Principles and Theory for Data Mining and Machine Learning

摘要

Given the advances in computational sciences and experimental high throughput technologies, high dimensional and unstructured data are generated in many fields. To deal with this situation, effective data mining (exploration, simplification,...) and machine learning (analysis, inference,...) methods are needed.