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: kknn

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

Weighted k-Nearest Neighbors
17 versions
Latest release: over 8 years ago
32 dependent packages
9,138 downloads last month

Papers Mentioning kknn 17

Computational Models Using Multiple Machine Learning Algorithms for Predicting Drug Hepatotoxicity with the DILIrank Dataset
Cited by: 22
Author(s): Robert Ancuceanu, Marilena Viorica Hovaneț, Adriana Iuliana Anghel, Florentina Furtunescu, Monica Neagu, Carolina Constantin, Mihaela Dinu
Software Mentions: 24
Published: over 4 years ago

10.1371/journal.pone.0238757

Predicting drug sensitivity of cancer cells based on DNA methylation levels
Cited by: 4
Author(s): Sofia Pontes de Miranda, Fernanda Baião, Julia L. Fleck, Stephen R. Piccolo
Software Mentions: 9
Published: about 3 years ago

10.3389/fcell.2021.671359

Identification and Validation of a Novel Prognosis Prediction Model in Adrenocortical Carcinoma by Integrative Bioinformatics Analysis, Statistics, and Machine Learning
Cited by: 3
Author(s): Xin Yan, Zixin Guo, Donghu Yu, Chen Chen, Xiaoping Li, Zhiwei Yang, Tong-Zu Liu, Sheng Li
Software Mentions: 9
Published: over 3 years ago

10.1186/s12014-017-9163-z

Discovery and validation of a colorectal cancer classifier in a new blood test with improved performance for high-risk subjects
Cited by: 10
Author(s): Lisa J. Croner, Roslyn Dillon, Athit Kao, Stefanie N. Kairs, Ryan W. Benz, Ib Jarle Christensen, Hans Jørgen Nielsen, John E. Blume, Bruce E. Wilcox
Software Mentions: 9
Published: about 7 years ago

10.1186/1471-2105-16-S6-S3

Machine-learning scoring functions for identifying native poses of ligands docked to known and novel proteins
Cited by: 42
Author(s): Hossam M. Ashtawy, Nihar R. Mahapatra
Software Mentions: 9
Published: over 9 years ago

10.12688/wellcomeopenres.14847.1

Using machine learning to guide targeted and locally-tailored empiric antibiotic prescribing in a children's hospital in Cambodia
Cited by: 45
Author(s): Mathupanee Oonsivilai, Yin Mo, Nantasit Luangasanatip, Yoel Lubell, Thyl Miliya, Pisey Tan, Lorn Loeuk, Paul Turner, Ben S. Cooper
Software Mentions: 8
Published: almost 6 years ago

10.3390/e23040477

Hybrid Basketball Game Outcome Prediction Model by Integrating Data Mining Methods for the National Basketball Association
Cited by: 11
Author(s): Wei-Jen Chen, Mao-Jhen Jhou, Tian–Shyug Lee, Chi-Jie Lu
Software Mentions: 7
Published: over 3 years ago

10.1093/bib/bbaa138

A large-scale investigation and identification of methicillin-resistant <i>Staphylococcus aureus</i> based on peaks binning of matrix-assisted laser desorption ionization-time of flight MS spectra
Cited by: 22
Author(s): Hsin-Yao Wang, Chia-Ru Chung, Zhuo Wang, Shangfu Li, Bo Yu Chu, Jorng-Tzong Horng, Jang Jih Lu, Tzong-Yi Lee
Software Mentions: 6
Published: about 4 years ago

10.1186/s12938-017-0416-x

Empirical study of seven data mining algorithms on different characteristics of datasets for biomedical classification applications
Cited by: 37
Author(s): Yiyan Zhang, Yi Xin, Li Qin, Jianshe Ma, Shuai Li, Xiaodan Lv, Weiqi Lv
Software Mentions: 6
Published: almost 7 years ago

10.6026/97320630013327

Robust Feature Selection Approach for Patient Classification using Gene Expression Data
Cited by: 6
Author(s): Shahjaman, Nishith Kumar, Shakil Ahmed, AnjumanAra Begum, S. M. Shahinul Islam, Md. Nurul Haque Mollah
Software Mentions: 5
Published: almost 7 years ago

10.3389/fnins.2021.645998

Identification of Diagnostic Markers for Major Depressive Disorder Using Machine Learning Methods
Cited by: 12
Author(s): Zhao Shu, Bao Zhaorigetu, Xinyi Zhao, Maochao Xu, Ming D. Li, Zhongli Yang
Software Mentions: 5
Published: over 3 years ago

10.1371/journal.pone.0184321

A detailed comparison of analysis processes for MCC-IMS data in disease classification—Automated methods can replace manual peak annotations
Cited by: 7
Author(s): Salome Horsch, Dominik Kopczynski, Elias Kuthe, Jan Baumbach, Sven Rahmann, Jörg Rahnenführer
Software Mentions: 4
Published: about 7 years ago

10.1371/journal.pone.0142113

Decadal Trend in Agricultural Abandonment and Woodland Expansion in an Agro-Pastoral Transition Band in Northern China
Cited by: 16
Author(s): Chao Wang, Qiong Gao, Wang Xian, Mei Yu
Software Mentions: 4
Published: almost 9 years ago

10.3389/fcimb.2020.00433

The Microbiome Composition of a Man's Penis Predicts Incident Bacterial Vaginosis in His Female Sex Partner With High Accuracy
Cited by: 34
Author(s): Supriya D. Mehta, Dan Zhao, Stefan J. Green, Walter Agingu, Fredrick Otieno, Runa Bhaumik, Dulal K. Bhaumik, Robert C. Bailey
Software Mentions: 4
Published: about 4 years ago

10.3389/fpls.2016.01252

Guava Waste to Sustain Guava (Psidium guajava) Agroecosystem: Nutrient “Balance” Concepts
Cited by: 15
Author(s): Henrique Antunes de Souza, Léon‐Étienne Parent, Danilo Eduardo Rozane, Daniel Angelucci de Amorim, Viviane Cristina Modesto, William Natale, Léon E. Parent
Software Mentions: 3
Published: about 8 years ago

10.1016/j.csbj.2018.03.003

Functional Prediction of Hypothetical Transcription Factors of Escherichia coli K-12 Based on Expression Data
Cited by: 4
Author(s): Emanuel Flores-Bautista, Carenne Ludeña Cronick, Anny Rodriguez Fersaca, Mario Alberto Martínez-Núñez, Ernesto Pérez‐Rueda
Software Mentions: 2
Published: over 6 years ago

10.3390/ani10040747

A Data-Driven Prediction Method for an Early Warning of Coccidiosis in Intensive Livestock Systems: A Preliminary Study
Cited by: 13
Author(s): Federica Borgonovo, V. Ferrante, G. Grilli, Riccardo Pascuzzo, Simone Vantini, Marcella Guarino
Software Mentions: 1
Published: over 4 years ago