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

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

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

Amsa Selvaraj, Jeevan Sreerama, Jegatheeswari Perumalsamy (Author)

180-234
- PDF
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
- PDF
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
- PDF
AI and Machine Learning for Enhancing Cybersecurity in Cloud-Based CRM Platforms

Ravi Teja Potla (Author)

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

Venkata Siva Prakash Nimmagadda (Author)

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

Mohit Kumar Sahu (Author)

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

Sudharshan Putha (Author)

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

Swaroop Reddy Gayam (Author)

303-342
- PDF
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
- PDF
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
- PDF
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
- PDF
AI-Powered Customer Sentiment Analysis for Enhancing Retail Marketing Strategies and Customer Engagement

Ramana Kumar Kasaraneni (Author)

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

Krishna Kanth Kondapaka (Author)

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

Bhavani Prasad Kasaraneni (Author)

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

Dr. Daniel Koppelman (Author)

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

Dr. Marie Dubois (Author)

278-293
- PDF
Predictive Maintenance in Autonomous Vehicles

Dr. Akim Asafo-Adjei (Author)

294-308
- PDF