Visual Data Mining and Machine Learning

Information visualization and visual data mining leverage the human visual system to provide insight and understanding of unorganized data. In order to scale to massive sets of high dimensional data, simplification methods are needed, so as to select important dimensions and objects. Some machine learning algorithms try to solve those problems. We give in this paper an overview of information visualization and survey the links between this field and machine learning.

• Type: Conference
• Year: 2006
• Where: ESANN
• Authors: Fabrice Rossi
• Keywords: Data Mining Leverage, ESANN 2006, ESANN 2007, Information Visualization, Machine Learning