Projects: pypi: scikit-learn

https://packages.ecosyste.ms/registries/pypi.org/packages/scikit-learn

A set of python modules for machine learning and data mining
72 versions
Latest release: about 3 years ago
5,918 dependent packages
43,777,417 downloads last month

Enhanced Analysis
Educational Contributors: a.joly@ulg.ac.be vanderplas@astro.washington.edu bh00038@cvplws63.eps.surrey.ac.uk ha258@cornell.edu satra@mit.edu zl2480@columbia.edu pinto@alum.mit.edu jz4721@nyu.edu matteo.visconti.gr@dartmouth.edu vighneshbirodkar@nyu.edu robert.l.marchman@dartmouth.edu rs2715@stern.nyu.edu claire.savard@colorado.edu aaaagrawal@iitb.ac.in ihaque@cs.stanford.edu rspeer@mit.edu mluessi@nmr.mgh.harvard.edu amitibo@tx.technion.ac.il ericchang2017@u.northwestern.edu jkarno@seas.upenn.edu minghui.liu@trincoll.edu m.lyra@sussex.ac.uk andrew.knyazev@ucdenver.edu lamb@cs.stanford.edu camilo@neurostat.mit.edu martino.sorbaro@ed.ac.uk t.sheerman-chase@surrey.ac.uk cgohlke@uci.edu batulaa@drexel.edu kcarnold@alum.mit.edu apw@seas.harvard.edu abie@alum.mit.edu rossbar@berkeley.edu alceballosa@unal.edu.co fhoang7@berkeley.edu hechen@seas.upenn.edu stefan@sun.ac.za deepyaman.datta@utexas.edu rebekah.kim@columbia.edu shubham.bhardwaj2015@vit.ac.in slama@berkeley.edu nisingh@wharton.upenn.edu kanikas3@vt.edu jdlabal@stanford.edu kjells@uw.edu markus.loning.17@ucl.ac.uk k_nzw@klis.tsukuba.ac.jp dkirkby@uci.edu balawson@bu.edu c.brummitt@columbia.edu choo8@illinois.edu giorgio.patrini@anu.edu.au shangwuy@andrew.cmu.edu rafael.possas@sydney.edu.au olsonran@msu.edu brian.mcfee@nyu.edu naj273@nyu.edu dgrusak@trinity.edu emd222@cornell.edu voth0@sewanee.edu trishnendu.dd2014@cs.iiests.ac.in apeng@berkeley.edu boucher@cs.umass.edu lunt@ctbp.ucsd.edu bakhbari@mgh.harvard.edu piraka@brandeis.edu neal.lathia@cl.cam.ac.uk razhoshia@post.bgu.ac.il michal.romaniuk06@ic.ac.uk m.batchkarov@sussex.ac.uk lemin@cs.colostate.edu rudvlf0413@korea.ac.kr vredev16@msu.edu raschkas@msu.edu ali.baharev@univie.ac.at a.krasoulis@sms.ed.ac.uk arokem@berkeley.edu gabrielvr@al.insper.edu.br eric.sanchez1234@email.bakersfieldcollege.edu fcchou@stanford.edu rofuyu@cs.utexas.edu glemaitre@visor.udg.edu naoyaiijima@hiroshima-u.ac.jp ayushgup@iitk.ac.in joel@vlan-2666-10-17-16-173.staff.wireless.sydney.edu.au jam7w2@mail.missouri.edu j.hale09@imperial.ac.uk tw991@nyu.edu patel_zeel@iitgn.ac.in vincent.lostanlen@nyu.edu stvjc@channing.harvard.edu ritchieng@u.nus.edu bansalsi@usc.edu rbarnes@umn.edu rrohan@cs.cmu.edu liutong.zhou@columbia.edu mdh386@nyu.edu mlf419@nyu.edu shreyave@usc.edu jin.siy@northeastern.edu samuel_ainsworth@brown.edu cwijes1@lsu.edu wadawson@ucdavis.edu xinyuliu@umich.edu rz258@cornell.edu daniel.mallia21@myhunter.cuny.edu argriffi@ncsu.edu filipj@umich.edu kms15@case.edu sam.dixon@berkeley.edu khong008@e.ntu.edu.sg jnelso11@gmu.edu jclawton@umich.edu jaehyunahn@sogang.ac.kr ijpulidos@unal.edu.co gstupp@scripps.edu justhube@umich.edu noamkeidar@campus.technion.ac.il nityamd@nyu.edu css459@nyu.edu alyee@ucsd.edu andersk@mit.edu dhanus@mit.edu coreylevinson@uchicago.edu cailean.carter@quadram.ac.uk bral4884@colorado.edu dschult@colgate.edu dpwe@ee.columbia.edu dylan.cashman@tufts.edu pawelsendyk@berkeley.edu qzhang90@gatech.edu mhaberla@calpoly.edu saketk@student.unimelb.edu.au eunjikim@dm.snu.ac.kr erinrhof@uw.edu ksivaman@purdue.edu garmstrong@ucsd.edu konstantin.shmelkov@polytechnique.edu e175774@ie.u-ryukyu.ac.jp hermidal@cs.umd.edu jbearer@hmc.edu jmarin@csail.mit.edu
Repository Activity:
Repository Owner: scikit-learn (organization)
Repositories related to the scikit-learn Python machine learning library. Academic
README Analysis:
Science Score: 100/100
Starting Score: 100 points
Bonuses:
  • +2840 Educational commit emails
    142 contributors with educational email addresses
  • +20 Academic repository owner
    Repository owned by academic institution
  • +15 Institutional repository owner
    Repository owned by research institution
  • +6 Science terms in README
    3 scientific terms found in README
Penalties:
  • -10 PyPI ecosystem
    General-purpose ecosystem

Very Likely Science (100)

Papers Mentioning scikit-learn 2,431

