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 2 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

10.3390/s19132899
Real-Time User Identification and Behavior Prediction Based on Foot-Pad Recognition
Cited by: 9
Author(s): Kuk Ho Heo, Seonhyang Jeong, Soon Ju Kang
Software Mentions: 1
Published: over 6 years ago
10.3390/s19143174
A Machine-Learning Approach to Distinguish Passengers and Drivers Reading While Driving
Cited by: 19
Author(s): Renato Hidaka Torres, Orlando Shigueo Ohashi, Gustavo Pessin
Software Mentions: 1
Published: over 6 years ago
10.3390/s19153378
A Data-Based Framework for Identifying a Source Location of a Contaminant Spill in a River System with Random Measurement Errors
Cited by: 2
Author(s): Jun Hyeong Kim, Mi Lim Lee, Chuljin Park
Software Mentions: 1
Published: over 6 years ago
10.3390/s19153420
Blood Pressure Estimation from Photoplethysmogram Using a Spectro-Temporal Deep Neural Network
Cited by: 173
Author(s): Gašper Slapničar, Nejc Mlakar, Mitja Luštrek
Software Mentions: 1
Published: over 6 years ago
10.3390/s19163491
Practical Considerations for Accuracy Evaluation in Sensor-Based Machine Learning and Deep Learning
Cited by: 12
Author(s): Issam Hammad, Kamal El‐Sankary
Software Mentions: 1
Published: about 6 years ago
10.3390/s19194145
An Efficient and Robust Unsupervised Anomaly Detection Method Using Ensemble Random Projection in Surveillance Videos
Cited by: 19
Author(s): Jingtao Hu, En Zhu, Siqi Wang, Xinwang Liu, Xifeng Guo, Jianping Yin
Software Mentions: 1
Published: about 6 years ago
10.3390/s19214613
Identification of Bicycling Periods Using the MicroPEM Personal Exposure Monitor
Cited by: 9
Author(s): Robert Chew, Jonathan Thornburg, Darby Jack, Curran J. Smith, Qiang Yang, S. N. Chillrud
Software Mentions: 1
Published: about 6 years ago
10.3390/s19225026
A Quantitative Comparison of Overlapping and Non-Overlapping Sliding Windows for Human Activity Recognition Using Inertial Sensors
Cited by: 61
Author(s): Akbar Dehghani, O. Sarbishei, Tristan Glatard, Emad Shihab
Software Mentions: 1
Published: almost 6 years ago
10.3390/s19224882
QUADRIVEN: A Framework for Qualitative Taxi Demand Prediction Based on Time-Variant Online Social Network Data Analysis
Cited by: 9
Author(s): Fernando Terroso-Sáenz, Andrés Muñoz, José M. Cecilia
Software Mentions: 1
Published: almost 6 years ago
10.3390/s19224893
A Semi-Automated Object-Based Gully Networks Detection Using Different Machine Learning Models: A Case Study of Bowen Catchment, Queensland, Australia
Cited by: 56
Author(s): Hejar Shahabi, Ben Jarihani, Sepideh Tavakkoli Piralilou, David J. Chittleborough, Mohammadtaghi Avand, Omid Ghorbanzadeh
Software Mentions: 1
Published: almost 6 years ago
10.3390/s20010039
Physical Workload Tracking Using Human Activity Recognition with Wearable Devices
Cited by: 28
Author(s): José Manjarrés, Pedro Narváez, Kelly Gasser, Winston S. Percybrooks, Mauricio Pardo
Software Mentions: 1
Published: almost 6 years ago
10.3390/s20010183
A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition
Cited by: 147
Author(s): Mustaqeem, Soonil Kwon
Software Mentions: 1
Published: almost 6 years ago
10.3390/s20020496
An Investigation of Various Machine and Deep Learning Techniques Applied in Automatic Fear Level Detection and Acrophobia Virtual Therapy
Cited by: 39
