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Current opinion in structural biology, ISSN 0959-440X, 2019, Volume 55, pp. 17 - 24
Journal Article
Methods (San Diego, Calif.), ISSN 1046-2023, 07/2020
•Explores recent applications of artificial intelligence in virtual screening.•Analyzes machine learning based virtual screening methods utilized on... 
Deep learning | Molecular representations | Graph convolutional neural networks | GPCR ligands | Drug discovery | Machine learning
Journal Article
11/2018
The correct use of model evaluation, model selection, and algorithm selection techniques is vital in academic machine learning research as well as in many... 
Journal Article
Journal of open source software, ISSN 2475-9066, 2018, Volume 3, Issue 24, p. 638
Journal Article
Journal of open source software, ISSN 2475-9066, 06/2017, Volume 2, Issue 14, p. 279
Journal Article
Information (Basel), ISSN 2078-2489, 07/2020, Volume 11, Issue 7, p. 345
Humans are capable of learning new concepts from small numbers of examples. In contrast, supervised deep learning models usually lack the ability to extract... 
Deep learning | Datasets | Researchers | Propagation | Neural networks | Classification | Machine learning | Research | deep learning | graph neural networks | image classification | machine learning | meta-learning | few-shot learning
Journal Article
01/2020
In the last decade, machine learning and artificial intelligence applications have received a significant boost in performance and attention in both academic... 
Journal Article
11/2016
Sentiment prediction of contemporary music can have a wide-range of applications in modern society, for instance, selecting music for public institutions such... 
Journal Article
Journal Article
Information (Basel), ISSN 2078-2489, 04/2020, Volume 11, Issue 4, p. 193
Smarter applications are making better use of the insights gleaned from data, having an impact on every industry and research discipline. At the core of this... 
deep learning | data science | machine learning | GPU computing | neural networks | Python
Journal Article
Proteins, structure, function, and bioinformatics, ISSN 0887-3585, 12/2016, Volume 84, Issue 12, pp. 1888 - 1901
Journal Article
10/2014
This document provides a brief overview of different metrics and terminology that is used to measure the performance of binary classification systems. 
Computer Science - Learning
Journal Article
10/2014
Naive Bayes classifiers, a family of classifiers that are based on the popular Bayes' probability theorem, are known for creating simple yet well performing... 
Computer Science - Learning
Journal Article
IEEE access, ISSN 2169-3536, 2019, Volume 7, pp. 99735 - 99745
Privacy concerns in the modern digital age have prompted researchers to develop techniques that allow users to selectively suppress certain information in... 
Biometrics | Data privacy | SAN | Biological system modeling | gender | face image | Privacy | deep learning | Perturbation methods | Prototypes | adversarial | semi-adversarial networks | Face
Journal Article
Journal of computer-aided molecular design, ISSN 1573-4951, 2018, Volume 32, Issue 3, pp. 415 - 433
Journal Article
02/2020
Smarter applications are making better use of the insights gleaned from data, having an impact on every industry and research discipline. At the core of this... 
Journal Article
01/2020
Recent research has established the possibility of deducing soft-biometric attributes such as age, gender and race from an individual's face image with high... 
Journal Article
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