Interactive Knowledge Discovery and Data Mining in Biomedical Informatics PDF
By:Andreas Holzinger,Igor Jurisica
Published on 2014-06-17 by Springer
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.
This Book was ranked at 32 by Google Books for keyword athena medical computer system.
Book ID of Interactive Knowledge Discovery and Data Mining in Biomedical Informatics's Books is -9wlBAAAQBAJ, Book which was written byAndreas Holzinger,Igor Jurisicahave ETAG "NnIeChsAoF4"
Book which was published by Springer since 2014-06-17 have ISBNs, ISBN 13 Code is 9783662439685 and ISBN 10 Code is 3662439689
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