๐Ÿค– 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 standardized set of 260 pictures: Norms for name agreement, image agreement, familiarity, and visual complexity.

Joan G. Snodgrass, Mary Vanderwart (1980)

Journal of Experimental Psychology: Human Learning and Memory

3.1K citesjournal articlePDF

On hyperparameter optimization of machine learning algorithms: Theory and practice

Li Yang, Abdallah Shami (2020)

Neurocomputing

3.1K citesjournal articlePDF

Deep learning models for plant disease detection and diagnosis

Konstantinos P. Ferentinos (2018)

Computers and Electronics in Agriculture

3.0K citesjournal articlePDF

Wide & Deep Learning for Recommender Systems

Heng-Tze Cheng, Levent Koc et al. (2016)

Proceedings of the 1st Workshop on Deep Learning for Recommender Systems

3.0K citesproceedings articlePDF

A unified architecture for natural language processing

Ronan Collobert, Jason Weston (2008)

Proceedings of the 25th international conference on Machine learning - ICML '08

3.0K citesproceedings articlePDF

Mean shift, mode seeking, and clustering

Yizong Cheng (1995)

IEEE Transactions on Pattern Analysis and Machine Intelligence

3.0K citesjournal articlePDF

Some Studies in Machine Learning Using the Game of Checkers

A. L. Samuel (1959)

IBM Journal of Research and Development

3.0K citesjournal articlePDF

Bettering operation of Robots by learning

Suguru Arimoto, Sadao Kawamura et al. (1984)

Journal of Robotic Systems

3.0K citesjournal articlePDF

Support Vector Data Description

David M.J. Tax, Robert P.W. Duin (2004)

Machine Learning

3.0K citesjournal articlePDF

Machine Learning in Agriculture: A Review

Konstantinos Liakos, Patrizia Busato et al. (2018)

Sensors

3.0K citesjournal articlePDF

Deep learning for time series classification: a review

Hassan Ismail Fawaz, Germain Forestier et al. (2019)

Data Mining and Knowledge Discovery

3.0K citesjournal articlePDF

Applications of machine learning in drug discovery and development

Jessica Vamathevan, Dominic Clark et al. (2019)

Nature Reviews Drug Discovery

3.0K citesjournal articlePDF

Places: A 10 Million Image Database for Scene Recognition

Bolei Zhou, Agata Lapedriza et al. (2018)

IEEE Transactions on Pattern Analysis and Machine Intelligence

3.0K citesjournal articlePDF

Mask R-CNN

Kaiming He, Georgia Gkioxari et al. (2020)

IEEE Transactions on Pattern Analysis and Machine Intelligence

3.0K citesjournal articlePDF

Understanding Machine Learning

Shai Shalev-Shwartz, Shai Ben-David (2014)

3.0K citesmonograph