Interactive machine learning for health informatics: when do we need the human-in-the-loop?
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Publisher
Springer Science and Business Media LLC
Link
http://link.springer.com/content/pdf/10.1007/s40708-016-0042-6.pdf
Reference98 articles.
1. Samuel AL (1959) Some studies in machine learning using the game of checkers. IBM J Res Dev 3(3):210–229
2. Jordan MI, Mitchell TM (2015) Machine learning: trends, perspectives, and prospects. Science 349(6245):255–260
3. LeCun Y, Bengio Y, Hinton G (2015) Deep learning. Nature 521(7553):436–444
4. Bayes T (1763) An essay towards solving a problem in the doctrine of chances (posthumous communicated by Richard Price). Philos Trans 53:370–418
5. Barnard GA, Bayes T (1958) Studies in the history of probability and statistics: IX. Thomas Bayes’s essay towards solving a problem in the doctrine of chances. Biometrika 45(3/4):293–315
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