big data analysis deep learning

一个会议的论文集。英文版。 Big Data Analysis and Deep Learning Applications: Proceedings of the First International Conference on Big Data Analysis and Deep Learning (Advances in Intelligent Systems and Computing) This book presents a compilation of selected papers from the first International Conference on Big Data Analysis and Deep Learning Applications (ICBDL 2018), and focuses on novel techniques in the fields of big data analysis, machine learning, system monitoring, image processing, conventional neural networks, communication, indust rial information, and their applications. Readers will find insights to help them realize more efficient algorithms and systems used in real-life applications and contexts, making the book an essential reference guide for academic researchers, professionals, software engineers in the industry, and regulators of aviation authorities. Table of Contents Chapter 1. Data-Driven Constrained Evolutionary Scheme for Predicting Price of Individual Stock in Dynamic Mark ... Chapter 2. Predictive Big Data Analytics Using Multiple Linear Regression Model Chapter 3. Evaluation for Teacher’s Ability and Forecasting Student’s Career Based on Big Data Chapter 4. Tweets Sentiment Analysis for Healthcare on Big Data Processing and IoT Architecture Using Maximum Entropy Classifier Chapter 5. A Survey on Influence and Information Diffusion in Twitter Using Big Data Analytics Chapter 6. Real Time Semantic Events Detection from Social Media Stream Chapter 7. Community and Outliers Detection in Social Network Chapter 8. Analyzing Sentiment Level of Social Media Data Based on SVM and Naïve Bayes Algorithms Chapter 9. Accuracy Improvement of Accelerometer-Based Location Estimation Using Neural Network Chapter 10. Transparent Object Detection Using Convolutional Neural Network Chapter 11. Multi-label Land Cover Indices Classification of Satellite Images Using Deep Learning Chapter 12. Real-Time Hand Pose Recognition Using Faster Region-Based Convolutional Neural Network Chapter 13. School Mapping for Schools of Basic Education in Myanmar Chapter 14. GBSO-RSS: GPU-Based BSO for Rules Space Summarization Chapter 15. Machine Learning Based Live VM Migration for Efficient Cloud Data Center Chapter 16. Dynamic Replication Management Scheme for Distributed File System Chapter 17. Frequent Pattern Mining for Dynamic Database by Using Hadoop GM-Tree and GTree Chapter 18. Investigation of the Use of Learning Management System (Moodle) in University of Computer Studies, Mandalay Chapter 19. User Preference Information Retrieval by Using Multiplicative Adaptive Refinement Search Algorithm Chapter 20. Proposed Framework for Stochastic Parsing of Myanmar Language Chapter 21. FDTD Based Numerical Calculation of Electromagnetic Wave Radiation in Multi-layer Circular Cylindric ... Chapter 22. Improved Convergence in Eddy-Current Analysis by Singular Value Decomposition of Subdomain Problem Chapter 23. Development and Validation of Parallel Acoustic Analysis Method for the Sound Field Design of a Larg ... Chapter 24. Secret Audio Messages Hiding in Images Chapter 25. Location Based Personal Task Reminder System Using GPS Technology Chapter 26. Front Caster Capable of Reducing Horizontal Forces on Step Climbing Chapter 27. Mobile Location Based Indexing for Range Searching Chapter 28. Building Travel Speed Estimation Model for Yangon City from Public Transport Trajectory Data Chapter 29. Comparison Between Block-Encoding and Quadtree Compression Methods for Raster Maps Chapter 30. A Study on Estrus Detection of Cattle Combining Video Image and Sensor Information Chapter 31. Behavior Analysis for Nursing Home Monitoring System Chapter 32. A Study on Detection of Abnormal Behavior by a Surveillance Camera Image Chapter 33. A Study on Detection of Suspicious Persons for Intelligent Monitoring System Chapter 34. A Study on Violence Behavior Detection System Between Two Persons Chapter 35. Object Detection and Recognition System for Pick and Place Robot Chapter 36. Myanmar Rice Grain Classification Using Image Processing Techniques Chapter 37. Color Segmentation Based on Human Perception Using Fuzzy Logic Chapter 38. Key Frame Extraction Techniques Chapter 39. A Study on Music Retrieval System Using Image Processing Chapter 40. Analysis of Environmental Change Detection Using Satellite Images (Case Study: Irrawaddy Delta, Myanmar) Chapter 41. Analysis of Land Cover Change Detection Using Satellite Images in Patheingyi Township Chapter 42. Environmental Change Detection Analysis in Magway Division, Myanmar