Proceedings of the Future Technologies Conference (FTC) 2020, Volume 1 Kohei Arai 3030631281 9783030631284

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Product details:

• ISBN 10: 3030631281
• ISBN 13: 9783030631284
• Author: Kohei Arai

This book provides the state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research. The fifth 2020 Future Technologies Conference was organized virtually and received a total of 590 submissions from academic pioneering researchers, scientists, industrial engineers, and students from all over the world. The submitted papers covered a wide range of important topics including but not limited to computing, electronics, artificial intelligence, robotics, security and communications and their applications to the real world. After a double-blind peer review process, 210 submissions (including 6 poster papers) have been selected to be included in these proceedings. One of the meaningful and valuable dimensions of this conference is the way it brings together a large group of technology geniuses in one venue to not only present breakthrough research in future technologies, but also to promote discussions and debate of relevant issues, challenges, opportunities and research findings.

Table of contents:

1. Predicting Intrusiveness of Android Apps by Applying LSTM Networks on Their Descriptions
2. Multimodel Sentiment Analysis with Self-attention
3. AI as Co-workers: An Explorative Research on Technology Acceptance Based on the Revised Bloom Taxonomy
4. A Novel Chattering Reduction in the Sliding Mode Control of Robot Control
5. Enabling Drones Collaboration in ITS Applications Using a BDI Architecture Based on a 5-Dimensional Social Model
6. An Agent-Based Study of the Impact of Sensitization on the Spread of Covid 19 in Burkina Faso
7. Comparison of Machine Learning Algorithms to Recognize Human Activities from Images and Videos Using Pose Estimation and Feature Extraction
8. Merging in Weighted Voting Games with Multiple Strategic Agents
9. Using Self Organizing Map to Characterize Flocculation of Papermaking Wastewater
10. Constraint Programming as an Approach for Structural Flowsheet Synthesis
11. Intelligent and Adaptive Systems of Systems for Engineering Desired Self-organization and Emergent Behavior
12. A Machine Learning Based Framework for Intelligent High Density Garbage Area Classification
13. Evaluation of the Uniformity of Paper Sheets Using K-Means
14. Paradigm Shift in Remote Eye Gaze Tracking Research: Highlights on Past and Recent Progress
15. Autonomous Mobile Robot with AI Based on Jetson Nano
16. On the Impact of Early Stopping in Multiple Kernel Learning
17. Performance Analysis of Computer Vision with Machine Learning Algorithms on Raspberry Pi 3
18. Human Head Angle Detection Based on Image Analysis
19. Dialogical Guidelines Aided by Knowledge Acquisition: Enhancing the Design of Explainable Interfaces and Algorithmic Accuracy
20. Machine Learning and Control Engineering: The Model-Free Case
21. An Analysis of k-Mer Frequency Features with Machine Learning Models for Viral Subtyping of Polyomavirus and HIV-1 Genomes
22. The Impact of Artificial Intelligence on Work, Education, Mobility and Economy
23. Syntropic Counterpoints: Singularity Dadaism as Novel AI Creative Practice Paradigm
24. A Hybrid Algorithm to Solve Multi-model Optimization Problems Based on the Particle Swarm Optimization with a Modified Firefly Algorithm
25. Incorporating Unsupervised Deep Learning into Meta Learning for Energy Time Series Forecasting
26. Gender Detection on Social Networks Using Ensemble Deep Learning
27. Email User Classification and Topic Modeling
28. Sales Forecast by Using Deep Rectifier Network
29. Developing an Automatic Cooperating Neural Networks and Image Standardization Approach for Segmentation of X-Ray Computed Tomography Images
30. Identification of Drone Payload Using Mel-Frequency Cepstral Coefficients and LSTM Neural Networks
31. Komposer V2: A Hybrid Approach to Intelligent Musical Composition Based on Generative Adversarial Networks with a Variational Autoencoder
32. Deep Learning Methods for Anatomical Landmark Detection in Video Capsule Endoscopy Images
33. Predictive Clustering Learning Algorithms for Stroke Patients Discharge Planning
34. A Preliminary Exploration into an Alternative CellLineNet: An Evolutionary Approach
35. Borno: Bangla Handwritten Character Recognition Using a Multiclass Convolutional Neural Network
36. Stable Machine Learning Knowledge Map Domain Analysis
37. Water Leakage Detection Using Neural Networks
38. Time Series Prediction by Using Convolutional Neural Networks
39. Self-taught Neural Agents in Clever Game Playing
40. The AI-teration Method and the Role of AI in Architectural Design
41. A Deep Learning Approach for Symmetric-Key Cryptography System
42. A Functionally Separate Autoencoder
43. Transfer Learning on Fine-Grained Categorization
44. Numerical Method for the One Phase 1D Fractional Stefan Problem Supported by an Artificial Neural Network
45. Integrating Deepfake Detection into Cybersecurity Curriculum
46. Multi-attribute Recognition, the Key to Universal Neural Network
47. A Wise Up Visual Robot Driven by a Self-taught Neural Agent
48. From Textline to Paragraph: A Promising Practice for Chinese Text Recognition
49. A Systematic Literature Review of Natural Language Processing: Current State, Challenges and Risks
50. Bangla Part of Speech Tagging Using Contextual Embeddings and Oversampling Techniques
51. Using Natural Language Processing to Translate Plain Text into Pythonic Syntax in Kannada
52. Binary Text Representation for Feature Selection
53. Okkhor: A Synthetic Corpus of Bangla Printed Characters
54. An Empirical Study of Semantic Mining of Scholarly Papers Using Wordnet API
55. Genre Annotation of Web Corpora: Scheme and Issues
56. CAPEs Advisory: A Conversational Agent Based on NLP Techniques for Professional Examinations Advisory
57. Using Sequence to Sequence Model to Transform Recognized ASL Words to Understandable Sentences
58. Learning Reddit User Reputation Using Graphical Attention Networks
59. Use of Interpretable Evolved Search Query Classifiers for Sinhala Documents
60. Swimming Figures with Robots (Choreography)
61. Review of Interactive Practices in Online Immigration Museums
62. Correlation of Attention and Relaxation Levels to Interactive Self-learning Classroom Indexed by eSense Meters
63. Content-Based Learning Object Recommendation System Using a User Profile Ontology for High School Students
64. Freedom of Choice: Collaborative e-Learning Environment for IT Professionals
65. Creating Technology-Based Mathematics Learning Environments: Extension of Teacher Knowledge and Student Achievement
66. Web-Based Electricity Cost Modeling for Bangladesh Power Sector to Improve Capacity and Transparency
67. A Predictive System for Supporting At-Risk Students’ Identification
68. Influence of Term Familiarity in Readability of Spanish e-Government Web Information
69. Exploring the Impact of Using Code Genie to Enhance the Programming Knowledge of Students and Across Genders: Experimental Study
70. Informally Teaching STEM Concepts Using the Forgotten Technology Embodied in Recyclables
71. Culturally Themed Educational Tools for Enhancing Learning in Southeast Asian Secondary Schools
72. Correction to: Enabling Drones Collaboration in ITS Applications Using a BDI Architecture Based on a 5-

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