Intelligent Computing Methodologies: 15th International Conference, ICIC 2019, Nanchang, China, August 3-6, 2019, Proceedings, Part III

Description

This two-volume set of LNCS 11643 and LNCS 11644 constitutes – in conjunction with the volume LNAI 11645 – the refereed proceedings of the 15th International Conference on Intelligent Computing, ICIC 2019, held in Nanchang, China, in August 2019. The 217 full papers of the three proceedings volumes were carefully reviewed and selected from 609 submissions.

The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is “Advanced Intelligent Computing Methodologies and Applications.” Papers related to this theme are especially solicited, including theories, methodologies, and applications in science and technology.

Table of Contents

1.  Front Matter
2. Flower Species Recognition System Combining Object Detection and Attention Mechanism
3. A Person-Following Shopping Support Robot Based on Human Pose Skeleton Data and LiDAR Sensor
4. A New Hybrid Calibration Method for Robot Manipulators by Combining Model–Based Identification Technique and a Radial Basis Function–Based Error
5. Compensation
6. Smart Wheelchair Maneuvering Among People
7. A Human-Robot Interaction System Based on Calling Hand Gestures
8. A Welding Defect Identification Approach in X-ray Images Based on Deep Convolutional Neural Networks
9. Person Re-identification Based on Feature Fusion
10. Exploiting Local Shape Information for Cross-Modal Person Re-identification
11. Single and Multi-channel Direct Visual Odometry with Binary Descriptors
12. Performance Evaluation of Faster R-CNN for On-Road Object Detection on Graphical Processing Unit and Central Processing Unit
13. Research on Full Homomorphic Encryption Algorithm for Integer in Cloud Environment
14. Implementation of a Centralized Scheduling Algorithm for IEEE 802.15.4e TSCH
15. Learning Automata-Based Solutions to the Multi-Elevator Problem
16. Developing System from Low-Cost Devices to Build a Security and Fire System as a Part of IoT
17. Full-Order Sliding Mode Control Algorithm for Robot Manipulators Using an Adaptive Radial Basis Function Neural Network
18. Continuous PID Sliding Mode Control Based on Neural Third Order Sliding Mode Observer for Robotic Manipulators
19. Intelligent Bus Shunting Control System Based on Face Recognition
20. Tilt-Scrolling: A Comparative Study of Scrolling Techniques for Mobile Devices
21. Optimizing Self-organizing Lists-on-Lists Using Pursuit-Oriented Enhanced Object Partitioning
22. Research on Location Prediction of Moving Objects Based on Grey Markov Model
23. Mildew Prediction Model of Warehousing Tobacco Based on Particle Swarm Optimization and BP Neural Network
24. Exploring the Pan-Relationship Between Disease and Symptom Related to Coronary Heart Disease from Chinese Electronic Medical Records
25. The Actuator and Sensor Fault Estimation Using Robust Observer Based Reconstruction for Mini Motion Package Electro-Hydraulic Actuator
26. The Actuator Fault Estimation Using Robust Sliding Mode Observer for Linear System Applied for Mini Motion Package Electro-Hydraulic Actuator
27. A Fault Tolerant Strategy Based on Model Predictive Control for Full Bidirectional Switches Indirect Matrix Converter
28. Rotary Machine Fault Diagnosis Using Scalogram Image and Convolutional Neural Network with Batch Normalization
29. Real Implementation of an Active Fault Tolerant Control Based on Super Twisting Technique for a Robot Manipulator
30. Credibility Assessment of Complex Simulation Models Using Cloud Models to Represent and Aggregate Diverse Evaluation Results
31. Dual Sparse Collaborative Matrix Factorization Method Based on Gaussian Kernel Function for Predicting LncRNA-Disease Associations
32. Applying Support Vector Machine, C5.0, and CHAID to the Detection of Financial Statements Frauds
33. A New Manifold-Based Feature Extraction Method