Author(s): Oana Bălan, Gabriela Moise, Alin Moldoveanu, Marius Leordeanu, Florica Moldoveanu
Software Mentions: 1
Published: almost 6 years ago
10.3390/s20030778
Feature Selection for Machine Learning Based Step Length Estimation Algorithms
Cited by: 8
Author(s): Stef Vandermeeren, Herwig Bruneel, Heidi Steendam
Software Mentions: 1
Published: almost 6 years ago
10.3390/s20051415
Development of Invisible Sensors and a Machine-Learning-Based Recognition System Used for Early Prediction of Discontinuous Bed-Leaving Behavior Patterns
Cited by: 2
Author(s): Hirokazu Madokoro, Kazuhisa Nakasho, Nobuhiro Shimoi, Hanwool Woo, Kazuhito Sato
Software Mentions: 1
Published: over 5 years ago
10.3390/s20061707
Visual Analysis of Odor Interaction Based on Support Vector Regression Method
Cited by: 5
Author(s): Luchun Yan, Chuandong Wu, Jiemin Liu
Software Mentions: 1
Published: over 5 years ago
10.3390/s20061772
Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation
Cited by: 29
Author(s): Seung-Won Jung, Jihoon Moon, Sungwoo Park, Seungmin Rho, Sung Wook Baik, Eenjun Hwang
Software Mentions: 1
Published: over 5 years ago
10.3390/s20072027
Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice
Cited by: 17
Author(s): Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Miranda M. Lim, Nikil Dutt, Amir M. Rahmani, Hung Cao
Software Mentions: 1
Published: over 5 years ago
10.3390/s20072125
A Method for Chlorophyll-a and Suspended Solids Prediction through Remote Sensing and Machine Learning
Cited by: 41
Author(s): Lucas Silveira Kupssinskü, Tainá Thomassim Guimarães, Eniuce Menezes de Souza, Daniel Capella Zanotta, Maurício Roberto Veronez, Luiz Gonzaga, Frederico Fábio Mauad
Software Mentions: 1
Published: over 5 years ago
10.3390/s20082344
Automatic Anomaly Detection on In-Production Manufacturing Machines Using Statistical Learning Methods
Cited by: 27
Author(s): Federico Pittino, Michael Puggl, Thomas Moldaschl, Christina Hirschl
Software Mentions: 1
Published: over 5 years ago
10.3390/s20092613
A Machine Learning-based Algorithm for Water Network Contamination Source Localization
Cited by: 11
Author(s): Luka Grbčić, Ivana Lučin, Lado Kranjčević, Siniša Družeta
Software Mentions: 1
Published: over 5 years ago
10.3390/s20092694
Prediction of Visual Memorability with EEG Signals: A Comparative Study
Cited by: 4
Author(s): Sang-Yeong Jo, Jinwoo Jeong
Software Mentions: 1
Published: over 5 years ago
10.3390/s20092458
A Novel Fault Diagnosis Approach for Chillers Based on 1-D Convolutional Neural Network and Gated Recurrent Unit
Cited by: 33
Author(s): Zhuozheng Wang, Yuan Dong, Wei Liu, Zhuo Ma
Software Mentions: 1
Published: over 5 years ago
10.3390/s20092523
Correlation between Indoor Environmental Data and Biometric Parameters for the Impact Assessment of a Living Wall in a ZEB Lab
Cited by: 8
Author(s): Francesco Salamone, Benedetta Barozzi, Ludovico Danza, Matteo Ghellere, Italo Meroni
Software Mentions: 1
Published: over 5 years ago
10.3390/s20102920
Data Improvement Model Based on ECG Biometric for User Authentication and Identification
Cited by: 17
Author(s): Alex Barros, Paulo Resque, João Aristides Tomaz de Almeida, Renato Mota, Helder Oliveira, Denis Rosário, Eduardo Cerqueira
Software Mentions: 1
Published: over 5 years ago
10.3390/s20102953
Unsupervised Action Proposals Using Support Vector Classifiers for Online Video Processing
Cited by: 2
