Author

A. Sumathi

Observed names: A Sumathi, A. Sumathi*, Sumathi A, Sumathi Amarnath

Institution: SASTRA University

Observed institution: SASTRA University

ORCID: 0000-0003-4700-5573

Observed ORCID: 0000-0003-4700-5573

OpenAlex ID: A5101675733

Ensemble Classifier Technique to Predict Gestational Diabetes Mellitus (GDM)

2021 · A. Sumathi, S. Meganathan · Computer Systems Science and Engineering · 32

Machine Learning Model for Intracranial Hemorrhage Diagnosis and Classification

2021 · Sundar Santhoshkumar, Vijayakumar Varadarajan, et al. · Electronics · 30

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An Intelligent Gestational Diabetes Diagnosis Model Using Deep Stacked Autoencoder

2021 · A. Sumathi, S. Meganathan, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 20

Prognosis Model for Gestational Diabetes Using Machine Learning Techniques

2021 · Sumathi Amarnath, Meganathan Selvamani, et al. · Sensors and Materials · 8

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Semi supervised data mining model for the prognosis of pre-diabetic conditions in type 2 Diabetes Mellitus

2019 · A Sumathi, S Meganathan · Bioinformation · 6

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Impact of Robotic Process Automation in Businesses for Enhancing Efficiency and Productivity

2023 · Sumathi A, Keerthana M · ICTACT Journal on Data Science and Machine Learning · 3

Efficiency Enhancement using Least Significant Bits Method in Image Steganography

2022 · P. Subhasri, S. Santhoshkumar, et al. · International Conference on Automation, Computing and Renewable Systems (ICACRS) · 2

Real-Time Intrusion Detection Using Adaptive Sliding Windows for Concept Drift

2025 · S. Meganathan, A. Sumathi, et al. · International Journal of Electronics and Communication Engineering · 1

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Smart Farming: Empowering Agriculture in Smart Cities

2025 · A. Sumathi, S. Santhoshkumar, et al. · Auerbach Publications eBooks · 1

Bipolar Disorder Detection Using Machine Learning Technique

2025 · Santhoshkumar Sundar, P. Subhasri, et al. · Lecture notes in networks and systems · 1

Safeguarding Journeys: Advancements in Driver Alertness Monitoring

2024 · A. Sumathi, S. SanthoshKumar · Advances in computational intelligence and robotics book series · 1

Diabetes Prediction Model Using Stochastic Gradient Descent Logistic Regression Approach

2024 · A. Sumathi, S. Meganathan · Advances in systems analysis, software engineering, and high performance computing book series · 1

Rank based random forest model for gestational diabetes mellitus prediction

2024 · Sumathi Amarnath, Meganathan Selvamani · AIP conference proceedings · 1

Finding Best Voting Classifier for Diabetic Disease Classification

2023 · S. Meganathan, A. Sumathi, et al. · Communications in computer and information science · 1

A Combined Feature Selection Technique for Improving Classification Accuracy

2022 · S. Meganathan, A. Sumathi, et al. · Advances in computational intelligence and robotics book series · 1

Wireless Sensor-Based Enhanced Security Protocol to Prevent Node Cloning Attack

2022 · S. Meganathan, N. Rajesh Kumar, et al. · Advances in intelligent systems and computing · 1

An Experiment in Weather Prediction for North East and South West Monsoon Over Chennai

2019 · S. Meganathan*, R.Bala Krishnan, et al. · International Journal of Recent Technology and Engineering (IJRTE) · 1

Performance Analysis of Clustering Algorithms for MRI Brain Images

2019 · A. Sumathi, K. Kowsalya, et al. · International Conference on Intelligent Sustainable Systems (ICISS) · 1

An Approach for Text Steganography: Generating Tamil Text Summary Using Tamil Phonetics

2015 · K. Manimozhi, V. Kalaichelvi, et al. · International Review on Computers and Software (IRECOS) · 1

Development of an Efficient Data Mining Classifier With Microarray Data Set for Gene Selection and Classification

· A. Sumathi, S. Santhoshkumar, et al. · 1

Risk Stratification of Gestational Diabetes Melitus for Early Prediction and Monitoring Using WBAN

2026 · A. Sumathi, M. Priyadharshini, et al. · Advances in wireless technologies and telecommunication book series

Seasonal Rainfall Prediction Using SARIMAX and ARIMA Models

2026 · M. Nivedhitha, S. Meganathan, et al. · International Journal of Engineering Trends and Technology

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Clinical Safety Evaluation Frameworks for Medical Large Language Models

2026 · P. Umamaheswari, Jeyapandian Munisamy, et al. · Advances in computational intelligence and robotics book series

Transforming Gestational Diabetes Management Through LLM-Enabled Multimodal Healthcare

2026 · R. Priyanka, A. Sumathi, et al. · Advances in computational intelligence and robotics book series

Big Data Challenges in Real-Time Geo-Hazard Monitoring and Prediction

2026 · A. Sumathi, Farjana Farvin Sahapudeen · Advances in computational intelligence and robotics book series

Works count: 36

Citation count: 114

H-index: 5

I10-index: 3