Ministry of Education
Sowmya Christina
VIDWAN ID: 117476

Dr Sowmya Christina

Female Master of Arts
Assistant Professor | Department of Professional Studies
Christ University, Bangalore
Karnataka
Expertise: Business, Finance
ORCID 0000-0002-8197-8224 Scopus 58125210200
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9 Publications
0 Projects
25 Scopus Citations
18 CrossRef
7 Years 3 Months Total Experience
Publications
9 Total
Proceedings
9
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Scopus Scopus
25 Citations
2 h-index
CrossRef CrossRef
18 Citations
2 h-index
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Personal Details

Master of Arts
2025
N/A
Doctor of Philosophy
2020
Oklahoma State University
Assistant Professor
Jun 2019 – Present
Christ University, Bangalore | Department of Professional Studies
Social Sciences
Business, Finance

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Scholarly Work

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Scholarly Publications

Deploying a Multi-Model Forecasting System for Bitcoin Prices: Bridging Statistical Forecasting and Deep Learning Innovations

Conference Paper
Year: 2025.
Authors: Ch. Varalakshmi; Monica Ranka; Sowmya Christina; M. Martha Sucharitha; Md. Shaik Amzad Basha
DOI 10.1109/ICDSIS65355.2025.11070535 Crossref Crossref: 1 Scopus Scopus: 3

Data-Driven Insights into Student Performance: Benchmarking Machine Learning Models for Grade Prediction using Regression and Classification Approaches

Conference Paper
Year: 2025.
Authors: Sowmya Christina; S Sowjanya; Ch. Lakshmhyma; L Prathiba; Md Shaik Amzad Basha
DOI 10.1109/ICISCN64258.2025.10934398 Crossref Crossref: 2 Scopus Scopus: 2

Smote-Enhanced Machine Learning Approaches to Banking Loan Default Prediction: a Multi-Model Study

Conference Paper
Year: 2025.
Authors: Kumaraswamy M; Sowmya Christina; A Uma Devi; Obulseu Varikunta; Md Shaik Amzad Basha
DOI 10.1109/ICONAT66879.2025.11362377

Unveiling the Future: Exploring Stock Price Prediction in the Finance Sector through Machine Learning and Deep Learning - A Comprehensive Bibliometric Analysis

Conference Paper
Year: 2024.
Authors: M Martha Sucharitha; Md Shaik Amzad Basha; C Prabhavathi; Sowmya Christina; Obulesu Varikunta
DOI 10.1109/ICSSES62373.2024.10561389

Harnessing Machine Learning for Mental Health: A Study on Classifying Depression-Related Social Media Posts

Conference Paper
Year: 2024.
Authors: Ch. Varalakshmi; Sowmya Christina; Macherla Bhagya Lakshmi; Parthiban R; Md Shaik Amzad Basha; M Martha Sucharitha
DOI 10.1109/NKCon62728.2024.10775133 Crossref Crossref: 1 Scopus Scopus: 1

Artificial Intelligence & Automation: Opportunities and Challenges

Conference Paper
Year: 2023. Volume: 2821 , Issue: 1 .
Authors: M. Martha Sucharitha; Md. Shaik Amzad Basha; Sowmya Christina; Y. N. Raja
DOI 10.1063/5.0158570

Forecasting the Academic Horizon: Machine Learning Models Unraveling the Complex Web of Student Well-being Determinants

Conference Paper
Year: 2023.
Authors: Md Shaik Amzad Basha; Pritha Biswas; Sowmya Christina; Divya R Krishnan; M Martha Sucharitha
DOI 10.1109/NKCon59507.2023.10396455 Crossref Crossref: 1 Scopus Scopus: 1

Enhancing red wine quality prediction through Machine Learning approaches with Hyperparameters optimization technique

Conference Paper
Year: 2023.
Authors: Md Shaik Amzad Basha; Kavitha Desai; Sowmya Christina; M Martha Sucharitha; Abhishek Maheshwari
DOI 10.1109/ICEEICT56924.2023.10157719 Crossref Crossref: 12 Scopus Scopus: 17
Showing 1 to 8 of 9 publications