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

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

Published: 07-05-2024

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
- PDF
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
- PDF
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
- PDF
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
- PDF
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
- PDF
Deep Learning Approaches for Automated Diagnosis and Treatment Planning in Dentistry

Aditya Pratap Singh (Author)

55-64
- PDF
Ontogeny Recapitulates Phylogeny: Evolutionary Insights into Hyperparameter Tuning

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

65-83
- PDF
Artificial Intelligence Self-Healing Capability Assessment in Microservices Applications deployed in AWS using Cloud watch and Hystrix

Amarjeet Singh, Alok Aggarwal (Author)

84-97
- PDF
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
- PDF
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
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
- PDF
Predictive Analytics for Personalized Medicine in Oncology Utilizes predictive analytics to tailor personalized treatment plans for cancer patients

Dr. Aminata Toure (Author)

151-162
- PDF
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
- PDF
Quantum Machine Learning - Models and Algorithms: Studying quantum machine learning models and algorithms for leveraging quantum computing advantages in data analysis, pattern recognition, and optimization

Dr. Hassan Abbas (Author)

221-232
- PDF
Quantum Information Theory - Principles and Concepts: Exploring the principles and concepts of quantum information theory, including quantum entanglement, teleportation, and quantum error correction

Dr. Rajesh Pandey (Author)

240-248
- PDF
Quantum Error Correction - Codes and Techniques: Investigating quantum error correction codes and techniques for mitigating errors in quantum computation and preserving quantum information

Dr. Simone Dekker (Author)

213-221
- PDF
Quantum Cryptography - Protocols and Security Analysis: Analyzing quantum cryptographic protocols and conducting security analysis to assess their resistance against classical and quantum attacks

Dr. Luisa Mastroianni (Author)

232-239
- PDF
Quantum Computing - Fundamentals and Applications: Analyzing the fundamentals of quantum computing and exploring its potential applications in cryptography, optimization, and machine learning

Dr. Ekaterina Vybornova (Author)

260-267
- PDF
Quantum Algorithms - Design and Analysis: Investigating the design and analysis of quantum algorithms for solving computational problems with quantum speedup, including Shor's and Grover's algorithms

Dr. Jorge Castro (Author)

249-259
- PDF
Leveraging Artificial Intelligence for Enhanced Sales Forecasting Accuracy: A Review of AI-Driven Techniques and Practical Applications in Customer Relationship Management Systems

Srinivasan Venkataramanan, Ashok Kumar Reddy Sadhu, Leeladhar Gudala, Amith Kumar Reddy (Author)

267-287
- PDF
AI-Enhanced Feature Selection and Dimensionality Reduction in Project Management: Optimizing Model Performance for Adaptive Change Strategies

Dr. Eric Verschueren (Author)

190-198
- PDF
Exploratory Data Analysis Techniques - A Comprehensive Review: Reviewing various exploratory data analysis techniques and their applications in uncovering insights from raw data

Mohan Raparthi, Swaroop Reddy Gayam, Bhavani Prasad Kasaraneni, Krishna Kanth Kondapaka, Sudharshan Putha, Sandeep Pushyamitra Pattyam, Praveen Thuniki, Siva Sarana Kuna, Venkata Siva Prakash Nimmagadda, Mohit Kumar Sahu (Author)

215-225
- PDF
Data Visualization Techniques - Insights and Innovations: Exploring data visualization techniques for effectively communicating insights and patterns from complex datasets

Dr. Mohamed Azzouzi (Author)

199-208
- PDF
Data Preprocessing Methods - Strategies and Best Practices: Investigating strategies and best practices for preprocessing data, including cleaning, transformation, and feature engineering

Dr. Byung-Woo Kim (Author)

208-214
- PDF
AI-Driven Data Mining Algorithms in Change Management: Leveraging Classification and Clustering for Data-Driven Project Optimization

Dr. Li Guo (Author)

170-182
- PDF
AIOps: Integrating AI and Machine Learning into IT Operations

Dheeraj Kumar Dukhiram Pal, Venkat Rama Raju Alluri, Shashi Thota, Venkata Sri Manoj Bonam, Subrahmanyasarma Chitta, Mahammad Shaik (Author)

288-311
- PDF
Deploying LLMs for Insurance Underwriting and Claims Processing: A Comprehensive Guide to Training, Model Validation, and Regulatory Compliance

Gunaseelan Namperumal, Debasish Paul, Rajalakshmi Soundarapandiyan (Author)

226-263
- PDF
Exploring Data Security and Compliance in SaaS Laboratory Management Systems

Vicrumnaug Vuppalapaty (Author)

263-293
- PDF
AI-Augmented Release Management for Enterprises in Manufacturing: Leveraging Machine Learning to Optimize Software Deployment Cycles and Minimize Production Disruptions

Mahadu Vinayak Kurkute, Dharmeesh Kondaveeti (Author)

291-333
- PDF