pypi: imbalanced-learn | Projects

10.1371/journal.pone.0254062

PHOTONAI—A Python API for rapid machine learning model development
Cited by: 8
Author(s): Ramona Leenings, Nils R. Winter, Lucas Plagwitz, Vincent Holstein, Jan Ernsting, Kelvin Sarink, L. Fisch, Jakob Steenweg, Leon Kleine-Vennekate, Julian Gebker, Daniel Emden, Dominik Grotegerd, Nils Opel, Benjamin Risse, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn
Software Mentions: 15
Published: over 3 years ago

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

10.1038/s41598-021-89904-y

Feasibility of predicting allele specific expression from DNA sequencing using machine learning
Cited by: 5
Author(s): Zhenhua Zhang, Freerk van Dijk, Nigel Klein, Mariëlle van Gijn, Lude Franke, Richard J. Sinke, Morris A. Swertz, K. Joeri van der Velde
Software Mentions: 10
Published: over 3 years ago

10.1186/s13321-020-00447-2

DTiGEMS+: drug–target interaction prediction using graph embedding, graph mining, and similarity-based techniques
Cited by: 54
Author(s): Maha A. Thafar, Rawan S. Olayan, Haitham Ashoor, Somayah Albaradei, Vladimir B. Bajic, Xin Gao, Takashi Gojobori, Magbubah Essack
Software Mentions: 6
Published: over 4 years ago

10.2196/26540

Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study
Cited by: 40
Author(s): Kennedy Opoku Asare, Yannik Terhorst, Julio Vega, Ella Peltonen, Eemil Lagerspetz, Denzil Ferreira
Software Mentions: 6
Published: over 3 years ago

10.1371/journal.pcbi.1008309

AnnapuRNA: A scoring function for predicting RNA-small molecule binding poses
Cited by: 34
Author(s): Filip Stefaniak, Janusz Bujnicki
Software Mentions: 6
Published: almost 4 years ago

10.2196/20840

Use of Patient-Reported Symptoms from an Online Symptom Tracking Tool for Dementia Severity Staging: Development and Validation of a Machine Learning Approach
Cited by: 8
Author(s): Aaqib Shehzad, Kenneth Rockwood, Justin Stanley, Taylor Dunn, Susan E. Howlett
Software Mentions: 6
Published: about 4 years ago

10.1007/s00401-020-02228-5

Mosaic trisomy of chromosome 1q in human brain tissue associates with unilateral polymicrogyria, very early-onset focal epilepsy, and severe developmental delay
Cited by: 27
Author(s): Katja Kobow, Samir Jabari, Tom Pieper, Manfred Kudernatsch, Tilman Polster, Friedrich G. Woermann, Thilo Kalbhenn, Hajo M. Hamer, Karl Rössler, Angelika Mühlebner, Wim G.M. Spliet, Martha Feucht, Yanghao Hou, Damian Stichel, Andrey Korshunov, Felix Sahm, Roland Coras, Ingmar Blümcke, Andreas von Deimling
Software Mentions: 5
Published: about 4 years ago

10.1186/s12911-020-01154-6

A predictive analytics model for differentiating between transient ischemic attacks (TIA) and its mimics
Cited by: 9
Author(s): Alia Stanciu, Mihai Banciu, Alireza Sadighi, Kyle Marshall, Neil R. Holland, Vida Abedi, Ramin Zand
Software Mentions: 5
Published: over 4 years ago

10.1099/mgen.0.000500

Identifying novel β-lactamase substrate activity through in silico prediction of antimicrobial resistance
Cited by: 7
Author(s): Kara K. Tsang, Finlay Maguire, Haley L. Zubyk, Sommer Chou, Arman Edalatmand, Gerard D. Wright, Robert G. Beiko, Andrew G. McArthur
Software Mentions: 5
Published: almost 4 years ago

10.1371/journal.pone.0235758

Development and validation of risk prediction models for multiple cardiovascular diseases and Type 2 diabetes
Cited by: 16
Author(s): Mehrdad Rezaee, Igor Putrenko, Arsia Takeh, Andrea Ganna, Erik Ingelsson
Software Mentions: 5
Published: over 4 years ago

10.1039/d0sc04263c

One class classification as a practical approach for accelerating π–π co-crystal discovery
Cited by: 12
Author(s): Aikaterini Vriza, Angelos B. Canaj, Rebecca Vismara, Laurence J. Kershaw Cook, Troy D. Manning, Michael W. Gaultois, Peter A. Wood, Vitaliy Kurlin, Neil G. Berry, Matthew S. Dyer, Matthew J. Rosseinsky
Software Mentions: 5
Published: almost 4 years ago

