Advanced Machine Learning Technologies and Applications Proceedings of AMLTA 2021 1st Edition by Aboul Ella Hassanien, Kuo Chi Chang, Tang Mincong 9811533839 9789811533839

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ISBN-10 :  9811533839 

ISBN-13 :  9789811533839

Author:  Aboul-Ella Hassanien, Kuo-Chi Chang, Tang Mincong 

This book presents the refereed proceedings of the 5th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2020), held at Manipal University Jaipur, India, on February 13 – 15, 2020, and organized in collaboration with the Scientific Research Group in Egypt (SRGE). The papers cover current research in machine learning, big data, Internet of Things, biomedical engineering, fuzzy logic and security, as well as intelligence swarms and optimization.

Advanced Machine Learning Technologies and Applications Proceedings of AMLTA 2021 1st Table of contents:

1. Segregating and Recognizing Human Actions from Video Footages Using LRCN Technique
2. Fall Alert: A Novel Approach to Detect Fall Using Base as a YOLO Object Detection
3. Evaluation of Automatic Text Visualization Systems: A Case Study
4. Face Recognition-Based Attendance System Using Real-Time Computer Vision Algorithms
5. The Adopting Knowledge Management Proves Vital for Bahrain’s Governmental Sector
6. Video Surveillance for the Crime Detection Using Features
7. Real-Time Neural-Net Driven Optimized Inverse Kinematics for a Robotic Manipulator Arm
8. A Deep Learning Technique to Countermeasure Video-Based Presentation Attacks
9. Optimization of Loss Functions for Predictive Soil Mapping
10. Natural Language Information Extraction Through Non-Factoid Question and Answering System (NLIEQA Non-Factoid)
11. An Enhanced Differential Evolution Algorithm with New Environmental-Based Parameters for Solving Optimization Problems
12. Reactive Power Optimization Approach Based on Chaotic Particle Swarm Optimization
13. Computing and Technology Trends
14. Data Mining Model for Better Admissions in Higher Educational Institutions (HEIs)—A Case Study of Bahrain
15. The Effectiveness of Renewable Energies Projects in Kuwait—PAAET Solar Energy Project
16. Skin Lesion Analyser: An Efficient Seven-Way Multi-class Skin Cancer Classification Using MobileNet
17. Real-Time Object Detection in Remote Sensing Images Using Deep Learning
18. Malaria Detection Using Convolutional Neural Network
19. Drone-Based Face Recognition Using Deep Learning
20. Traffic Sign Recognition for Self-driving Cars with Deep Learning
21. Identifying the Association Rule to Determine the Possibilities of Cardio Vascular Diseases (CVD)
22. Prediction of Service-Level Agreement Violation in Cloud Computing Using Bayesian Regularisation
23. A New Methodology for Language Identification in Social Media Code-Mixed Text
24. Detecting Influencers in Social Networks Through Machine Learning Techniques
25. Application and Analysis of K-Means Algorithms on a Decision Support Framework for Municipal Solid Waste Management
26. Android Rogue Application Detection Using Image Resemblance and Reduced LDA
27. An Indexed Non-probability Skyline Query Processing Framework for Uncertain Data
28. Analysis of Operational Control Mode of Intelligent Distribution Grids with Multi-microgrid
29. Engineering and Applied Sciences
30. Skin Lesion Classification: A Transfer Learning Approach Using EfficientNets
31. Change Footprint Pattern Analysis of Crime Hotspot of Indian Districts
32. Itemset Mining Based Episode Profiling of Terrorist Attacks Using Weighted Ontology
33. Regulatory Technology (RegTech) and Money Laundering Prevention: Exploratory Study from Bahrain
34. A Cognitive Knowledge Base for Learning Disabilities Using Concept Analysis
35. Native Monkey Detection Using Deep Convolution Neural Network
36. Evaluation and Summarization of Student Feedback Using Sentiment Analysis
37. Predicting Competitive Weightlifting Performance Using Regression and Tree-Based Algorithms
38. Predicting the Primary Dominant Personality Trait of Perceived Leaders by Mapping Linguistic Cues from Social Media Data onto the Big Five Model
39. Analysis of Users Behavior on Micro-blogging Site Using a Topic
40. Machine Learning Techniques for Short-Term Forecasting of Wind Power Generation
41. Integrated Process Management System of Smart Substation Secondary Side Based on Practical Scheme
42. Machine Learning and IoT Applications
43. Lightweight Access Control Algorithm for Internet of Things
44. Named-Entity Recognition for Legal Documents
45. Visual Speech Processing and Recognition
46. Predictive Analytics for Cardiovascular Disease Diagnosis Using Machine Learning Techniques
47. A Novel Approach for Smart-Healthcare Recommender System
48. Heart Disorder Prognosis Employing KNN, ANN, ID3 and SVM
49. IoT-Based Home Security System with Wireless Communication
50. Implementing Internet of Things in Small Businesses of Bahrain
51. A Comparative Study of Model-Free Reinforcement Learning Approaches
52. Location-Aware Security System for Smart Cities Using IoT
53. An Assessment Study of Gait Biometric Recognition Using Machine Learning
54. Miscellaneous and Other Trends
55. A Study on Risk Management Practices in Online Banking in Bahrain
56. Deep Learning Techniques: An Overview
57. A Multilayer Deep Learning Framework for Auto-content Tagging
58. Case-Based Reasoning (CBR)-Based Anemia Severity Detection System (ASDS) Using Machine Learning Algorithm
59. ECG Signal Analysis, Diagnosis and Transmission
60. The Effect of Real-Time Feedback on Consumer’s Behavior in the Energy Management Sector: Empirical Study
61. Synchronization Control in Fractional Discrete-Time Systems with Chaotic Hidden Attractors
62. Employment of Cryptographic Modus Operandi Based on Trigonometric Algorithm and Resistor Color Code
63. Experimental and Dimensional Analysis Approach for Human Energy Required in Wood Chipping Process
64. Impact of High-K Gate Dielectric and Work functions Variation on Electrical Characteristics of VeSFET
65. Correlating Personality Traits to Different Aspects of Facebook Usage
66. Fractional-Order Control of a Fuel Cell–Boost Converter System
67. Battery Pack Construction Scheme Based on UPS System Reliability
68. Study on Land Compensation for High-Voltage Transmission Lines in Power Grid Based on Easement
69. Study on the Terrain of Power Network Construction Expropriation and Legal Risk Prevention

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