🤖 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
A Comprehensive Survey on Graph Neural Networks
IEEE Transactions on Neural Networks and Learning Systems
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
From local explanations to global understanding with explainable AI for trees
Nature Machine Intelligence
Psychological Safety and Learning Behavior in Work Teams
Administrative Science Quarterly
A new optimizer using particle swarm theory
MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science
Scale-space and edge detection using anisotropic diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Nature Machine Intelligence
A model of saliency-based visual attention for rapid scene analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Reinforcement Learning: An Introduction
IEEE Transactions on Neural Networks
Induction of decision trees
Machine Learning
An Introduction to Statistical Learning
Springer Texts in Statistics
Mean shift: a robust approach toward feature space analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Elements of Statistical Learning
Springer Series in Statistics
Eigenfaces vs. Fisherfaces: recognition using class specific linear projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Super-Resolution Using Deep Convolutional Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence