cran: OneR | Projects | Ecosyste.ms: Papers

10.1093/gigascience/giaa026

ShinyLearner: A containerized benchmarking tool for machine-learning classification of tabular data
Cited by: 13
Author(s): Stephen R. Piccolo, Terry J. Lee, Erica Suh, Kimball T Hill
Software Mentions: 21
Published: over 4 years ago

10.3389/fsufs.2020.561517

Predictive Models May Complement or Provide an Alternative to Existing Strategies for Assessing the Enteric Pathogen Contamination Status of Northeastern Streams Used to Provide Water for Produce Production
Cited by: 19
Author(s): Daniel Weller, Tanzy Love, Alexandra Belias, Martin Wiedmann
Software Mentions: 12
Published: almost 4 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/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: almost 4 years ago

10.1186/s12864-015-2165-1

An integrative analysis of small molecule transcriptional responses in the human malaria parasite Plasmodium falciparum
Cited by: 12
Author(s): Geoffrey H. Siwo, Roger S. Smith, Aiping Tan, Katrina A. Button-Simons, Lisa A. Checkley, Michael T. Ferdig
Software Mentions: 4
Published: almost 9 years ago

10.7717/peerj.5551

BioWorkbench: a high-performance framework for managing and analyzing bioinformatics experiments
Cited by: 11
Author(s): Maria Luiza Mondelli, Thiago Tavares Magalhães, Guilherme Loss, Michael Wilde, Ian Foster, Marta Mattoso, Daniel S. Katz, Hélio J. C. Barbosa, Ana Tereza Ribeiro de Vasconcelos, Kary Ocaña, Luiz M. R. Gadelha
Software Mentions: 4
Published: about 6 years ago

10.3390/life11040293

Ensemble of Multiple Classifiers for Multilabel Classification of Plant Protein Subcellular Localization
Cited by: 8
Author(s): Warin Wattanapornprom, Chinae Thammarongtham, Apiradee Hongsthong, Supatcha Lertampaiporn
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pone.0251932

COVID-19 and the kidney: A retrospective analysis of 37 critically ill patients using machine learning
Cited by: 2
Author(s): Anna Laura Herzog, Holger K. von Jouanne-Diedrich, Christoph Wanner, Dirk Weismann, Tobias Schlesinger, Patrick Meybohm, Jan Stumpner
Software Mentions: 3
Published: over 3 years ago

10.3390/bioengineering6020046

Controlling Electronic Devices with Brain Rhythms/Electrical Activity Using Artificial Neural Network (ANN)
Cited by: 6
Author(s): Yar Muhammad, Daniil Vaino
Software Mentions: 3
Published: over 5 years ago

10.1186/s12864-019-6295-8

Rule-based meta-analysis reveals the major role of PB2 in influencing influenza A virus virulence in mice
Cited by: 4
Author(s): Fransiskus Xaverius Ivan, Chee Keong Kwoh
Software Mentions: 3
Published: almost 5 years ago

10.1371/journal.pone.0245550

Indirect questioning methods for sensitive survey questions: Modelling criminal behaviours among a prison population
Cited by: 0
Author(s): Beatriz Cobo, Eva Castillo, Francisca López-Torrecillas, María del Mar Rueda
Software Mentions: 3
Published: over 3 years ago

10.1371/journal.pone.0119448

Analyzing Large Gene Expression and Methylation Data Profiles Using StatBicRM: Statistical Biclustering-Based Rule Mining
Cited by: 28
Author(s): Ujjwal Maulik, Saurav Mallik, Anirban Mukhopadhyay, Sanghamitra Bandyopadhyay
Software Mentions: 3
Published: over 9 years ago

10.1371/journal.pone.0227113

Indicators to distinguish symptom accentuators from symptom producers in individuals with a diagnosed adjustment disorder: A pilot study on inconsistency subtypes using SIMS and MMPI-2-RF
Cited by: 23
Author(s): Cristina Mazza, Graziella Orrù, Franco Burla, Merylin Monaro, Stefano Ferracuti, Marco Colasanti, Paolo Roma
Software Mentions: 3
Published: over 4 years ago

10.3390/e20090684

Multi-Objective Evolutionary Rule-Based Classification with Categorical Data
Cited by: 6
Author(s): Fernando Jiménez, Carlos Martínez, Luis Miralles‐Pechuán, Gracia and Guido Sciavicco
Software Mentions: 2
Published: about 6 years ago

10.3390/ijerph17020498

Analysis of Relevant Features from Photoplethysmographic Signals for Atrial Fibrillation Classification
Cited by: 13
Author(s): César A Millán, Nathalia A Girón, Diego M. López
Software Mentions: 2
Published: over 4 years ago

