Vol. 2 No. 1 (2022): Australian Journal of Machine Learning Research & Applications

Cover

Published: 01-01-2022

Articles

Ethical Considerations in AI and Data Science - Addressing Bias, Privacy, and Fairness

Surendranadha Reddy Byrapu Reddy, Prabu Ravichandran, Srihari Maruthi, Mohan Raparthi, Praveen Thunki, Sarath Babu Dodda (Author)

1-12
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Federated Learning for Privacy - Preserving Collaborative AI: Exploring federated learning techniques for training AI models collaboratively while preserving data privacy

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

13-23
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Face Recognition Systems - Performance and Privacy: Analyzing performance and privacy considerations in face recognition systems, including accuracy, robustness, and ethical implications

Dr. Veronica Murillo (Author)

142-149
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Convolutional Neural Networks - Architectures and Optimization: Studying convolutional neural network architectures and optimization techniques for efficient image recognition tasks

Dr. Olga Volkova (Author)

149-160
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3D Object Reconstruction from Images: Investigating techniques for 3D object reconstruction from images, including structure-from-motion and multi-view stereo algorithms

Dr. Sudarshan Bhattacharyya (Author)

133-141
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Predictive Analytics in Retail: Transforming Inventory Management and Customer Insights

Selvakumar Venkatasubbu, Venkatesha Prabhu Rambabu, Jawaharbabu Jeyaraman (Author)

202-246
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Leveraging AI/ML for Intelligent Automation in Insurance Claims Processing

Lavanya Shanmugam, Jegatheeswari Perumalsamy, Jawaharbabu Jeyaraman (Author)

161-201
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Application of Agile Methodologies in MarTech Program Management: Best Practices and Real-World Examples

Pradeep Manivannan, Rajalakshmi Soundarapandiyan, Chandan Jnana Murthy (Author)

247-280
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AI-Powered Risk Management Systems in Banking: A Comprehensive Analysis of Implementation and Performance Metrics

Venkata Siva Prakash Nimmagadda (Author)

280-323
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The Ethics of Data Ownership in Autonomous Driving: Navigating Legal, Privacy, and Decision-Making Challenges in a Fully Automated Transport System

Jaswinder Singh (Author)

324-366
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Deep Learning-Based Automation of Continuous Delivery Pipelines in DevOps: Improving Code Quality and Security Testing

Venkata Mohit Tamanampudi (Author)

367-415
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Agile Cloud Transformation in Enterprise Systems: Integrating AI for Continuous Improvement, Risk Management, and Scalability

Seema Kumari, Sahil Dhir (Author)

416-440
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AI-Driven Employee Onboarding in Enterprises: Using Generative Models to Automate Onboarding Workflows and Streamline Organizational Knowledge Transfer

Thirunavukkarasu Pichaimani, Anil Kumar Ratnala (Author)

441-482
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AI-Enhanced Fraud Detection in Real-Time Payment Systems: Leveraging Machine Learning and Anomaly Detection to Secure Digital Transactions

Rama Krishna Inampudi, Thirunavukkarasu Pichaimani, Yeswanth Surampudi (Author)

483-523
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Data Mesh Best Practices: Governance, Domains, and Data Products

Naresh Dulam, Abhilash Katari, Venkataramana Gosukonda (Author)

524-547
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Resource Management Optimization in Kubernetes for High-Density EKS Clusters

Babulal Shaik, Jayaram Immaneni (Author)

570-589
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Enhancing Catastrophe Modeling with Big Data and IoT: Revolutionizing Disaster Risk Management and Response

Ravi Teja Madhala, Sateesh Reddy Adavelli, Nivedita Rahul (Author)

612-636
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The Role of AI and Machine Learning in Revolutionizing Underwriting Practices: Enhancing Risk Assessment, Decision-Making, and Operational Efficiency

Ravi Teja Madhala, Sateesh Reddy Adavelli (Author)

590-611
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Anomaly Detection in EDI Transactions: Leveraging AI for Enhanced Data Security

SaiKumar Reddy, Sravanth Kumar Reddy Guddannagari (Author)

548-569
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Application Security Frameworks for Financial APIs in Cloud Ecosystems: Best Practices and Solutions

Debabrata Das, Abdul Samad Mohammed, Chandan Gnana Murthy (Author)

441-485
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