Data Mining and Data Visualization: 0 (Handbook of by C.R. Rao

By C.R. Rao

Data Mining and information Visualization makes a speciality of facing large-scale info, a box in most cases known as facts mining. The e-book is split into 3 sections. the 1st bargains with an creation to statistical elements of information mining and desktop studying and contains purposes to textual content research, desktop intrusion detection, and hiding of knowledge in electronic records. the second one part makes a speciality of numerous statistical methodologies that experience confirmed to be potent in information mining functions. those contain clustering, type, multivariate density estimation, tree-based equipment, trend acceptance, outlier detection, genetic algorithms, and dimensionality aid. The 3rd part makes a speciality of information visualization and covers problems with visualization of high-dimensional facts, novel graphical thoughts with a spotlight on human components, interactive pics, and knowledge visualization utilizing digital fact. This publication represents an intensive move component of the world over well known thinkers who're inventing tools for facing a brand new info paradigm.

  • Distinguished individuals who're foreign specialists in elements of knowledge mining
  • Includes info mining methods to non-numerical information mining together with textual content information, web site visitors info, and geographic data
  • Highly topical discussions reflecting present pondering on modern technical matters, e.g. streaming data
  • Discusses taxonomy of dataset sizes, computational complexity, and scalability often missed in such a lot discussions
  • Thorough dialogue of information visualization concerns mixing statistical, human components, and computational insights

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