Data mining methods and applications - Tsui, Chen, et al. - 2005 () Citation Context ...n, and it is generally capable of modeling nonlinear responses. However, ANNs are computationally intensive and involve an overly large set of coefficients, which also makes interpretation difficult (=-=...
Discover what data mining is, how it works, and its benefits. Learn about data mining techniques and real-world applications in retail, healthcare, manufacturing, and more.
副标题:Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning 出版年:2016-9-26 页数:320 定价:USD 100.32 装帧:Hardcover ISBN:9781118998236 豆瓣评分 目前无人评价 写笔记 写书评 ...
Introduces data mining methods and applications.Covers classical and Bayesian multivariate statistical methodology as well as machine learning and computational data mining methods.Includes many recent developments such as association and sequence rules, graphical Markov models, lifetime value modelling, credit...
Ensemble methodscombine multiple models to improve prediction accuracy and generalization. Techniques like Random Forests and Gradient Boosting utilize a combination of weak learners to create a stronger, more accurate model. 10. Text Mining Text miningtechniques are applied to extract valuable insights an...
Finally, brief summaries for regression and classification methods are presented. This article will provide a guideline for data mining in the future development of HSI in the food field. 展开 关键词: data mining denoising evaluation feature selection food hyperspectral imaging model establishment ...
Data mining is a process of uncovering patterns and finding anomalies and relationships in large datasets that can be used to make predictions about future trends.
International Journal of Data Mining Techniques and Applications has been indexed and abstracted in CrossRef Academia.edu Google Scholar Global Impact Factor Cosmos Impact Factor Scribd SlideShare Research Bible CiteULike Scientific Journal Impact Factor Issuu International Institute of Organized Research Intern...
Encouraging the application of data mining techniques and methods to solve real-world problems and to improve the efficiency and effectiveness of various industries. Focusing on the latest developments and applications in the field of data mining, with an international perspective....