Intelligent Computing in Bioinformatics

Table of Contents

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   Book Overview
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   Chapter 1 Predicting the Outer/Inner BetaStrands in Protein Beta Sheets Based on the Random Forest Algorithm
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   Chapter 2 Extract Features Using Stacked Denoised Autoencoder
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   Chapter 3 Cancer Classification Using Ensemble of Error Correcting Output Codes
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   Chapter 4 Early Detection Method of Alzheimer’s Disease Using EEG Signals
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   Chapter 5 Tumor Clustering Using Independent Component Analysis and Adaptive Affinity Propagation
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   Chapter 6 Research of Training Feedforward Neural Networks Based on Hybrid Chaos Particle Swarm Optimization-Back-Propagation
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   Chapter 7 Training Deep Fourier Neural Networks to Fit Time-Series Data
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   Chapter 8 Regularized Dynamic Self Organized Neural Network Inspired by the Immune Algorithm for Financial Time Series Prediction
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    Chapter 9 Multi-scale Level Set Method for Medical Image Segmentation without Re-initialization
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    Chapter 10 A Novel Local Regional Model Based on Three-Layer Structure
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    Chapter 11 Multi-modality Medical Case Retrieval Using Heterogeneous Information
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    Chapter 12 An Incremental Updating Based Fast Phenotype Structure Learning Algorithm
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    Chapter 13 A Multi-Instance Multi-Label Learning Approach for Protein Domain Annotation
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    Chapter 14 An Advanced Machine Learning Approach to Generalised Epileptic Seizure Detection
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    Chapter 15 Structure-Based Prediction of Protein Phosphorylation Sites Using an Ensemble Approach
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    Chapter 16 Concept Mining of Binary Gene Expression Data
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    Chapter 17 Inference of Dynamic Gene Regulatory Relations with Multiple Regulators
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    Chapter 18 Evolving Additive Tree Model for Inferring Gene Regulatory Networks
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    Chapter 19 Analyzing Support Vector Machine Overfitting on Microarray Data
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    Chapter 20 Evolutionary Design of Synthetic Gene Networks by Means of a Semantic Expert System
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    Chapter 21 Stability and Oscillation of the Solutions for a Coupled FHN Model with Time Delays
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    Chapter 22 A Restrained Optimal Perturbation Method for Solving a Kind of Inverse Problem with Variable Coefficient
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    Chapter 23 A Knowledge-Guided Approach for Inferring Gene Regulatory Networks
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    Chapter 24 A Framework for Automatic Hair Counting and Measurement
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    Chapter 25 A Deep Learning Method for Classification of EEG Data Based on Motor Imagery
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    Chapter 26 Investigation of New Statistical Features for BCI Based Sleep Stages Recognition through EEG Bio-signals
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    Chapter 27 Discrimination of ADHD Based on fMRI Data with Deep Belief Network
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    Chapter 28 ADHD-200 Classification Based on Social Network Method
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    Chapter 29 Motor Imagery EEG Signals Analysis Based on Bayesian Network with Gaussian Distribution
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    Chapter 30 Prediction of Molecular Substructure Using Mass Spectral Data Based on Metric Learning
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    Chapter 31 Combine Multiple Mass Spectral Similarity Measures for Compound Identification in GC-MS
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    Chapter 32 Metagenomic Phylogenetic Classification Using Improved Naïve Bayes
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    Chapter 33 Predicting Protein-Protein Interaction Sites by Rotation Forests with Evolutionary Information
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    Chapter 34 Predicting Potential Ligands for Orphan GPCRs Based on the Improved Laplacian Regularized Least Squares Method
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    Chapter 35 Computational Evaluation of Protein Energy Functions
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    Chapter 36 Selection and Classification of Gene Expression Data Using a MF-GA-TS-SVM Approach
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    Chapter 37 Evaluation of Advanced Artificial Neural Network Classification and Feature Extraction Techniques for Detecting Preterm Births Using EHG Records
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    Chapter 38 Potential Driver Genes Regulated by OncomiRNA Are Associated with Druggability in Pan-Negative Melanoma
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    Chapter 39 Classification of Ventricular Tachycardia and Fibrillation Based on the Lempel-Ziv Complexity and EMD
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    Chapter 40 Prediction of Protein Structure Classes with Ensemble Classifiers
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    Chapter 41 A Parameterized Algorithm for Predicting Transcription Factor Binding Sites
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    Chapter 42 Road Network Construction and Hot Routes Inferring with Vehicular Trajectories
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    Chapter 43 PSO Based on Cartesian Coordinate System
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    Chapter 44 An Improved PSO for Multimodal Complex Problem
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    Chapter 45 A Weighted Bacterial Colony Optimization for Feature Selection
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    Chapter 46 A Novel Method for Image Segmentation Based on Nature Inspired Algorithm
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    Chapter 47 Neural Network Based on Self-adaptive Differential Evolution for Ultra-Short-Term Power Load Forecasting
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    Chapter 48 Bacterial Foraging Optimization with Neighborhood Learning for Dynamic Portfolio Selection
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    Chapter 49 Structure-Redesign-Based Bacterial Foraging Optimization for Portfolio Selection
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    Chapter 50 Bacterial Colony Optimization for Integrated Yard Truck Scheduling and Storage Allocation Problem
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    Chapter 51 Improving Fusion with One-Class Classification and Boosting in Multimodal Biometric Authentication
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    Chapter 52 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
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    Chapter 53 Predicting the Subcellular Localization of Proteins with Multiple Sites Based on Multiple Features Fusion
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    Chapter 54 Global Voting Model for Protein Function Prediction from Protein-Protein Interaction Networks
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    Chapter 55 Comparative Assessment of Data Sets of Protein Interaction Hot Spots Used in the Computational Method
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    Chapter 56 The Intrinsic Geometric Structure of Protein-Protein Interaction Networks for Protein Interaction Prediction
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    Chapter 57 Identification of Novel c-Yes Kinase Inhibitors
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    Chapter 58 A New Graph Theoretic Approach for Protein Threading