Download the fantastic book titled Interactive Knowledge Discovery and Data Mining in Biomedical Informatics written by Andreas Holzinger, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Interactive Knowledge Discovery and Data Mining in Biomedical Informatics", which was released on 17 June 2014. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Interactive Knowledge Discovery and Data Mining in Biomedical Informatics by Andreas Holzinger PDF
One of the grand challenges in our digital world are the large, complex and often weakly structured data sets, and massive amounts of unstructured information. This “big data” challenge is most evident in biomedical informatics: the trend towards precision medicine has resulted in an explosion in the amount of generated biomedical data sets. Despite the fact that human experts are very good at pattern recognition in dimensions of = 3; most of the data is high-dimensional, which makes manual analysis often impossible and neither the medical doctor nor the biomedical researcher can memorize all these facts. A synergistic combination of methodologies and approaches of two fields offer ideal conditions towards unraveling these problems: Human–Computer Interaction (HCI) and Knowledge Discovery/Data Mining (KDD), with the goal of supporting human capabilities with machine learning./ppThis state-of-the-art survey is an output of the HCI-KDD expert network and features 19 carefully selected and reviewed papers related to seven hot and promising research areas: Area 1: Data Integration, Data Pre-processing and Data Mapping; Area 2: Data Mining Algorithms; Area 3: Graph-based Data Mining; Area 4: Entropy-Based Data Mining; Area 5: Topological Data Mining; Area 6 Data Visualization and Area 7: Privacy, Data Protection, Safety and Security.
Detail About Interactive Knowledge Discovery and Data Mining in Biomedical Informatics PDF
- Author : Andreas Holzinger
- Publisher : Springer
- Genre : Computers
- Total Pages : 357 pages
- ISBN : 3662439689
- Release Date : 17 June 2014
- PDF File Size : 41,5 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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