34. lncRNA-LSTM: Prediction of Plant Long Non-coding RNAs Using Long Short-Term Memory Based on p-nts Encoding
35. Prediction of Plant lncRNA-Protein Interactions Using Sequence Information Based on Deep Learning
36. Predicting of Drug-Disease Associations via Sparse Auto-Encoder-Based Rotation Forest
37. A Novel Compression Algorithm for Hardware-Oriented Gradient Boosting Decision Tree Classification Model
38. MISSIM: Improved miRNA-Disease Association Prediction Model Based on Chaos Game Representation and Broad Learning System
39. Univariate Thiele Type Continued Fractions Rational Interpolation with Parameters
40. Data Science Approaches for the Analysis of Animal Behaviours
41. An Algorithm of Bidirectional RNN for Offline Handwritten Chinese Text Recognition
42. A Novel Concise Representation of Frequent Subtrees Based on Density
43. Ranking Research Institutions Based on the Combination of Individual and Network Features
44. Chinese Temporal Expression Recognition Combining Rules with a Statistical Model
45. An Optimization Regression Model for Predicting Average Temperature of Core Dead Stock Column
46. A Selection Method for Denoising Auto Encoder Features Using Cross Entropy
47. Data Lineage Approach of Multi-version Documents Traceability in Complex Software Engineering
48. Resource Efficiency Optimization for Big Data Mining Algorithm with Multi-MapReduce Collaboration Scenario
49. A Fuzzy Constraint Based Outlier Detection Method
50. Chinese Agricultural Entity Relation Extraction via Deep Learning
51. Dimensions Effect in Word Embeddings of Knowledge Graph
52. Short Text Mapping Based on Fast Clustering Using Minimum Spanning Trees
53. Missing Data Imputation for Operation Data of Transformer Based on Functional Principal Component Analysis and Wavelet Transform
54. Periodic Action Temporal Localization Method Based on Two-Path Architecture for Product Counting in Sewing Video
55. Investigating the Capability of Agile Processes to Support Medical Devices Regulations: The Case of XP, Scrum, and FDD with EU MDR Regulations
56. Age Group Detection in Stochastic Gas Smart Meter Data Using Decision-Tree Learning
57. Non-directional Learning Strategy Particle Swarm Optimization Algorithm
58. An Improved Social Learning Particle Swarm Optimization Algorithm with Selected Learning
59. An Integrated Classification Algorithm Using Forecasting Probability Strategies for Mobile App Statistics
60. An Improved PSO Algorithm with an Area-Oriented Learning Strategy
61. An Improved PSO Algorithm with Migration Behavior and Asynchronous Varying Acceleration Coefficient
62. Data Clustering Using the Cooperative Search Based Artificial Bee Colony Algorithm
63. Feature Selection Using a Reinforcement-Behaved Brain Storm Optimization
64. Shuffle Single Shot Detector
65. Feasibility of a Non-immersive Virtual Reality Training on Functional Living Skills Applied to Person with Major Neurocognitive Disorder
66. Design and Development of a Robotic Platform Based on Virtual Reality Scenarios and Wearable Sensors for Upper Limb Rehabilitation and Visuomotor Coordination
67. Depth-Awareness in a System for Mixed-Reality Aided Surgical Procedures
68. An Innovative Neural Network Framework for Glomerulus Classification Based on Morphological and Texture Features Evaluated in Histological Images of Kidney Biopsy
69. Evaluating Generalization Capability of Bio-inspired Models for a Myoelectric Control: A Pilot Study
70. A Survey on Deep Learning in Electromyographic Signal Analysis
71. Occluded Object Classification with Assistant Unit
72. Water Wave Optimization for Flow-Shop Scheduling
73. The Implementation of Pretrained AlexNet on PCG Classification
74. Power Supply and Its Expert System for Cold Welding of Aluminum and Magnesium Sheet Metal
75. Back Matter

Editors Biography

De-Shuang Huang
Tongji University, Shanghai, China

Zhi-Kai Huang
Nanchang Institute of Technology, Nanchang, China

Abir Hussain
Liverpool John Moores University, Liverpool, UK