Intelligent Computing Theories and Methodologies: 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015, Proceedings, Part II

Front Matter....Pages I-XXIX
Efficiency and Effectiveness Metrics in Evolutionary Algorithms and Their Application....Pages 1-12
A Genetic Local Search Algorithm for Optimal Testing Resource Allocation in Module Software Systems....Pages 13-23
An Improved Artificial Bee Colony Algorithm Based on Particle Swarm Optimization and Differential Evolution....Pages 24-35
New Approaches to the Problems of Symmetric and Asymmetric Continuous Minimax Optimizations....Pages 36-46
A Video Steganalysis Algorithm for H.264/AVC Based on the Markov Features....Pages 47-59
Multi AUV Intelligent Autonomous Learning Mechanism Based on QPSO Algorithm....Pages 60-67
A Directional Evolution Control Model for Network....Pages 68-79
SRSP-PMF: A Novel Probabilistic Matrix Factorization Recommendation Algorithm Using Social Reliable Similarity Propagation....Pages 80-91
Adaptive Fuzzy PID Sliding Mode Controller of Uncertain Robotic Manipulator....Pages 92-103
Multiple Convolutional Neural Network for Feature Extraction....Pages 104-114
Hybrid Deep Learning for Plant Leaves Classification....Pages 115-123
A Container Bin Packing Algorithm for Multiple Objects....Pages 124-134
Distance Sensor Fusion for Obstacle Detection at Night Based on Kinect Sensors....Pages 135-144
Plant Leaf Recognition Based on Contourlet Transform and Support Vector Machine....Pages 145-154
Implementation of Plant Leaf Recognition System on ARM Tablet Based on Local Ternary Pattern....Pages 155-164
A BRMF-Based Model for Missing-Data Estimation of Image Sequence....Pages 165-169
Image Splicing Detection Based on Markov Features in QDCT Domain....Pages 170-176
Implementation of 3-D RDPAD Algorithm on Follicle Images Based CUDA....Pages 177-184
Localization of Pedestrian with Respect to Car Speed....Pages 185-194
Plant Leaves Extraction Method Under Complex Background Based on Closed-Form Matting Algorithm....Pages 195-202
Adaptive Piecewise Elastic Motion Estimation....Pages 203-215
A Steganography Algorithm Using Multidimensional Coefficient Matching for H.264/AVC....Pages 216-225
A P300 Clustering of Mild Cognitive Impairment Patients Stimulated in an Immersive Virtual Reality Scenario....Pages 226-236
Correcting and Standardizing Crude Drug Names in Traditional Medicine Formulae by Ensemble of String Matching Techniques....Pages 237-247
Clustering High-Dimensional Data via Spectral Clustering Using Collaborative Representation Coefficients....Pages 248-258
Classifying Stances of Interaction Posts in Social Media Debate Sites....Pages 259-269
Mining Long Patterns of Least-Support Items in Stream....Pages 270-282
Network Guide Robot System Proactively Initiating Interaction with Humans Based on Their Local and Global Behaviors....Pages 283-294
Hierarchical Features Fusion for Salient Object Detection in Low Contrast Images....Pages 295-306
Big Data Load Balancing Based on Network Architecture....Pages 307-317
Fuzzy Adaptive Controller Design for Control of Air in Conditioned Room....Pages 318-329
DBH-CLUS: A Hierarchal Clustering Method to Identify Pick-up/Drop-off Hotspots....Pages 330-341
A New Representation Method of H1N1 Influenza Virus and Its Application....Pages 342-350
Using Restricted Additive Tree Model for Identifying the Large-Scale Gene Regulatory Networks....Pages 351-359
Identification of Osteosarcoma-Related Genes Based on Bioinformatics Methods....Pages 360-366
A New Protein-Protein Interaction Prediction Algorithm Based on Conditional Random Field....Pages 367-378
Sequence-Based Random Projection Ensemble Approach to Identify Hotspot Residues from Whole Protein Sequence....Pages 379-389
