Intelligent Computing Theories and Application: 12th International Conference, ICIC 2016, Lanzhou, China, August 2-5, 2016, Proceedings, Part I

Front Matter....Pages I-XX
Front Matter....Pages 1-1
A Variable Neighborhood Search Approach for the Capacitated m-Ring-Star Problem....Pages 3-11
Convolutional Neural Network Application on Leaf Classification....Pages 12-17
Detecting Ventricular Fibrillation and Ventricular Tachycardia for Small Samples Based on EMD and Symbol Entropy....Pages 18-27
Coronary Heart Disease Recognition Based on Dynamic Pulse Rate Variability....Pages 28-38
Multi-dictionary Based Collaborative Representation for 3D Biometrics....Pages 39-48
An Adaptive Multi-algorithm Ensemble for Fingerprint Matching....Pages 49-60
Stereo Matching with Improved Radiometric Invariant Matching Cost and Disparity Refinement....Pages 61-73
A Real-Time Head Pose Estimation Using Adaptive POSIT Based on Modified Supervised Descent Method....Pages 74-85
Tempo-Spatial Compactness Based Background Subtraction for Vehicle Detection and Tracking....Pages 86-96
Front Matter....Pages 97-97
Research on Universal Model of Speech Perceptual Hashing Authentication System in Mobile Environment....Pages 99-111
SIPSO: Selectively Informed Particle Swarm Optimization Based on Mutual Information to Determine SNP-SNP Interactions....Pages 112-121
A Clustering Based Feature Selection Method Using Feature Information Distance for Text Data....Pages 122-132
Implementation of Microcontroller Arduino in Irrigation System....Pages 133-144
TOPSIS and AHP Model in the Application Research in the Evaluation of Coal....Pages 145-152
An Improved Context-Aware Recommender Algorithm....Pages 153-162
Effectively Classifying Short Texts via Improved Lexical Category and Semantic Features....Pages 163-174
Selection of Optimal Cutting Parameters in Parallel Turnings Using Genetic Heuristics....Pages 175-182
Balanced Tree-Based Support Vector Machine for Friendly Analysis on Mobile Network....Pages 183-191
Feature Combination Methods for Prediction of Subcellular Locations of Proteins with Both Single and Multiple Sites....Pages 192-201
Front Matter....Pages 203-203
Performance and Improvement of Tree-Based Methods for Gene Regulatory Network Reconstruction....Pages 205-213
Front Matter....Pages 203-203
A Hybrid Tumor Gene Selection Method with Laplacian Score and Correlation Analysis....Pages 214-223
Analysis of Mitochondrial Hsp70 Homolog Amino Acid Sequences of Amitochondriate Organisms Using Apriori and Decision Tree....Pages 224-233
Identifying miRNA-mRNA Regulatory Modules Based on Overlapping Neighborhood Expansion from Multiple Types of Genomic Data....Pages 234-246
PFC: An Efficient Soft Graph Clustering Method for PPI Networks Based on Purifying and Filtering the Coupling Matrix....Pages 247-257
MDAGenera: An Efficient and Accurate Simulator for Multiple Displacement Amplification....Pages 258-267
Construction of Protein Phosphorylation Network Based on Boolean Network Methods Using Proteomics Data....Pages 268-277
Analysis of MicroRNA and Transcription Factor Regulation....Pages 278-284
Gene Extraction Based on Sparse Singular Value Decomposition....Pages 285-293
Explore the Brain Response to Naturalistic and Continuous Music Using EEG Phase Characteristics....Pages 294-305
Computer Assisted Detection of Breast Lesions in Magnetic Resonance Images....Pages 306-316
Using the Ranking-Based KNN Approach for Drug Repositioning Based on Multiple Information....Pages 317-327
Depth-First Search Encoding of RNA Substructures....Pages 328-334
A Practical Algorithm for the 2-Species Duplication-Loss Small Phylogeny Problem....Pages 335-346
Prediction of Phosphorylation Sites Using PSO-ANNs....Pages 347-355
Predicting Subcellular Localization of Multiple Sites Proteins....Pages 356-365
Dynamically Heuristic Method for Identifying Mutated Driver Pathways in Cancer....Pages 366-376
System Prediction of Drug-Drug Interactions Through the Integration of Drug Phenotypic, Therapeutic, Structural, and Genomic Similarities....Pages 377-385
Predicting Transcription Factor Binding Sites in DNA Sequences Without Prior Knowledge....Pages 386-391
Analysis and Comparison of Genomes of HIV-1 and HIV-2 Using Apriori Algorithm, Decision Tree, and Support Vector Machine....Pages 392-398
Haplotyping a Diploid Single Individual with a Fast and Accurate Enumeration Algorithm....Pages 399-411
Front Matter....Pages 203-203
Application of Machine Learning-Based Classification to Genomic Selection and Performance Improvement....Pages 412-421
