Intelligent Computing Theories and Application: 12th International Conference, ICIC 2016, Lanzhou, China, August 2-5, 2016, Proceedings, Part I (Lecture Notes in Computer Science Book 9771)

This two-volume set LNCS 9771 and LNCS 9772 constitutes - in conjunction with the volume LNAI 9773 - the refereed proceedings of the 12th International Conference on Intelligent Computing, ICIC 2016, held in Lanzhou, China, in August 2016. The 221 full papers and 15 short papers of the three proceedings volumes were carefully reviewed and selected from 639 submissions. The papers are organized in topical sections such as signal processing and image processing; information security, knowledge discovery, and data mining; systems biology and intelligent computing in computational biology; intelligent computing in scheduling; information security; advances in swarm intelligence: algorithms and applications; machine learning and data analysis for medical and engineering applications; evolutionary computation and learning; independent component analysis; compressed sensing, sparse coding; social computing; neural networks; nature inspired computing and optimization; genetic algorithms; signal processing; pattern recognition; biometrics recognition; image processing; information security; virtual reality and human-computer interaction; healthcare informatics theory and methods; artificial bee colony algorithms; differential evolution; memetic algorithms; swarm intelligence and optimization; soft computing; protein structure and function prediction; advances in swarm intelligence: algorithms and applications; optimization, neural network, and signal processing; biomedical informatics and image processing; machine learning; knowledge discovery and natural language processing; nature inspired computing and optimization; intelligent control and automation; intelligent data analysis and prediction; computer vision; knowledge representation and expert system; bioinformatics. 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