Tag: interpretable

AI/ML

Paclitaxel Response Can Be Predicted With Interpretable Multi-Variate Classifiers Exploiting DNA-Methylation and miRNA Data.

Newsemia
Related Articles Paclitaxel Response Can Be Predicted With Interpretable Multi-Variate Classifiers Exploiting DNA-Methylation and miRNA Data. Front Genet. 2019;10:1041 Authors: Bomane A, Gonçalves A, Ballester...
AI/ML

Estimating PM2.5 concentration of the conterminous United States via interpretable convolutional neural networks.

Newsemia
Related Articles Estimating PM2.5 concentration of the conterminous United States via interpretable convolutional neural networks. Environ Pollut. 2019 Oct 23;:113395 Authors: Park Y, Kwon B,...
AI/ML

Building of Robust and Interpretable QSAR Classification Models by Means of the Rivality Index.

Newsemia
Related Articles Building of Robust and Interpretable QSAR Classification Models by Means of the Rivality Index. J Chem Inf Model. 2019 May 28;: Authors: Luque...
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Distinguishing distributions with interpretable features

Newsemia
Jitkrittum, W; Szabo, Z; Chwialkowski, K; Gretton, A; (2016) Distinguishing distributions with interpretable features. In: ICML 2016 Workshop on Data-Efficient Machine Learning. : New York,...
AI/ML

DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning.

Newsemia
Related Articles DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning. Sci Rep. 2019 Feb 12;9(1):1879 Authors: Shickel B, Loftus...
AI/ML

Detecting Depression Severity by Interpretable Representations of Motion Dynamics.

Newsemia
Related Articles Detecting Depression Severity by Interpretable Representations of Motion Dynamics. Proc Int Conf Autom Face Gesture Recognit. 2018 May;2018:739-745 Authors: Kacem A, Hammal Z,...
AI/ML

Amazon SageMaker supports kNN classification and regression

Newsemia
We’re excited to announce that starting today Amazon SageMaker supports a built-in k-Nearest-Neighbor (kNN) algorithm for solving classification and regression problems. kNN is a simple,...

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