10.1038/s41598-021-85514-w
A national survey assessing public readiness for digital health strategies against COVID-19 within the United Kingdom
Cited by: 15
Author(s): Viknesh Sounderajah, Jonathan Clarke, Seema Yalamanchili, Amish Acharya, Sheraz R. Markar, Hutan Ashrafian, Ara Darzi
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-86320-0
Machine learning analysis of pregnancy data enables early identification of a subpopulation of newborns with ASD
Cited by: 23
Author(s): H. Caly, Hamed Rabiei, Perrine Coste-Mazeau, Sebastien Hantz, Sophie Alain, J.-P. Eyraud, Thierry Chianéa, Catherine Caly, David Makowski, Nouchine Hadjikhani, Éric Lemonnier, Yehezkel Ben‐Ari
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-87171-5
Development of machine learning model for diagnostic disease prediction based on laboratory tests
Cited by: 35
Author(s): Dong Jin Park, Min Woo Park, Homin Lee, Young‐Jin Kim, Yeongsic Kim, Young Hoon Park
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-87226-7
Efficient collection of a large number of mutations by mutagenesis of DNA damage response defective animals
Cited by: 3
Author(s): Yutaka Suehiro, Sawako Yoshina, Tomoko Motohashi, Satoru Iwata, Katsufumi Dejima, Shohei Mitani
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-87300-0
Prediction of Streptococcus uberis clinical mastitis treatment success in dairy herds by means of mass spectrometry and machine-learning
Cited by: 3
Author(s): Alexandre Maciel-Guerra, Necati Esener, Katharina Giebel, Daniel Lea, Martin J. Green, Andrew J. Bradley, Tania Dottorini
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-87176-0
Prediction of ambulatory outcome in patients with corona radiata infarction using deep learning
Cited by: 11
Author(s): Jeoung Kun Kim, Yoo Jin Choo, Hyunkwang Shin, Gyu Sang Choi, Hee Jin Lee
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-87035-y
Quantitative structure–activity relationship models for genotoxicity prediction based on combination evaluation strategies for toxicological alternative experiments
Cited by: 2
Author(s): Xiaotong Yang, Zhengbao Zhang, Qing Li, Yongming Cai
Software Mentions: 1
Published: over 5 years ago
10.7554/eLife.67685
Cortical magnification in human visual cortex parallels task performance around the visual field
Cited by: 47
Author(s): Noah C. Benson, Eline R Kupers, Antoine Barbot, Marisa Carrasco, Jonathan Winawer
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-87598-w
Robustness of radiomic features in CT images with different slice thickness, comparing liver tumour and muscle
Cited by: 27
Author(s): L. Escudero Sanchez, Leonardo Rundo, Andrew B. Gill, Matthew Hoare, Eva M. Serrao, Evis Sala
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-87826-3
Machine learning analysis to predict the need for ankle foot orthosis in patients with stroke
Cited by: 11
Author(s): Yoo Jin Choo, Jeoung Kun Kim, Jang Hwan Kim, Hee Jin Lee, Donghwi Park
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-88712-8
Machine learning based models for prediction of subtype diagnosis of primary aldosteronism using blood test
Cited by: 16
Author(s): Hiroki Kaneko, Hironobu Umakoshi, Masatoshi Ogata, Norio Wada, Norifusa Iwahashi, Tazuru Fukumoto, Maki Yokomoto‐Umakoshi, Yoritaka Nakano, Yayoi Matsuda, Takashi Miyazawa, Ryuichi Sakamoto, Yoshihiro Ogawa
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-89359-1
Real-world rogue wave probabilities
Cited by: 16
Author(s): Dion Häfner, Johannes Gemmrich, Markus Jochum
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-89553-1
A retrospective cohort study of 12,306 pediatric COVID-19 patients in the United States
Cited by: 71
Author(s): Vibhu Parcha, Katherine S. Booker, Rajat Kalra, Seth Kuranz, Lorenzo Berra, Garima Arora, Pankaj Arora
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-89690-7
Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy
Cited by: 19
Author(s): Jelena Trajkovic, Francesco Di Gregorio, Francesca Ferri, Chiara Marzi, Stefano Diciotti, Vincenzo Romei
Software Mentions: 1
Published: over 5 years ago
10.7554/eLife.60185
Design issues and solutions for stop-signal data from the Adolescent Brain Cognitive Development (ABCD) study
