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B Sathiyabhama

Sona College of Technology - Department of Computer Science and Engineering

Head and Professor

Junction Main Road

Suramangalam

Salem, Tamil Nadu 636005

India

SCHOLARLY PAPERS

8

DOWNLOADS

1,163

TOTAL CITATIONS

4

Scholarly Papers (8)

1.

Spark Based Framework for Breast Cancer Analysis

Proceedings of the International Conference on Intelligent Computing Systems (ICICS 2017 – Dec 15th - 16th 2017) organized by Sona College of Technology, Salem, Tamilnadu, India
Number of pages: 10 Posted: 27 Feb 2018
Sona College of Technology - Department of Computer Science and Engineering, Sona College of Technology, Sona College of Technology, Sona College of Technology, Sona College of Technology, Sona College of Technology and Ecole Normale Supérieure d'Abidjan - Department of Science and Technology
Downloads 236 (323,233)
Citation 2

Abstract:

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Breast Cancer Wisconsin diagnostic dataset, Apache Spark, Big data in Healthcare, Decision Tree, Random Forest, Gradient Boosting Classifier

2.

A Comparison of Machine Learning Techniques for Survival Prediction in Breast Cancer Gene Expression Data

Proceedings of the International Conference on Intelligent Computing Systems (ICICS 2017 – Dec 15th - 16th 2017) organized by Sona College of Technology, Salem, Tamilnadu, India
Number of pages: 8 Posted: 27 Feb 2018
V. Yuvarajan, B Sathiyabhama and S Udhaya Kumar
Sona College of Technology, Sona College of Technology - Department of Computer Science and Engineering and Sona College of Technology
Downloads 186 (407,391)

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Machine Learning, Decision Tree (DT), Support Vector Machine (SVM), Naive Bayes, Microarray data, Breast cancer Gene Expression.

3.

Personalized Care: A Clinical Decision Support System for Breast Cancer Screening Using Clustering and Classification

Proceedings of the International Conference on Intelligent Computing Systems (ICICS 2017 – Dec 15th - 16th 2017) organized by Sona College of Technology, Salem, Tamilnadu, India
Number of pages: 14 Posted: 09 Mar 2018
M Alamelumangai and B Sathiyabhama
Sona College of Technology, Department of Computer Science and Engineering, Students and Sona College of Technology - Department of Computer Science and Engineering
Downloads 173 (435,504)
Citation 1

Abstract:

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Breast cancer and early detection, BI-RADS, Clinical decision support system, PAM clustering, Classifier

4.

A Comparison of Classification Techniques on Thyroid Detection Using J48 and Naive Bayes Classification Techniques

Proceedings of the International Conference on Intelligent Computing Systems (ICICS 2017 – Dec 15th - 16th 2017) organized by Sona College of Technology, Salem, Tamilnadu, India
Number of pages: 12 Posted: 19 Mar 2018
S Vidhushavarshini and B Sathiyabhama
Sona College of Technology and Sona College of Technology - Department of Computer Science and Engineering
Downloads 160 (467,092)

Abstract:

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Classification, Thyroid disease, Predictive analysis, healthcare

5.

Intelligent Lender – Prediction of Loan Applicant Credibility Based on the Machine Learning Model

Proceedings of the International Conference on Innovative Computing & Communication (ICICC) 2022
Number of pages: 6 Posted: 13 Mar 2023
Sona College of Technology, Sona College of Technology, Sona College of Technology - Department of Computer Science and Engineering and Accenture
Downloads 140 (524,371)

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Machine Learning Model, K-Nearest Neighbour, Credit Risk Assessment, Prediction, Applicant Credibility, Classification, Loan Prediction, Smart Lender, Intelligent Banking System

6.

Detection of Stuck Open and Short Fault in SRAM Based System

Proceedings of the International Conference on Intelligent Computing Systems (ICICS 2017 – Dec 15th - 16th 2017) organized by Sona College of Technology, Salem, Tamilnadu, India
Number of pages: 4 Posted: 27 Feb 2018
A Chitra, S Vijay Murugan and B Sathiyabhama
Adhiyamaan College of Engineering, Adhiyamaan College of Engineering and Sona College of Technology - Department of Computer Science and Engineering
Downloads 124 (580,653)
Citation 1

Abstract:

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low power; SRAM based FPGA; BIST; CLBs

7.

GSA Based Classification of Lung Nodules in CT Images

Proceedings of the International Conference on Intelligent Computing Systems (ICICS 2017 – Dec 15th - 16th 2017) organized by Sona College of Technology, Salem, Tamilnadu, India
Number of pages: 17 Posted: 09 Mar 2018
L. Maria Jenifer, T. Sathiya and B Sathiyabhama
Sona College of Technology, Department of Computer Science and Engineering, Students, Sona College of Technology and Sona College of Technology - Department of Computer Science and Engineering
Downloads 76 (830,555)

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Gravitational search algorithm, Gray level Co-occurrence Matrix, Computed Tomography, Computer Aided Diagnosis, Region of Interest

8.

Brain Tumor Classification from MRI Using Dual Swin Transformers: A Lightweight Vision-Based Approach

Number of pages: 22 Posted: 31 Aug 2025
affiliation not provided to SSRN, Sona College of Technology, Sona College of Technology - Department of Computer Science and Engineering and Sunway University
Downloads 68 (891,180)

Abstract:

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Swin Transformer, Vision Transformer (ViT), Brain Tumor Classification, MRI-based Diagnosis, Generalization in Medical Imaging, Deep Learning for Radiology