Adam: A Method for Stochastic Optimization
2014· preprint· en· UvA-DARE (University of Amsterdam)· Computer Science
aff
84 783
citations
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ImageNet classification with deep convolutional neural networks
2017· article· en· Communications of the ACM· Computer Science
aff
75 709
citations
Scikit-learn: Machine Learning in Python
2012· preprint· en· arXiv (Cornell University)· Computer Science
aff
63 737
citations
Dropout: a simple way to prevent neural networks from overfitting
2014· article· en· Computer Science
aff
34 279
citations
13 622
citations
Representation Learning: A Review and New Perspectives
2013· review· en· IEEE Transactions on Pattern Analysis and Machine Intelligence· Computer Science
aff
13 002
citations
Understanding the difficulty of training deep feedforward neural networks
2010· article· en· Computer Science
aff
12 692
citations
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
2012· article· en· IEEE Signal Processing Magazine· Computer Science
aff
10 313
citations
Novel methods improve prediction of species’ distributions from occurrence data
2006· article· en· Ecography· Environmental Science
aff
9 099
citations
8 960
citations
7 937
citations
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
2015· article· en· arXiv (Cornell University)· Computer Science
aff
7 525
citations
Extracting and composing robust features with denoising autoencoders
2008· article· en· Computer Science
aff
7 343
citations
Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls
2009· article· en· BMJ· Mathematics
aff
7 164
citations
Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation
2008· article· en· Ecography· Environmental Science
fundno aff
6 813
citations
6 569
citations
A systematic analysis of performance measures for classification tasks
2009· article· en· Information Processing & Management· Computer Science
afffundsans résumé
6 477
citations
A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study
2003· article· en· Information Systems Research· Decision Sciences
aff
6 447
citations
Principles and practice of structural equation modeling, 2nd ed.
2005· article· en· Computer Science
affsans résumé
6 116
citations
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
2020· article· en· BMC Genomics· Computer Science
afffund
5 819
citations
Intriguing properties of neural networks
2013· preprint· en· arXiv (Cornell University)· Computer Science
aff
5 745
citations
Accurate prediction of protein structures and interactions using a three-track neural network
2021· article· en· Science· Biochemistry, Genetics and Molecular Biology
afffund
5 701
citations
FAST‐TRACK: Integrating QTL mapping and genome scans towards the characterization of candidate loci under parallel selection in the lake whitefish (Coregonus clupeaformis)
2004· article· en· Molecular Ecology· Biochemistry, Genetics and Molecular Biology
afffund
5 078
citations
4 978
citations
DoubletFinder: Doublet Detection in Single-Cell RNA Sequencing Data Using Artificial Nearest Neighbors
2019· article· en· Cell Systems· Biochemistry, Genetics and Molecular Biology
fundno affsans résumé
4 592
citations