Cited by: 21
Author(s): Patrick G. Bissett, McKenzie P Hagen, Henry M Jones, Russell A. Poldrack
Software Mentions: 1
Published: over 5 years ago
10.1186/s12859-020-03660-w
A unified framework for packing deformable and non-deformable subcellular structures in crowded cryo-electron tomogram simulation
Cited by: 4
Author(s): Sinuo Liu, Xiaojuan Ban, Xiangrui Zeng, Fengnian Zhao, Yuan Gao, Wenjie Wu, Hong-Pan Zhang, Feiyang Chen, Thomas Hall, Xin Gao, Min Xu
Software Mentions: 1
Published: about 6 years ago
10.1038/s41598-021-89841-w
Elastic transformation of histological slices allows precise co-registration with microCT data sets for a refined virtual histology approach
Cited by: 6
Author(s): Jonas Albers, Angelika Svetlove, Justus Alves, Alexander Kraupner, Francesca Di Lillo, M. Andrea Markus, Giuliana Tromba, Frauke Alves, Christian Dullin
Software Mentions: 1
Published: over 5 years ago
10.1186/s12859-018-2466-x
Using natural language processing and machine learning to identify breast cancer local recurrence
Cited by: 49
Author(s): Zexian Zeng, Sasa Espino, Ankita Roy, Xiaoyü Li, Seema A. Khan, Susan E. Clare, Xia Jiang, Richard E. Neapolitan, Yuan Luo
Software Mentions: 1
Published: almost 8 years ago
10.1038/s41598-021-90642-4
Predictive modeling for peri-implantitis by using machine learning techniques
Cited by: 6
Author(s): Tomoaki Mameno, Masahiro Wada, Kazunori Nozaki, Toyomi Takahashi, Yoshitaka Tsujioka, Suzuna Akema, Daisuke Hasegawa, Kazunori Ikebe
Software Mentions: 1
Published: over 5 years ago
10.1186/s12859-019-3236-0
RNA editing-based classification of diffuse gliomas: predicting isocitrate dehydrogenase mutation and chromosome 1p/19q codeletion
Cited by: 7
Author(s): Sean Chun-Chang Chen, Chung-Ming Lo, Shih Hua Wang, Emily Chia Yu Su
Software Mentions: 1
Published: almost 7 years ago
10.1038/s41598-021-91365-2
Accurate long-range forecasting of COVID-19 mortality in the USA
Cited by: 16
Author(s): Pouria Ramazi, Arezoo Haratian, Maryam Meghdadi, Arash Mari Oriyad, Mark A. Lewis, Zeinab Maleki, Roberto Vega, Hao Wang, David S. Wishart, Russell Greiner
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-93771-y
Feature importance correlation from machine learning indicates functional relationships between proteins and similar compound binding characteristics
Cited by: 13
Author(s): Raquel Rodríguez-Pérez, Jürgen Bajorath
Software Mentions: 1
Published: over 5 years ago
10.1038/s41598-021-93852-y
Characterize traction–separation relation and interfacial imperfections by data-driven machine learning models
Cited by: 11
Author(s): Sanjida Ferdousi, Qiyi Chen, Mehrzad Soltani, Jiadeng Zhu, Pengfei Cao, Wonbong Choi, Rigoberto C. Advíncula, Yijie Jiang
Software Mentions: 1
Published: over 5 years ago
10.1186/s12859-020-03850-6
Investigating the relevance of major signaling pathways in cancer survival using a biologically meaningful deep learning model
Cited by: 13
Author(s): Jiarui Feng, Heming Zhang, Fuhai Li
Software Mentions: 1
Published: almost 6 years ago
10.1038/s41598-021-94940-9
Prediction of treatment outcome in burning mouth syndrome patients using machine learning based on clinical data
Cited by: 0
Author(s): Moon-Jong Kim, Pil-Jong Kim, Hong-Gee Kim, Hong‐Seop Kho
Software Mentions: 1
Published: over 5 years ago
10.3390/s20185447
The Impact Analysis of Land Features to JL1-3B Nighttime Light Data at Parcel Level: Illustrated by the Case of Changchun, China
Cited by: 7
Author(s): Fengyan Wang, Kai Zhou, Mingchang Wang, Qing Wang
Software Mentions: 1
Published: about 6 years ago
10.1186/s12859-019-2958-3
VIST - a Variant-Information Search Tool for precision oncology
Cited by: 7
Author(s): Jurica Ševa, David Luis Wiegandt, Julian Götze, Mario Lamping, Damian Rieke, Reinhold Schäfer, Patrick Jähnichen, Madeleine Kittner, Steffen Pallarz, Johannes Starlinger, Ulrich Keilholz, Ulf Leser
Software Mentions: 1
Published: about 7 years ago
10.3390/s20216019
Analysis of Machine Learning Techniques Applied to Sensory Detection of Vehicles in Intelligent Crosswalks
Cited by: 6
Author(s): José Manuel Lozano Domínguez, Faroq Al-Tam, Tomás de Jesús Mateo Sanguino, N. Correia
