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Sivakumar Ponnusamy

Publications (3)

Enhancing Fraud Detection Systems through Advanced Data Engineering Techniques

Sivakumar Ponnusamy & Rajkumar P · Asian Journal of Research in Computer Science · 2024

Aims: Fraud remains a persistent issue in various industries, particularly in finance, e-commerce, and healthcare, where traditional rule-based systems have struggled to keep pace with the evolving complexity of fraudulent activities. This study aims to develop an enhanced fraud...

Open access Research Article 10.9734/ajrcos/2024/v17i11518

Navigating the Modernization of Legacy Applications and Data: Effective Strategies and Best Practices

Sivakumar Ponnusamy & Dinesh Eswararaj · Asian Journal of Research in Computer Science · 2023

Aims: This research offers an in-depth exploration of the hurdles organizations face during legacy application modernization. The investigation delves into the primary motivations behind modernization, delineates the associated challenges, and proposes viable strategies and best...

Open access Research Article 10.9734/ajrcos/2023/v16i4386

Comparative Analysis of Machine Learning Algorithms for Liver Disease Prediction: SVM, Logistic Regression, and Decision Tree

Venugopal Reddy Modhugu & Sivakumar Ponnusamy · Asian Journal of Research in Computer Science · 2024

This study compares Support Vector Machine (SVM), Logistic Regression, and Decision Tree algorithms for liver disease prediction using a dataset sourced from Kaggle, comprising 20,000 training records and approximately 1,000 test records. The research evaluates the algorithms bas...

Open access Research Article 10.9734/ajrcos/2024/v17i6467