Vol. 3 No. 2 (2023): Australian Journal of Machine Learning Research & Applications

Cover

Published: 01-07-2023

Articles

Leveraging Artificial Intelligence for Enhanced Identity and Access Management within Zero Trust Security Architectures: A Focus on User Behavior Analytics and Adaptive Authentication

Mahammad Shaik, Leeladhar Gudala, Ashok Kumar Reddy Sadhu (Author)

1-31
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Wireless Sensor Networks in Edge Computing: Exploring the integration of wireless sensor networks with edge computing architectures

Dr. Anna Wilson (Author)

222-230
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Spiking Neural Networks - Models and Implementations: Exploring spiking neural network models and implementations for simulating biological neural networks and brain-inspired computing

Dr. Sebastian Panisello (Author)

292-303
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Recurrent Neural Networks - Architectures and Applications: Analyzing architectures and applications of recurrent neural networks (RNNs) for modeling sequential data and time-series prediction

Dr. Ngozi Oluwafemi (Author)

239-249
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Neuro symbolic Computing - Integration and Applications: Exploring approaches for integrating symbolic reasoning with neural networks to enable more interpretable and flexible AI systems

Dr. Marc Hansenne (Author)

251-259
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Neural Network Optimization Techniques: Studying optimization techniques for training neural networks, including gradient-based methods and metaheuristic algorithms

Dr. Wei Xu (Author)

279-290
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Graph Neural Networks - Models and Applications: Studying graph neural network models and applications for learning from graph-structured data such as social networks and molecules

Dr. Kin-Man Lam (Author)

231-238
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Explainable AI in Neural Networks: Investigating techniques for explaining the decisions and behaviors of neural network models to improve transparency and trust

Dr. Siarhei Katsevich (Author)

260-268
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Navigating The Labyrinth: A Comprehensive Review Of Emerging Artificial Intelligence Technologies, Ethical Considerations, And Global Governance Models In The Pursuit Of Trustworthy AI

Rajiv Avacharmal, Leeladhar Gudala, Srinivasan Venkataramanan (Author)

331-347
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Optimizing Resource Allocation For Value-Based Care (VBC) Implementation: A Multifaceted Approach To Mitigate Staffing And Technological Impediments Towards Delivering High-Quality, Cost-Effective Healthcare

Saigurudatta Pamulaparthyvenkata (Author)

304-330
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Time Series Analysis and Forecasting Methods: Analyzing time series analysis and forecasting methods for predicting future trends and patterns in sequential data

Dr. Javad Salehi (Author)

170-182
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Text Mining and Natural Language Processing: Investigating text mining and natural language processing techniques for extracting insights from unstructured text data

Dr. Amal Boubekeur (Author)

158-170
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Statistical Analysis Techniques for Data Science: Reviewing statistical analysis techniques commonly used in data science, such as hypothesis testing, ANOVA, and regression analysis

Dr. Yuliya Shylenok (Author)

181-190
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Reinforcement Learning in Data Science: Studying reinforcement learning techniques applied in data science tasks such as recommendation systems and optimization

Dr. Yan Zhang (Author)

149-158
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Machine Learning Algorithms for Predictive Modeling: Analyzing a wide range of machine learning algorithms for predictive modeling tasks, including regression and classification

Dr. Andrés Páez (Author)

190-198
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Harnessing Machine Learning for Predictive Troubleshooting in Telecom Networks

Puneet Singh (Author)

348-380
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Scalable Development and Deployment of LLMs in Manufacturing: Leveraging AI to Enhance Predictive Maintenance, Quality Control, and Process Automation

Mahadu Vinayak Kurkute, Gunaseelan Namperumal, Akila Selvaraj (Author)

381-430
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Advancing Enterprise Architecture for Post-Merger Financial Systems Integration in Capital Markets laying the Foundation for Machine Learning Application

Jabin Geevarghese George (Author)

429-475
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A Predictive AI-Driven Model for Impact of Demographic Factors in Demand Transfer for Retail Sustainability

Arun Rasika Karunakaran (Author)

476-515
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The Economic Ripple Effect of AI-Powered Claims Processing in Healthcare: Transforming Costs and Productivity

Deepak Thota, Nina Popescu (Author)

516-536
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Artificial Intelligence and Project Governance Enhancing Compliance and Accountability Through Automated Monitoring

Sarah Thompson (Author)

518-523
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Deep Learning for Protein Structure Prediction Enhancing Drug Discovery and Development

Dr. Alice Johnson (Author)

524-530
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Deep Learning Models for Real-Time Facial Recognition in Security Applications

Michael Rodriguez (Author)

531-538
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Enhancing DevOps with Machine Learning and Computer Vision Automating Code Reviews and Bug Detection through Visual Analysis

Emily Parker (Author)

539-545
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Implementing Machine Learning for Visual Asset Tracking in Agile Project Management

Alice Thompson (Author)

546-554
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AI-Powered Solutions for Reducing Waste in American Retail Logistics

Dr. Marie Dubois (Author)

537-547
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AI-Powered Tools for Streamlining Insurance Underwriting Processes

Dr. Raquel Basu (Author)

548-566
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Enhancing Insurance Risk Scoring with AI

Dr. Andreas Petrou (Author)

567-577
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Enhancing Retail Forecast Accuracy with AI

Dr. Alexey Karpov (Author)

578-588
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Optimizing Big Data Pipelines: Analyzing Time Complexity of Parallel Processing Algorithms for Large-Scale Data Systems

Thirunavukkarasu Pichaimani, Priya Ranjan Parida, Rama Krishna Inampudi (Author)

537-587
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Machine Learning-Enhanced Release Management for Large-Scale Content Platforms: Automating Deployment Cycles and Reducing Rollback Risks

Priya Ranjan Parida, Mahadu Vinayak Kurkute, Dharmeesh Kondaveeti (Author)

588-630
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High-Performance Enterprise Cloud Architectures: Leveraging Microservices and Containerization for Scalability and Agility

Lavanya Shanmugam, Ravi Kumar Burila, Subhan Baba Mohammed (Author)

631-668
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Enhancing E-Commerce with AI in Data Science: Techniques for Customer Segmentation, Personalized Recommendations, and Sales Forecasting

VinayKumar Dunka (Author)

668-707
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Implementing AI-Driven Predictive Analytics for Credit Risk Management in Banking: Leveraging Machine Learning Models for Real-Time Credit Scoring, Fraud Detection, and Risk Mitigation

VinayKumar Dunka (Author)

784-823
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Machine Learning for Predictive Quality Control in Advanced Manufacturing Systems

VinayKumar Dunka (Author)

746-783
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Optimizing Deep Learning Models for Edge Computing: Techniques for Efficient Inference, Model Compression, and Real-Time Processing

Nischay Reddy Mitta (Author)

707-745
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Memory augmented Neural Networks: Analyzing memory augmented neural network architectures for incorporating external memory to enhance learning and reasoning

Dr. Jure Žužemič (Author)

269-278
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