10.1186/s13321-020-00420-z

COVER: conformational oversampling as data augmentation for molecules
Cited by: 19
Author(s): Jennifer Hemmerich, E. Asilar, Gerhard F. Ecker
Software Mentions: 5
Published: over 4 years ago

10.1186/s12974-019-1500-x

Contribution of LTi and TH17 cells to B cell aggregate formation in the central nervous system in a mouse model of multiple sclerosis
Cited by: 18
Author(s): Verena Schropp, Jörn Rohde, Damiano M. Rovituso, Samir Jabari, Richa Bharti, Stefanie Küerten
Software Mentions: 5
Published: over 5 years ago

10.1186/s12874-020-01046-3

Don’t dismiss logistic regression: the case for sensible extraction of interactions in the era of machine learning
Cited by: 33
Author(s): Joshua Levy, A. James O’Malley
Software Mentions: 4
Published: over 4 years ago

10.3390/s21134546

Diagnostic of Operation Conditions and Sensor Faults Using Machine Learning in Sucker-Rod Pumping Wells
Cited by: 6
Author(s): João Nascimento, André Laurindo Maitelli, C. W. S. P. Maitelli, Anderson Luiz de Oliveira Cavalcanti
Software Mentions: 4
Published: over 3 years ago

10.1186/s12859-019-3170-1

Quality control of imbalanced mass spectra from isotopic labeling experiments
Cited by: 6
Author(s): Tianjun Li, Long Chen, Min Gan
Software Mentions: 4
Published: about 5 years ago

10.3390/e22080849

Application of Imbalanced Data Classification Quality Metrics as Weighting Methods of the Ensemble Data Stream Classification Algorithms
Cited by: 10
Author(s): Weronika Węgier, Paweł Ksieniewicz
Software Mentions: 4
Published: over 4 years ago

10.3389/fonc.2018.00035

Design and Selection of Machine Learning Methods Using Radiomics and Dosiomics for Normal Tissue Complication Probability Modeling of Xerostomia
Cited by: 96
Author(s): Hubert S. Gabryś, Florian Buettner, Florian Sterzing, Henrik Hauswald, Mark Bangert
Software Mentions: 3
Published: over 6 years ago

10.2196/26892

Constructing High-Fidelity Phenotype Knowledge Graphs for Infectious Diseases With a Fine-Grained Semantic Information Model: Development and Usability Study
Cited by: 6
Author(s): Lizong Deng, Luming Chen, Tao Yang, Mi Liu, Shicheng Li, Taijiao Jiang
Software Mentions: 3
Published: over 3 years ago

10.1007/s42001-020-00073-w

Estimation of socioeconomic attributes from location information
Cited by: 1
Author(s): Shohei Doi, Takayuki Mizuno, Naoya Fujiwara
Software Mentions: 3
Published: over 4 years ago

10.3390/bios9010029

Differentiation of Patients with Balance Insufficiency (Vestibular Hypofunction) versus Normal Subjects Using a Low-Cost Small Wireless Wearable Gait Sensor
Cited by: 9
Author(s): Tam Nguyên, Jonathan H. Young, Amanda Rodriguez, Steven Zupancic, Donald Y. C. Lie
Software Mentions: 3
Published: over 5 years ago

10.3390/ijerph18052713

A Real-Time Artificial Intelligence-Assisted System to Predict Weaning from Ventilator Immediately after Lung Resection Surgery
Cited by: 18
Author(s): Ying-Jen Chang, Kuo‐Chuan Hung, Li‐Kai Wang, Chia-Hung Yu, Chao-Kun Chen, Hung-Tze Tay, Jhi-Joung Wang, Chia‐Jung Chen
Software Mentions: 3
Published: over 3 years ago

10.3389/fimmu.2021.700782

Immune-Based Prediction of COVID-19 Severity and Chronicity Decoded Using Machine Learning
Cited by: 90
Author(s): Bruce K. Patterson, José Guevara-Coto, Ram Yogendra, Edgar B. Francisco, Emily Long, Amruta Pise, Hallison Rodrigues, Purvi Parikh, Javier Mora, Rodrigo Mora-Rodríguez
Software Mentions: 3
Published: over 3 years ago

10.3390/v13081531

NIgPred: Class-Specific Antibody Prediction for Linear B-Cell Epitopes Based on Heterogeneous Features and Machine-Learning Approaches
Cited by: 5
Author(s): Chi‐Hua Tung, Yi-Sheng Chang, Kuang-Hsi Chang, Yen-Wei Chu
Software Mentions: 2
Published: over 3 years ago

10.1186/s13321-020-00443-6

QSAR-derived affinity fingerprints (part 1): fingerprint construction and modeling performance for similarity searching, bioactivity classification and scaffold hopping
Cited by: 25
Author(s): Ctibor Škuta, Isidro Cortés-Ciriano, Wim Dehaen, Pavel Kříž, Gerard J. P. van Westen, Igor V. Tetko, Andreas Bender, Daniel Svozil
Software Mentions: 2
Published: over 4 years ago

