🤖 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

Pedestrian Detection: An Evaluation of the State of the Art

P. Dollar, C. Wojek et al. (2012)

IEEE Transactions on Pattern Analysis and Machine Intelligence

2.7K citesjournal articlePDF

Transformative Learning: Theory to Practice

Jack Mezirow (1997)

New Directions for Adult and Continuing Education

2.7K citesjournal articlePDF

Theoretical and Empirical Analysis of ReliefF and RReliefF

Marko Robnik-Šikonja, Igor Kononenko (2003)

Machine Learning

2.7K citesjournal articlePDF

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

Gabriele Campanella, Matthew G. Hanna et al. (2019)

Nature Medicine

2.7K citesjournal articlePDF

Sparse Subspace Clustering: Algorithm, Theory, and Applications

E. Elhamifar, R. Vidal (2013)

IEEE Transactions on Pattern Analysis and Machine Intelligence

2.7K citesjournal articlePDF

Scalable and accurate deep learning with electronic health records

Alvin Rajkomar, Eyal Oren et al. (2018)

npj Digital Medicine

2.7K citesjournal articlePDF

The Limitations of Deep Learning in Adversarial Settings

Nicolas Papernot, Patrick McDaniel et al. (2016)

2016 IEEE European Symposium on Security and Privacy (EuroS&P)

2.6K citesproceedings articlePDF

From transactional to transformational leadership: Learning to share the vision

Bernard M. Bass (1990)

Organizational Dynamics

2.6K citesjournal articlePDF

A few useful things to know about machine learning

Pedro Domingos (2012)

Communications of the ACM

2.6K citesjournal articlePDF

The Role of Goal Orientation in Self-Regulated Learning

Paul R. Pintrich (2000)

Handbook of Self-Regulation

2.6K citesbook chapter

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction

Shuicheng Yan, Dong Xu et al. (2007)

IEEE Transactions on Pattern Analysis and Machine Intelligence

2.6K citesjournal articlePDF

An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition

Baoguang Shi, Xiang Bai et al. (2017)

IEEE Transactions on Pattern Analysis and Machine Intelligence

2.6K citesjournal articlePDF

Incremental Learning for Robust Visual Tracking

David A. Ross, Jongwoo Lim et al. (2007)

International Journal of Computer Vision

2.6K citesjournal articlePDF

Genetic Algorithms and Machine Learning

David E. Goldberg, John H. Holland (1988)

Machine Learning

2.6K citesjournal articlePDF

Active Learning

Burr Settles (2012)

Synthesis Lectures on Artificial Intelligence and Machine Learning

2.6K citesbookPDF