Software Mentions: 1
Published: about 6 years ago
10.3390/s20216190
Development of a Mobile Device for Odor Identification and Optimization of Its Measurement Protocol Based on the Free-Hand Measurement
Cited by: 4
Author(s): Gaku Imamura, Genki Yoshikawa
Software Mentions: 1
Published: about 6 years ago
10.7554/eLife.40675
A whole lifespan mouse multi-tissue DNA methylation clock
Cited by: 123
Author(s): Margarita Meer, Dmitriy I. Podolskiy, Alexander Tyshkovskiy, Vadim N. Gladyshev
Software Mentions: 1
Published: almost 8 years ago
10.3390/s20226558
Estimating Surgical Blood Loss Volume Using Continuously Monitored Vital Signs
Cited by: 8
Author(s): Yang Chen, Chengcheng Hong, Michael R. Pinsky, Ting Ma, Gilles Clermont
Software Mentions: 1
Published: almost 6 years ago
10.3390/s20226629
Face Memorization Using AIM Model for Mobile Robot and Its Application to Name Calling Function
Cited by: 0
Author(s): Masahiko Mikawa, Haolin Chen, Makoto Fujisawa
Software Mentions: 1
Published: almost 6 years ago
10.3390/s20247063
Semantic Segmentation of Intralobular and Extralobular Tissue from Liver Scaffold H&E Images
Cited by: 6
Author(s): Miroslav Jiřík, Ivan Gruber, Vladimíra Moulisová, Claudia Schindler, Lenka Červenková, Richard Pálek, Jáchym Rosendorf, Janine Arlt, Lukáš Bolek, J Dejmek, Uta Dahmen, Miloš Železný, Václav Liška
Software Mentions: 1
Published: almost 6 years ago
10.3390/s21010208
Paperboard Coating Detection Based on Full-Stokes Imaging Polarimetry
Cited by: 1
Author(s): Javier Brugés Martelo, Jan Lundgren, Mattias Andersson
Software Mentions: 1
Published: almost 6 years ago
10.3390/s21020336
Online Color Classification System of Solid Wood Flooring Based on Characteristic Features
Cited by: 18
Author(s): Zilong Zhuang, Ying Liu, Fenglong Ding, Zhengguang Wang
Software Mentions: 1
Published: almost 6 years ago
10.3390/s21020340
A Promising Wearable Solution for the Practical and Accurate Monitoring of Low Back Loading in Manual Material Handling
Cited by: 22
Author(s): Emily Matijevich, Péter Völgyesi, Karl E. Zelik
Software Mentions: 1
Published: almost 6 years ago
10.3390/s21020388
An Odor Labeling Convolutional Encoder–Decoder for Odor Sensing in Machine Olfaction
Cited by: 7
Author(s): Tengteng Wen, Zhuofeng Mo, Jingshan Li, Qi Liu, Liming Wu, Dehan Luo
Software Mentions: 1
Published: almost 6 years ago
10.3390/s21020370
A Predictive Multimodal Framework to Alert Caregivers of Problem Behaviors for Children with ASD (PreMAC)
Cited by: 9
Author(s): Zhaobo Zheng, John E. Staubitz, Amy Weitlauf, Johanna L. Staubitz, Marney S. Pollack, Lauren Shibley, Michelle Hopton, William H. Martin, Amy Swanson, Pablo Juárez, Zachary Warren, Nilanjan Sarkar
Software Mentions: 1
Published: almost 6 years ago
10.1080/19768354.2020.1860125
Risk prediction and marker selection in nonsynonymous single nucleotide polymorphisms using whole genome sequencing data
Cited by: 1
Author(s): Young-Sup Lee, Kyeong-Hye Won, Donghyun Shin, Jae-Don Oh
Software Mentions: 1
Published: about 6 years ago
10.3390/s21030832
FPGA Implementation for Odor Identification with Depthwise Separable Convolutional Neural Network
Cited by: 16
Author(s): Zhuofeng Mo, Dehan Luo, Tengteng Wen, Yu Cheng, Xin Li
Software Mentions: 1
Published: almost 6 years ago
10.3390/s21030952
Estimating Sleep Stages Using a Head Acceleration Sensor
Cited by: 5
Author(s): Motoki Yoshihi, Shima Okada, Tianyi Wang, Toshihiro Kitajima, Masaaki Makikawa
Software Mentions: 1
Published: almost 6 years ago
10.3390/s21041046
Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection
Cited by: 10
Author(s): Thijs Becker, Kaat Vandecasteele, Christos Chatzichristos, Wim Van Paesschen, Dirk Valkenborg, Sabine Van Huffel, Maarten De Vos
Software Mentions: 1
Published: almost 6 years ago
10.3390/s21041088
Identification of Multi-Class Drugs Based on Near Infrared Spectroscopy and Bidirectional Generative Adversarial Networks
Cited by: 8
Author(s): Anbing Zheng, Huihua Yang, Xin Pan, Yin Liang, Yan-Chun Feng
Software Mentions: 1
Published: almost 6 years ago
10.1186/s12859-020-3531-9
CRISPRpred(SEQ): a sequence-based method for sgRNA on target activity prediction using traditional machine learning
