🤖 Machine Learning Papers
Scholarly works matching "machine learning" in Crossref, sorted by the number of times other DOI-registered works cite them. Citation counts come from Crossref and are usually lower than Google Scholar figures.
500 top-cited papers indexed
node2vec
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine learning: Trends, perspectives, and prospects
Science
Cognitive Load During Problem Solving: Effects on Learning
Cognitive Science
Learning from Imbalanced Data
IEEE Transactions on Knowledge and Data Engineering
Learning Deep Features for Discriminative Localization
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
SLIC Superpixels Compared to State-of-the-Art Superpixel Methods
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gene Selection for Cancer Classification using Support Vector Machines
Machine Learning
Physics-informed machine learning
Nature Reviews Physics
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
Proceedings of the AAAI Conference on Artificial Intelligence
Least Squares Support Vector Machine Classifiers
Neural Processing Letters
Extremely randomized trees
Machine Learning
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
IEEE Transactions on Image Processing
Robust Face Recognition via Sparse Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Detection with Discriminatively Trained Part-Based Models
IEEE Transactions on Pattern Analysis and Machine Intelligence