Vol. 2 No. 2 (2022): Journal of Artificial Intelligence Research and Applications

Cover

Published: 01-07-2022

Articles

Evolutionary Multi-objective Optimization - Methods and Metrics

Luca Rossi (Author)

1-9
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Enhancing Predictive Capabilities: A Deep Dive into Multi-Task Learning Approaches for Machine Learning Models

Prabu Ravichandran (Author)

10-26
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Toward a Hermeneutics of Explainability: Unraveling the Inner Workings of AI Systems

Srihari Maruthi, Sarath Babu Dodda, Ramswaroop Reddy Yellu, Praveen Thuniki, Surendranadha Reddy Byrapu Reddy (Author)

27-44
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Neural Machine Translation - Architectures and Evaluation: Analyzing neural machine translation (NMT) architectures and evaluation metrics for translating text between different languages

Dr. Maria Rodriguez-Sanchez (Author)

1-9
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Multi-Modal Biometric Authentication for Secure Access Control in Autonomous Vehicles: Utilizes multi-modal biometric authentication to ensure secure access control in autonomous vehicles

Dr. Hiroki Nakahara (Author)

1-11
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Human Factors in Cybersecurity Incident Response for Autonomous Vehicles - A Case Study Analysis: Examines human factors influencing cybersecurity incident response in AVs through case study analysis

Dr. Luis García (Author)

1-11
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Graph Convolutional Networks - Advances and Applications: Exploring advances and applications of graph convolutional networks (GCNs) for learning representations of graph-structured data

Dr. Peter Ivanov (Author)

1-8
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Enhancing Situational Awareness in Autonomous Vehicles through Cognitive Computing: Explores how cognitive computing can enhance situational awareness in autonomous vehicles

Dr. Chen Wang (Author)

1-12
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Cyber Resilience Assessment Frameworks for Autonomous Vehicle Ecosystems: Develops frameworks to assess cyber resilience within the ecosystems of autonomous vehicles

Dr. Thomas Meyer (Author)

1-11
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Bayesian Networks - Theory and Applications: Investigating Bayesian networks theory and its diverse applications in various domains of artificial intelligence

Dr. Aïsha Diallo (Author)

1-9
Adversarial Machine Learning for Robust Cybersecurity in Autonomous Vehicle Systems: Investigates the use of adversarial machine learning to enhance cybersecurity in autonomous vehicle systems

Dr. Victoria Popović (Author)

1-10
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Visual Saliency Prediction - Models and Evaluation: Analyzing models and evaluation metrics for predicting visual saliency, i.e., identifying the most relevant regions in images or videos

Dr. Agata Grabowska (Author)

99-106
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Video-based Human Action Recognition: Analyzing techniques for recognizing human actions and activities in videos, including temporal modeling and motion analysis

Dr. Chukwuemeka Eneh (Author)

89-98
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Threat Intelligence Automation - Orchestration Platforms: Studying orchestration platforms for automating the collection, analysis, and dissemination of threat intelligence to improve cyber defense capabilities

Dr. Christos Papachristou (Author)

107-115
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Machine Learning for Fraud Detection in Insurance and Retail: Integration Strategies and Implementation

Jeevan Sreerama, Mahendher Govindasingh Krishnasingh, Venkatesha Prabhu Rambabu (Author)

205-260
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AI-Enhanced Workflow Optimization in Retail and Insurance: A Comparative Study

Venkatesha Prabhu Rambabu, Selvakumar Venkatasubbu, Jegatheeswari Perumalsamy (Author)

163-204
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AI-Powered Integration Platforms: A Case Study in Retail and Insurance Digital Transformation

Chandan Jnana Murthy, Venkatesha Prabhu Rambabu, Jim Todd Sunder Singh (Author)

116-162
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Evaluating the Impact of Synthetic Data on Financial Machine Learning Models: A Comprehensive Study of AI Techniques for Data Augmentation and Model Training

Debasish Paul, Praveen Sivathapandi, Rajalakshmi Soundarapandiyan (Author)

303-341
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AI-Powered Drug Discovery: Accelerating the Identification of Novel Therapeutic Compounds through Machine Learning Algorithms

Ramana Kumar Kasaraneni (Author)

375-414
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Enhancing Fuel Efficiency and Emission Control in Hybrid Vehicles Using AI and Machine Learning Models

Krishna Kanth Kondapaka (Author)

415-451
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Machine Learning Algorithms for Dynamic Pricing in Auto Insurance: Techniques, Models, and Real-World Applications

Bhavani Prasad Kasaraneni (Author)

340-375
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The Impact of AI on Actuarial Science in the Insurance Industry

Siva Sarana Kuna (Author)

451-493
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Broker Incentives and Their Influence on Medicare Plan Selection: A Comparative Analysis of Medicare Advantage and Part D

Madhu Mahesh (Author)

493-512
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AI-Driven Solutions for Optimizing Autonomous Vehicle Battery Usage

Dr. Yu Han (Author)

513-528
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AI-Driven Systems for Vehicle-to-Infrastructure Communication

Dr. Aisha Hassan (Author)

529-544
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AI-Powered Vehicle Diagnostics

Dr. Anna Schmidt (Author)

546-562
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AI-Driven Synthetic Data Generation for Financial Product Development: Accelerating Innovation in Banking and Fintech through Realistic Data Simulation

Rajalakshmi Soundarapandiyan, Praveen Sivathapandi,, Debasish Paul (Author)

261-303
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