Prediction of Hot Spots Based on Physicochemical Features and Relative Accessible Surface Area of Amino Acid Sequence....Pages 422-431
Identification of Hot Regions in Protein-Protein Interactions Based on Detecting Local Community Structure....Pages 432-438
Power Spectrum-Based Genomic Feature Extraction from High-Throughput ChIP-seq Sequences....Pages 439-447
Effective Protein Structure Prediction with the Improved LAPSO Algorithm in the AB Off-Lattice Model....Pages 448-454
Prediction of Target Genes Based on Multiway Integration of High-Throughput Data....Pages 455-460
Front Matter....Pages 461-461
A Hybrid Genetic Algorithm for Dual-Resource Constrained Job Shop Scheduling Problem....Pages 463-475
A Competitive Memetic Algorithm for Carbon-Efficient Scheduling of Distributed Flow-Shop....Pages 476-488
A Developed NSGA-II Algorithm for Multi-objective Chiller Loading Optimization Problems....Pages 489-497
Crane Scheduling in Coordination of Production and Transportation Process....Pages 498-504
Hybrid Estimation of Distribution Algorithm for No-Wait Flow-Shop Scheduling Problem with Sequence-Dependent Setup Times and Release Dates....Pages 505-516
A Discrete Invasive Weed Optimization Algorithm for the No-Wait Lot-Streaming Flow Shop Scheduling Problems....Pages 517-526
Two-Stage Flow-Open Shop Scheduling Problem to Minimize Makespan....Pages 527-535
An Improved Quantum-Inspired Evolution Algorithm for No-Wait Flow Shop Scheduling Problem to Minimize Makespan....Pages 536-547
An Enhanced Memetic Algorithm for Combinational Disruption Management in Sequence-Dependent Permutation Flowshop....Pages 548-559
Front Matter....Pages 561-561
Event Space-Correlation Analysis Algorithm Based on Ant Colony Optimization....Pages 563-570
Research on Information Security of College Ideology....Pages 571-579
A Network Protocol Reverse Engineering Method Based on Dynamic Taint Propagation Similarity....Pages 580-592
The Music Channel Access System Based on Internet....Pages 593-599
Research on Information Security of Electronic Commerce Logistics System....Pages 600-611
Front Matter....Pages 613-613
Discrete Interior Search Algorithm for Multi-resource Fair Allocation in Heterogeneous Cloud Computing Systems....Pages 615-626
A Modified Bacterial Foraging Optimization Algorithm for Global Optimization....Pages 627-635
An Augmented Artificial Bee Colony with Hybrid Learning for Traveling Salesman Problem....Pages 636-643
Particle Swarm Optimizer with Full Information....Pages 644-650
Location Selection of Multiple Logistics Distribution Center Based on Particle Swarm Optimization....Pages 651-658
Effects of Simulated Annealing Strategy on Swarm Intelligence Algorithm....Pages 659-666
A Complex Encoding Flower Pollination Algorithm for Global Numerical Optimization....Pages 667-678
An Fruit Fly Optimization Algorithm with Dimension by Dimension Improvement....Pages 679-690
Median-Oriented Bat Algorithm for Function Optimization....Pages 691-702
An Improved Artificial Bee Colony Algorithm for Solving Extremal Optimization of Function Problem....Pages 703-713
Modified Cuckoo Search Algorithm for Solving Permutation Flow Shop Problem....Pages 714-721
Application of Improved Cuckoo Search Algorithm to Path Planning Unmanned Aerial Vehicle....Pages 722-729
Dual-System Water Cycle Algorithm for Constrained Engineering Optimization Problems....Pages 730-741
Accurate Prediction of Protein Hot Spots Residues Based on Gentle AdaBoost Algorithm....Pages 742-749
Is There a Relationship Between Neighborhoods of Minority Class Instances and the Performance of Classification Methods?....Pages 750-761
A Hybrid Particle Swarm Optimization Embedded Trust Region Method....Pages 762-771
Front Matter....Pages 773-773
Inferring Disease-Related Domain Using Network-Based Method....Pages 775-783
Training Neural Networks as Experimental Models: Classifying Biomedical Datasets for Sickle Cell Disease....Pages 784-795
Multi-agent Systems for Dynamic Forensic Investigation....Pages 796-807
A Genetic Analytics Approach for Risk Variant Identification to Support Intervention Strategies for People Susceptible to Polygenic Obesity and Overweight....Pages 808-819
Front Matter....Pages 773-773
A Dynamic, Modular Intelligent-Agent Framework for Astronomical Light Curve Analysis and Classification....Pages 820-831
A Smart Health Monitoring Technology....Pages 832-842
A Framework on a Computer Assisted and Systematic Methodology for Detection of Chronic Lower Back Pain Using Artificial Intelligence and Computer Graphics Technologies....Pages 843-854
Partially Synthesised Dataset to Improve Prediction Accuracy....Pages 855-866
Back Matter....Pages 867-874