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

Cover

Published: 01-07-2022

Articles

Language Model Interpretability - Explainable AI Methods Exploring explainable AI methods for interpreting and explaining the decisions made by language models to enhance transparency and trustworthiness

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

1-9
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Semantic Segmentation Techniques - Applications and Challenges: Investigating semantic segmentation techniques for pixel-level labeling of objects and scenes in images and videos

Dr. Mads Nielsen (Author)

108-117
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Object Detection in Images - Recent Advances: Analyzing recent advances in object detection algorithms and architectures for accurately locating objects within images

Dr. Joseph Msabila (Author)

118-130
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Image Super Resolution - Methods and Evaluation: Exploring image super-resolution methods for enhancing image resolution and quality using deep learning and traditional techniques

Dr. Amira El-Shafei (Author)

97-106
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AI-Driven Data Integration: Enhancing Risk Assessment in the Insurance Industry

Venkatesha Prabhu Rambabu, Jeevan Sreerama, Jim Todd Sunder Singh (Author)

130-179
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Natural Language Processing for Customer Service Integration in Retail and Insurance

Amsa Selvaraj, Jeevan Sreerama, Jegatheeswari Perumalsamy (Author)

180-234
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Scalable Machine Learning Workflows in Data Warehousing: Automating Model Training and Deployment with AI

Sareen Kumar Rachakatla, Prabu Ravichandran, Jeshwanth Reddy Machireddy (Author)

262-286
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Leveraging Robotic Process Automation (RPA) with AI and Machine Learning for Scalable Data Science Workflows in Cloud-Based Data Warehousing Environments

Jeshwanth Reddy Machireddy (Author)

234-261
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AI and Machine Learning for Enhancing Cybersecurity in Cloud-Based CRM Platforms

Ravi Teja Potla (Author)

287-302
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AI in Synthetic Biology: Designing and Optimizing Genetic Constructs for Bioengineering Applications

Venkata Siva Prakash Nimmagadda (Author)

341-381
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AI-Based Scheduling and Production Planning in Manufacturing: Enhancing Flexibility and Responsiveness

Mohit Kumar Sahu (Author)

381-417
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AI-Driven Wealth Management Solutions in Banking: Enhancing Portfolio Optimization and Client Advisory Services

Sudharshan Putha (Author)

417-455
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Enhancing Customer Retention in E-Commerce with AI: Techniques for Predictive Analytics, Personalization, and Loyalty Programs

Swaroop Reddy Gayam (Author)

303-342
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Cloud-Driven Human Capital Management Solutions: A Comprehensive Analysis of Scalability, Security, and Compliance in Global Enterprises

Gunaseelan Namperumal, Rajalakshmi Soundarapandiyan, Priya Ranjan Parida (Author)

501-549
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Data-Driven Workforce Management in Cloud HCM Solutions: Utilizing Big Data and Analytics for Strategic Human Resources Planning

Gunaseelan Namperumal, Sharmila Ramasundaram Sudharsanam, Rajalakshmi Soundarapandiyan (Author)

549-591
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Integrating Artificial Intelligence with Cloud-Based Human Capital Management Solutions: Enhancing Workforce Analytics and Decision-Making

Gunaseelan Namperumal, Chandan Jnana Murthy, Sharmila Ramasundaram Sudharsanam (Author)

456-502
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AI-Powered Customer Sentiment Analysis for Enhancing Retail Marketing Strategies and Customer Engagement

Ramana Kumar Kasaraneni (Author)

499-537
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Deep Learning Techniques for Predictive Maintenance in Insurance Asset Management

Krishna Kanth Kondapaka (Author)

538-589
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Leveraging AI for Customer Segmentation and Personalized Marketing in Insurance: Advanced Techniques and Real-World Applications

Bhavani Prasad Kasaraneni (Author)

456-498
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AI-Based Solutions for Improving Vehicle-to-Pedestrian Communication

Dr. Daniel Koppelman (Author)

263-276
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AI-Powered Predictive Analytics for Vehicle Maintenance Scheduling

Dr. Marie Dubois (Author)

278-293
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Predictive Maintenance in Autonomous Vehicles

Dr. Akim Asafo-Adjei (Author)

294-308
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Developing Machine Learning Models for Personalized Drug Response Prediction and Genetic Biomarker Identification in Diverse Populations

Nischay Reddy Mitta (Author)

300-341
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Leveraging Artificial Intelligence for Advanced Risk Assessment in Insurance Underwriting

VinayKumar Dunka (Author)

262-300
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