Cited by: 21
Author(s): Ali Haisam Muhammad Rafid, Md. Toufikuzzaman, M. Sohel Rahman
Software Mentions: 1
Published: over 6 years ago
10.3390/s21041276
New Position Candidate Identification via Clustering toward an Extensible On-Body Smartphone Localization System
Cited by: 1
Author(s): Midori Saito, Kaori Fujinami
Software Mentions: 1
Published: over 5 years ago
10.3390/s21041326
Application of a Low-Cost Electronic Nose for Differentiation between Pathogenic Oomycetes Pythium intermedium and Phytophthora plurivora
Cited by: 16
Author(s): Piotr Borowik, Ludwik Adamowicz, Rafał Tarakowski, Przemysław Wacławik, Tomasz Oszako, Sławomir Ślusarski, Miłosz Tkaczyk
Software Mentions: 1
Published: over 5 years ago
10.3390/s21041339
Robustifying the Deployment of tinyML Models for Autonomous Mini-Vehicles
Cited by: 20
Author(s): Miguel de Prado, Manuele Rusci, Alessandro Capotondi, Romain Donze, Luca Benini, Nuria Pazos
Software Mentions: 1
Published: over 5 years ago
10.7554/eLife.53151
Network dynamics underlying OFF responses in the auditory cortex
Cited by: 14
Author(s): Giulio Bondanelli, Thomas Deneux, Brice Bathellier, Srdjan Ostojic
Software Mentions: 1
Published: over 5 years ago
10.3390/s21051740
Mobility Prediction Using a Weighted Markov Model Based on Mobile User Classification
Cited by: 34
Author(s): Ming Yan, Shuijing Li, Chien Aun Chan, Yinghua Shen, Ying Yu
Software Mentions: 1
Published: over 5 years ago
10.3390/s21061957
Identifying Fall Risk Predictors by Monitoring Daily Activities at Home Using a Depth Sensor Coupled to Machine Learning Algorithms
Cited by: 12
Author(s): Amandine Dubois, Titus Bihl, Jean‐Pierre Bresciani
Software Mentions: 1
Published: over 5 years ago
10.3390/s21061994
Distinguishing Planting Structures of Different Complexity from UAV Multispectral Images
Cited by: 10
Author(s): Qi Ma, Wenting Han, Shenjin Huang, Sining Dong, Guang Li, Haipeng Chen
Software Mentions: 1
Published: over 5 years ago
10.3390/s21072298
Prediction of Fruity Aroma Intensity and Defect Presence in Virgin Olive Oil Using an Electronic Nose
Cited by: 17
Author(s): Pablo Cano Marchal, Chiara Sanmartin, S. Satorres Martínez, Juan Gómez Ortega, Fabio Mencarelli, Javier Gámez García
Software Mentions: 1
Published: over 5 years ago
10.3390/s21072293
Hyperspectral Classification of Blood-Like Substances Using Machine Learning Methods Combined with Genetic Algorithms in Transductive and Inductive Scenarios
Cited by: 3
Author(s): F.M. Palka, Wojciech Książek, Paweł Pławiak, Michał Romaszewski, Kamil Książek
Software Mentions: 1
Published: over 5 years ago
10.3390/s21082647
High-Accuracy Guide Star Catalogue Generation with a Machine Learning Classification Algorithm
Cited by: 4
Author(s): Jianming Zhang, Junxiang Lian, Zhaoxiang Yi, Shuwang Yang, Ying Shan
Software Mentions: 1
Published: over 5 years ago
10.1007/s00216-021-03179-w
Spatially aware clustering of ion images in mass spectrometry imaging data using deep learning
Cited by: 16
Author(s): Wanqiu Zhang, Marc Claesen, Thomas Moerman, M. Reid Groseclose, Etienne Waelkens, Bart De Moor, Nico Verbeeck
Software Mentions: 1
Published: over 5 years ago
10.3390/s21082849
Evolutionary Algorithm for Improving Decision Tree with Global Discretization in Manufacturing
Cited by: 7
Author(s): Sungbum Jun
Software Mentions: 1
Published: over 5 years ago
10.3390/s21092979
Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting
Cited by: 12
Author(s): Manuel López-Martín, Antonio Sánchez-Esguevillas, Luís Hernández-Callejo, Juan Ignacio Arribas, Belén Carro
Software Mentions: 1
Published: over 5 years ago
10.3390/s21093012
A Survey of Spoofer Detection Techniques via Radio Frequency Fingerprinting with Focus on the GNSS Pre-Correlation Sampled Data
Cited by: 7
Author(s): Wenbo Wang, Inmaculada Sánchez, Gianluca Caparra, Andy McKeown, T. Whitworth, Elena Simona Lohan
Software Mentions: 1
Published: over 5 years ago
10.3390/s21103338
Developing Relative Humidity and Temperature Corrections for Low-Cost Sensors Using Machine Learning
Cited by: 12
Author(s): Ivan Vajs, Dejan Drajić, Nenad Gligorić, Ilija Radovanović, Ivan Popović
