Artificial Intelligence Applications and Innovations

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 A Deep Learning-Based Methodology for Detecting and Visualizing Continuous Gravitational Waves
3. Altmetric Badge
   Chapter 2 A Sharpe Ratio Based Reward Scheme in Deep Reinforcement Learning for Financial Trading
4. Altmetric Badge
   Chapter 3 Algorithmic Forex Trading Using Q-learning
5. Altmetric Badge
   Chapter 4 Control of a Water Tank System with Value Function Approximation
6. Altmetric Badge
   Chapter 5 Decentralized Multi Agent Deep Reinforcement Q-Learning for Intelligent Traffic Controller
7. Altmetric Badge
   Chapter 6 Deep Learning Based Employee Attrition Prediction
8. Altmetric Badge
   Chapter 7 Deep Reinforcement Learning for Robust Goal-Based Wealth Management
9. Altmetric Badge
   Chapter 8 DeNISE: Deep Networks for Improved Segmentation Edges
10. Altmetric Badge
    Chapter 9 Detecting P300-ERPs Building a Post-validation Neural Ensemble with Informative Neurons from a Recurrent Neural Network
11. Altmetric Badge
    Chapter 10 Energy Efficiency of Deep Learning Compression Techniques in Wearable Human Activity Recognition
12. Altmetric Badge
    Chapter 11 Enhancing Medication Event Classification with Syntax Parsing and Adversarial Learning
13. Altmetric Badge
    Chapter 12 Generating Synthetic Vehicle Speed Records Using LSTM
14. Altmetric Badge
    Chapter 13 Measuring the State-Observation-Gap in POMDPs: An Exploration of Observation Confidence and Weighting Algorithms
15. Altmetric Badge
    Chapter 14 Predicting Colour Reflectance with Gradient Boosting and Deep Learning
16. Altmetric Badge
    Chapter 15 The Importance of the Current Input in Sequence Modeling
17. Altmetric Badge
    Chapter 16 Towards Historical Map Analysis Using Deep Learning Techniques
18. Altmetric Badge
    Chapter 17 Analysis of the Lingering Effects of Covid-19 on Distance Education
19. Altmetric Badge
    Chapter 18 Exploring the Power of Failed Experiences in Case-Based Reasoning for Improved Decision Making
20. Altmetric Badge
    Chapter 19 Improving Customer Experience in Call Centers with Intelligent Customer-Agent Pairing
21. Altmetric Badge
    Chapter 20 Mind the Gap: Addressing Incompleteness Challenge in Case-Based Reasoning Applications
22. Altmetric Badge
    Chapter 21 Sentiment Analysis of Tweets on Online Education during COVID-19
23. Altmetric Badge
    Chapter 22 Image Classification Using Class-Agnostic Object Detection
24. Altmetric Badge
    Chapter 23 Ince-PD Model for Parkinson’s Disease Prediction Using MDS-UPDRS I & II and PDQ-8 Score
25. Altmetric Badge
    Chapter 24 Medical Knowledge Extraction from Graph-Based Modeling of Electronic Health Records
26. Altmetric Badge
    Chapter 25 Predicting ALzheimer's Disease with AI and Brain Imaging Data
27. Altmetric Badge
    Chapter 26 Pre-trained Model Robustness Against GAN-Based Poisoning Attack in Medical Imaging Analysis
28. Altmetric Badge
    Chapter 27 Semi-supervised Brain Tumor Segmentation Using Diffusion Models
29. Altmetric Badge
    Chapter 28 A Methodology for Emergency Calls Severity Prediction: From Pre-processing to BERT-Based Classifiers
30. Altmetric Badge
    Chapter 29 A Temporal Metric-Based Efficient Approach to Predict Citation Counts of Scientists
31. Altmetric Badge
    Chapter 30 Comparing Vectorization Techniques, Supervised and Unsupervised Classification Methods for Scientific Publication Categorization in the UNESCO Taxonomy
32. Altmetric Badge
    Chapter 31 Decoding Customer Behaviour: Relevance of Web and Purchasing Behaviour in Predictive Response Modeling
33. Altmetric Badge
    Chapter 32 Exploring Pairwise Spatial Relationships for Actions Recognition and Scene Graph Generation
34. Altmetric Badge
    Chapter 33 Fake News Detection Utilizing Textual Cues
35. Altmetric Badge
    Chapter 34 Fusion of Learned Representations for Multimodal Sensor Data Classification
36. Altmetric Badge
    Chapter 35 Hyperspectral Classification of Recyclable Plastics in Industrial Setups
37. Altmetric Badge
    Chapter 36 Mining the Discussion of Monkeypox Misinformation on Twitter Using RoBERTa
38. Altmetric Badge
    Chapter 37 Multi-feature Transformer for Multiclass Cyberbullying Detection in Bangla
39. Altmetric Badge
    Chapter 38 Optimizing Feature Selection and Oversampling Using Metaheuristic Algorithms for Binary Fraud Detection Classification
40. Altmetric Badge
    Chapter 39 Predicting Student Performance with Virtual Resources Interaction Data
41. Altmetric Badge
    Chapter 40 Probabilistic Decision Trees for Predicting 12-Month University Students Likely to Experience Suicidal Ideation
42. Altmetric Badge
    Chapter 41 3D Attention Based YOLO-SWINF for Real-Time Video Object Detection
43. Altmetric Badge
    Chapter 42 Analysis of Data Augmentation Techniques for Mobile Robots Localization by Means of Convolutional Neural Networks
44. Altmetric Badge
    Chapter 43 Intrusion Detection Using Attention-Based CNN-LSTM Model
45. Altmetric Badge
    Chapter 44 Real-Time Arabic Digit Spotting with TinyML-Optimized CNNs on Edge Devices
46. Altmetric Badge
    Chapter 45 Sleep Disorder Classification Using Convolutional Neural Networks
47. Altmetric Badge
    Chapter 46 The Effect of Tensor Rank on CNN’s Performance
48. Altmetric Badge
    Chapter 47 Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking