Ecosyste.ms: Papers
An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.
Projects: pypi: sklearn
https://packages.ecosyste.ms/registries/pypi.org/packages/sklearn
deprecated sklearn package, use scikit-learn instead
8 versions
Latest release: about 1 year ago
951 dependent packages
5,053,946 downloads last month
Papers Mentioning sklearn 559
10.1038/s41598-021-84336-0
Bayesian Optimization of Bose-Einstein CondensatesCited by: 3
Author(s): Tamil Arasan Bakthavatchalam, S. Ramamoorthy, Malaikannan Sankarasubbu, R. Radha, Shanmuganathan Venkatesan
Software Mentions: 1
Published: over 3 years ago
10.1186/s12859-018-2520-8
Predicting adverse drug reactions of combined medication from heterogeneous pharmacologic databasesCited by: 17
Author(s): Yi Zheng, Hui Peng, Xiaocai Zhang, Zhixun Zhao, Jie Yin, Jinyan Li
Software Mentions: 1
Published: almost 6 years ago
10.1186/s12859-017-1960-x
Utilizing random Forest QSAR models with optimized parameters for target identification and its application to target-fishing serverCited by: 40
Author(s): Kyoungyeul Lee, Minho Lee, Dongsup Kim
Software Mentions: 1
Published: almost 7 years ago
10.1038/s41598-021-87602-3
Mushroom data creation, curation, and simulation to support classification tasksCited by: 5
Author(s): Dennis Wagner, Dominik Heider, Georges Hattab
Software Mentions: 1
Published: over 3 years ago
10.1186/s12859-018-2101-x
Automatic infection detection based on electronic medical recordsCited by: 20
Author(s): Huaixiao Tou, Guangming Lu, Zhongyu Wei, Xiahai Zhuang, Bo Zhang
Software Mentions: 1
Published: over 6 years ago
10.1038/s41598-021-92559-4
Accurate classification of fresh and charred grape seeds to the varietal level, using machine learning based classification methodCited by: 7
Author(s): Vlad Landa, Yekaterina Shapira, Michal David, Avshalom Karasik, Ehud Weiss, Yuval Reuveni, Elyashiv Drori
Software Mentions: 1
Published: over 3 years ago
10.1186/s12911-020-1111-6
Using predictive process monitoring to assist thrombolytic therapy decision-making for ischemic stroke patientsCited by: 3
Author(s): Haifeng Xu, Jianfei Pang, Xi Yang, Mei Li, Dongsheng Zhao
Software Mentions: 1
Published: over 4 years ago
10.1038/s41598-021-96731-8
Predicting the gender of individuals with tinnitus based on daily life data of the TrackYourTinnitus mHealth platformCited by: 4
Author(s): Johannes Allgaier, Winfried Schlee, Berthold Langguth, Thomas Probst, Rüdiger Pryss
Software Mentions: 1
Published: about 3 years ago
10.3390/s17061318
An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization MechanismsCited by: 36
Author(s): Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo-Rocca, Luis Orozco-Barbosa, Ismael García-Varea
Software Mentions: 1
Published: over 7 years ago
10.3390/s18010179
A Continuous Identity Authentication Scheme Based on Physiological and Behavioral CharacteristicsCited by: 36
Author(s): Guannan Wu, Jian Wang, Yongrong Zhang, Shuai Jiang
Software Mentions: 1
Published: almost 7 years ago
10.3390/s18124112
LSTM-Guided Coaching Assistant for Table Tennis PracticeCited by: 27
Author(s): Se-Min Lim, Hyeong-Cheol Oh, Jae-In Kim, Ju-Won Lee, Jooyoung Park
Software Mentions: 1
Published: almost 6 years ago
10.1186/s12911-021-01402-3
Prediction of adverse drug reactions based on knowledge graph embeddingCited by: 25