Software Mentions: 1
Published: over 5 years ago
10.1186/s13195-020-00715-1
Combination of snapshot hyperspectral retinal imaging and optical coherence tomography to identify Alzheimer’s disease patients
Cited by: 21
Author(s): Sophie Lemmens, Toon Van Craenendonck, Jan Van Eijgen, Lies De Groef, Rose Bruffaerts, Danilo Andrade De Jesus, Wouter Charle, Murali Jayapala, Gordana Sunaric-Mégevand, Arnout Standaert, Jan Theunis, Karel Van Keer, Mathieu Vandenbulcke, Lieve Moons, Rik Vandenberghe, Patrick De Boever, Ingeborg Stalmans
Software Mentions: 1
Published: almost 6 years ago
10.3390/s21124212
A Framework for Continuous Authentication Based on Touch Dynamics Biometrics for Mobile Banking Applications
Cited by: 8
Author(s): Priscila Morais Argôlo Bonfim Estrela, Robson de Oliveira Albuquerque, Dino Macedo Amaral, William Ferreira Giozza, Rafael Timóteo de Sousa Júnior
Software Mentions: 1
Published: over 5 years ago
10.3390/s21124205
A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards
Cited by: 25
Author(s): Christian Knaak, Jakob von Eßen, Moritz Kröger, Frederic Schulze, Peter Abels, Arnold Gillner
Software Mentions: 1
Published: over 5 years ago
10.3390/s21134605
Received Signal Strength Fingerprinting-Based Indoor Location Estimation Employing Machine Learning
Cited by: 24
Author(s): Ladislav Polák, Stanislav Rozum, Martin Slanina, Tomáš Bravenec, Tomáš Fryza, Aggelos Pikrakis
Software Mentions: 1
Published: over 5 years ago
10.1186/s12859-017-1817-3
Segmentation and classification of two-channel C. elegans nucleus-labeled fluorescence images
Cited by: 7
Author(s): Mengdi Zhao, Jie An, Haiwen Li, Jiazhi Zhang, Shang-Tong Li, Xuemei Li, Meng‐Qiu Dong, Heng Mao, Louis Tao
Software Mentions: 1
Published: about 9 years ago
10.1186/s13195-021-00826-3
Artificial intelligence-based computational framework for drug-target prioritization and inference of novel repositionable drugs for Alzheimer’s disease
Cited by: 23
Author(s): Shingo Tsuji, Takeshi Hase, Ayako Yachie‐Kinoshita, Taiko Nishino, Samik Ghosh, Masataka Kikuchi, Kuniyasu Shimokawa, Hiroyuki Aburatani, Hiroaki Kitano, Hiroshi Tanaka
Software Mentions: 1
Published: over 5 years ago
10.3390/s21134328
Crop Classification Based on Red Edge Features Analysis of GF-6 WFV Data
Cited by: 21
Author(s): Yupeng Kang, Qingyan Meng, Miao Liu, Youfeng Zou, Xuemiao Wang
Software Mentions: 1
Published: over 5 years ago
10.7554/eLife.68980
Decoding the brain state-dependent relationship between pupil dynamics and resting state fMRI signal fluctuation
Cited by: 9
Author(s): Filip Sobczak, Patricia Pais‐Roldán, Kengo Takahashi, Xin Yu
Software Mentions: 1
Published: about 5 years ago
10.7554/eLife.62514
Molecular mechanism for direct actin force-sensing by α-catenin
Cited by: 54
Author(s): Lin Mei, Santiago Espinosa de los Reyes, Matthew J. Reynolds, Rachel Leicher, Shixin Liu, Gregory M. Alushin
Software Mentions: 1
Published: about 6 years ago
10.3390/s21144716
Application of Machine Learning for Fenceline Monitoring of Odor Classes and Concentrations at a Wastewater Treatment Plant
Cited by: 12
Author(s): Federico Cangialosi, Edoardo Bruno, Gabriella De Santis
Software Mentions: 1
Published: over 5 years ago
10.3390/s21144929
Crack Detection in Images of Masonry Using CNNs
Cited by: 12
Author(s): Mitchell J. Hallee, Rebecca Napolitano, Wesley F. Reinhart, Branko Glišić
Software Mentions: 1
Published: over 5 years ago
10.1186/s13195-021-00886-5
Predicting progression and cognitive decline in amyloid-positive patients with Alzheimer’s disease
Cited by: 10
Author(s): Hákon Valur Dansson, Lena Stempfle, Hildur Egilsdóttir, Alexander Schliep, Erik Portelius, Kaj Blennow, Henrik Zetterberg, Fredrik Johansson
Software Mentions: 1
Published: about 5 years ago
10.3390/s21155234
Forecasting of Typhoon-Induced Wind-Wave by Using Convolutional Deep Learning on Fused Data of Remote Sensing and Ground Measurements
Cited by: 9
Author(s): Chih-Chiang Wei, Hao‐Chun Chang
Software Mentions: 1
Published: over 5 years ago
10.3390/s21165595
Use of Hyperspectral Imaging for the Quantification of Organic Contaminants on Copper Surfaces for Electronic Applications
Cited by: 2