Identification of Hot Regions in Protein-Protein Interactions Based on SVM and DBSCAN....Pages 390-398
Identification of Hot Regions in Protein Interfaces: Combining Density Clustering and Neighbor Residues Improves the Accuracy....Pages 399-407
Prediction of Protein Structural Classes Based on Predicted Secondary Structure....Pages 408-416
Analysis of Human Herpes Viruses with the Application of Data Mining....Pages 417-425
Comparative Studies Based on a 3-D Graphical Representation of Protein Sequences....Pages 426-435
A Graph Theoretic Approach for the Feature Extraction of Transcription Factor Binding Sites....Pages 436-444
The λ-Turn: A New Structural Motif in Ribosomal RNA....Pages 445-455
Discovery of Ovarian Cancer Candidate Genes Using Protein Interaction Information....Pages 456-466
Oscillatory Behavior of the Solutions for a Coupled van der Pol-Duffing Oscillator with Delay....Pages 467-472
Prediction of Clinical Drug Response Based on Differential Gene Expression Levels....Pages 473-479
SVM-Based Classification of Diffusion Tensor Imaging Data for Diagnosing Alzheimer’s Disease and Mild Cognitive Impairment....Pages 480-488
Extraction of Features from Patch Based Graphs for the Prediction of Disease Progression in AD....Pages 489-499
Group Sparse Representation for Prediction of MCI Conversion to AD....Pages 500-509
Prediction of Molecular Substructure Using Mass Spectral Data Based on Deep Learning....Pages 510-519
An Enhanced Algorithm for Reconstructing a Phylogenetic Tree Based on the Tree Rearrangement and Maximum Likelihood Method....Pages 520-529
Rapid Annotation of Non-coding RNA Structures with a Parameterized Filtering Approach....Pages 530-541
Prediction of Pre-miRNA with Multiple Stem-Loops Using Feedforward Neural Network....Pages 542-553
Gait Image Segmentation Based Background Subtraction....Pages 554-562
Multi-objective Optimization Method for Identifying Mutated Driver Pathways in Cancer....Pages 563-569
A Two-Stage Sparse Selection Method for Extracting Characteristic Genes....Pages 570-576
Identification of Mild Cognitive Impairment Using Extreme Learning Machines Model....Pages 577-588
Application of Graph Regularized Non-negative Matrix Factorization in Characteristic Gene Selection....Pages 589-600
Graph Regularized Non-negative Matrix with L0-Constraints for Selecting Characteristic Genes....Pages 601-611
Hypergraph Supervised Search for Inferring Multiple Epistatic Interactions with Different Orders....Pages 612-622
Predicting Protein-Protein Interactions from Amino Acid Sequences Using SaE-ELM Combined with Continuous Wavelet Descriptor and PseAA Composition....Pages 623-633
News Event Detection Based Web Big Data....Pages 634-645
Self-organized Neural Network Inspired by the Immune Algorithm for the Prediction of Speech Signals....Pages 646-653
A Framework to Support Ubiquitous Healthcare Monitoring and Diagnostic for Sickle Cell Disease....Pages 654-664
A Machine Learning Approach to Measure and Monitor Physical Activity in Children to Help Fight Overweight and Obesity....Pages 665-675
A Position Paper on Predicting the Onset of Nocturnal Enuresis Using Advanced Machine Learning....Pages 676-688
Improved Bacterial Foraging Optimization Algorithm with Information Communication Mechanism for Nurse Scheduling....Pages 689-700
Application of Disturbance of DNA Fragments in Swarm Intelligence Algorithm....Pages 701-707
Multi-objective PSO Based on Grid Strategy....Pages 708-716
SRBFOs for Solving the Heterogeneous Fixed Fleet Vehicle Routing Problem....Pages 717-724
SRBFO Algorithm for Production Scheduling with Mold and Machine Maintenance Consideration....Pages 725-732
A Novel Branch-Leaf Growth Algorithm for Numerical Optimization....Pages 733-741
Back Matter....Pages 742-750
....Pages 751-755