sites by Rotation Forests with Evolutionary Information....Pages 271-279
Predicting Potential Ligands for Orphan GPCRs Based on the Improved Laplacian Regularized Least Squares Method....Pages 280-287
Computational Evaluation of Protein Energy Functions....Pages 288-299
Selection and Classification of Gene Expression Data Using a MF-GA-TS-SVM Approach....Pages 300-308
Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records....Pages 309-314
Potential Driver Genes Regulated by OncomiRNA Are Associated with Druggability in Pan-Negative Melanoma....Pages 315-321
Classification of Ventricular Tachycardia and Fibrillation Based on the Lempel-Ziv Complexity and EMD....Pages 322-329
Prediction of Protein Structure Classes with Ensemble Classifiers....Pages 330-338
A Parameterized Algorithm for Predicting Transcription Factor Binding Sites....Pages 339-350
Road Network Construction and Hot Routes Inferring with Vehicular Trajectories....Pages 351-362
PSO Based on Cartesian Coordinate System....Pages 363-370
An Improved PSO for Multimodal Complex Problem....Pages 371-378
A Weighted Bacterial Colony Optimization for Feature Selection....Pages 379-389
A Novel Method for Image Segmentation Based on Nature Inspired Algorithm....Pages 390-402
Neural Network Based on Self-adaptive Differential Evolution for Ultra-Short-Term Power Load Forecasting....Pages 403-412
Bacterial Foraging Optimization with Neighborhood Learning for Dynamic Portfolio Selection....Pages 413-423
Structure-Redesign-Based Bacterial Foraging Optimization for Portfolio Selection....Pages 424-430
Bacterial Colony Optimization for Integrated Yard Truck Scheduling and Storage Allocation Problem....Pages 431-437
Improving Fusion with One-Class Classification and Boosting in Multimodal Biometric Authentication....Pages 438-444
Integrative Analysis of Gene Expression and Promoter Methylation during Reprogramming of a Non-Small-Cell Lung Cancer Cell Line Using Principal Component Analysis-Based Unsupervised Feature Extraction....Pages 445-455
Predicting the Subcellular Localization of Proteins with Multiple Sites Based on Multiple Features Fusion....Pages 456-465
Global Voting Model for Protein Function Prediction from Protein-Protein Interaction Networks....Pages 466-477
Comparative Assessment of Data Sets of Protein Interaction Hot Spots Used in the Computational Method....Pages 478-486
The Intrinsic Geometric Structure of Protein-Protein Interaction Networks for Protein Interaction Prediction....Pages 487-493
Identification of Novel c-Yes Kinase Inhibitors....Pages 494-500
A New Graph Theoretic Approach for Protein Threading....Pages 501-507
Back Matter....Pages -