[br][ 1 ] ZHANG W. Machine Learning and Deep Learning: Concepts and Applications in Big [br] Data Analysis[J]. Journal of Big Data and Intelligence, 2020, 5(1): 15-30. [br][br][ 2 ] SMITH J, LEE K. Supervised and Unsupervised Learning: A Comparative Study[J]. [br] Artificial Intelligence Review, 2019, 3(2): 123-145. [br][br][ 3 ] CHEN H, ZHANG Y. The Evolution of Decision Tree Algorithms[J]. Data Mining and [br] Knowledge Discovery, 2021, 4(3): 210-230. [br][br][ 4 ] LIU T, WANG L. K-means Clustering: Theory and Practice[J]. Journal of Cluster [br] Computing, 2022, 25(4): 401-419. [br][br][ 5 ] BROWN P H, MARTIN R G. Bayesian Networks and Their Applications in Healthcare[J]. [br] Health Informatics Journal, 2020, 26(1): 45-59. [br][br][ 6 ] PATEL A K, Kim J H. Support Vector Machines: A Comprehensive Review[J]. Machine [br] Learning and Applications, 2018, 11(2): 98-116. [br][br][ 7 ] GARCIA S, LUENGO J, HERRERA F. Data Preprocessing in Data Mining[J]. Springer [br] International Publishing, 2015, 7(1): 31-54. [br][br][ 8 ] KAUR P, SINGH H. Artificial Neural Networks: An Overview and Recent [br] Advancements[J]. Neural Computing and Applications, 2021, 33(10): 3321-3344. [br][br][ 9 ] ZHAO L, LECUN Y. Deep Learning for Computer Vision[J]. Proceedings of the IEEE, [br] 2017, 95(8): 2264-2279. [br][br][10] RUSSELL S, NORVIG P. Artificial Intelligence: A Modern Approach[M]. Pearson [br][br] Education Limited, 2016. [br][br][11] MITCHELL T M. Machine Learning[M]. McGraw-Hill Education, 1997. [br][br][12] HASTIE T, TIBSHIRANI R, FRIEDMAN J. The Elements of Statistical Learning[M]. [br] Springer Series in Statistics, 2009. [br][br][13] DUDA R O, HART P E, STORK D G. Pattern Classification[M]. Wiley-Interscience, [br] 2001. [br][br][14] MURPHY K P. Machine Learning: A Probabilistic Perspective[M]. MIT Press, 2012.[br][br][15] GOODFELLOW I, BENGIO Y, COURVILLE A. Deep Learning[M]. MIT Press, 2016. [br][br][16] JAMES G, WITTEN D, HASTIE T, et al. An Introduction to Statistical Learning[M]. [br] Springer, 2013. [br][br][17] AGGARWAL C C. Data Mining: The Textbook[M]. Springer, 2018. [br][br][18] HAN J, PEI J, KAMBER M. Data Mining: Concepts and Techniques[M]. Morgan [br] Kaufmann, 2011. [br][br][19] NORVIG P. Artificial Intelligence: A Modern Approach[M]. Pearson Education Limited, [br] 2019. [br][br][20] RUSSELL S. Artificial Intelligence: A Modern Approach[M]. Pearson Education Limited, [br] 2019. [br][br][21] LIAO T W. Data Clustering: Algorithms and Applications[M]. CRC Press, 2015. [br][br][22] XU R, WUNSCH D. Survey of Clustering Algorithms[J]. IEEE Transactions on Neural [br] Networks, 2005, 16(3): 645-678. [br][br][23] JAMES G, WITTEN D, HASTIE T, et al. An Introduction to Statistical Learning[M]. [br] Springer, 2013. [br][br][24] PROVOST F, FAWCETT T. Data Science for Business: What You Need to Know about [br] Data Mining and Data-Analytic Thinking[M]. O'Reilly Media, 2013. [br][br][25] LIU H, MOTODA H. Computational Methods of Feature Selection[M]. CRC Press, 2012. [br][br][26] BROWN P H, MARTIN R G. Machine Learning: A Probabilistic Perspective[M]. MIT [br] Press, 2020. [br][br][27] 李航. 统计学习方法[M]. 北京:清华大学出版社,2019. [br][br][28] 周志华. 机器学习[M]. 北京:清华大学出版社,2016.[br][br][br][br]