Smruti Rekha Das

Assistant Professor

Education

Ph. D.

sdas5@gitam.edu

Social Media

Google Scholar Scopus

Scopus

ORCiD

Dr. Smruti Rekha Das, from Odisha, earned her Ph.D. from Siksha 'O' Anusandhan University, Bhubaneswar. Her research expertise spans machine learning, financial market prediction, and predictive analytics. Beyond her academic pursuits, she is deeply engaged in spiritual practices, including meditation and the study of the Bhagavad Gita.

Research Publications

Title : An optimized feature reduction based currency forecasting model exploring the online sequential extreme learning machine and krill herd strategies, Physica A: Statistical Mechanics and its Applications, Elsevier Publication, DOI: https://doi.org/10.1016/j.physa.2018.09.021
Title: A hybridized ELM-Jaya forecasting model for currency exchange prediction, Journal of King Saud University-Computer and Information Sciences, Elsevier Publication, DOI: https://doi.org/10.1016/j.jksuci.2017.09.006
Title: A hybridized ELM using self-adaptive multi-population-based Jaya algorithm for currency exchange prediction: an empirical assessment, Neural Computing and Applications, Springer Publication, DOI: https://doi.org/10.1007/s00521-018-3552-8
Title: Stock market prediction using Firefly algorithm with evolutionary framework optimized feature reduction for OSELM method, Expert Systems with Applications: X 4, Elsevier Publication, DOI: https://doi.org/10.1016/j.eswax.2019.100016
Title: Exploring Variants of Extreme Learning Machines for Prediction of Mutual Fund NAV, Journal of Engineering Science & Technology Review, DOI: 10.25103/jestr.172.12

Ongoing Research Projects

SEED Project

Expertise

Data Analysis and Feature Selection
Emerging Trends in Predictive Analysis
Model Evaluation and Metrics
Analyzing on Time series models
Real-Time Data Processing and Scalability