Vol. 4 No. 1 (2024): Australian Journal of Machine Learning Research & Applications

Articles

• Empowering Business Strategies with Customer Data Platforms: The Intersection of Big Data and Customer Intelligence for Enhanced Decision Making

  Javier Lopez (Author)

  1-16

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• Code Refactoring Patterns and Practices: Exploring code refactoring patterns and best practices for improving code maintainability, readability, and extensibility

  Dr. Mei Ling (Author)

  17-25

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• Software Product Line Engineering - Advances and Practices: Investigating advances and practices in software product line engineering (SPLE) for developing families of related software products

  Dr. Elena Petrova (Author)

  26-34

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• Software Security - Threats, Vulnerabilities, and Countermeasures: Investigating common security threats, vulnerabilities, and countermeasures in software systems to enhance security posture

  Dr. Ahmed Hassan (Author)

  35-45

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• DevSecOps Integration - Security in the Software Delivery Pipeline: Exploring the integration of security practices into the software delivery pipeline to ensure secure software development practices

  Dr. Priya Sharma (Author)

  46-54

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• Deep Learning Approaches for Automated Diagnosis and Treatment Planning in Dentistry

  Aditya Pratap Singh (Author)

  55-64

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• Ontogeny Recapitulates Phylogeny: Evolutionary Insights into Hyperparameter Tuning

  Prof. Pavel Morozov , Prof. Dmitri Volkov, Prof. Natasha Ivanova , Dr. Olga Sokolova (Author)

  65-83

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• Artificial Intelligence Self-Healing Capability Assessment in Microservices Applications deployed in AWS using Cloud watch and Hystrix

  Amarjeet Singh, Alok Aggarwal (Author)

  84-97

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• Envisioning a Seamless Multi-Modal Transportation Network: A Framework for Connected Intelligence, Real-Time Data Exchange, and Adaptive Cybersecurity in Autonomous Vehicle Ecosystems

  Vamsi Vemoori (Author)

  98-131

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• Explainable AI for Interpretability and Trust in Medical Diagnosis Implements explainable AI techniques to provide transparent explanations for medical diagnoses, enhancing trust and acceptance among healthcare professionals and patients

  Dr. Léa Dubois (Author)

  132-141

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• Enhancing Security in Medical Data Sharing with Federated Learning Approaches Utilizes federated learning techniques to enable privacy-preserving sharing of medical data across healthcare institutions

  Dr. Jamal Mohammed (Author)

  142-151

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• Predictive Analytics for Personalized Medicine in Oncology Utilizes predictive analytics to tailor personalized treatment plans for cancer patients

  Dr. Aminata Toure (Author)

  151-162

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• Leveraging Artificial Intelligence and Machine Learning for Anomaly Detection in Zero Trust Network Environments: A Comprehensive Exploration of Algorithm Selection and Performance Evaluation

  Srinivasan Venkataramanan, Mahammad Shaik, Leeladhar Gudala (Author)

  163-193

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