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

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 (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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