Author(s): Tim Englert, Florian Gruber, Jan Stiedl, Simon Green, Timo Jacob, Karsten Rebner, Wulf Grählert
Software Mentions: 1
Published: about 5 years ago
10.3390/s21175868
Development of a Low-Cost Electronic Nose for Detection of Pathogenic Fungi and Applying It to Fusarium oxysporum and Rhizoctonia solani
Cited by: 13
Author(s): Piotr Borowik, Ludwik Adamowicz, Rafał Tarakowski, Przemysław Wacławik, Tomasz Oszako, Sławomir Ślusarski, Miłosz Tkaczyk
Software Mentions: 1
Published: about 5 years ago
10.3390/s21175694
CAPformer: Pedestrian Crossing Action Prediction Using Transformer
Cited by: 11
Author(s): Javier Lorenzo, Ignacio Parra Alonso, Rubén Izquierdo, Augusto Luis Ballardini, Ana Jesús Hernández, David Fernández Llorca, Miguel Ángel Sotelo
Software Mentions: 1
Published: about 5 years ago
10.3390/s21175923
Object Positioning Algorithm Based on Multidimensional Scaling and Optimization for Synthetic Gesture Data Generation
Cited by: 2
Author(s): Borja Saez-Mingorance, Antonio Escobar-Molero, Javier Mèndez, Encarnación Castillo, Diego P. Morales
Software Mentions: 1
Published: about 5 years ago
10.1186/s13015-021-00197-2
A novel method for inference of acyclic chemical compounds with bounded branch-height based on artificial neural networks and integer programming
Cited by: 4
Author(s): Naveed Ahmed Azam, Jianshen Zhu, Yanming Sun, Yu Shi, Aleksandar Shurbevski, Liang Zhao, Hiroshi Nagamochi, Tatsuya Akutsu
Software Mentions: 1
Published: about 5 years ago
10.3390/s21186229
A Cost-Effective CNN-LSTM-Based Solution for Predicting Faulty Remote Water Meter Reading Devices in AMI Systems
Cited by: 4
Author(s): Jaeseung Lee, Woojin Choi, Jibum Kim
Software Mentions: 1
Published: about 5 years ago
10.1186/s12859-021-04291-5
Feature selection for RNA cleavage efficiency at specific sites using the LASSO regression model in Arabidopsis thaliana
Cited by: 11
Author(s): Daishin Ueno, Harunori Kawabe, Satoshi Yamasaki, Taku Demura, Ko Kato
Software Mentions: 1
Published: over 5 years ago
10.1016/j.str.2018.01.016
Disease Variants of FGFR3 Reveal Molecular Basis for the Recognition and Additional Roles for Cdc37 in Hsp90 Chaperone System
Cited by: 13
Author(s): Tom D. Bunney, Alison J. Inglis, Domenico Sanfelice, Brendan Farrell, Christopher J. Kerr, Gary S. Thompson, Glenn R. Masson, N. Thiyagarajan, Dmitri I. Svergun, Roger L. Williams, Alexander L. Breeze, Matilda Katan
Software Mentions: 1
Published: over 8 years ago
10.1186/s13643-021-01640-6
Iterative guided machine learning-assisted systematic literature reviews: a diabetes case study
Cited by: 7
Author(s): John Zimmerman, Robin Soler, James Lavinder, Murphy Sarah, Charisma Y. Atkins, LaShonda R. Hulbert, Richard Lusk, Boon Peng Ng
Software Mentions: 1
Published: over 5 years ago
10.7554/eLife.63035
Canonical goal-selective representations are absent from prefrontal cortex in a spatial working memory task requiring behavioral flexibility
Cited by: 13
Author(s): Claudia Böhm, Albert K. Lee
Software Mentions: 1
Published: almost 6 years ago
10.3390/toxins11060346
Recombinant Antibodies against Mycolactone
Cited by: 8
Author(s): L. Naranjo, Fortunato Ferrara, Nicolas Blanchard, Caroline Demangel, Sara D’Angelo, Andre A. Teixera, Andrew Bradbury
Software Mentions: 1
Published: over 7 years ago
10.1038/s41398-018-0098-6
Brain-specific functional relationship networks inform autism spectrum disorder gene prediction
Cited by: 45
Author(s): Marlena Duda, Hongjiu Zhang, Hongdong Li, Dennis P. Wall, Margit Burmeister, Yuanfang Guan
Software Mentions: 1
Published: over 8 years ago
10.1038/s41398-020-0684-2
Development of an early-warning system for high-risk patients for suicide attempt using deep learning and electronic health records
Cited by: 48
Author(s): Le Zheng, Oliver Wang, Shiying Hao, Chengyin Ye, Modi Liu, Minjie Xia, Alex N. Sabo, Liliana Markovic, Frank Stearns, Laura Kanov, Karl G. Sylvester, Eric Widen, Doff B. McElhinney, Wei Zhang, Jiayu Liao, Xuefeng B. Ling
Software Mentions: 1
Published: over 6 years ago
10.1371/journal.pcbi.1008207
A genotype imputation method for de-identified haplotype reference information by using recurrent neural network