10.3390/e20050373

An Efficient Big Data Anonymization Algorithm Based on Chaos and Perturbation Techniques
Cited by: 43
Author(s): Can Eyüpoğlu, Muhammed Ali Aydın, Abdül Halim Zaim, Ahmet Sertbaş
Software Mentions: 2
Published: over 6 years ago

10.1155/2020/2167160

A Survey on Recent Advances in Wearable Fall Detection Systems
Cited by: 82
Author(s): Anita Ramachandran, Anupama Karuppiah
Software Mentions: 2
Published: over 4 years ago

10.7717/peerj-cs.590

Vovel metrics—novel coupling metrics for improved software fault prediction
Cited by: 4
Author(s): Muhammad Rizwan, Aamer Nadeem, Muddassar Azam Sindhu
Software Mentions: 2
Published: over 3 years ago

10.3390/ijms21030986

Characterization and Identification of Natural Antimicrobial Peptides on Different Organisms
Cited by: 39
Author(s): Chia-Ru Chung, Jhih Hua Jhong, Zhuo Wang, Siyu Chen, Yu Wan, Jorng-Tzong Horng, Tzong-Yi Lee
Software Mentions: 2
Published: over 4 years ago

10.3390/s19112534

The Lightweight Autonomous Vehicle Self-Diagnosis (LAVS) Using Machine Learning Based on Sensors and Multi-Protocol IoT Gateway
Cited by: 10
Author(s): Youngjin Jeong, SuRak Son, Byung Kwan Lee
Software Mentions: 2
Published: over 5 years ago

10.1186/s12859-017-1799-1

Using machine learning algorithms to identify genes essential for cell survival
Cited by: 4
Author(s): Santosh Philips, Hui Wu, Lang Li
Software Mentions: 2
Published: almost 7 years ago

10.1155/2020/1475368

Improving Model Performance on the Stratification of Breast Cancer Patients by Integrating Multiscale Genomic Features
Cited by: 1
Author(s): You-Zeng Hao, He Li, Yifan Zhou, Yijia Zhao, Menglong Li, Runyu Jing, Zhining Wen
Software Mentions: 2
Published: about 4 years ago

10.1155/2018/8124950

Ensemble Methods with Voting Protocols Exhibit Superior Performance for Predicting Cancer Clinical Endpoints and Providing More Complete Coverage of Disease-Related Genes
Cited by: 4
Author(s): Runyu Jing, Liang Yu, Yi Ran, Shijie Feng, Yanjie Wei, He Li
Software Mentions: 2
Published: over 6 years ago

10.1371/journal.pone.0254539

Let’s go fishing: A quantitative analysis of subsistence choices with a special focus on mixed economies among small-scale societies
Cited by: 7
Author(s): Virginia Ahedo, Débora Zurro, Jorge Caro, José Manuel Galán
Software Mentions: 2
Published: about 3 years ago

10.1371/journal.pone.0232087

QUATgo: Protein quaternary structural attributes predicted by two-stage machine learning approaches with heterogeneous feature encoding
Cited by: 0
Author(s): Chi‐Hua Tung, Ching‐Ting Chien, Chi-Wei Chen, Lan-Ying Huang, Yunan Liu, Yen-Wei Chu
Software Mentions: 2
Published: over 4 years ago

10.3389/fgene.2020.554502

The Key Genes for Perineural Invasion in Pancreatic Ductal Adenocarcinoma Identified With Monte-Carlo Feature Selection Method
Cited by: 10
Author(s): Jinhui Zhu, Yan Qu, Jianwei Wang, Yan Chen, Qinghuang Ye, Zhijiang Wang, Tao Huang
Software Mentions: 2
Published: almost 4 years ago

10.1186/s12864-016-3108-1

Integrating network, sequence and functional features using machine learning approaches towards identification of novel Alzheimer genes
Cited by: 28
Author(s): Salma Jamal, Sumit Goyal, Asheesh Shanker, Abhinav Grover
Software Mentions: 2
Published: almost 8 years ago

10.1371/journal.pone.0253256

The impact of timetable on student’s absences and performance
Cited by: 6
Author(s): Souad Larabi Marie-Sainte, Roohi Jan, Ali Al-Matouq, Sara Alabduhadi
Software Mentions: 2
Published: about 3 years ago

10.3390/ijerph17124595

Supervised Machine Learning Algorithms for Bioelectromagnetics: Prediction Models and Feature Selection Techniques Using Data from Weak Radiofrequency Radiation Effect on Human and Animals Cells
Cited by: 6
Author(s): Malka N. Halgamuge
Software Mentions: 1
Published: about 4 years ago

10.3390/ijerph18189657

COVID-19 Risk Mapping with Considering Socio-Economic Criteria Using Machine Learning Algorithms
Cited by: 15
Author(s): Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi‐Niaraki, Farbod Farhangi, Soo-Mi Choi
Software Mentions: 1
Published: about 3 years ago

