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Vol. 2 No. 1 (2022): Australian Journal of Machine Learning Research & Applications
Vol. 2 No. 1 (2022): Australian Journal of Machine Learning Research & Applications
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
PDF
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
PDF
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
PDF
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
PDF
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
PDF
Predictive Analytics in Retail: Transforming Inventory Management and Customer Insights
Selvakumar Venkatasubbu, Venkatesha Prabhu Rambabu, Jawaharbabu Jeyaraman (Author)
202-246
PDF
Leveraging AI/ML for Intelligent Automation in Insurance Claims Processing
Lavanya Shanmugam, Jegatheeswari Perumalsamy, Jawaharbabu Jeyaraman (Author)
161-201
PDF
Application of Agile Methodologies in MarTech Program Management: Best Practices and Real-World Examples
Pradeep Manivannan, Rajalakshmi Soundarapandiyan, Chandan Jnana Murthy (Author)
247-280
PDF
AI-Powered Risk Management Systems in Banking: A Comprehensive Analysis of Implementation and Performance Metrics
Venkata Siva Prakash Nimmagadda (Author)
280-323
PDF
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
PDF
Deep Learning-Based Automation of Continuous Delivery Pipelines in DevOps: Improving Code Quality and Security Testing
Venkata Mohit Tamanampudi (Author)
367-415
PDF
Agile Cloud Transformation in Enterprise Systems: Integrating AI for Continuous Improvement, Risk Management, and Scalability
Seema Kumari (Author)
416-440
PDF
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
PDF
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
PDF