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Machine Learning and Data Classification

TopicLeading institutions, researchers & key papers

Machine Learning and Data Classification is a topic indexed in ScholarIQ from OpenAlex.

What is known about Machine Learning and Data Classification?

ScholarIQrecord summary

This cluster of papers focuses on the challenges and techniques for learning with noisy labels in machine learning, including methods for hyperparameter optimization, instance selection, robust learning, and automated machine learning. It also explores the use of meta-learning and deep neural networks in handling noisy label problems, particularly in the context of classification tasks and learning from positive and unlabeled data.

How many works does Machine Learning and Data Classification have?

ScholarIQindexed works

Machine Learning and Data Classification has 41,719 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

How many citations does Machine Learning and Data Classification have?

ScholarIQcitation count

Machine Learning and Data Classification has 707,385 citations in the OpenAlex counts ScholarIQ stores.

What is the OpenAlex record for Machine Learning and Data Classification?

ScholarIQopenalex

The OpenAlex for Machine Learning and Data Classification is on the source record.

Who are the most-cited researchers behind Machine Learning and Data Classification?

ScholarIQtop researchers by citations
1
Yoshua Bengio · Neural Networks and Applications
1,290 works476,190 citations
2
Geoffrey E. Hinton · Neural Networks and Applications
385 works451,920 citations
3
Robert Tibshirani · Statistical Methods and Inference
1,037 works392,382 citations
4
Steven L. Salzberg · Genomics and Phylogenetic Studies
599 works374,640 citations
5
Ross Girshick · Advanced Neural Network Applications
175 works355,032 citations

Where is Machine Learning and Data Classification research published, and who funds it?

ScholarIQvenues & funding sources

TOP JOURNALS

No journal data available yet.

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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