Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Projects: cran: mlr3

https://packages.ecosyste.ms/registries/cran.r-project.org/packages/mlr3

Machine Learning in R - Next Generation
29 versions
Latest release: over 1 year ago
42 dependent packages
6,770 downloads last month

Papers Mentioning mlr3 8

10.1093/bioinformatics/btab039

mlr3proba: an R package for machine learning in survival analysis
Cited by: 38
Author(s): Raphael Sonabend, Franz J. Király, Andreas Bender, Bernd Bischl, Michel Lang
Software Mentions: 18
Published: almost 4 years ago

10.1038/s41598-021-95688-y

Identification of markers that distinguish adipose tissue and glucose and insulin metabolism using a multi-modal machine learning approach
Cited by: 6
Author(s): Josefin Henninger, Björn Eliasson, Ulf Smith, Aidin Rawshani
Software Mentions: 10
Published: over 3 years ago

10.1038/s41598-021-85639-y

African soil properties and nutrients mapped at 30 m spatial resolution using two-scale ensemble machine learning
Cited by: 79
Author(s): Tomislav Hengl, Matthew A. E. Miller, Josip Križan, Keith D. Shepherd, Andrew Sila, Milan Kilibarda, Ognjen Antonijević, Luka Glušica, A. Dobermann, Stephan M. Haefele, Steve P. McGrath, Gifty E. Acquah, Jamie Collinson, Leandro Parente, Mohammadreza Sheykhmousa, Kazuki Saito, Jean‐Martial Johnson, Jordan Chamberlin, Francis B. T. Silatsa, Martin Yemefack, John Wendt, R.A. MacMillan, Ichsani Wheeler, Jonathan H. Crouch
Software Mentions: 9
Published: over 3 years ago

10.1128/mSystems.00112-21

Metagenomic Analysis of Common Intestinal Diseases Reveals Relationships among Microbial Signatures and Powers Multidisease Diagnostic Models
Cited by: 10
Author(s): Puzi Jiang, Sicheng Wu, Qibin Luo, Xing‐Ming Zhao, Weihua Chen
Software Mentions: 8
Published: over 3 years ago

10.1186/s12889-021-11530-0

Onset of effects of non-pharmaceutical interventions on COVID-19 infection rates in 176 countries
Cited by: 18
Author(s): Ingo W. Nader, Elisabeth L. Zeilinger, Dana Jomar, Clemens Zauchner
Software Mentions: 7
Published: over 3 years ago

10.3390/cancers13071512

Classification of Molecular Subtypes of High-Grade Serous Ovarian Cancer by MALDI-Imaging
Cited by: 11
Author(s): Wanja Kassuhn, Oliver Klein, Silvia Darb‐Esfahani, Hedwig Lammert, Sylwia Handzik, Eliane Tabea Taube, Wolfgang Schmitt, Carlotta Keunecke, David Horst, Felix Dreher, Joshy George, David D. Bowtell, Oliver Dorigo, Michael Hummel, Jalid Sehouli, Nils Blüthgen, Hagen Kulbe, Elena Ioana Braicu
Software Mentions: 5
Published: over 3 years ago

10.3390/s21082886

Comparison of Spaceborne and UAV-Borne Remote Sensing Spectral Data for Estimating Monsoon Crop Vegetation Parameters
Cited by: 6
Author(s): Jayan Wijesingha, Supriya Dayananda, M. Wachendorf, Thomas Astor
Software Mentions: 3
Published: over 3 years ago

10.3390/cancers13081929

Prognostic Assessment in High-Grade Soft-Tissue Sarcoma Patients: A Comparison of Semantic Image Analysis and Radiomics
Cited by: 20
Author(s): Jan C. Peeken, Jan Neumann, Rebecca Asadpour, Yannik Leonhardt, J. Moreira, Daniel S. Hippe, Olena Klymenko, Sarah C. Foreman, Claudio E. von Schacky, Matthew B. Spraker, Stephanie K. Schaub, Hendrik Dapper, Carolin Knebel, Nina A. Mayr, Henry C. Woodruff, Philippe Lambin, Matthew J. Nyflot, Alexandra S. Gersing, Stephanie E. Combs
Software Mentions: 2
Published: over 3 years ago