10.1007/s10928-020-09704-1

Composite midazolam and 1′-OH midazolam population pharmacokinetic model for constitutive, inhibited and induced CYP3A activity
Cited by: 1
Author(s): Sabrina Wiebe, Andreas D. Meid, Gerd Mikus
Software Mentions: 1
Published: about 4 years ago

10.1186/1471-2105-9-411

Classification of drug molecules considering their IC50 values using mixed-integer linear programming based hyper-boxes method
Cited by: 25
Author(s): Pelin Armutlu, Muhittin Emre Ozdemir, Fadime Üney-Yüksektepe, İbrahim Halil Kavaklı, Metin Türkay
Software Mentions: 1
Published: almost 16 years ago

10.1186/s12859-019-3027-7

An application of machine learning with feature selection to improve diagnosis and classification of neurodegenerative disorders
Cited by: 37
Author(s): Josefa Díaz Álvarez, Jordi A. Matías‐Guiu, María Nieves Cabrera‐Martín, José L. Risco‐Martín, José L. Ayala
Software Mentions: 1
Published: almost 5 years ago

10.1186/s12859-019-3282-7

Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques
Cited by: 19
Author(s): Hsin-Yao Wang, Wen Chi Li, Kai-Yao Huang, Chia-Ru Chung, Jorng-Tzong Horng, Jen Fu Hsu, Jang Jih Lu, Tzong-Yi Lee
Software Mentions: 1
Published: almost 5 years ago

10.1186/s12862-021-01912-8

A new extinct species of alligator lizard (Squamata: Elgaria) and an expanded perspective on the osteology and phylogeny of Gerrhonotinae
Cited by: 1
Author(s): Simon G. Scarpetta, David Ledesma, Christopher J. Bell
Software Mentions: 1
Published: almost 3 years ago

10.1186/1475-925X-12-66

Challenges, issues and trends in fall detection systems
Cited by: 451
Author(s): Raúl Igual, Carlos Medrano, Inmaculada Plaza
Software Mentions: 1
Published: over 11 years ago

10.3390/molecules25030481

Hepatotoxicity Modeling Using Counter-Propagation Artificial Neural Networks: Handling an Imbalanced Classification Problem
Cited by: 12
Author(s): Benjamin Bajželj, Viktor Drgan
Software Mentions: 1
Published: over 4 years ago

10.1371/journal.pone.0194168

A novel decision tree classification based on post-pruning with Bayes minimum risk
Cited by: 20
Author(s): Ahmed Mohamed Ahmed, Ahmet Rızaner, Ali Hakan Ulusoy
Software Mentions: 1
Published: over 6 years ago

10.1371/journal.pone.0241353

Interrogative suggestibility in the elderly
Cited by: 3
Author(s): Silvia Biondi, Cristina Mazza, Graziella Orrù, Merylin Monaro, Stefano Ferracuti, Eleonora Ricci, Alberto Di Domenico, Paolo Roma
Software Mentions: 1
Published: almost 4 years ago

10.1371/journal.pone.0182652

Applying machine learning to identify autistic adults using imitation: An exploratory study
Cited by: 51
Author(s): Baihua Li, Arjun Sharma, James Meng, Senthil Purushwalkam, Emma Gowen
Software Mentions: 1
Published: about 7 years ago

10.1155/2018/1576927

A Predictive Model for Guillain–Barré Syndrome Based on Ensemble Methods
Cited by: 3
Author(s): Juana Canul-Reich, José Hernández-Torruco, Oscar Chávez-Bosquez, Betania Hernández-Ocaña
Software Mentions: 1
Published: almost 6 years ago

10.1155/2021/1188414

Pancreatic Cancer Survival Prediction: A Survey of the State-of-the-Art
Cited by: 12
Author(s): Wilson Bakasa, Serestina Viriri
Software Mentions: 1
Published: almost 3 years ago

10.1155/2017/8424198

A Predictive Model for Guillain-Barré Syndrome Based on Single Learning Algorithms
Cited by: 6
Author(s): Juana Canul-Reich, Juan Frausto–Solís, José Hernández-Torruco
Software Mentions: 1
Published: over 7 years ago

10.1155/2013/849674

An Expert System Based on Fisher Score and LS-SVM for Cardiac Arrhythmia Diagnosis
Cited by: 27
Author(s): Ersen Yılmaz
Software Mentions: 1
Published: over 11 years ago

10.1155/2018/7310496

Multiclass Classification of Cardiac Arrhythmia Using Improved Feature Selection and SVM Invariants
Cited by: 61
Author(s): Anam Mustaqeem, Syed Muhammad Anwar, Muhammad Majid
Software Mentions: 1
Published: over 6 years ago