Author(s): Fei Zhang, Bo Sun, Xiaolin Diao, Zhao Wang, Ting Shu
Software Mentions: 1
Published: almost 4 years ago
10.3390/s19081824
Inspection of Aircraft Wing Panels Using Unmanned Aerial VehiclesCited by: 11
Author(s): Vasileios Tzitzilonis, Konstantinos Malandrakis, Luca Zanotti Fragonara, Jose Angel Gonzalez Domingo, Nicolas P. Avdelidis, Antonios Tsourdos, Kevin Förster
Software Mentions: 1
Published: over 5 years ago
10.3390/s19102350
ECG Signal as Robust and Reliable Biometric Marker: Datasets and Algorithms ComparisonCited by: 21
Author(s): Mariusz Pelc, Yuriy Khoma, Volodymyr Khoma
Software Mentions: 1
Published: over 5 years ago
10.2196/19133
Social Reminiscence in Older Adults’ Everyday Conversations: Automated Detection Using Natural Language Processing and Machine LearningCited by: 15
Author(s): Andrea Ferrario, Burcu Demiray, Kristina Yordanova, Minxia Luo, Mike Martin
Software Mentions: 1
Published: about 4 years ago
10.3390/s20030718
Wearable Emotion Recognition Using Heart Rate Data from a Smart BraceletCited by: 76
Author(s): Lin Shu, Yang Yu, Wenzhuo Chen, Haoqiang Hua, Qin Li, Jin Jian-xiu, Xiangmin Xu
Software Mentions: 1
Published: almost 5 years ago
10.3390/s20030911
Applying Deep Learning to Continuous Bridge Deflection Detected by Fiber Optic Gyroscope for Damage DetectionCited by: 21
Author(s): Sheng Li, Xiang Zuo, Zhengying Li, Honghai Wang
Software Mentions: 1
Published: over 4 years ago
10.3390/s20041208
Using Domain Knowledge for Interpretable and Competitive Multi-Class Human Activity RecognitionCited by: 7
Author(s): Sebastian Scheurer, Salvatore Tedesco, Kenneth N. Brown, Brendan O’Flynn
Software Mentions: 1
Published: over 4 years ago
10.3390/s20041235
A Comprehensive Machine-Learning-Based Software Pipeline to Classify EEG Signals: A Case Study on PNES vs. Control SubjectsCited by: 16
Author(s): Giuseppe Varone, Sara Gasparini, Edoardo Ferlazzo, Michele Ascoli, Giovanbattista Gaspare Tripodi, Chiara Zucco, Barbara Calabrese, Mario Cannataro, Umberto Aguglia
Software Mentions: 1
Published: over 4 years ago
10.1186/s12911-020-01371-z
Hospital acquired pressure injury prediction in surgical critical care patientsCited by: 19
Author(s): Jenny Alderden, Kathryn P. Drake, Andrew Wilson, Jonathan Dimas, Mollie Cummins, Tracey L. Yap
Software Mentions: 1
Published: almost 4 years ago
10.3390/s20102851
Nanoporous Gold as a VOC Sensor, Based on Nanoscale Electrical Phenomena and Convolutional Neural NetworksCited by: 5
Author(s): Timothy Wong, R.C. Newman
Software Mentions: 1
Published: over 4 years ago
10.3390/s20123574
A Nonparametric SVM-Based REM Recapitulation Assisted by Voluntary Sensing Participants under Smart Contracts on BlockchainCited by: 2
Author(s): Seung Bum Park, Won Cheol Lee
Software Mentions: 1
Published: over 4 years ago
10.3390/s20205948
IR-UWB Sensor Based Fall Detection Method Using CNN AlgorithmCited by: 21
Author(s): Taekjin Han, Won Hyoung Kang, Gyunghyun Choi
Software Mentions: 1
Published: about 4 years ago
10.1186/s12880-021-00647-8
Preliminary study on the application of renal ultrasonography radiomics in the classification of glomerulopathyCited by: 7
Author(s): Lijie Zhang, Zhengguang Chen, Luzhao Feng, Guo Li-wei, Li Dong, Jinjin Hai, Kai Qiao, Jian Chen, Bin Yan, Genyang Cheng
Software Mentions: 1
Published: over 3 years ago
10.3390/s20247227
