1.
✅ Your Citations in APA 7 Format
1.
Shankarlingam, G., & Reddy, K. T. (2023). Predicting a small-cap company stock price using Python with best accuracy rate: How data science works for predictions and accuracy rate. Indian Journal of Science and Technology, 16(48), 4620–4623. https://doi.org/10.17485/IJST/v16i48.2793
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Kandadi, T., & Shankarlingam, G. (2024, October 26). Analysis report of traders losing money in trading platforms: A SEBI report. SSRN. https://doi.org/10.2139/ssrn.5000105
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Kandadi, T., & Shankarlingam, G. (2025, January 1). Drawbacks of LSTM algorithm: A case study. SSRN. https://doi.org/10.2139/ssrn.5080605
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Kandadi, T. (2025, April 7). Implementation of Dichotomiser 3 algorithm with decision tree for making decisions in machine learning. SSRN. https://doi.org/10.2139/ssrn.5207811
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Kandadi, T. R. (2025). A framework for predicting startup success growth with multiple algorithms. TechRxiv. https://doi.org/10.36227/techrxiv.175751434.42657764/v1
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Kandadi, T. (2025, April 30). Drawbacks of Random Forest algorithm to examine extensive datasets. SSRN. https://doi.org/10.2139/ssrn.5236759
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Kandadi, T. R. (2025, October 21). Explainable deep learning for automated pneumonia detection from chest X-ray images using MobileNetV2 and Grad-CAM CNN. TechRxiv. https://doi.org/10.36227/techrxiv.176108165.56312001/v1
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Kandadi, T. (2025, September 13). Qubit state visualizer in quantum computing: Bloch sphere & probabilities. SSRN. https://doi.org/10.2139/ssrn.5574098
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Kandadi, T. (2025, January 21). 99 reasons to make losses in equity and F&O: 1% achievement and 99% setbacks (A case analysis). SSRN. https://doi.org/10.2139/ssrn.5108531
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Kandadi, T. (2025, September 22). Real-time flood prediction using machine learning and environmental data with Random Forest algorithm. SSRN. https://doi.org/10.2139/ssrn.5574038
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Kandadi, T. (2025, October 18). AI-powered personalized nutrition recommendation system using ensemble machine learning models. SSRN. https://doi.org/10.2139/ssrn.5646710
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Kandadi, T. (2025, September 19). An interactive sales analytics dashboard using Streamlit: A lightweight alternative to traditional BI tools. SSRN. https://doi.org/10.2139/ssrn.5509178
13.
Kandadi, T. R. (2025, November 24). Development of a machine learning model for automatic detection of crop diseases: A case study. Authorea. https://doi.org/10.22541/au.176402482.24299791/v1
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Kandadi, T. R. (2025, December 3). A study on brain tumor technology using machine learning with fewer images on training with high accuracy. Authorea. https://doi.org/10.22541/au.176478088.86005575/v1
Kandadi Thirupathi. MULTI-SCALE CNN-BASED EARLY DETECTION OF LUNG NODULES FROM LOW-DOSE CT SCANS. ScienceOpen Preprints. 2025. DOI: 10.14293/PR2199.002511.v1
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Reddy, Thirupathi. (2025). A Survey of Large Language Models: Architectures, Training, and Applications. 10.13140/RG.2.2.27853.09444.
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Reddy, Thirupathi & Srujan, V. (2025). A Comparative Study of Time-Series Forecasting Models: ARIMA, LSTM, and Transformers. 10.13140/RG.2.2.30898.06084.
18. K Thirupathi Reddy, Srujan Vannala, K Vishnuvardhan. A Real time Drone Detection System for Airspace Security in India using YOLOv8 and Deep Learning. J. Contemp. Politics 2026;5(1):5-13. https://doi.org/10.53989/jcp.v5i1.25.112
1. SIJSS – UGCCARE 1 ISSN: 0972-8945(print), ISSN: 3048-6165(Online)
https://journal.sijss.com/index.php/home/about
2.
2. IJTE – UGCCARE 1 ISSN: 0971-3034
https://isteonline.org/downloadables/journals/Qtr_issue_Oct-Dec_2023_issue_for_web.pdfwebsite link: https://isteonline.org/iste-journal-vol-46
CITATION
Predicting Stock Price using Python with Best Accuracy Rate: How the Data Science 91 and Machine Learning Working for Predictions and Accuracy Rate Gourishetty Shankar Lingam, K. Thirupathi Reddy, vol: 46, issue 4, page no: 91-98, https://isteonline.in/Datafiles/cms/Qtr_issue_Oct-Dec_2023_issue_for_web.pdf
LINK : https://isteonline.in/Datafiles/cms/Qtr_issue_Oct-Dec_2023_issue_for_web.pdf
3.
