Intelligent Computing Theories and Application: 13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part II

Front Matter....Pages I-XXIII
Front Matter....Pages 1-1
Face Recognition via Domain Adaptation and Manifold Distance Metric Learning....Pages 3-10
Front Matter....Pages 11-11
Generalized Cubic Hermite Interpolation Based on Perturbed Padé Approximation....Pages 13-21
Automatic License Plate Recognition Using Local Binary Pattern and Histogram Matching....Pages 22-34
Leg Ulcer Long Term Analysis....Pages 35-44
Front Matter....Pages 45-45
Assessing Learners’ Reasoning Using Eye Tracking and a Sequence Alignment Method....Pages 47-57
Front Matter....Pages 59-59
An Intelligent Systems Approach to Primary Headache Diagnosis....Pages 61-72
Front Matter....Pages 73-73
Benchmarking and Evaluating MATLAB Derivative-Free Optimisers for Single-Objective Applications....Pages 75-88
Front Matter....Pages 89-89
Dependent Source Separation with Nonparametric Non-Gaussianity Measure....Pages 91-101
Front Matter....Pages 103-103
Convolutional Neural Network Based Bearing Fault Diagnosis....Pages 105-111
Front Matter....Pages 113-113
A Performance Evaluation of Systematic Analysis for Combining Multi-class Models for Sickle Cell Disorder Data Sets....Pages 115-121
Front Matter....Pages 123-123
Feature Selection Based on Density Peak Clustering Using Information Distance Measure....Pages 125-131
Front Matter....Pages 133-133
Joint Sample Expansion and 1D Convolutional Neural Networks for Tumor Classification....Pages 135-141
Front Matter....Pages 143-143
2DIs: A SBML Compliant Web Platform for the Design and Modeling of Immune System Interactions....Pages 145-154
Front Matter....Pages 155-155
Modeling Neuron-Astrocyte Interactions: Towards Understanding Synaptic Plasticity and Learning in the Brain....Pages 157-168
Modeling PI3K/PDK1/Akt and MAPK Signaling Pathways Using Continuous Petri Nets....Pages 169-175
Keratoconus Diagnosis by Patient-Specific 3D Modelling and Geometric Parameters Analysis....Pages 176-187
On Checking Linear Dependence of Parametric Vectors....Pages 188-196
Front Matter....Pages 197-197
Effective Identification of Hot Spots in PPIs Based on Ensemble Learning....Pages 199-207
Fast Significant Matches of Position Weight Matrices Based on Diamond Sampling....Pages 208-218
Combination of EEG Data Time and Frequency Representations in Deep Networks for Sleep Stage Classification....Pages 219-229
Front Matter....Pages 197-197
An Effective Strategy for Trait Combinations in Multiple-Trait Genomic Selection....Pages 230-239
A Multiway Semi-supervised Online Sequential Extreme Learning Machine for Facial Expression Recognition with Kinect RGB-D Images....Pages 240-253
Protein Hot Regions Feature Research Based on Evolutionary Conservation....Pages 254-260
CMFHMDA: Collaborative Matrix Factorization for Human Microbe-Disease Association Prediction....Pages 261-269
Front Matter....Pages 271-271
Accurately Estimating Tumor Purity of Samples with High Degree of Heterogeneity from Cancer Sequencing Data....Pages 273-285
Identifying Heterogeneity Patterns of Allelic Imbalance on Germline Variants to Infer Clonal Architecture....Pages 286-297
Front Matter....Pages 299-299
Predicting Essential Proteins Using a New Method....Pages 301-308
Front Matter....Pages 309-309
Combining Gene Expression and Interactions Data with miRNA Family Information for Identifying miRNA-mRNA Regulatory Modules....Pages 311-322
Front Matter....Pages 323-323
Association Mapping Approach into Type 2 Diabetes Using Biomarkers and Clinical Data....Pages 325-336
An Ant-Colony Based Approach for Identifying a Minimal Set of Rare Variants Underlying Complex Traits....Pages 337-349
Evaluation of Phenotype Classification Methods for Obesity Using Direct to Consumer Genetic Data....Pages 350-362
Front Matter....Pages 363-363
Classification of Hub Protein and Analysis of Hot Regions in Protein-Protein Interactions....Pages 365-374
Genome-Wide Identification of Essential Proteins by Integrating RNA-seq, Subcellular Location and Complexes Information....Pages 375-384
Front Matter....Pages 385-385
Similarity Comparison of 3D Protein Structure Based on Riemannian Manifold....Pages 387-397
Protein-Protein Binding Affinity Prediction Based on Wavelet Package Transform and Two-Layer Support Vector Machines....Pages 398-407
