Beware of Boxes
نویسندگان
چکیده
منابع مشابه
Beware of Machine Learning-Based Scoring Functions - On the Danger of Developing Black Boxes
Training machine learning algorithms with protein-ligand descriptors has recently gained considerable attention to predict binding constants from atomic coordinates. Starting from a series of recent reports stating the advantages of this approach over empirical scoring functions, we could indeed reproduce the claimed superiority of Random Forest and Support Vector Machine-based scoring function...
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© 2017 The Author(s). Published by Taylor & Francis on behalf of the Nordic Orthopedic Federation. This is an Open Access article distributed under the terms of the Creative Commons Attribution-Non-Commercial License (https://creativecommons.org/licenses/by-nc/3.0) DOI 10.1080/17453674.2017.1387731 The Open Access system is abused by an explosively increasing number of so-called predatory journ...
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Numeric abstract domains are widely used in program analyses. The simplest numeric domains over-approximate disjunction by an imprecise join, typically yielding path-insensitive analyses. This problem is addressed by domain refinements, such as finite powersets, which provide exact disjunction. However, developing correct and efficient disjunctive refinement is challenging. First, there must be...
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in both anterior choroidal artery territories that were compatible with acute ischemic stroke. On perfusion-weighted imaging, cerebral blood flow and volume were slightly increased ( fig. 1 a). There was no abnormality on the FLAIR images, nor was there any arterial occlusion visible on intracranial three-dimensional time-offlight MRI. However, glycemia was low at 2.06 mmol/l. The hypoglycemia ...
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As the safety and efficacy of IUDs are being appreciated by more clinicians and by more women, the demand for these devices has grown. Unfortunately, the prices of these devices have also increased over the last few years. The cost of the IUD, when amortized over the average time of utilization, is very low, but that does little to buffer women from the initial sticker shock. In times of econom...
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ژورنال
عنوان ژورنال: Hospital Pediatrics
سال: 2019
ISSN: 2154-1663,2154-1671
DOI: 10.1542/hpeds.2019-0100