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1. Knowledge-Driven Medicine

   A Machine Learning Approach

   Edited by R. Bharat Rao, Glenn Fung, Romer Rosales

   Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

   Focusing on several recent, novel machine learning automatic algorithms, this reference provides the first source on the use of machine learning methods in designing computer-aided diagnosis (CAD) systems. It proposes a framework for CAD problems, presents the technical issues involved when...

   To Be Published April 14th 2013 by CRC Press
2. Cost-Sensitive Machine Learning

   Edited by Balaji Krishnapuram, Shipeng Yu, R. Bharat Rao

   Series: Chapman & Hall/CRC Machine Learning & Pattern Recognition

   In machine learning applications, practitioners must take into account the cost associated with the algorithm. These costs include: Cost of acquiring training data Cost of data annotation/labeling and cleaning Computational cost for model fitting, validation, and testing Cost of collecting...

   Published December 18th 2011 by CRC Press