[1]. D. D. Pandya, A. Jadeja, S. Degadwala and D. Vyas, "Ensemble Learning based Enzyme Family Classification using
n-gram Feature," 2022 6th International Conference on Intelligent Computing and Control Systems (ICICCS),
Madurai, India, 2022, pp. 1386-1392, doi: 10.1109/ICICCS53718.2022.9788292.
[2]. Dr. Darshanaben Dipakkumar Pandya, Dr. Abhijeetsinh Jadeja, Dr. Sheshang D. Degadwala, " An Applied Secant
Method for Recovered Missing Mass Values in Data Mining , IInternational Journal of Scientific Research in
Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 8, Issue 2,
pp.97-103, March-April-2022. Available at doi : https://doi.org/10.32628/CSEIT22823
[3]. Dr. Darshanaben Dipakkumar Pandya, Dr. Abhijeetsinh Jadeja, Dr. Sheshang D. Degadwala, " An Applied Mean
Substitutions Technique for Detection of Anomalous Value in Data Mining , International Journal of Scientific
Research in Science and Technology(IJSRST), Online ISSN : 2395-602X, Print ISSN : 2395-6011, Volume 9, Issue
2, pp.103-108, March-April-2022. Available at doi : https://doi.org/10.32628/IJSRST229212
[4]. Dr. Darshanaben Dipakkumar Pandya, Dr. Abhijeetsinh Jadeja, Dr. Sheshang D. Degadwala, " An Applied N C
Differentiation Interpolation technique for improved random Anomalous values in Data Mining, International
Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN
: 2394-4099, Volume 9, Issue 2, pp.86-92, March-April-2022. Available at doi : https://doi.org/10.32628/IJSRSET229218
[5]. Dr. Darshanaben Dipakkumar Pandya, Dr. Abhijeetsinh Jadeja, Dr. Sheshang D. Degadwala, " N B Interpolation
Technique for Improved Arbitrarily missing values in Data Mining, International Journal of Scientific Research in
Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 9,
Issue 2, pp.79-85, March-April-2022. Available at doi : https://doi.org/10.32628/IJSRSET229217
[6]. Dr. Darshanaben Dipakkumar Pandya, Dr. Abhijeetsinh Jadeja, Dr. Sheshang Degadwala, " An Applied Variation
Anomaly Technique for Detection of Irregular Values in Data Mining, IInternational Journal of Scientific Research
in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 8, Issue 2,
pp.143-148, March-April-2022. Available at doi : https://doi.org/10.32628/CSEIT228228
[7]. Gaur, S., Pandya, D.D., Soni, D. (2020). Closest Fit Approach Through Linear Interpolation to Recover Missing
Values in Data Mining. In: Yang, XS., Sherratt, S., Dey, N., Joshi, A. (eds) Fourth International Congress on
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Singapore. https://doi.org/10.1007/978-981-15-0637-6_44
[8]. Gaur, S., Pandya, D.D., Sharma, M.K. (2020). Applied N F Interpolation Method for Recover Randomly Missing
Values in Data Mining. In: Yang, XS., Sherratt, S., Dey, N., Joshi, A. (eds) Fourth International Congress on
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Singapore. https://doi.org/10.1007/978-981-32-9343-4_38
[9]. S. Gaur and D. Dipakkumar Pandya, "Closest Fit Approach for Pattern Designing to Recovered Anomalous Values
in Data Mining," 2018 Second World Conference on Smart Trends in Systems, Security and Sustainability
(WorldS4), London, UK, 2018, pp. 308-312, doi: 10.1109/WorldS4.2018.8611610.
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[11]. Pandya, D., Jadeja, A., Gour, S., Trivedi, S.B., Patel, H.H., Jadeja, P.U. (2024). An Analytical Perspective of
Missing Values in Machine Learning. In: Rathore, V.S., Piuri, V., Babo, R., Tiwari, V. (eds) Emerging Trends in
Expert Applications and Security. ICE-TEAS 2024. Lecture Notes in Networks and Systems, vol 1037. Springer,
Singapore. https://doi.org/10.1007/978-981-97-3991-2_24
[12]. Sneh B. Patel and Dr. Darshanaben Dipakkumar Pandya, ―Analysis of Adaptive Approach Through Statistical
Trends and Measures of Central Tendency,‖ Int. J. Sci. Res. Computer. Sci. Eng. Inf. Technol, vol. 11, no. 4, pp. 69
74, Jul. 2025, Doi: 10.32628/CSEIT2511405.
[13]. Pandya, Darshanaben Dipakkumar. ―An Applied Missing Value Recovery Using Adaptive Techniques for
Statistical Trends and Central Tendency Analysis.‖ International Journal of Recent Trends in Science, Technology &
Management (IJRTSTM), September 27, 2025, 38–52. https://doi.org/10.5281/zenodo.17173257.
[14]. Pandya, Darshanaben Dipakkumar. ―Enhancing Data Mining Accuracy Through Muller-Based Anomaly and
Missing Data Handling.‖ International Journal of Recent Trends in Science, Technology & Management (IJRTSTM),
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[15]. Pandya, Darshanaben Dipakkumar. ―Smart Technology Trends: A Quantitative and Analytical Approach.‖ Smart
Technology 5 Sept. https://doie.org/10.11411/HENXI.2025587269. 2025, pp. 132–141. ISBN 978-81-987316-8-5.
[16]. Pandya, Darshanaben Dipakkumar. ―AI-Powered Advancements in Software Design and Development Through
Smart Technology.‖ Smart Technology Trends, 5 Sept. 2025, pp. 142–151. ISBN 978-81-987316-8-5.
https://doie.org/10.11411/HENXI.2025124965.
[17]. Pandya, Darshanaben Dipakkumar. ―Systematic Handling of Missing Data in Mining Processes: Insights from
Statistical Trends.‖ Smart Technology Trends, Henxi Publication, 5 Sept. 2025, pp. 152–161. ISBN 978-81-987316
8-5. https://doie.org/10.11411/HENXI.2025952409.
[18]. Pandya, Darshanaben Dipakkumar. ―Statistical Trend–Based Detection of Exceptional and Inconsistent Values in
Large Datasets.‖ Smart Technology Trends, Henxi Publication, 5 Sept. 2025, pp. 170–182. ISBN 978-81-987316-8-5.
https://doie.org/10.11411/HENXI.2025596023.
[19]. Pandya, D.D., Satish, B.P., Khushbu (2026). Improving Data Mining Reliability Through Applied C-B Techniques
for Addressing Misplaced Values. In: Rathore, V.S., Tavares, J.M.R.S., Hanumanthappa, M., Surendiran, B. (eds)
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vol 1450. Springer, Singapore. https://doi.org/10.1007/978-981-96-7289-9_2
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Through Applied C-B Techniques for Addressing Misplaced Values.‖ Universal Threats in Expert Applications and
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Surendiran, Lecture Notes in Networks and Systems, vol. 1450, Springer, Singapore, 2026, pp. 11–23.
https://doi.org/10.1007/978-981-96-7289-9_2.