10.1186/s12911-020-01356-y

Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement
Cited by: 9
Author(s): Pei-Yuan Zhou, Andrew K. C. Wong
Software Mentions: 2
Published: almost 4 years ago

10.1038/s41598-020-79217-x

Sleep classification from wrist-worn accelerometer data using random forests
Cited by: 40
Author(s): Kalaivani Sundararajan, Sonja Georgievska, Bart H W Te Lindert, Philip Gehrman, Jennifer Ramautar, Diego R. Mazzotti, Séverine Sabia, Michael N. Weedon, Eus J.W. Van Someren, Lars Ridder, Jian Wang, Vincent T. van Hees
Software Mentions: 2
Published: almost 4 years ago

10.3390/s19122803

Eating and Drinking Recognition in Free-Living Conditions for Triggering Smart Reminders
Cited by: 11
Author(s): Diana Gomes, João Mendes‐Moreira, Inês Sousa, Joana Silva
Software Mentions: 2
Published: over 5 years ago

10.1186/s40170-020-0211-1

Common biochemical properties of metabolic genes recurrently dysregulated in tumors
Cited by: 9
Author(s): Krishnadev Oruganty, Scott Campit, Sainath Mamde, Costas A. Lyssiotis, Sriram Chandrasekaran
Software Mentions: 2
Published: over 4 years ago

10.1093/ve/veaa106

Tuning intrinsic disorder predictors for virus proteins
Cited by: 3
Author(s): Gal Almog, Abayomi S Olabode, Art F. Y. Poon
Software Mentions: 2
Published: almost 4 years ago

10.1186/s13062-020-0259-4

Predictability of drug-induced liver injury by machine learning
Cited by: 26
Author(s): Marco Chierici, Margherita Francescatto, Nicole Bussola, Giuseppe Jurman, Cesare Furlanello
Software Mentions: 2
Published: almost 5 years ago

10.1186/s12871-021-01343-4

Development and validation of a difficult laryngoscopy prediction model using machine learning of neck circumference and thyromental height
Cited by: 8
Author(s): Jong Ho Kim, Haewon Kim, Ji Su Jang, Sung Mi Hwang, So Young Lim, Jae Jun Lee, Young Suk Kwon
Software Mentions: 1
Published: over 3 years ago

10.3390/genes11030286

LRRpredictor—A New LRR Motif Detection Method for Irregular Motifs of Plant NLR Proteins Using an Ensemble of Classifiers
Cited by: 27
Author(s): Eliza C. Martin, Octavina C.A. Sukarta, Laurentiu N. Spiridon, Laurentiu Gabriel Grigore, Vlad Constantinescu, Robi Tăcutu, A. Goverse, Andrei-José Petrescu
Software Mentions: 1
Published: over 4 years ago

10.3390/cancers13164182

Developing an Agnostic Risk Prediction Model for Early AKI Detection in Cancer Patients
Cited by: 6
Author(s): Lauren Scanlon, Catherine O’Hara, A. Garbett, Matthew Barker-Hewitt, Jorge Barriuso
Software Mentions: 1
Published: over 3 years ago

10.1186/s12864-018-5206-8

HseSUMO: Sumoylation site prediction using half-sphere exposures of amino acids residues
Cited by: 10
Author(s): Alok Sharma, Artem Lysenko, Yosvany López, Abdollah Dehzangi, Ronesh Sharma, Hamendra Manhar Reddy, Abdul Sattar, Tatsuhiko Tsunoda
Software Mentions: 1
Published: over 5 years ago

10.1080/2162402X.2019.1593811

Immune mediator expression signatures are associated with improved outcome in ovarian carcinoma
Cited by: 20
Author(s): Mano Nakamura, Heather J. Bax, Daniele Scotto, Elmira Amiri Souri, Sam Sollie, Robert J. Harris, Niklas Hammar, Göran Walldius, A. Winship, Sharmistha Ghosh, Ana Montes, James Spicer, Mieke Van Hemelrijck, Debra H. Josephs, Katie E. Lacy, Sophia Tsoka, Sophia N. Karagiannis
Software Mentions: 1
Published: over 5 years ago

10.3389/fmolb.2021.647424

ML-AdVInfect: A Machine-Learning Based Adenoviral Infection Predictor
Cited by: 6
Author(s): Onur Can Karabulut, Betül Asiye Karpuzcu, Erdem Türk, Ahmad Hassan Ibrahim, Barış E. Süzek
Software Mentions: 1
Published: over 3 years ago

Projects: pypi: imbalanced-learn

Papers Mentioning imbalanced-learn 38