3. IJST – WEB OF SCIENCE P-ISSN: 0974-6846, E-ISSN: 0974-5645
CITATION
4. SSRN - SCOPUS ISSN: 1556-5068
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5000105
CITATION
Kandadi, Thirupathi and Shankarlingam, G., Analysis Report of Traders Losing Money in Trading Platforms: A Sebi Report (October 26, 2024). ssrn, Available at SSRN: https://ssrn.com/abstract=5000105 or http://dx.doi.org/10.2139/ssrn.5000105
5. SSRN - SCOPUS ISSN: 1556-5068
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5080605
CITATION
Kandadi, Thirupathi and Shankarlingam, G., DRAWBACKS OF LSTM ALGORITHM: A CASE STUDY (January 01, 2025). Available at SSRN: https://ssrn.com/abstract=5080605 or http://dx.doi.org/10.2139/ssrn.5080605
6. SSRN - SCOPUS ISSN: 1556-5068
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5108531
CITATION
Kandadi, Thirupathi,
99 REASONS TO MAKE LOSSES IN EQUITY AND F & O : 1% ACHIEVEMENT AND 99% SETBACKS (A CASE ANALYSIS)
(January 21, 2025). Available at SSRN: https://ssrn.com/abstract=5108531 or http://dx.doi.org/10.2139/ssrn.5108531
7. SSRN- ELSEVIER ISSN: 1556-5068
CITATION
Kandadi, Thirupathi, IMPLEMENTATION OF DICHOTOMISER 3 ALGORITHM WITH DECISION TREE FOR MAKING DECISIONS IN MACHINE LEARNING (April 07, 2025). Available at SSRN: https://ssrn.com/abstract=5207811 or http://dx.doi.org/10.2139/ssrn.5207811
16 Pages Posted: 6 May 2025
Date Written: April 07, 2025
8. research square (springer)
thirupathi. A Streamlit-powered System for Simulating and Visualizing Qubit States, 11 September 2025, PREPRINT (Version 1) available at Research Square [https://doi.org/10.21203/rs.3.rs-7579530/v1]
published on 11-sep-2025
9. Techarxiv
A FRAMEWORK TO PREDICTING STARTUP SUCCESS GROWTH WITH MULTIPLE ALGORITHMS
Kandadi Thirupathi Reddy. A FRAMEWORK TO PREDICTING STARTUP SUCCESS GROWTH WITH MULTIPLE ALGORITHMS. TechRxiv. September 10, 2025.
DOI: 10.36227/techrxiv.175751434.42657764/v1
10. SSRN
DRAWBACKS OF RANDOM FOREST ALGORITHM TO EXAMINE EXTENSIVE DATASETS
16 Pages Posted: 7 May 2025
Date Written: April 30, 2025
Kandadi, Thirupathi, DRAWBACKS OF RANDOM FOREST ALGORITHM TO EXAMINE EXTENSIVE DATASETS (April 30, 2025). Available at SSRN: https://ssrn.com/abstract=5236759 or http://dx.doi.org/10.2139/ssrn.5236759
Books
https://www.elivabooks.com/en/book/book-7194442344
The Behavioural Study of Stocks and LSTM Algorithm
Chapters
How the Data Science and Machine Learning Revolutionizing the Agriculture G. Shankarlingam and K. Thirupathi Reddy
https://ndpublisher.in/ndpbookpage.php?book=480
Advances and Concerns in Agricultural & Environmental Information Systems in Society 5.0
Google Scholar ID
https://scholar.google.com/citations?user=djucQkcAAAAJ&hl=en
Vidhwan ID
https://vidwan.inflibnet.ac.in/profile/579235
CITATIONS
Predicting Stock Price using Python with Best Accuracy Rate: How the Data Science 91 and Machine Learning Working for Predictions and Accuracy Rate Gourishetty Shankar Lingam, K. Thirupathi Reddy, vol: 45, issue 4, page no: 91-98, http://www.isteonline.in/Datafiles/cms/Qtr_issue_Oct-Dec_2023_issue_for_web.pdf
Kandadi, Thirupathi and Shankarlingam, G., Analysis Report of Traders Losing Money in Trading Platforms: A Sebi Report (October 26, 2024). ssrn, Available at SSRN: https://ssrn.com/abstract=5000105 or http://dx.doi.org/10.2139/ssrn.5000105
Kandadi, Thirupathi and Shankarlingam, G., DRAWBACKS OF LSTM ALGORITHM: A CASE STUDY (January 01, 2025). Available at SSRN: https://ssrn.com/abstract=5080605 or http://dx.doi.org/10.2139/ssrn.5080605
Thesis Details
Code