Composite Laminate Delamination Detection Using Transient Thermal Conduction Profiles and Machine Learning Based Data AnalysisCited by: 2
Author(s): David I. Gillespie, Andrew Hamilton, Robert Atkinson, Xavier Bellekens, Craig Michie, Ivan Andonović, Christos Tachtatzis
Software Mentions: 1
Published: almost 4 years ago
10.3390/s21020411
Application of Skeleton Data and Long Short-Term Memory in Action Recognition of Children with Autism Spectrum DisorderCited by: 12
Author(s): Yunkai Zhang, Yinghong Tian, Pingyi Wu, Dongfan Chen
Software Mentions: 1
Published: almost 4 years ago
10.3390/s21020654
Moving the Lab into the Mountains: A Pilot Study of Human Activity Recognition in Unstructured EnvironmentsCited by: 10
Author(s): Brian Russell, Andrew McDaid, William B. Toscano, Patria A. Hume
Software Mentions: 1
Published: almost 4 years ago
10.3390/s21031018
Emotion Recognition Based on Skin Potential Signals with a Portable Wireless DeviceCited by: 14
Author(s): Shuhao Chen, Ke Ji, Haoji Hu, Haoze Kuang, Jianyi Yang, Jikui Luo, Xinhua Chen, Yubo Li
Software Mentions: 1
Published: almost 4 years ago
10.1186/s12920-019-0508-5
NeoMutate: an ensemble machine learning framework for the prediction of somatic mutations in cancerCited by: 30
Author(s): Irantzu Anzar, Angelina Sverchkova, Richard Stratford, Trevor Clancy
Software Mentions: 1
Published: over 5 years ago
10.3390/s21062180
Real-Time Human Detection and Gesture Recognition for On-Board UAV RescueCited by: 41
Author(s): Chang Liu, Tamás Szirányi
Software Mentions: 1
Published: over 3 years ago
10.1186/s12920-020-00869-9
High performance logistic regression for privacy-preserving genome analysisCited by: 26
Author(s): Martine De Cock, Rafael Dowsley, Anderson C. A. Nascimento, Davis Railsback, Jian‐Xin Shen, Ariel Todoki
Software Mentions: 1
Published: almost 4 years ago
10.3390/s21113881
Radar Sensing for Activity Classification in Elderly People Exploiting Micro-Doppler Signatures Using Machine LearningCited by: 25
Author(s): William Taylor, Kia Dashtipour, Syed Aziz Shah, Amir Hussain, Qammer H. Abbasi, Muhammad Ali Imran
Software Mentions: 1
Published: over 3 years ago
10.1186/1471-2164-15-314
EgoNet: identification of human disease ego-network modulesCited by: 23
Author(s): Rendong Yang, Yun Bai, Zhaohui S. Qin, Tianwei Yu
Software Mentions: 1
Published: over 10 years ago
10.3390/s21134618
Machine Learning for the Dynamic Positioning of UAVs for Extended ConnectivityCited by: 3
Author(s): Francisco Oliveira, Miguel Luís, Susana Sargento
Software Mentions: 1
Published: over 3 years ago
10.3390/s21134443
An Enhanced Joint Hilbert Embedding-Based Metric to Support Mocap Data Classification with Preserved InterpretabilityCited by: 4
Author(s): Cristian Kaori Valencia-Marin, Juan Diego Pulgarin-Giraldo, Luisa Fernanda Velásquez-Martínez, Andrés Marino Álvarez-Meza, G. Castellanos-Domínguez
Software Mentions: 1
Published: over 3 years ago
10.3390/s21144838
Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain RecognitionCited by: 13
Author(s): Philip Gouverneur, Frédéric Li, Wacław M. Adamczyk, Tibor M. Szikszay, Kerstin Luedtke, Marcin Grzegorzek
Software Mentions: 1
Published: over 3 years ago
10.3390/s21154956
Real-Time In-Vehicle Air Quality Monitoring System Using Machine Learning Prediction AlgorithmCited by: 12
