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Journal of Emerging Trends in Blockchain Technology (JETBT)

Published

Hybrid Machine Learning and Blockchain Approaches for Secure and Transparent Stock Prediction in India

Published in January-December 2025 (Vol. 3, Issue 3, 2025)

Hybrid Machine Learning and Blockchain Approaches for Secure and Transparent Stock Prediction in India - Issue cover

Abstract

Indian stock market, predictive analytics, blockchain technology, machine learning, LSTM, XGBoost, Random Forest, stock price forecasting, data integrity, data security, transparency, smart contracts, IPFS, decentralized storage, cryptographic hashing, hybrid model, financial technology, FinTech, regulatory compliance, data transparency, auditability, forecasting accuracy

References

  1. [1]https://irjiet.com/common_src/article_file/IRJIET9040271745565819.pdf
  2. [2]https://pmc.ncbi.nlm.nih.gov/articles/PMC12474858/
  3. [3]https://arxiv.org/html/2505.19617v1
  4. [4]https://ejournal.seaninstitute.or.id/index.php/Ekonomi/article/download/4462/3876/13496
  5. [5]https://arxiv.org/html/2504.17079v1
  6. [6]https://www.linkedin.com/pulse/india-blockchain-market-trends-2025-industry-growth-forecast-singh-ymhnc
  7. [7]https://www.acadlore.com/article/JIMD/2025_4_2/jimd040203
  8. [8]https://www.informatica.si/index.php/informatica/article/view/8271
  9. [9]https://pmc.ncbi.nlm.nih.gov/articles/PMC9323017/
  10. [10]https://www.integrate.io/blog/what-is-data-integrity-and-why-is-it-important/
  11. [11]https://www.simplilearn.com/tutorials/machine-learning-tutorial/stock-price-prediction-using-machine-learning
  12. [12]https://www.ijisrt.com/assets/upload/files/IJISRT24DEC1137.pdf
  13. [13]https://repository.uel.ac.uk/download/b1e61a4999968b8c77a7c5f9ab95a58487d6f9efc6f665a451c22386bf41aea3/1060140/Gifty%20and%20Yang%20paper%202024.pdf
  14. [14]https://systems.enpress-publisher.com/index.php/jipd/article/view/4972/0
  15. [15]https://affidaty.io/blog/en/2024/01/transactions-stock-market-blockchain/
  16. [16]https://www.investopedia.com/terms/b/blockchain.asp
  17. [17]https://lnct.ac.in/future-of-blockchain-technology-by-2025/
  18. [18]https://www.imarcgroup.com/india-blockchain-market
  19. [19]https://www.nadcab.com/blog/prediction-market-contracts
  20. [20]https://assets.kpmg.com/content/dam/kpmgsites/ch/pdf/decentralized-ledger-technology-banking.pdf.coredownload.inline.pdf
  21. [21]https://practiceguides.chambers.com/practice-guides/blockchain-2025/india/trends-and-developments/O21415
  22. [22]https://blockchain.meity.gov.in/index.php/blockchain-market
  23. [23]https://www.fintechweekly.com/magazine/articles/leveraging-blockchain-technology-for-enhanced-cash-flow-forecasting-in-digital-payments
  24. [24]https://insightfulbanking.com/smart-contracts-in-financial-modeling/
  25. [25]https://www.rapidinnovation.io/post/blockchain-ipfs-comprehensive-guide-to-decentralized-storage-solutions
  26. [26]https://www.nseindia.com/learn/blockchain-technologies
  27. [27]https://www.sciencedirect.com/science/article/abs/pii/S2214635022000673
  28. [28]https://systems.enpress-publisher.com/index.php/jipd/article/view/4972
  29. [29]https://icommunity.io/en/what-is-ifps-the-hard-drive-for-blockchain/
  30. [30]https://www.bis.org/publ/work924.pdf
  31. [31]https://estuary.dev/blog/data-integrity/
  32. [32]https://www.scirp.org/journal/paperinformation?paperid=94496
  33. [33]https://www.sciencedirect.com/science/article/pii/S2666188825007713
  34. [34]https://www.fortunebusinessinsights.com/industry-reports/blockchain-market-100072
  35. [35]https://www.geeksforgeeks.org/machine-learning/stock-price-prediction-using-machine-learning-in-python/
  36. [36]https://pubs.aip.org/aip/acp/article/3263/1/150039/3359327/Prediction-of-stock-trading-using-machine-learning
  37. [37]https://www.equitymaster.com/detail.asp?date=10%2F18%2F2025&story=2&title=AIs-Hidden-Bottleneck-4-Power--Cooling-Stocks-to-Watch
  38. [38]https://groww.in/blog/best-artificial-intelligence-stocks-in-india
  39. [39]https://www.sciencedirect.com/science/article/pii/S1877050922020993
  40. [40]https://www.5paisa.com/blog/best-artificial-intelligence-stocks-ai-stocks-in-india
  41. [41]https://www.ibm.com/think/topics/blockchain-for-cybersecurity
  42. [42]https://github.com/Vatshayan/Final-Year-Machine-Learning-Stock-Price-Prediction-Project
  43. [43]https://www.sciencedirect.com/science/article/pii/S1059056025000784
  44. [44]https://www.sciencedirect.com/science/article/pii/S2667305324001236
  45. [45]https://acropolium.com/blog/use-cases-for-blockchain-technology-adoption-across-major-industries/
  46. [46]https://www.sciencedirect.com/science/article/pii/S1319157824002696
  47. [47]https://www.metatechinsights.com/industry-insights/decentralized-prediction-market-1254
  48. [48]https://community.nasscom.in/communities/blockchain/future-blockchain-technology-2025-and-beyond
  49. [49]https://www.technavio.com/report/decentralized-finance-market-analysis
  50. [50]https://www.nseindia.com/resources/exchange-communication-circulars
  51. [51]https://github.com/AaravMehta-07/LSTM-Random-Forest-XGBoost-Stock-Predictor-with-Optuna
  52. [52]https://github.com/Hupperich-Manuel/LSTM-XGBoost-Hybrid-Forecasting
  53. [53]https://www.techscience.com/csse/v40n1/44219/html
  54. [54]https://mujast.mtu.edu.ng/storage/issues/Year_2024_Vol_4/Number_2/1729800557_MUJAST_240801.pdf
  55. [55]https://www.scirp.org/journal/paperinformation?paperid=142295
  56. [56]https://www.fortunebusinessinsights.com/smart-contracts-market-108635
  57. [57]https://pdfs.semanticscholar.org/c97c/8f16685eaf99d37f4b81794ab993c75805d3.pdf
  58. [58]https://www.imarcgroup.com/smart-contracts-market
  59. [59]https://pinata.cloud/blog/the-gdp-of-ipfs-measuring-the-economic-impact-of-decentralized-storage/
  60. [60]https://dl.acm.org/doi/10.1007/978-3-030-78609-0_8

Authors (2)

Dr. Kaushal Jani
ORCID

Indus University

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Dr. Nisarg Patel
ORCID

Coreway Technologies

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Article Information

Article ID:
JETBT330002
Paper ID:
JETBT-01-000016
Published Date:
2026-01-05

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How to Cite

Kaushal, D., & Nisarg, D. (2026). Hybrid Machine Learning and Blockchain Approaches for Secure and Transparent Stock Prediction in India. Journal of Emerging Trends in Blockchain Technology (JETBT), 3(3), xx-xx. DOI:https://doi.org/10.56975/jetbt.v3.i3.000016

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