Книга: Nisarg Shah «Data Mining Concept Animation Library»
|
Производитель: "LAP Lambert Academic Publishing" Data mining is the automated extraction of hidden predictive information from large data sets. To study new algorithms or compare different algorithms, we need a better perspective on a collection of data mining algorithms rather than just their formal definitions. In this research work, I start to create a collection of graphical and interactive implementation of data mining algorithms, called Data Mining Concept Animation Library. Potential users for this library can be future students and instructor of a data mining class. The various types of data mining algorithms that I intend to include in the library are: classification algorithms, regression algorithms, clustering/segmentation algorithms, association algorithms, and sequence analysis algorithms. In this book, I present my work on graphical and interactive implementation of two association algorithms: Apriori algorithm and Frequent Pattern (FP) Growth algorithm. My experience has proved that building the library is not only... ISBN:9783844312911 Издательство: "LAP Lambert Academic Publishing" (2011)
ISBN: 9783844312911 |
См. также в других словарях:
Visualization (computer graphics) — See also Visualization and Information graphics Visualization is any technique for creating images, diagrams, or animations to communicate a message. Visualization through visual imagery has been an effective way to communicate both abstract and… … Wikipedia
Computer science — or computing science (abbreviated CS) is the study of the theoretical foundations of information and computation and of practical techniques for their implementation and application in computer systems. Computer scientists invent algorithmic… … Wikipedia
k-means clustering — In statistics and data mining, k means clustering is a method of cluster analysis which aims to partition n observations into k clusters in which each observation belongs to the cluster with the nearest mean. This results into a partitioning of… … Wikipedia
New media — is a broad term in media studies that emerged in the latter part of the 20th century. For example, new media holds out a possibility of on demand access to content any time, anywhere, on any digital device, as well as interactive user feedback,… … Wikipedia
Information visualization — the interdisciplinary study of the visual representation of large scale collections of non numerical information, such as files and lines of code in software systems [S.G. Eick (1994). Graphically displaying text . In: Journal of Computational… … Wikipedia
Lisp (programming language) — Infobox programming language name = Lisp paradigm = multi paradigm: functional, procedural, reflective generation = 3GL year = 1958 designer = John McCarthy developer = Steve Russell, Timothy P. Hart, and Mike Levin latest release version =… … Wikipedia