Author(s): Marcos Baptista Rios, Roberto J. López-Sastre, Francisco Javier Acevedo-Rodríguez, P. Martin-Martin, Saturnino Maldonado-Bascón
Software Mentions: 1
Published: over 5 years ago
10.3390/s20113128
A Multimodal, Adjustable Sensitivity, Digital 3-Axis Skin Sensor Module
Cited by: 6
Author(s): Alexis C. Holgado, Tito Pradhono Tomo, Sophon Somlor, Shigeki Sugano
Software Mentions: 1
Published: over 5 years ago
10.3390/s20123542
Odor Detection Using an E-Nose With a Reduced Sensor Array
Cited by: 27
Author(s): Piotr Borowik, Ludwik Adamowicz, Rafał Tarakowski, Krzysztof Siwek, Tomasz Grzywacz
Software Mentions: 1
Published: over 5 years ago
10.3390/s20123485
Prediction of Body Weight of a Person Lying on a Smart Mat in Nonrestraint and Unconsciousness Conditions
Cited by: 7
Author(s): Tae‐Hwan Kim, Youn-Sik Hong
Software Mentions: 1
Published: over 5 years ago
10.3390/s20143845
Forecasting the Concentration of Particulate Matter in the Seoul Metropolitan Area Using a Gaussian Process Model
Cited by: 7
Author(s): Ju-Seog Jang, Seungjae Shin, Hyunjin Lee, Il‐Chul Moon
Software Mentions: 1
Published: over 5 years ago
10.3390/s20174800
Unsupervised Monitoring Vegetation after the Closure of an Ore Processing Site with Multi-Temporal Optical Remote Sensing
Cited by: 10
Author(s): Sophie Fabre, Rollin Gimenez, Arnaud Elger, Thomas Rivière
Software Mentions: 1
Published: about 5 years ago
10.3390/s20174915
Fast Detection of Olive Trees Affected by Xylella Fastidiosa from UAVs Using Multispectral Imaging
Cited by: 35
Author(s): Attilio Di Nisio, Francesco Adamo, G. Acciani, Filippo Attivissimo
Software Mentions: 1
Published: about 5 years ago
10.3390/s20174904
Facial Muscle Activity Recognition with Reconfigurable Differential Stethoscope-Microphones
Cited by: 4
Author(s): Hymalai Bello, Bo Zhou, Paul Lukowicz
Software Mentions: 1
Published: about 5 years ago
10.3390/s20174833
Using Machine Learning to Train a Wearable Device for Measuring Students’ Cognitive Load during Problem-Solving Activities Based on Electrodermal Activity, Body Temperature, and Heart Rate: Development of a Cognitive Load Tracker for Both Personal and Classroom Use
Cited by: 17
Author(s): William L. Romine, Noah L. Schroeder, Josephine Graft, Fan Yang, Reza Sadeghi, Mahdieh Zabihimayvan, Dipesh Kadariya, Tanvi Banerjee
Software Mentions: 1
Published: about 5 years ago
10.3390/s20185212
Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features
Cited by: 82
Author(s): Anvarjon Tursunov, Mustaqeem, Soonil Kwon
Software Mentions: 1
Published: about 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 5 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 5 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 5 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 5 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 5 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 5 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 5 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 5 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 5 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 5 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 5 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 5 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 5 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: over 4 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: over 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 4 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 7 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 4 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 6 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 7 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 5 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 5 years ago
