Intelligent Computing Methodologies: 13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part III

Front Matter....Pages I-XXI
Front Matter....Pages 1-1
An Adaptive Position Synchronization Controller Using Orthogonal Neural Network for 3-DOF Planar Parallel Manipulators....Pages 3-14
Navigation of Mobile Robot Using Type-2 Fuzzy System....Pages 15-26
Front Matter....Pages 27-27
An Effective EM-PND Based Integrated Approach for NRSFM with Small Size Sequences....Pages 29-36
Single Laser Bidirectional Sensing for Robotic Wheelchair Step Detection and Measurement....Pages 37-47
Detecting Inner Emotions from Video Based Heart Rate Sensing....Pages 48-57
Agricultural Pests Tracking and Identification in Video Surveillance Based on Deep Learning....Pages 58-70
Accuracy Enhancement of the Viola-Jones Algorithm for Thermal Face Detection....Pages 71-82
Leaf Categorization Methods for Plant Identification....Pages 83-94
An Integrated Learning Framework for Pedestrian Tracking....Pages 95-106
Lumbar Spine Discs Labeling Using Axial View MRI Based on the Pixels Coordinate and Gray Level Features....Pages 107-116
Speeding Up Dilated Convolution Based Pedestrian Detection with Tensor Decomposition....Pages 117-127
A Robust Method for Multimodal Image Registration Based on Vector Field Consensus....Pages 128-139
Front Matter....Pages 141-141
A New Indoor Location Method Based on Real-Time Motion and Sectional Compressive Sensing....Pages 143-155
An Efficient Allocation Mechanism for Crowdsourcing Tasks with Minimum Execution Time....Pages 156-167
Research on Link Layer Topology Discovery Algorithm Based on Dynamic Programming....Pages 168-177
Front Matter....Pages 179-179
Multiple-Crane Integrated Scheduling Problem with Flexible Group Decision in a Steelmaking Shop....Pages 181-187
Fault Diagnosis of Internal Combustion Engine Using Empirical Mode Decomposition and Artificial Neural Networks....Pages 188-199
Front Matter....Pages 201-201
Distributed Attack Prevention Using Dempster-Shafer Theory of Evidence....Pages 203-212
Front Matter....Pages 213-213
A Code Quality Metrics Model for React-Based Web Applications....Pages 215-226
An Interaction-Centric Approach to Support Coordination in IoT-Based Enterprise Systems....Pages 227-238
Front Matter....Pages 239-239
Fuzzy PID Controller for Reactive Power Accuracy and Circulating Current Suppression in Islanded Microgrid....Pages 241-252
Adaptive Control of DC-DC Converter Based on Hybrid Fuzzy PID Controller....Pages 253-263
Fuzzy Uncertainty in Random Variable Generation: An α-Cut Approach....Pages 264-273
Path Planning of Bionic Robotic Fish Based on BK Products of Fuzzy Relation....Pages 274-285
A Fuzzy Inference System to Scheduling Tasks in Queueing Systems....Pages 286-297
Campus Network Information Security Risk Assessment Based on FAHP and Matter Element Model....Pages 298-306
Front Matter....Pages 307-307
A Novel Semi-supervised Short Text Classification Algorithm Based on Fusion Similarity....Pages 309-319
Front Matter....Pages 321-321
Clustering of High Dimensional Handwritten Data by an Improved Hypergraph Partition Method....Pages 323-334
K-normal: An Improved K-means for Dealing with Clusters of Different Sizes....Pages 335-344
Front Matter....Pages 345-345
Kernel Based Non-Negative Matrix Factorization Method with General Kernel Functions....Pages 347-359
β-Barrel Transmembrane Protein Predicting Using Support Vector Machine....Pages 360-368
Front Matter....Pages 369-369
Innovative Research of Financial Risk Based on Financial Soliton Theory and Big Data Ideation....Pages 371-376
An Effective Sampling Strategy for Ensemble Learning with Imbalanced Data....Pages 377-388
Adaptive Kendall’s τ Correlation in Bipartite Network for Recommendation....Pages 389-399
Using Ontology and Cluster Ensembles for Geospatial Clustering Analysis....Pages 400-410
Front Matter....Pages 411-411
Mining Implicit Intention Using Attention-Based RNN Encoder-Decoder Model....Pages 413-424
POS-Tagging Enhanced Korean Text Summarization....Pages 425-435
A Supervised Term Weighting Scheme for Multi-class Text Categorization....Pages 436-447
Recognizing Text Entailment via Bidirectional LSTM Model with Inner-Attention....Pages 448-457
Front Matter....Pages 459-459
Design of Smart Garden System Using Particle Filter for Monitoring and Controlling the Plant Cultivation....Pages 461-466
Front Matter....Pages 459-459
Hybrid Global Crossover Bees Algorithm for Solving Boolean Function Classification Task....Pages 467-478
Front Matter....Pages 479-479
A Hybrid Approach Based on CS and GA for Cluster Analysis....Pages 481-490
Solving 0–1 Knapsack Problems by Binary Dragonfly Algorithm....Pages 491-502
Moth Swarm Algorithm for Clustering Analysis....Pages 503-514
BPSO Optimizing for Least Squares Twin Parametric Insensitive Support Vector Regression....Pages 515-521
Front Matter....Pages 523-523
A Multi-modal SPM Model for Image Classification....Pages 525-535
Coverless Information Hiding Based on Robust Image Hashing....Pages 536-547
Image Firewall for Filtering Privacy or Sensitive Image Content Based on Joint Sparse Representation....Pages 548-559
Front Matter....Pages 561-561
Hierarchical Skull Registration Method with a Bounded Rotation Angle....Pages 563-573
Sex Determination of Incomplete Skull of Han Ethnic in China....Pages 574-585
Normalized Euclidean Super-Pixels for Medical Image Segmentation....Pages 586-597
A Computer Aided Ophthalmic Diagnosis System Based on Tomographic Features....Pages 598-609
Front Matter....Pages 611-611
A Reversible Data Hiding Method Based on HEVC Without Distortion Drift....Pages 613-624
A Protection Method of Wavelength Security Based on DWDM Optical Networks....Pages 625-633
Modulation Technology of Humanized Voice in Computer Music....Pages 634-641
A Data Hiding Method for H.265 Without Intra-frame Distortion Drift....Pages 642-650
Front Matter....Pages 651-651
Study on Updating Algorithm of Attribute Coordinate Evaluation Model....Pages 653-662
The Concept of Applying Lifelong Learning Paradigm to Cybersecurity....Pages 663-671
Lying Speech Characteristic Extraction Based on SSAE Deep Learning Model....Pages 672-681
A Novel Fire Detection Approach Based on CNN-SVM Using Tensorflow....Pages 682-693
Front Matter....Pages 651-651
A Hybrid Learning Algorithm for the Optimization of Convolutional Neural Network....Pages 694-705
Robust Ranking Model via Bias-Variance Optimization....Pages 706-718
A Comparison of Distance Metrics in Semi-supervised Hierarchical Clustering Methods....Pages 719-731
Classifying Non-linear Gene Expression Data Using a Novel Hybrid Rotation Forest Method....Pages 732-743
Front Matter....Pages 745-745
A Classification and Predication Framework for Taxi-Hailing Based on Big Data....Pages 747-758
PRACE: A Taxi Recommender for Finding Passengers with Deep Learning Approaches....Pages 759-770
Local Sensitive Low Rank Matrix Approximation via Nonconvex Optimization....Pages 771-781
Back Matter....Pages 783-789