Cited by: 9
Author(s): Kazuyuki Kojima, Shu Tadaka, Fumiki Katsuoka, Gen Tamiya, Masayuki Yamamoto, Kengo Kinoshita
Software Mentions: 1
Published: about 6 years ago
10.1371/journal.pcbi.1005286
Decoding Single Molecule Time Traces with Dynamic Disorder
Cited by: 2
Author(s): Wonseok Hwang, Il Buem Lee, Seok Cheol Hong, Changbong Hyeon
Software Mentions: 1
Published: almost 10 years ago
10.1038/s41398-020-00867-6
Daily estimates of clinical severity of symptoms in bipolar disorder from smartphone-based self-assessments
Cited by: 10
Author(s): Jonas Busk, Maria Faurholt‐Jepsen, Mads Frost, Jakob E. Bardram, Lars Vedel Kessing, Ole Winther
Software Mentions: 1
Published: over 6 years ago
10.1371/journal.pcbi.1008100
Local field potentials in a pre-motor region predict learned vocal sequences
Cited by: 4
Author(s): Daril E. Brown, Jairo Ismahar Chavez, Derek Hung Nguyen, Adam Kadwory, Bradley Voytek, Ezequiel M. Arneodo, Timothy Q. Gentner, Vikash Gilja
Software Mentions: 1
Published: about 5 years ago
10.1371/journal.pcbi.1008184
Machine learning assisted intraoperative assessment of brain tumor margins using HRMAS NMR spectroscopy
Cited by: 12
Author(s): Doruk Cakmakci, Emin Onur Karakaslar, Elisa Ruhland, Marie‐Pierre Chenard, F. Proust, Martial Piotto, Izzie Jacques Namer, A. Ercüment Çiçek
Software Mentions: 1
Published: almost 6 years ago
10.1371/journal.pcbi.1005819
Improving virtual screening of G protein-coupled receptors via ligand-directed modeling
Cited by: 8
Author(s): Thomas Coudrat, John Simms, Arthur Christopoulos, Denise Wootten, Patrick M. Sexton
Software Mentions: 1
Published: almost 9 years ago
10.1371/journal.pcbi.1007879
Towards a data-driven characterization of behavioral changes induced by the seasonal flu
Cited by: 22
Author(s): Nicolò Gozzi, Daniela Perrotta, Daniela Paolotti, Nicola Perra
Software Mentions: 1
Published: over 6 years ago
10.1371/journal.pone.0255748
Regional performance variation in external validation of four prediction models for severity of COVID-19 at hospital admission: An observational multi-centre cohort study
Cited by: 2
Author(s): Kristin Wickstrøm, Valeria Vitelli, Ewan Carr, Aleksander Rygh Holten, Rebecca Bendayan, Andrew H. Reiner, Daniel Bean, Thomas Searle, Anthony Shek, Željko Kraljević, James Teo, Richard Dobson, Kristian Tonby, Alvaro Köhn‐Luque, E Amundsen
Software Mentions: 1
Published: about 5 years ago
10.1371/journal.pcbi.1006801
Allosteric mechanism of the circadian protein Vivid resolved through Markov state model and machine learning analysis
Cited by: 18
Author(s): Haoming Zhou, Zheng Dong, Gennady M. Verkhivker, Brian D. Zoltowski, Peng Tao
Software Mentions: 1
Published: over 7 years ago
10.1371/journal.pcbi.1005938
Across-subjects classification of stimulus modality from human MEG high frequency activity
Cited by: 20
Author(s): Britta U. Westner, Sarang S. Dalal, Simon Hanslmayr, Tobias Staudigl
Software Mentions: 1
Published: over 8 years ago
10.1371/journal.pcbi.1005219
Computational Discovery of Putative Leads for Drug Repositioning through Drug-Target Interaction Prediction
Cited by: 27
Author(s): Edgar D. Coelho, Joel P. Arrais, José Luís Oliveira
Software Mentions: 1
Published: almost 10 years ago
10.1371/journal.pcbi.1008764
Extracellular matrix density regulates the formation of tumour spheroids through cell migration
Cited by: 25
Author(s): Inês G. Gonçalves, José Manuel García Aznar
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pcbi.1007544
Nonlinear mixed selectivity supports reliable neural computation
Cited by: 43
Author(s): W. Jeffrey Johnston, Stéphanie Palmer, David J. Freedman
Software Mentions: 1
Published: over 6 years ago
10.1371/journal.pcbi.1008898
Machine learning-based investigation of the cancer protein secretory pathway
Cited by: 5
Author(s): Rasool Saghaleyni, Azam Sheikh Muhammad, Pramod Bangalore, Jens Nielsen, Jonathan L. Robinson
Software Mentions: 1
Published: over 5 years ago
10.1371/journal.pcbi.1005939
Interactions between species introduce spurious associations in microbiome studies
Cited by: 28
Author(s): Rajita Menon, Vivek Ramanan, Kirill S. Korolev
Software Mentions: 1
Published: almost 9 years ago