10.1038/s41398-020-01045-4
Defining data-driven subgroups of obsessive–compulsive disorder with different treatment responses based on resting-state functional connectivity
Cited by: 14
Author(s): Seo‐Young Kwak, Minah Kim, Taekwan Kim, Yoobin Kwak, Sae-Sook Oh, Silvia Kyungjin Lho, Sun Young Moon, Tae Young Lee, Jun Soo Kwon
Software Mentions: 1
Published: about 5 years ago
10.1128/mBio.00915-18
Candida albicans-Induced Epithelial Damage Mediates Translocation through Intestinal Barriers
Cited by: 118
Author(s): Stefanie Allert, Toni M. Förster, Carl-Magnus Svensson, Jonathan P. Richardson, Tony Pawlik, Betty Hebecker, Sven Rudolphi, Marc Juraschitz, Martin Schaller, Mariana Blagojevic, Joachim Morschhäuser, Marc Thilo Figge, Ilse D. Jacobsen, Julian R. Naglik, Lydia Kasper, Selene Mogavero, Bernhard Hube
Software Mentions: 1
Published: over 7 years ago
10.1128/mBio.02785-20
Predictive Rules of Efflux Inhibition and Avoidance in Pseudomonas aeruginosa
Cited by: 25
Author(s): Jitender Mehla, Giuliano Malloci, Rachael A. Mansbach, César A. López, Ruslan Tsivkovski, Keith M. Haynes, Inga V. Leus, Sally B. Grindstaff, Robert H. Cascella, Napoleon D’Cunha, Liam Herndon, Nicolas W. Hengartner, Enrico Margiotta, Alessio Atzori, Attilio Vittorio Vargiu, Pedro D. Manrique, John K. Walker, Olga Lomovskaya, Paolo Ruggerone, S. Gnanakaran, Valentin V. Rybenkov, Helen I. Zgurskaya
Software Mentions: 1
Published: over 4 years ago
10.1128/mSystems.00098-16
Individualized Responses of Gut Microbiota to Dietary Intervention Modeled in Humanized Mice
Cited by: 44
Author(s): Samuel A. Smits, Ángela Marcobal, Steven K. Higginbottom, Justin L. Sonnenburg, Purna C. Kashyap
Software Mentions: 1
Published: about 9 years ago
10.1128/mSystems.01013-20
Elucidating the Regulatory Elements for Transcription Termination and Posttranscriptional Processing in the Streptomyces clavuligerus Genome
Cited by: 5
Author(s): Soonkyu Hwang, Namil Lee, Donghui Choe, Yong Jae Lee, Woori Kim, Yu‐Jin Jeong, Suhyung Cho, Jaehyung Kim, Byung-Kwan Cho
Software Mentions: 1
Published: over 4 years ago
10.7554/eLife.34700
Chronic 2P-STED imaging reveals high turnover of dendritic spines in the hippocampus in vivo
Cited by: 124
Author(s): Thomas Pfeiffer, Stefanie Poll, Stéphane Bancelin, Julie Angibaud, Vvg Krishna Inavalli, Kevin Keppler, Manuel Mittag, Martin Fuhrmann, U. Valentin Nägerl
Software Mentions: 1
Published: over 7 years ago
10.7554/eLife.61635
Kinetic sculpting of the seven stripes of the Drosophila even-skipped gene
Cited by: 27
Author(s): Augusto Berrocal, Nicholas C Lammers, Hernán G. García, Michael B. Eisen
Software Mentions: 1
Published: almost 5 years ago
10.7554/eLife.56491
Distinct neuronal populations contribute to trace conditioning and extinction learning in the hippocampal CA1
Cited by: 12
Author(s): Rebecca A. Mount, Sudiksha Sridhar, Kyle Hansen, Ali Ibrahim Mohammed, Moona E Abdulkerim, Robb Kessel, Bobak Nazer, Howard J. Gritton, Xue Han
Software Mentions: 1
