A Review on Temporal Data Mining
Rashi Jaiswal, Brijendra Singh · Arya Bhatta Journal of Mathematics and Informatics · 2023
Temporal data mining is much more complex because additional challenges such as data handling, modelling, etc. exist during the computation process of temporal data. This paper categorizes Temporal Data Mining into three leveled structures as data, model, and system. We explore the temporal data properties at data level and various traditional and advanced models at the model level. We examine them by experiments to analyze the appropriate method for different problem handling. It also discusses the real-world applications of temporal data mining at the system level in different domains. This review also provides the vision of the future research direction related to data, model, and system-level by shedding some light on challenges in the complete data mining process.