Interactive Machine Learning Publications

Publications in Interactive Machine Learning

Explore the most influential research papers and scholarly works that have shaped Interactive Machine Learning. Use the concept filter below to focus on a specific sub-area of research.

Interactive Machine Learning

1.3K

Publications

91.4K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Proceedings of the 24th international conference on Machine learning Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolAlgorithmic Learning	2007	11.7K
A few useful things to know about machine learning Pedro Domingos Communications of the ACM Artificial IntelligenceStatistical LearningEngineeringMachine LearningMachine Learning Tool	2012	3.1K
How the machine ‘thinks’: Understanding opacity in machine learning algorithms Jenna Burrell Big Data & Society Artificial IntelligenceEngineeringMachine LearningBusiness IntelligenceInformation Security	2016	2.2K
API design for machine learning software: experiences from the scikit-learn project Lars Buitinck, Gilles Louppe, Mathieu Blondel, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningElegant InterfaceApi Design	2013	1.8K
Accurately interpreting clickthrough data as implicit feedback Thorsten Joachims, Laura Granka, Bing Pan, EngineeringInteractive SearchClickthrough DataInteractive Machine LearningInformation Retrieval	2005	1.4K
Ilastik: Interactive learning and segmentation toolkit Christoph Sommer, Christoph Straehle, Ullrich Köthe, Image ClassificationInteractive Machine LearningMachine VisionImage AnalysisMachine Learning	2011	1.2K
Explaining machine learning classifiers through diverse counterfactual explanations Ramaravind Kommiya Mothilal, Amit Sharma, Chenhao Tan Artificial IntelligenceEngineeringMachine LearningMachine Learning ModelsMachine Learning Classifiers	2020	991
Power to the People: The Role of Humans in Interactive Machine Learning Saleema Amershi, Maya Çakmak, W. Bradley Knox, AI Magazine Artificial IntelligenceEngineeringMachine LearningInteraction ModelIntelligent Systems	2014	948
Interactive machine learning for health informatics: when do we need the human-in-the-loop? Andreas Holzinger Brain Informatics Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolReinforcement Learning (Educational Psychology)	2016	835
Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems Laura von Rueden, Sebastian Mayer, Katharina Beckh, IEEE Transactions on Knowledge and Data Engineering Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolInteractive Machine Learning	2021	753
Interactive deduplication using active learning Sunita Sarawagi, Anuradha Bhamidipaty Artificial IntelligenceEngineeringMachine LearningData DeduplicationText Mining	2002	693
Human-in-the-loop machine learning: a state of the art Eduardo Mosqueira-Rey, Elena Hernández-Pereira, David Alonso-Ríos, Artificial Intelligence Review Artificial IntelligenceEngineeringMachine LearningMachine Learning AlgorithmsEducation	2022	691

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