Published: over 4 years ago
10.7554/eLife.59697
A convolutional neural network for the prediction and forward design of ribozyme-based gene-control elements
Cited by: 7
Author(s): Calvin M. Schmidt, Christina D. Smolke
Software Mentions: 1
Published: over 4 years ago
10.3390/ijms20081964
mACPpred: A Support Vector Machine-Based Meta-Predictor for Identification of Anticancer Peptides
Cited by: 126
Author(s): Vinothini Boopathi, Sathiyamoorthy Subramaniyam, Adeel Malik, Gwang Lee, Balachandran Manavalan, Deok‐Chun Yang
Software Mentions: 1
Published: over 6 years ago
10.3390/ijms20194855
Prediction Model with High-Performance Constitutive Androstane Receptor (CAR) Using DeepSnap-Deep Learning Approach from the Tox21 10K Compound Library
Cited by: 21
Author(s): Yasunari Matsuzaka, Yoshihiro Uesawa
Software Mentions: 1
Published: about 6 years ago
10.3390/ijms20246276
A Deep Learning Model for Cell Growth Inhibition IC50 Prediction and Its Application for Gastric Cancer Patients
Cited by: 17
Author(s): Minjae Joo, Aron Park, Kyungdoc Kim, Won‐Joon Son, Hyo Sug Lee, Gyutae Lim, Jinhyuk Lee, Dong Hoon Lee, Jungseok An, Jung Ho Kim, Tae-Jin Ahn, Seungyoon Nam
Software Mentions: 1
Published: almost 6 years ago
10.3390/ijms21103455
Iroquois Homeobox Protein 2 Identified as a Potential Biomarker for Parkinson’s Disease
Cited by: 6
Author(s): Hyuna Sim, Jooeun Lee, Hee Min Yoo, Sunwha Cho, Hana Lee, Aruem Baek, Jisun Kim, Hyemyung Seo, Mi‐Na Kweon, Hyung Gun Kim, Young‐Joo Jeon, Mi‐Young Son, Jang Hwan Kim
Software Mentions: 1
Published: over 5 years ago
10.3390/ijms21103585
Similarity-Based Methods and Machine Learning Approaches for Target Prediction in Early Drug Discovery: Performance and Scope
Cited by: 24
Author(s): Neann Mathai, Johannes Kirchmair
Software Mentions: 1
Published: over 5 years ago
10.3390/ijms21155542
Comprehensive Analysis of Applicability Domains of QSPR Models for Chemical Reactions
Cited by: 23
Author(s): Assima Rakhimbekova, Timur Madzhidov, Ramil Nugmanov, Timur Gimadiev, Igor I. Baskin, Alexandre Varnek
Software Mentions: 1
Published: over 5 years ago
10.3390/ijms21155308
Virtual Screening of C. Sativa Constituents for the Identification of Selective Ligands for Cannabinoid Receptor 2
Cited by: 7
Author(s): Mikołaj Mizera, Dorota Latek, Judyta Cielecka‐Piontek
Software Mentions: 1
Published: over 5 years ago
10.3390/ijms21207501
How Machine Learning Methods Helped Find Putative Rye Wax Genes Among GBS Data
Cited by: 3
Author(s): Magdalena Góralska, Jan Bińkowski, Natalia Lenarczyk, Anna Bienias, Agnieszka Grądzielewska, Ilona Czyczyło-Mysza, Kamila Kapłoniak, Stefan Stojałowski, Beata Myśków
Software Mentions: 1
Published: about 5 years ago
10.3390/ijms22136791
Using RNA-Sequencing Data to Examine Tissue-Specific Garlic Microbiomes
Cited by: 7
Author(s): Yeonhwa Jo, Chang–Gi Back, Kook‐Hyung Kim, Hyosub Chu, Jeong Hun Lee, Sang Hyun Moh, Won Kyong Cho
Software Mentions: 1
Published: over 4 years ago
10.3390/ijms22147721
Performance Comparisons of AlexNet and GoogLeNet in Cell Growth Inhibition IC50 Prediction
Cited by: 8
Author(s): Yeeun Lee, Seungyoon Nam
Software Mentions: 1
Published: over 4 years ago
10.3390/ijms22158027
PON-Sol2: Prediction of Effects of Variants on Protein Solubility
Cited by: 9
Author(s): Yang Yang, Lianjie Zeng, Mauno Vihinen
Software Mentions: 1
Published: over 4 years ago