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: lightgbm

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

Light Gradient Boosting Machine
12 versions
Latest release: almost 2 years ago
8 dependent packages
4,703 downloads last month

Papers Mentioning lightgbm 10

10.3390/ani11072131
Predicting Subclinical Ketosis in Dairy Cows Using Machine Learning Techniques
Cited by: 7
Author(s): Alicja Satoła, Edyta Bauer
Software Mentions: 12
Published: over 3 years ago
10.3390/jpm10040214
Prediction of Mental Illness in Heart Disease Patients: Association of Comorbidities, Dietary Supplements, and Antibiotics as Risk Factors
Cited by: 3
Author(s): Jayanth Sivakumar, Saba Ahmed, Lina Begdache, Swati Jain, Daehan Won
Software Mentions: 9
Published: about 4 years ago
10.1007/s13755-020-00105-9
Predicting risk of stillbirth and preterm pregnancies with machine learning
Cited by: 43
Author(s): Aki Koivu, Mikko Sairanen
Software Mentions: 9
Published: over 4 years ago
10.1186/s40537-020-00369-8
CatBoost for big data: an interdisciplinary review
Cited by: 258
Author(s): John Hancock, Taghi M. Khoshgoftaar
Software Mentions: 6
Published: about 4 years ago
10.2196/27110
Prediction Model of Anastomotic Leakage Among Esophageal Cancer Patients After Receiving an Esophagectomy: Machine Learning Approach
Cited by: 3
Author(s): Ziran Zhao, Xi Cheng, Xiao Sun, Shanrui Ma, Hao Feng, Liang Zhao
Software Mentions: 5
Published: over 3 years ago
10.1177/2472555220949495
Changing the HTS Paradigm: AI-Driven Iterative Screening for Hit Finding
Cited by: 14
Author(s): Gabriel H S Dreiman, Magda Bictash, Paul V. Fish, Lewis D. Griffin, Fredrik Svensson
Software Mentions: 4
Published: almost 4 years ago
10.1093/bioinformatics/btz887
Using deep learning to associate human genes with age-related diseases
Cited by: 9
Author(s): Fábio Fabris, Daniel H. Palmer, Khalid M. Salama, João Pedro de Magalhães, Alex A. Freitas
Software Mentions: 4
Published: about 5 years ago
10.1038/s41598-021-90063-3
Comparing quantile regression methods for probabilistic forecasting of NO2 pollution levels
Cited by: 7
Author(s): Sebastien Pérez Vasseur, José Luis Aznarte
Software Mentions: 3
Published: over 3 years ago
10.3389/fgene.2020.00655
Identifying Circular RNA and Predicting Its Regulatory Interactions by Machine Learning
Cited by: 12
Author(s): Guishan Zhang, Yiyun Deng, Qingyu Liu, Bingxu Ye, Zhiming Dai, Yaowen Chen, Xianhua Dai
Software Mentions: 2
Published: over 4 years ago
10.7717/peerj-cs.663
Solving musculoskeletal biomechanics with machine learning
Cited by: 6
Author(s): Yaroslav Smirnov, Denys Smirnov, Антон Попов, Sergiy Yakovenko
Software Mentions: 2
Published: over 3 years ago