Ali, Ibrahim, Khaled Wassif, and Hanaa Bayomi. 2024.
“Dimensionality Reduction for Images of IoT Using Machine Learning.” Scientific Reports 14: 7205.
https://doi.org/10.1038/s41598-024-57385-4.
Altman, Naomi, and Martin Krzywinski. 2018.
“The Curse(s) of Dimensionality.” Nature Methods 15 (6): 397–400.
https://doi.org/10.1038/s41592-018-0019-x.
Amin, R. W., E. M. Yacko, and R. P. Guttmann. 2018. “Geographic Clusters of Alzheimer’s Disease Mortality Rates in the USA: 2008-2012.” Journal of Prevention of Alzheimer’s Disease (JPAD) 3.
Bharadiya, Jasmin Praful. 2023.
“A Tutorial on Principal Component Analysis for Dimensionality Reduction in Machine Learning.” International Journal of Innovative Research in Science Engineering and Technology 8 (5): 2028–32.
https://doi.org/10.5281/zenodo.8002436.
“Compression of Spectral Data Using Box-Cox Transformation.” 2014.
Color Research & Application 39 (2).
https://doi.org/10.1002/col.21771.
Goel, Akash, Amit Kumar Goel, and Adesh Kumar. 2023.
“The Role of Artificial Neural Network and Machine Learning in Utilizing Spatial Information.” Spatial Information Research 31: 275–85.
https://doi.org/10.1007/s41324-022-00494-x.
Harvey, A., and P. Collier. 1977. “Testing for Functional Misspecification in Regression Analysis.” Journal of Econometrics 6: 103–19.
Johnson, Richard, and Dean Wichern. 2023. Applied Multivariate Statistical Analysis. Pearson.
Joshi, Ketaki, and Bhushan Patil. 2020.
“Prediction of Surface Roughness by Machine Vision Using Principal Components Based Regression Analysis.” Procedia Computer Science 167: 382–91.
https://doi.org/10.1016/j.procs.2020.03.242.
Li, Jun, Saurabh Prasad, James E Fowler, and Lori M Bruce. 2012. “PCA-Based Feature Reduction for Hyperspectral Remote Sensing Image Classification.” IEEE Transactions on Geoscience and Remote Sensing 50 (1): 370–83.
Maureen, Nwakuya Tobechukwu, Biu Emmanuel Oyinebifun, and Ekwe Christopher. 2022.
“Investigating Instability of Regression Parameters and Structural Breaks in Nigerian Economic Data from 1984 to 2019.” International Journal of Mathematics Trends and Technology 68 (12): 67–73.
https://doi.org/10.14445/22315373/IJMTT-V68I12P509.
Rahayu, S., T. Sugiarto, L. Madu, Holiawati, and A. Subagyo. 2017.
“Application of Principal Component Analysis (PCA) to Reduce Multicollinearity Exchange Rate Currency of Some Countries in Asia Period 2004-2014.” International Journal of Educational Methodology 3 (2): 75–83.
https://doi.org/10.12973/ijem.3.2.75.
Tejada-Vera, Betzaida. 2013. “Mortality from Alzheimer’s Disease in the United States: Data for 2000 and 2010.” NCHS Data Brief, no. 116: 1–8.