🤖 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

ChatGPT for good? On opportunities and challenges of large language models for education

Enkelejda Kasneci, Kathrin Sessler et al. (2023)

Learning and Individual Differences

6.5K citesjournal articlePDF

Levels of processing: A framework for memory research

Fergus I.M. Craik, Robert S. Lockhart (1972)

Journal of Verbal Learning and Verbal Behavior

6.2K citesjournal articlePDF

Ant colony system: a cooperative learning approach to the traveling salesman problem

M. Dorigo, L.M. Gambardella (1997)

IEEE Transactions on Evolutionary Computation

6.2K citesjournal articlePDF

The Impact of Enhancing Students’ Social and Emotional Learning: A Meta-Analysis of School-Based Universal Interventions

Joseph A Durlak, Roger P Weissberg et al. (2011)

Child Development

6.1K citesjournal articlePDF

Reinforcement Learning: A Survey

L. P. Kaelbling, M. L. Littman et al. (1996)

Journal of Artificial Intelligence Research

6.1K citesjournal articlePDF

Developments of a water-maze procedure for studying spatial learning in the rat

Richard Morris (1984)

Journal of Neuroscience Methods

6.1K citesjournal articlePDF

Learning Deep Architectures for AI

Y. Bengio (2009)

Foundations and Trends® in Machine Learning

6.1K citesjournal articlePDF

The use of the area under the ROC curve in the evaluation of machine learning algorithms

Andrew P. Bradley (1997)

Pattern Recognition

6.0K citesjournal articlePDF

Dictionary learning for integrative, multimodal and scalable single-cell analysis

Yuhan Hao, Tim Stuart et al. (2023)

Nature Biotechnology

6.0K citesjournal articlePDF

A Comprehensive Survey on Transfer Learning

Fuzhen Zhuang, Zhiyuan Qi et al. (2021)

Proceedings of the IEEE

5.9K citesjournal articlePDF

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal et al. (2020)

IEEE Transactions on Pattern Analysis and Machine Intelligence

5.9K citesjournal articlePDF

The Economic Implications of Learning by Doing

Kenneth J. Arrow (1962)

The Review of Economic Studies

5.8K citesjournal articlePDF

Bagging Predictors

Leo Breiman (1996)

Machine Learning

5.8K citesjournal articlePDF

Federated Machine Learning

Qiang Yang, Yang Liu et al. (2019)

ACM Transactions on Intelligent Systems and Technology

5.7K citesjournal articlePDF

An experiment in linguistic synthesis with a fuzzy logic controller

E.H. Mamdani, S. Assilian (1975)

International Journal of Man-Machine Studies

5.7K citesjournal articlePDF