ISSN2320-2882
Impact Factor9.17
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ESTD2013
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Paper Title
MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS
Authors
Yogesh N , Shriraksha A S , Sheeba Mariyam , Syed Md Abbas , Varshith H D
Keywords
Stock market prediction, ensemble learning, Random Forest, Gradient Boosting, technical indicators, feature engineering, NIFTY 50, SENSEX, Flask REST API, financial forecasting, RSI, MACD, machine learning
Abstract
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How To Cite
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IJCRT — journal style
"MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.14, Issue 5, page no.a495-a502, May 2026, Available :https://ijcrt.org/papers/IJCRT2605065.pdf
APA — 7th edition
N, Y., S, S. A., Mariyam, S., Abbas, S. M., & D, V. H. (2026). MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS. International Journal of Creative Research Thoughts, 14(5), a495-a502. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2605065
MLA — 9th edition
N, Yogesh, et al. "MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS." International Journal of Creative Research Thoughts, vol. 14, no. 5, 2026, pp. a495-a502, https://ijcrt.org/viewpaperforall.php?paper=IJCRT2605065.
Chicago — 17th, bibliography
N, Yogesh, et al. "MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS." International Journal of Creative Research Thoughts 14, no. 5 (2026): a495-a502. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2605065.
Harvard — author–date
N, Y. et al. (2026) 'MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS', International Journal of Creative Research Thoughts, 14(5), pp. a495-a502. Available at: https://ijcrt.org/viewpaperforall.php?paper=IJCRT2605065
IEEE — numbered reference
Y. N, S. A. S, S. Mariyam, S. M. Abbas and V. H. D, "MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS," IJCRT, vol. 14, no. 5, pp. a495-a502, May. 2026.
Vancouver — biomedical
N Y, S SA, Mariyam S, Abbas SM, D VH. MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS. IJCRT. 2026 May;14(5):a495-a502.
AMA — 11th edition
N Y, S SA, Mariyam S, Abbas SM, D VH. MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS. IJCRT. 2026;14(5):a495-a502. Accessed at https://ijcrt.org/viewpaperforall.php?paper=IJCRT2605065
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRT2605065,
author = {Yogesh N and Shriraksha A S and Sheeba Mariyam and Syed Md Abbas and Varshith H D},
title = {MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS},
journal = {International Journal of Creative Research Thoughts},
volume = {14},
number = {5},
pages = {a495-a502},
year = {2026},
month = {May},
issn = {2320-2882},
url = {https://ijcrt.org/viewpaperforall.php?paper=IJCRT2605065}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - N, Yogesh
AU - S, Shriraksha A
AU - Mariyam, Sheeba
AU - Abbas, Syed Md
AU - D, Varshith H
TI - MARKETGENIUS: AN ENSEMBLE MACHINE LEARNING FRAMEWORK FOR REAL-TIME INDIAN STOCK MARKET PREDICTION AND ANALYSIS
T2 - International Journal of Creative Research Thoughts
JA - IJCRT
VL - 14
IS - 5
PY - 2026
SN - 2320-2882
UR - https://ijcrt.org/viewpaperforall.php?paper=IJCRT2605065
SP - a495-a502
ER -
Issue
Volume 14 Issue 5,
May-2026
Pages : a495-a502
Article Information
- Pages
- a495-a502
- Published
- May 2026
- Registration ID
- IJCRT_307665
- Published Paper ID
- IJCRT2605065
- Research Area
- Science and Technology
- Author Type
- Indian Author
- Location
- Davanagere, Karnataka, India
- Peer Review
- Request Peer Review Report
- Licence
- CC BY 4.0 · Open Access
- ISSN & Impact Factor
- 2320-2882 · IF 9.17
- Downloads
- 148
- Permanent Link
- https://ijcrt.org/viewpaperforall.php?paper=IJCRT2605065
- Published Paper PDF
- https://ijcrt.org/papers/IJCRT2605065.pdf
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International Journal of Creative Research Thoughts
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2320-2882
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The authors would like to thank the reviewers and the editorial board of International Journal of Creative Research Thoughts for their careful reading and constructive comments, and all colleagues who supported the preparation of this manuscript.
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