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

✍ Scribed by De-Shuang Huang, Abir Hussain, Kyungsook Han, M. Michael Gromiha (eds.)

• Publisher: Springer International Publishing
• Year: 2017
• Tongue: English
• Leaves: 781
• Series: Lecture Notes in Computer Science 10363
• Edition: 1
• Category: Library

✦ Synopsis

This three-volume set LNCS 10361, LNCS 10362, and LNAI 10363 constitutes the refereed proceedings of the 13th International Conference on Intelligent Computing, ICIC 2017, held in Liverpool, UK, in August 2017. The 212 full papers and 20 short papers of the three proceedings volumes were carefully reviewed and selected from 612 submissions. This third volume of the set comprises 67 papers. The papers are organized in topical sections such as Intelligent Computing in Robotics; Intelligent Computing in Computer Vision; Intelligent Control and Automation; Intelligent Agent and Web Applications; Fuzzy Theory and Algorithms; Supervised Learning; Unsupervised Learning; Kernel Methods and Supporting Vector Machines; Knowledge Discovery and Data Mining; Natural Language Processing and Computational Linguistics; Advances of Soft Computing: Algorithms and Its Applications - Rozaida Ghazali; Advances in Swarm Intelligence Algorithm; Computational Intelligence and Security for Image Applications in SocialNetwork; Biomedical Image Analysis; Information Security; Machine Learning; Intelligent Data Analysis and Prediction.

✦ Table of Contents

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

✦ Subjects

Artificial Intelligence (incl. Robotics);Information Systems Applications (incl. Internet);Information Storage and Retrieval;Image Processing and Computer Vision;Data Mining and Knowledge Discovery;Algorithm Analysis and Problem Com