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: C50
https://packages.ecosyste.ms/registries/cran.r-project.org/packages/C50
C5.0 Decision Trees and Rule-Based Models
17 versions
Latest release: almost 2 years ago
29 dependent packages
7,323 downloads last month
Papers Mentioning C50 15
10.1371/journal.pone.0159046
Accuracy and Calibration of Computational Approaches for Inpatient Mortality Predictive ModelingCited by: 13
Author(s): Christos T. Nakas, Narayan Schütz, Marcus Werners, Alexander Benedikt Leichtle
Software Mentions: 13
Published: over 8 years ago
10.1016/j.mbplus.2019.04.001
Pan-Cancer analysis of the expression and regulation of matrisome genes across 32 tumor typesCited by: 37
Author(s): Valerio Izzi, Juho Lakkala, Raman Devarajan, Anni Kääriäinen, Jarkko Koivunen, Ritva Heljasvaara, Taina Pihlajaniemi
Software Mentions: 13
Published: almost 6 years ago
10.1371/journal.pone.0231500
Propensity score adjustment using machine learning classification algorithms to control selection bias in online surveysCited by: 23
Author(s): Ramón Ferri‐García, María del Mar Rueda
Software Mentions: 12
Published: over 4 years ago
10.1186/s13690-021-00687-0
Use of artificial intelligence for public health surveillance: a case study to develop a machine Learning-algorithm to estimate the incidence of diabetes mellitus in FranceCited by: 4
Author(s): Romana Haneef, Sofiane Kab, Rok Hrzic, Sonsoles Fuentes, Sandrine Fosse-Edorh, E. Cosson, Anne Gallay
Software Mentions: 7
Published: about 3 years ago
10.1186/s12859-021-04049-z
R.ROSETTA: an interpretable machine learning frameworkCited by: 15
Author(s): Mateusz Garbulowski, Klev Diamanti, Karolina Smolińska, Nicholas Baltzer, Patricia Stoll, Susanne Bornelöv, Aleksander Øhrn, Lars Feuk, Jan Komorowski
Software Mentions: 7
Published: over 3 years ago
10.3390/diagnostics11091718
Comparison of Different Machine Learning Classifiers for Glaucoma Diagnosis Based on Spectralis OCTCited by: 15
Author(s): Chaowei Wu, Hsiang-Li Shen, Chi-Jie Lu, Ssu-Han Chen, Hsin‐Yi Chen
Software Mentions: 7
Published: about 3 years ago
10.3389/fnins.2020.00516
Machine Learning Representation of Loss of Eye Regularity in a Drosophila Neurodegenerative ModelCited by: 6
Author(s): Sergio Díez-Hermano, Marı́a D. Ganfornina, Esteban Vegas, Diego Sánchez
Software Mentions: 5
Published: over 4 years ago
10.3389/fmolb.2021.682084
Comprehensive Molecular Analyses of a Novel Mutational Signature Classification System with Regard to Prognosis, Genomic Alterations, and Immune Landscape in GliomaCited by: 26
Author(s): Xinwei Han, Taoyuan Lu, Libo Wang, Long Liu, Lifeng Li, Xinwei Han
Software Mentions: 5
Published: over 3 years ago
10.1186/s12874-018-0644-1
Machine learning methodologies versus cardiovascular risk scores, in predicting disease riskCited by: 58
Author(s): Alexandros C. Dimopoulos, Μάρα Νικολαϊδου, Francisco Félix Caballero, Worrawat Engchuan, Albert Sánchez-Niubò, Holger Arndt, José Luís Ayuso-Mateos, Josep María Haro, Somnath Chatterji, Ekavi Georgousopoulou, Christos Pitsavos, Demosthenes B. Panagiotakos
Software Mentions: 4
Published: almost 6 years ago
10.1186/s12911-020-01180-4
Application of data mining for predicting hemodynamics instability during pheochromocytoma surgeryCited by: 8
Author(s): Yating Zhao, Fang Li, Lei Cui, Song Bai
Software Mentions: 4
Published: over 4 years ago
10.3389/fonc.2020.588557
Intratumor Heterogeneity of MYO18A and FBXW7 Variants Impact the Clinical Outcome of Stage III Colorectal CancerCited by: 6
Author(s): Peng Lin, Yu Min Yeh, Bo Lin, Shao Chieh Lin, Ren Hao Chan, Po Chuan Chen, Meng‐Ru Shen
Software Mentions: 4
Published: about 4 years ago
10.1155/2019/7294582
Prediction of Breast Cancer from Imbalance Respect Using Cluster-Based Undersampling MethodCited by: 16
Author(s): Jue Zhang, Li Chen, Fazeel Abid
Software Mentions: 3
Published: about 5 years ago
10.1371/journal.pone.0137748
Comparison of Hybrid Classifiers for Crop Classification Using Normalized Difference Vegetation Index Time Series: A Case Study for Major Crops in North Xinjiang, ChinaCited by: 28
Author(s): Pengyu Hao, Li Wang, Zheng Niu
Software Mentions: 2
Published: about 9 years ago
10.1186/s40168-020-00811-2
Predictable modulation of cancer treatment outcomes by the gut microbiotaCited by: 95
Author(s): Yoshitaro Heshiki, Ruben Vazquez-Uribe, Li Jin, Yueqiong Ni, Scott Quainoo, Lejla Imamovic, Jun Li, Maria Bornakke Sørensen, Billy K. C. Chow, Glen J. Weiss, Aimin Xu, Morten Otto Alexander Sommer, Gianni Panagiotou
Software Mentions: 1
Published: over 4 years ago
10.1038/s41598-019-53029-0
Artificial liver support system therapy in acute-on-chronic hepatitis B liver failure: Classification and regression tree analysisCited by: 21
Author(s): Kaizhou Huang, Feiyang Ji, Zhongyang Xie, Daxian Wu, Xiaowei Xu, Hainv Gao, Xiaoxi Ouyang, Lanlan Xiao, Ming Zhou, Danhua Zhu, Lanjuan Li
Software Mentions: 1
Published: about 5 years ago