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The ML-Schema, proposed by the W3C Machine Learning Schema Community Group, is a top-level ontology that provides a set of classes, properties, and restrictions for representing and interchanging information on machine learning algorithms, datasets, and experiments.
Opentox predictive toxicology framework: toxicological ontology and semantic media wiki-based opentoxipedia
Olga Tcheremenskaia, Romualdo Benigni, Ivelina Nikolova, Nina Jeliazkova, Sylvia E Escher, Monika Batke, Thomas Baier, Vladimir Poroikov, Alexey Lagunin, Micha Rautenberg, and Barry Hardy · 2012
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Experiment databases - A new way to share, organize and learn from experiments
Joaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, and Geoffrey Holmes · 2012
Earlier work this paper cites.
Prov-o: The prov ontology
Timothy Lebo, Satya Sahoo, Deborah McGuinness, Khalid Belhajjame, James Cheney, David Corsar, Daniel Garijo, Stian Soiland-Reyes, Stephan Zednik, and Jun Zhao · 2013
Earlier work this paper cites.
Ontology of core data mining entities
Pance Panov, Larisa N. Soldatova, and Saso Dzeroski · 2014
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Openml: networked science in machine learning
Joaquin Vanschoren, Jan N Van Rijn, Bernd Bischl, and Luis Torgo · 2014
Cited alongside, same era.
Building Ontologies with Basic Formal Ontology
Robert Arp, Barry Smith, and Andrew D. Spear · 2015
Cited alongside, same era.
MEX vocabulary: a lightweight interchange format for machine learning experiments
Diego Esteves, Diego Moussallem, Ciro Baron Neto, Tommaso Soru, Ricardo Usbeck, Markus Ackermann, and Jens Lehmann · 2015
Cited alongside, same era.
The data mining optimization ontology
C. Maria Keet, Agnieszka Lawrynowicz, Claudia d’Amato, Alexandros Kalousis, Phong Nguyen, Raúl Palma, Robert Stevens, and Melanie Hilario · 2015
Cited alongside, same era.
The ontology for biomedical investigations
Anita Bandrowski, Ryan Brinkman, Mathias Brochhausen, Matthew H. Brush, Bill Bug, Marcus C. Chibucos, Kevin Clancy, Mélanie Courtot, Dirk Derom, Michel Dumontier, Liju Fan, Jennifer Fostel, Gilberto Fragoso, Frank Gibson, Alejandra Gonzalez-Beltran, Melissa A. Haendel, Yongqun He, Mervi Heiskanen, Tina Hernandez-Boussard, Mark Jensen, Yu Lin, Allyson L. Lister, Phillip Lord, James Malone, Elisabetta Manduchi, Monnie McGee, Norman Morrison, James A. Overton, Helen Parkinson, Bjoern Peters, Philippe Rocca-Serra, Alan Ruttenberg, Susanna-Assunta Sansone, Richard H. Scheuermann, Daniel Schober, Barry Smith, Larisa N. Soldatova, Christian J. Stoeckert, Jr., Chris F. Taylor, Carlo Torniai, Jessica A. Turner, Randi Vita, Patricia L. Whetzel, and Jie Zheng · 2016
Later among the works it cites.
Ml schema core specification
Diego Esteves, Agnieszka Lawrynowicz, Pance Panov, Larisa N. Soldatova, Tommaso Soru, and Joaquin Vanschoren · 2016
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Wasota: What are the states of the art?
Ciro Baron Neto, Diego Esteves, Tommaso Soru, Diego Moussallem, Andre Valdestilhas, and Edgard Marx · 2016
Later among the works it cites.
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