Intelligent Systems and Applications: Proceedings of the 2020 Intelligent Systems Conference (IntelliSys) Volume 3 1st Edition Kohei Arai 3030551903 9783030551902

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Product details:

• ISBN 10: 3030551903 
• ISBN 13: 9783030551902 
• Author: Kohei Arai

The book Intelligent Systems and Applications – Proceedings of the 2020 Intelligent Systems Conference is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The Conference attracted a total of 545 submissions from many academic pioneering researchers, scientists, industrial engineers, students from all around the world. These submissions underwent a double-blind peer review process. Of those 545 submissions, 177 submissions have been selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have enabled a larger number of problems to be tackled more effectively.This branching out of computational intelligence in several directions and use of intelligent systems in everyday applications have created the need for such an international conference which serves as a venue to report on up-to-the-minute innovations and developments. This book collects both theory and application based chapters on all aspects of artificial intelligence, from classical to intelligent scope. We hope that readers find the volume interesting and valuable; it provides the state of the art intelligent methods and techniques for solving real world problems along with a vision of the future research.

Table of contents:

1. Multimodal Affective Computing Based on Weighted Linear Fusion
2. Sociophysics Approach of Simulation of Mass Media Effects in Society Using New Opinion Dynamics
3. ORTIA: An Algorithm to Improve Quality of Experience in HTTP Adaptive Bitrate Streaming Sessions
4. Methods and Means for Analyzing Heat-Loss in Buildings for Increasing Their Energy Efficiency
5. The Energy Conservation and Consumption in Wireless Sensor Networks Based on Energy Efficiency Clustering Routing Protocol
6. Intelligent Control of Traffic Flows Under Conditions of Incomplete Information
7. Virtual Dog
8. Context-Aware Transfer of Task-Based IoT Service Settings
9. Agent-Based Architectural Models of Supply Chain Management in Digital Ecosystems
10. A Deep Insight into Signature Verification Using Deep Neural Network
11. Measures to Ensure the Reliability of the Functioning of Information Systems in Respect to State and Critically Important Information Systems
12. IoTManager: Concerns-Based SDN Management Framework for IoT Networks
13. JomImage: Weight Control with Mobile SnapFudo
14. Smart Assist System for Driver Safety
15. On the Applicability of 2D Local Binary Patterns for Identifying Electrical Appliances in Non-intrusive Load Monitoring
16. Management of Compressed Air to Reduce Energy Consumption Using Intelligent Systems
17. Multi-platform Mission Planning Based on Distributed Planning Method
18. Development of Artificial Intelligence Based Module to Industrial Network Protection System
19. Learning and Cognition in Financial Markets: A Paradigm Shift for Agent-Based Models
20. Agent-Based Simulation for Testing Vehicle-On-Demand Services in Rural Areas
21. Overcrowding Detection Based on Crowd-Gathering Pattern Model
22. Multi-person Spatial Interaction in a Large Immersive Display Using Smartphones as Touchpads
23. Predicting Vehicle Passenger Stress Based on Sensory Measurements
24. Infinite Mixtures of Gaussian Process Experts with Latent Variables and its Application to Terminal Location Estimation from Multiple-Sensor Values
25. Flying Sensor Network Optimization Using Bee Intelligence for Internet of Things
26. A Quantum Model for Decision Support in a Sensor Network
27. Design and Implementation of a Flexible Platform for Remote Monitoring of Environmental Variables
28. Adaptable Embedding Algorithm to Secure Stream Data in the Wireless Sensor Network
29. Intelligent Monitoring Systemof Environmental Biovariables in Poultry Farms
30. Effect of Analysis Window and Feature Selection on Classification of Hand Movements Using EMG Signal
31. A Convolutional Neural Network Approach for Quantification of Tremor Severity in Neurological Movement Disorders
32. Brain MR Imaging Segmentation Using Convolutional Auto Encoder Network for PET Attenuation Correction
33. Colorimetric Analysis of Images Based on Objective Color Data
34. A Deep Learning-Based Approach for the Classification of Gait Dynamics in Subjects with a Neurodegenerative Disease
35. Smartphone-Based Diabetic Retinopathy Severity Classification Using Convolution Neural Networks
36. Alzheimer Disease Prediction Model Based on Decision Fusion of CNN-BiLSTM Deep Neural Networks
37. On Mistakes We Made in Prior Computational Psychiatry Data Driven Approach Projects and How They Jeopardize Translation of Those Findings in Clinical Practice
38. Machine Learning Strategies to Distinguish Oral Cancer from Periodontitis Using Salivary Metabolites
39. Smart Guide System for Blind People by Means of Stereoscopic Vision
40. An IoMT System for Healthcare Emergency Scenarios
41. Introducing Time-Delays to Analyze Driver Reaction Times When Using a Powered Wheelchair
42. Intelligent Control and HCI for a Powered Wheelchair Using a Simple Expert System and Ultrasonic Sensors
43. Intelligent System to Analyze Data About Powered Wheelchair Drivers
44. Intelligent Control of the Steering for a Powered Wheelchair Using a Microcomputer
45. Intelligent Risk Prediction of Storage Tank Leakage Using an Ishikawa Diagram with Probability and Impact Analysis
46. Use of the Analytical Hierarchy Process to Determine the Steering Direction for a Powered Wheelchair
47. Methodology of Displaying Surveillance Area of CCTV Camera on the Map for Immediate Response in Border Defense Military System
48. Detecting Control Flow Similarities Using Machine Learning Techniques
49. Key to Artificial Intelligence (AI)
50. US Traffic Sign Recognition Using CNNs
51. Grasping Unknown Objects Using Convolutional Neural Networks
52. A Proposed Technology IoT Based Ecosystem for Tackling the Marine Beach Litter Problem
53. Machine Learning Algorithms for Preventing IoT Cybersecurity Attacks
54. Development of Web-Based Management System and Dataset for Radiology-Common Data Model (R-CDM) and Its Clinical Application in Liver Cirrhosis
55. Shared Autonomy in Web-Based Human Robot Interaction
56. tanh Neurons Are Bayesian Decision Makers
57. Solving Jigsaw Puzzles Using Variational Autoencoders
58. Followers of School Shooting Online Communities in Russia: Age, Gender, Anonymity and Regulations
59. Discrimination of Chronic Liver Disease in Non-contrast CT Images using CNN-Deep Learning
60. Analysis and Classification of Urinary Stones Using Deep Learning Algorithm: A Clinical Application of Radiology-Common Data Model (R-CDM) Data Set
61. Intelligent Monitoring Using Hazard Identification Technique and Multi-sensor Data Fusion for Crude Distillation Column
62. Factors Affecting the Organizational Readiness to Design Autonomous Machine Systems: Towards an Evaluation Framework
63. RADAR: Fast Approximate Reverse Rank Queries

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