Prediction of Lysine Pupylation Sites with Machine Learning Methods....Pages 408-417
Front Matter....Pages 419-419
An Integrative Approach for the Functional Analysis of Metagenomic Studies....Pages 421-427
LSLS: A Novel Scaffolding Method Based on Path Extension....Pages 428-438
Front Matter....Pages 439-439
The Hasp Motif: A New Type of RNA Tertiary Interactions....Pages 441-453
Front Matter....Pages 455-455
SPYSMDA: SPY Strategy-Based MiRNA-Disease Association Prediction....Pages 457-466
Front Matter....Pages 467-467
SOFM-Top: Protein Remote Homology Detection and Fold Recognition Based on Sequence-Order Frequency Matrix....Pages 469-480
Front Matter....Pages 481-481
A Supervised Breast Lesion Images Classification from Tomosynthesis Technique....Pages 483-489
Front Matter....Pages 491-491
Computer Vision and EMG-Based Handwriting Analysis for Classification in Parkinson’s Disease....Pages 493-503
A Novel Approach in Combination of 3D Gait Analysis Data for Aiding Clinical Decision-Making in Patients with Parkinson’s Disease....Pages 504-514
Front Matter....Pages 515-515
Identification of Candidate Drugs for Heart Failure Using Tensor Decomposition-Based Unsupervised Feature Extraction Applied to Integrated Analysis of Gene Expression Between Heart Failure and DrugMatrix Datasets....Pages 517-528
Calculating Kolmogorov Complexity from the Transcriptome Data....Pages 529-540
Influence of Amino Acid Properties for Characterizing Amyloid Peptides in Human Proteome....Pages 541-548
Link Mining for Kernel-Based Compound-Protein Interaction Predictions Using a Chemogenomics Approach....Pages 549-558
Investigating Alzheimer’s Disease Candidate Genes Based on Combined Network Using Subnetwork Extraction Algorithms....Pages 559-565
Front Matter....Pages 567-567
A Comparative Analysis Among Dual Tree Complex Wavelet and Other Wavelet Transforms Based on Image Compression....Pages 569-580
Distributed One Dimensional Calibration and Localisation of a Camera Sensor Network....Pages 581-593
Front Matter....Pages 595-595
CAPTCHA Recognition Based on Faster R-CNN....Pages 597-605
Prediction of Subcellular Localization of Multi-site Virus Proteins Based on Convolutional Neural Networks....Pages 606-615
Improved Convolutional Neural Networks for Identifying Subcellular Localization of Gram-Negative Bacterial Proteins....Pages 616-625
Emotion Recognition from Noisy Mandarin Speech Preprocessed by Compressed Sensing....Pages 626-636
A Novel Adaptive Beamforming with Combinational Algorithm in Wireless Communications....Pages 637-646
Learning Bayesian Networks Structure Based Part Mutual Information for Reconstructing Gene Regulatory Networks....Pages 647-654
Bilateral Filtering NIN Network for Image Classification....Pages 655-665
A High and Efficient Sparse and Compressed Sensing-Based Security Approach for Biometric Protection....Pages 666-677
Robust Real-Time Head Detection by Grayscale Template Matching Based on Depth Images....Pages 678-688
Front Matter....Pages 595-595
A Data Stream Clustering Algorithm Based on Density and Extended Grid....Pages 689-699
Credit Risk Assessment Based on Long Short-Term Memory Model....Pages 700-712
The Feature Extraction Method of EEG Signals Based on the Loop Coefficient of Transition Network....Pages 713-719
Safety Inter-vehicle Policy Based on the Longitudinal Dynamics Behaviors....Pages 720-729
Global Adaptive and Local Scheduling Control for Smart Isolated Intersection Based on Real-Time Phase Saturability....Pages 730-739
Classifying DNA Microarray for Cancer Diagnosis via Method Based on Complex Networks....Pages 740-747
Predicting Multisite Protein Sub-cellular Locations Based on Correlation Coefficient....Pages 748-756
Using a Hierarchical Classification Model to Predict Protein Tertiary Structure....Pages 757-764
The Study on Grade Categorization Model of Question Based on on-Line Test Data....Pages 765-775
2D Human Parsing with Deep Skin Model and Part-Based Model Inference....Pages 776-787
Terrain Visualization Based on Viewpoint Movement....Pages 788-799
Distributed Processing of Continuous Range Queries Over Moving Objects....Pages 800-810
Identity Authentication Technology of Mobile Terminal Based on Cloud Face Recognition....Pages 811-822
Prediction and Analysis of Mature microRNA with Flexible Neural Tree Model....Pages 823-833
Back Matter....Pages 835-841