Author(s): Chew Cheik Goh, Kamarulzaman Kamarudin, Ammar Zakaria, Hiromitsu Nishizaki, Norazan Mohamed Ramli, Xiaoyang Mao, Syed Muhammad Mamduh Syed Zakaria, E. Kanagaraj, Abdul Syafiq Abdull Sukor, Md. Fauzan Elham
Software Mentions: 1
Published: over 3 years ago
10.3390/s21165604
Using Privacy Respecting Sound Analysis to Improve Bluetooth Based Proximity Detection for COVID-19 Exposure Tracing and Social DistancingCited by: 11
Author(s): Gernot Bahle, Vítor Fortes Rey, Sizhen Bian, Hymalai Bello, Paul Lukowicz
Software Mentions: 1
Published: about 3 years ago
10.3390/s21175767
Traffic Accident Data Generation Based on Improved Generative Adversarial NetworksCited by: 3
Author(s): Zhijun Chen, Jingming Zhang, Yishi Zhang, Zihao Huang
Software Mentions: 1
Published: about 3 years ago
10.1186/s12864-018-4919-z
Cancer type prediction based on copy number aberration and chromatin 3D structure with convolutional neural networksCited by: 22
Author(s): Yuhong Yuan, Yi Shi, Xianbin Su, Xin Zou, Qing Luo, David Dagan Feng, Weidong Cai, Ze‐Guang Han
Software Mentions: 1
Published: over 6 years ago
10.1186/s12859-019-3130-9
Extracting a biologically latent space of lung cancer epigenetics with variational autoencodersCited by: 20
Author(s): Zhenxing Wang, Yadong Wang
Software Mentions: 1
Published: about 5 years ago
10.1128/mSystems.01367-20
Projection of Gut Microbiome Pre- and Post-Bariatric Surgery To Predict Surgery OutcomeCited by: 13
Author(s): Meirav Ben Izhak, Adi Eshel, Ruti Cohen, Liora Madar-Shapiro, Hamutal Meiri, Chaim Wachtel, Conrad L. Leung, Edward Messick, Narisra Jongkam, Eli Mavor, Shimon Sapozhnikov, Nitsan Maharshak, Subhi Abu‐Abeid, Avishai Alis, Ilanit Mahler, Aviel Meoded, Shai Meron Eldar, Omry Koren, Yoram Louzoun
Software Mentions: 1
Published: over 3 years ago
10.1155/2021/6438861
MR-Based Radiomics for Differential Diagnosis between Cystic Pituitary Adenoma and Rathke Cleft CystCited by: 2
Author(s): Yanping Wang, Sixuan Chen, Feng Shi, Xiaoqing Cheng, Qiang Xu, Jianrui Li, Song Luo, Pengbo Jiang, Ying Wei, Changsheng Zhou, Lijuan Zheng, Kaiwei Xia, Guangming Lu, Zhiqiang Zhang
Software Mentions: 1
Published: about 3 years ago
10.3390/diagnostics11050804
A Machine Learning Decision Support System (DSS) for Neuroendocrine Tumor Patients Treated with Somatostatin Analog (SSA) TherapyCited by: 5
Author(s): Jasminka Hasić Telalović, Serena Pillozzi, Rachele Fabbri, Alice Laffi, Daniele Lavacchi, Virginia Rossi, Lorenzo Dreoni, Francesca Spada, Nicola Fazio, Amedeo Amedei, Ernesto Iadanza, Lorenzo Antonuzzo
Software Mentions: 1
Published: over 3 years ago
10.1124/dmd.120.000202
Predicting Volume of Distribution in Humans: Performance of In Silico Methods for a Large Set of Structurally Diverse Clinical CompoundsCited by: 17
Author(s): Neha Murad, Kishore Kumar Pasikanti, Benjamin D. Madej, Amanda Minnich, Juliet M. McComas, Sabrinia Crouch, Joseph W. Polli, Andrew Weber
Software Mentions: 1
Published: almost 4 years ago
10.1155/2021/9987067
Construction and Validation of a Lung Cancer Diagnostic Model Based on 6-Gene Methylation Frequency in Blood, Clinical Features, and Serum Tumor MarkersCited by: 4
Author(s): Chunyan Kang, Dandan Wang, Xiuzhi Zhang, Lingxiao Wang, Fengxiang Wang, Jie Chen
Software Mentions: 1
Published: over 3 years ago
10.3390/e23010035
