Knowledge discovery data mining machine learning causal discovery predition big data We have entered an era of big data. The exponential growth in the amount and complexity of data from the internet, mobile phones, wearable devices, computers, and recording equipment have provided new opportunities ...
The first part (Chapters 1 to 4) is devoted to the basic data mining concepts and issues, and the second part (Chapters 5 to 12) describes a wide range of data mining methods and algorithms. The first chapter of the book begins with an overview of primary data mining tasks such as ...
Data mining solutions:Methods and tools for solving real-world problems. Westphal Christopher R,Blaxton Teresa. . 1998Westphal Christopher R,Blaxton Teresa.Data mining solutions:Methods and tools for solving real-world problems. . 1998Westphal Christopher R,Blaxton Teresa.Data mining solutions:Methods ...
Unearthing hidden treasures, unlocking valuable insights, and paving the way for informed decision-making – this is the power of data mining. In today's digital age, where information is abundant and overwhelming, businesses need a tool to extract meaningful patterns and knowledge from vast dataset...
Molecular biological data has rapidly increased with the recent progress of the Omics fields, e.g., genomics, transcriptomics, proteomics and metabolomics that necessitates the development of databases and methods for efficient storage, retrieval, integration and analysis of massive data. The present st...
This book focuses in particular on data mining techniques used for conducting marketing research. Written by a wide range of contributors from academia and industry, this text provides detailed descriptions of applications in numerous areas, such as finance, engineering, healthcare, economics, science,...
The resulting N-PLS-DA model reveals that the effects of some pharmacological activities are specific for certain efficacy and the other activities are diverse toward many efficacies. Mathematical modeling introduced in the present study can be utilized in global analysis of big data targeting to ...
Data Mining: Methods for Knowledge Discovery, by Krzystof Cios, Witold Pedrycz, and Roman Swiniarski, Kluwer Academic Publishers, Boston/Dordrecht/London, 1998, p. 495. NL 275, US$ 120, GB 81.75 来自 Semantic Scholar 喜欢 0 阅读量: 49 ...
If your data mining solution uses data from an Online Analytical Processing (OLAP) cube, the data mining algorithm automatically computes the number of buckets to generate by using the following equation, where n is the number of distinct values of data in the column: ...