🤖 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 Review of Self-regulated Learning: Six Models and Four Directions for Research
Frontiers in Psychology
Random Walks for Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees: Bagging, Boosting, and Randomization
Machine Learning
An advocacy coalition framework of policy change and the role of policy-oriented learning therein
Policy Sciences
Robust deep learning–based protein sequence design using ProteinMPNN
Science
Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes
JAMA
Adaptive representation of dynamics during learning of a motor task
The Journal of Neuroscience
ADASYN: Adaptive synthetic sampling approach for imbalanced learning
2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)
Computational Optimal Transport with Applications to Data Sciences
Foundations and Trends® in Machine Learning
Learning from imbalanced data: open challenges and future directions
Progress in Artificial Intelligence
A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions
IEEE Transactions on Pattern Analysis and Machine Intelligence
The recognition of human movement using temporal templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Direct least square fitting of ellipses
IEEE Transactions on Pattern Analysis and Machine Intelligence
VoxelMorph: A Learning Framework for Deformable Medical Image Registration
IEEE Transactions on Medical Imaging
A Deep Learning Approach to Antibiotic Discovery
Cell