Exploring Evolutionary Fitness in Biological Systems Using Machine Learning MethodsCited by: 4
Author(s): Oleg Kuzenkov, А. Морозов, Galina Kuzenkova
Software Mentions: 1
Published: almost 4 years ago
10.3390/e22080811
A Multi-Scale Feature Fusion Method Based on U-Net for Retinal Vessel SegmentationCited by: 22
Author(s): Dan Yang, Guo-Ru Liu, Mengcheng Ren, Xu Bin, Jiao Wang
Software Mentions: 1
Published: over 4 years ago
10.1155/2019/7172842
Hybrid Deep Neural Network Scheduler for Job-Shop Problem Based on Convolution Two-Dimensional TransformationCited by: 30
Author(s): Zelin Zang, Wanliang Wang, Yuhang Song, Linyan Lu, Weikun Li, Yule Wang, Yanwei Zhao
Software Mentions: 1
Published: over 5 years ago
10.1080/20961790.2018.1482042
Finding Dutch natives in online forumsCited by: 0
Author(s): Bernard van den Boom, Cor J. Veenman
Software Mentions: 1
Published: over 6 years ago
10.1155/2021/8689873
Gene Mutation Classification through Text Evidence Facilitating Cancer Tumour DetectionCited by: 5
Author(s): Meenu Gupta, Hao Wu, Simrann Arora, Akash Gupta, Gopal Chaudhary, Qiaozhi Hua
Software Mentions: 1
Published: over 3 years ago
10.1155/2016/4970246
ELM Meets Urban Big Data Analysis: Case StudiesCited by: 1
Author(s): Ningyu Zhang, Huajun Chen, Xi Chen, Jiaoyan Chen
Software Mentions: 1
Published: almost 9 years ago
10.3389/fbioe.2020.00582
Detection and Independent Validation of Model-Based Quantitative Transcriptional Regulation Relationships Altered in Lung CancersCited by: 5
Author(s): Meiyu Duan, Haoqiu Song, Chaoyu Wang, Jiaxin Zheng, Hui Xie, Yiping He, Lan Huang, Fengfeng Zhou
Software Mentions: 1
Published: over 4 years ago
10.3389/fbioe.2020.00502
A Bioinformatics Tool for the Prediction of DNA N6-Methyladenine Modifications Based on Feature Fusion and Optimization ProtocolCited by: 12
Author(s): Jing Cai, Donghua Wang, Riqing Chen, Yuzhen Niu, Xiucai Ye, Ran Su, Guobao Xiao, Leyi Wei
Software Mentions: 1
Published: over 4 years ago
10.3389/fbioe.2021.649866
Determination of Aortic Characteristic Impedance and Total Arterial Compliance From Regional Pulse Wave Velocities Using Machine Learning: An in-silico StudyCited by: 9
Author(s): Vasiliki Bikia, Georgios Rovas, Stamatia Pagoulatou, Nikolaos Stergiopulos
Software Mentions: 1
Published: over 3 years ago
10.1155/2021/5527923
Detection of COVID-19 from CT Lung Scans Using Transfer LearningCited by: 23
Author(s): Sahil Lawton, Serestina Viriri
Software Mentions: 1
Published: over 3 years ago
10.2196/15516
Machine Learning Models for the Prediction of Postpartum Depression: Application and Comparison Based on a Cohort StudyCited by: 42
Author(s): Weina Zhang, Han Liu, Vincent Silenzio, Peiyuan Qiu, Weiping Gong
Software Mentions: 1
Published: over 4 years ago
10.3389/fcimb.2021.593077
Computational Design of gRNAs Targeting Genetic Variants Across HIV-1 Subtypes for CRISPR-Mediated Antiviral TherapyCited by: 5
Author(s): Ching‐Hu Chung, Alex Allen, Andrew Atkins, Robert W. Link, Michael R. Nonnemacher, Will Dampier, Brian Wigdahl
Software Mentions: 1
Published: over 3 years ago
10.3389/fchem.2020.00296
Exploring the Use of Compound-Induced Transcriptomic Data Generated From Cell Lines to Predict Compound Activity Toward Molecular TargetsCited by: 10
Author(s): Benoît Baillif, Joerg Wichard, Oscar Méndez‐Lucio, David Rouquié
Software Mentions: 1
Published: over 4 years ago