• git clone https://github.com/codingacharya/revenuegrowthprediction.git
• cd revenuegrowthprediction
• pip install streamlit pandas numpy plotly scikit-learn
• streamlit run ob1.py
• git clone https://github.com/codingacharya/startupsurvivalmodelwithflask.git
• cd startupsurvivalmodelwithflask
• pip install -r requirements.txt
or
• pip install flask joblib xgboost scikit-learn pandas
• python model_trainer.py
• python app.py
• Open command prompt and enter these commands in CMD
• step 1: Clone the Repository
• git clone https://github.com/codingacharya/Stock-Price-Analysis.git
• step 2: Navigate to the project directory
• cd stock-price-analysis
• step 3: Install the required python packages using PIP
• pip install -r requirements.txt
• step 4: Run the streamlit app
• streamlit run app.py
Kandadi, Thirupathi and Shankarlingam, G., DRAWBACKS OF LSTM ALGORITHM: A CASE STUDY (January 01, 2025). Available at SSRN: https://ssrn.com/abstract=5080605 or http://dx.doi.org/10.2139/ssrn.5080605
Kandadi, Thirupathi, IMPLEMENTATION OF DICHOTOMISER 3 ALGORITHM WITH DECISION TREE FOR MAKING DECISIONS IN MACHINE LEARNING (April 07, 2025). Available at SSRN: https://ssrn.com/abstract=5207811 or http://dx.doi.org/10.2139/ssrn.5207811
Kandadi Thirupathi Reddy. A FRAMEWORK TO PREDICTING STARTUP SUCCESS GROWTH WITH MULTIPLE ALGORITHMS. TechRxiv. September 10, 2025. DOI: 10.36227/techrxiv.175751434.42657764/v1
Kandadi, Thirupathi, DRAWBACKS OF RANDOM FOREST ALGORITHM TO EXAMINE EXTENSIVE DATASETS (April 30, 2025). Available at SSRN: https://ssrn.com/abstract=5236759 or http://dx.doi.org/10.2139/ssrn.5236759
Kandadi Thirupathi Reddy. EXPLAINABLE DEEP LEARNING FOR AUTOMATED PNEUMONIA DETECTION FROM CHEST X-RAY IMAGES USING MOBILENETV2 AND GRAD-CAM CNN. TechRxiv. October 21, 2025.
DOI: 10.36227/techrxiv.176108165.56312001/v1
Kandadi, Thirupathi, QUBIT STATE VISUALIZER IN QUANTUM COMPUTING: BLOCH SPHERE & PROBABILITIES (September 13, 2025). Available at SSRN: https://ssrn.com/abstract=5574098 or http://dx.doi.org/10.2139/ssrn.5574098
Kandadi, Thirupathi, 99 REASONS TO MAKE LOSSES IN EQUITY AND F & O : 1% ACHIEVEMENT AND 99% SETBACKS (A CASE ANALYSIS) (January 21, 2025). Available at SSRN: https://ssrn.com/abstract=5108531 or http://dx.doi.org/10.2139/ssrn.5108531
Kandadi, Thirupathi, REAL-TIME FLOOD PREDICTION USING MACHINE LEARNING AND ENVIRONMENTAL DATA WITH RANDOM FOREST ALGORITHM (September 22, 2025). Available at SSRN: https://ssrn.com/abstract=5574038 or http://dx.doi.org/10.2139/ssrn.5574038
Kandadi, Thirupathi, AI-POWERED PERSONALIZED NUTRITION RECOMMENDATION SYSTEM USING ENSEMBLE MACHINE LEARNING MODELS (October 18, 2025). Available at SSRN: https://ssrn.com/abstract=5646710 or http://dx.doi.org/10.2139/ssrn.5646710
Kandadi, Thirupathi, An Interactive Sales Analytics Dashboard Using Streamlit: A Lightweight Alternative to Traditional BI Tools (September 19, 2025). Available at SSRN: https://ssrn.com/abstract=5509178 or http://dx.doi.org/10.2139/ssrn.5509178
Kandadi Thirupathi Reddy. DEVELOPMENT OF A MACHINE LEARNING MODEL FOR AUTOMATIC DETECTION OF CROP DISEASES – (Case Study). Authorea. November 24, 2025.
DOI: 10.22541/au.176402482.24299791/v1
Kandadi Thirupathi Reddy. A STUDY ON BRAIN TUMOR TECHNOLOGY USING MACHINE LEARNING WITH FEWER IMAGES ON TRAINING WITH HIGH ACCURACY. Authorea. December 03, 2025.
DOI: 10.22541/au.176478088.86005575/v1
Web of Science
https://mjl.clarivate.com/journal-profile
https://www.jswep.in/index.php/jswep/AuthorGuidelines
https://www.jcdr.net/
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