9811064504
IT Convergence and Security 2017: Volume 1 (Lecture Notes in Electrical Engineering)
ISBN-10: 9811064504
ISBN-13: 9789811064500
Edition 版次: 1st ed. 2018
Publication Date 出版日期: 2017-10-05
Print Length 页数: 350
This is the first volume of proceedings including selected papers from the International Conference on IT Convergence and Security (ICITCS) 2017,presenting a snapshot of the latest issues encountered in this field. It explores how IT convergence and security issues are core to most current research,and industrial and commercial activities. It consists of contributions covering topics such as machine learning & deep learning,communication and signal processing,computer vision and applications,future network technology,artificial intelligence and robotics.ICITCS 2017 is the latest in a series of highly successful International Conferences on IT Convergence and Security,previously held in Prague,Czech Republic(2016),Kuala Lumpur,Malaysia (2015) Beijing,China (2014),Macau,China (2013),Pyeong Chang,Korea (2012),and Suwon,Korea (2011).
Contents
Chapter 1. Machine Learning and Deep Learning
Chapter 2. Image-Based Content Retrieval via Class-Based Histogram Comparisons
Chapter 3. Smart Content Recognition from Images Using a Mixture of Convolutional Neural Networks
Chapter 4. Failure Part Mining Using an Association Rules Mining by FP-Growth and Apriori Algorithms: Case of ATM Maintenance in Thailand
Chapter 5. Improving Classification of Imbalanced Student Dataset Using Ensemble Method of Voting,Bagging,and …
Chapter 6. Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network
Chapter 7. An Improved SVM-T-RFE Based on Intensity-Dependent Normalization for Feature Selection in Gene Expre …
Chapter 8. Vehicle Counting System Based on Vehicle Type Classification Using Deep Learning Method
Chapter 9. Metadata Discovery of Heterogeneous Biomedical Datasets Using Token-Based Features
Chapter 10. Heavy Rainfall Forecasting Model Using Artificial Neural Network for Flood Prone Area
Chapter 11. Communication and Signal Processing
Chapter 12. I-Vector Extraction Using Speaker Relevancy for Short Duration Speaker Recognition
Chapter 13. A Recommended Replacement Algorithm for the Scalable Asynchronous Cache Consistency Scheme
Chapter 14. Multiple Constraints Satisfaction-Based Reliable Localization for Mobile Underwater Sensor Networks
Chapter 15. A Design of Kernel-Level Remote Memory Extension System
Chapter 16. A Comparison of Model Validation Techniques for Audio-Visual Speech Recognition
Chapter 17. Multi-focus Image Fusion Based on Non-subsampled Shearlet Transform and Sparse Representation
Chapter 18. Implementation of Large-Scale Network Flow Collection System and Flow Analysis in KREONET
Chapter 19. Computer Vision and Applications
Chapter 20. A Novel BP Neural Network Based System for Face Detection
Chapter 21. A Distributed CBIR System Based on Improved SURF on Apache Spark
Chapter 22. Fish Species Recognition Based on CNN Using Annotated Image
Chapter 23. Head Pose Estimation Using Convolutional Neural Network
Chapter 24. Towards Robust Face Sketch Synthesis with Style Transfer Algorithms
Chapter 25. Object Segmentation with Neural Network Combined GrabCut
Chapter 26. From Voxels to Ellipsoids: Application to Pore Space Geometrical Modelling
Chapter 27. Investigation of Dimensionality Reduction in a Finger Vein Verification System
Chapter 28. Palm Vein Recognition Using Scale Invariant Feature Transform with RANSAC Mismatching Removal
Chapter 29. Speed Limit Traffic Sign Classification Using Multiple Features Matching
Chapter 30. Future Network Technology
Chapter 31. Big Streaming Data Sampling and Optimization
Chapter 32. Artificial Intelligence and Robotics
Chapter 33. Fuzzy Model for the Average Delay Time on a Road Ending with a Traffic Light
Chapter 34. Characteristics of Magnetorheological Fluids Applied to Prosthesis for Lower Limbs with Active Damping
Chapter 35. Multi-Objective Shape Optimization in Generative Design: Art Deco Double Clip Brooch Jewelry Design
Chapter 36. Adaptation of the Bioloid Humanoid as an Auxiliary in the Treatment of Autistic Children
Chapter 37. Autonomous Assistance System for People with Amyotrophic Lateral Sclerosis
Chapter 38. Coordinated Control of a Omnidirectional Double Mobile Manipulator
Chapter 39. Heterogeneous Cooperation for Autonomous Navigation Between Terrestrial and Aerial Robots
Chapter 40. Linear Algebra Applied to Kinematic Control of Mobile Manipulators
Chapter 41. Software Engineering and Knowledge Engineering
Chapter 42. Enterprise Requirements Management Knowledge Towards Digital Transformation
Chapter 43. Qualitative Requirements Analysis Process in Organization Goal-Oriented Requirements Engineering (OG …
Chapter 44. An Improvement of Unknown-Item Search for OPAC Using Ontology and Academic Information
Chapter 45. Activities in Software Project Management Class: An Experience from Flipped Classrooms
Chapter 46. Solo Scrum in Bureaucratic Organization: A Case Study from Thailand