10.1016/j.csbj.2016.11.001

Heart Failure: Diagnosis, Severity Estimation and Prediction of Adverse Events Through Machine Learning Techniques
Cited by: 133
Author(s): Evanthia E. Tripoliti, Theofilos Papadopoulos, Georgia S. Karanasiou, Katerina K. Naka, Dimitrios I. Fotiadis
Software Mentions: 1
Published: over 7 years ago

10.1080/22221751.2021.1978824

Influenza virus genotype to phenotype predictions through machine learning: a systematic review
Cited by: 6
Author(s): Laura K. Borkenhagen, Martin Allen, Jonathan A. Runstadler
Software Mentions: 1
Published: over 3 years ago

10.3390/e21121163

Application of Data Mining for the Prediction of Mortality and Occurrence of Complications for Gastric Cancer Patients
Cited by: 27
Author(s): Cristiana Neto, Maria Ana de Brito, Virgínia Lopes, Hugo Peixoto, António Abelha, José Machado
Software Mentions: 1
Published: almost 5 years ago

10.3390/e22050530

Statistical Machine Learning for Human Behaviour Analysis
Cited by: 1
Author(s): Thomas B. Moeslund, Sérgio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Jun Wan
Software Mentions: 1
Published: over 4 years ago

10.3389/fnagi.2021.633752

Machine Learning for the Diagnosis of Parkinson's Disease: A Review of Literature
Cited by: 102
Author(s): Jie Mei, Christian Desrosiers, Johannes Frasnelli
Software Mentions: 1
Published: over 3 years ago

10.3389/fcell.2021.629681

Identification of Methicillin-Resistant Staphylococcus Aureus From Methicillin-Sensitive Staphylococcus Aureus and Molecular Characterization in Quanzhou, China
Cited by: 10
Author(s): Zhimin Bai, Min Chen, Qun Lin, Yun Ying, Huiling Fan, Kaizhen Wen, Jianxing Zeng, Duruo Huang, Wenfei Mo, Ying Lei, Zhijun Liao
Software Mentions: 1
Published: over 3 years ago

10.3389/fmed.2019.00319

Machine Learning Increases Diagnosticity in Psychometric Evaluation of Alexithymia in Fibromyalgia
Cited by: 19
Author(s): Graziella Orrù, Angelo Gemignani, Rebecca Ciacchini, Laura Bazzichi, Ciro Conversano
Software Mentions: 1
Published: over 4 years ago

10.3390/healthcare8030348

A Smart Architecture for Diabetic Patient Monitoring Using Machine Learning Algorithms
Cited by: 26
Author(s): Amine Rghioui, Jaime Lloret, Sandra Sendra, Abdelmajid Oumnad
Software Mentions: 1
Published: about 4 years ago

10.1098/rsos.180906

Hunter–gatherer mobility and technological landscapes in southernmost South America: a statistical learning approach
Cited by: 2
Author(s): Iván Briz i Godino, Virginia Ahedo, Myrian Álvarez, Nélida Marcela Pal, Lucas Turnes, José Ignacio Santos, Débora Zurro, Jorge Caro, José Manuel Galán
Software Mentions: 1
Published: almost 6 years ago

10.1038/s41598-017-13691-8

Decrypting Strong and Weak Single-Walled Carbon Nanotubes Interactions with Mitochondrial Voltage-Dependent Anion Channels Using Molecular Docking and Perturbation Theory
Cited by: 22
Author(s): Michael González-Durruthy, Adriano Velasque Werhli, Vinicius Seus, Karina Machado, Alejandro Pazos, Cristian R. Munteanu, Humberto González-Dı́az, José M. Monserrat
Software Mentions: 1
Published: almost 7 years ago

10.3390/s17071487

An Energy-Efficient Multi-Tier Architecture for Fall Detection on Smartphones
Cited by: 12
Author(s): M. Amaç Güvensan, A. O. Kansiz, Necati Cihan Camgöz, H. İrem Türkmen, A. Gökhan Yavuz, M. Elif Karslıgil
Software Mentions: 1
Published: about 7 years ago

10.3390/s19112542

Tracking Foot Drop Recovery Following Lumbar-Spine Surgery, Applying Multiclass Gait Classification Using Machine Learning Techniques
Cited by: 10
Author(s): Shiva Sharif Bidabadi, Tele Tan, Iain Murray, Gabriel Lee
Software Mentions: 1
Published: over 5 years ago

10.3390/s20113307

Sensitivity Analysis of Sensors in a Hydraulic Condition Monitoring System Using CNN Models
Cited by: 15
Author(s): Caroline König, Ahmed Helmi
Software Mentions: 1
Published: over 4 years ago

Projects: cran: OneR

Papers Mentioning OneR 58