Manoj, K, A. Peter, and P. Kumar. Machine Learning for Effective Data Mining: Algorithms and Approach.
Notion Press, May 2023. ISBN: 9798890661029.
Manoj, K. Payanangalil Nerudiya Ninaivugal.
Notion Press, 2023. ISBN: 9798890663306.
Senthamarai Kannan, K., and Manoj, K. Identifying Outliers in Data Mining.
Chess Educational Publishers, May 2016. ISBN: 9789385666049.
Manoj, K., and V. Deneshkumar. "A statistical approach to nutrition and human health."
In A. Kumar and S. Singh (Eds.), Vandita Publishing House, Delhi, 2022. ISBN: 9789386661029.
Manoj, K., and Senthamarai Kannan, K. "Statistical Methods for Identifying Outliers in Univariate and Multivariate Data."
In Statistical Outliers and Related Topics, CRC Press, January 2025. ISBN: 9781032460567. Read More
Peter, A., Manoj, K., and P. Kumar. "Credit card fraud detection using artificial neural networks."
NeuroQuantology, vol. 20, no. 17, pp. 772–776, 2022.
Peter, A., Manoj, K., and P. Kumar. "Prediction of breast cancer using machine learning techniques – a comparative study."
NeuroQuantology, vol. 20, no. 14, pp. 1101–1106, 2022.
Peter, A., Manoj, K., and P. Kumar. "Medical diagnostic system based on data mining classification techniques."
Annals of the Romanian Society for Cell Biology, vol. 24, no. 2, pp. 1257–1261, Dec. 2020.
Rajanbabu, R., Monikanda Prasad, G., and Manoj, K. "An analysis of volatility in the foreign exchange reserves in India."
Inforkara Research, vol. 8, no. 12, pp. 489–503, 2019.
Sampath, G., Senthamarai Kannan, K., and Manoj, K. "Robust regression models for identifying outliers in medical data."
Research & Reviews: Journal of Statistics, vol. 7, no. 1, 69s–76sp, 2018.
Stephen Raj, S., Senthamarai Kannan, K., and Manoj, K. "Principal component analysis for outlier detection."
Research & Reviews: Journal of Statistics, vol. 7, no. 1, 62s–68sp, 2018.
Senthamarai Kannan, K., and Manoj, K. "Clustering algorithm based outlier detection in data mining."
International Journal of Computer Application, vol. 6, no. 4, pp. 9–19, 2016.
Senthamarai Kannan, K., and Manoj, K. "Outlier detection in multivariate data."
Applied Mathematical Sciences, vol. 9, no. 45-48, pp. 2317–2324, 2015.
Senthamarai Kannan, K., Manoj, K., and Arumugam, S. "Labeling methods for identifying outliers."
International Journal of Statistics and Systems, vol. 10, no. 2, pp. 231–238, 2015.
Peter, A., Manoj, K., and Kumar, P. "Blockchain and machine learning approaches for credit card fraud detection."
In 2023 5th International Conference on Smart Systems and Inventive Technology (ICSSIT), 2023.
Manoj, K. "Robust outlier detection in multivariate samples."
National Conference on Stochastic Modeling and Its Applications, Manonmaniam Sundaranar University, 2017.
Manoj, K. "Principal component analysis for outlier detection in multidimensional scaling technique."
International Conference on Interdisciplinary Mathematics, Statistics and Computational Techniques, Manipal University Jaipur, 2016.
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