pypi: sklearn | Projects | Ecosyste.ms: Papers

10.1038/s41598-021-84336-0

Bayesian Optimization of Bose-Einstein Condensates
Cited 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 databases
Cited 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 server
Cited 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 tasks
Cited 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 records
Cited 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 method
Cited 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 patients
Cited 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 platform
Cited 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 Mechanisms
Cited 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 Characteristics
Cited 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 Practice
Cited 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 embedding
Cited 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 Vehicles
Cited 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 Comparison
Cited 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 Learning
Cited 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 Bracelet
Cited 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 Detection
Cited by: 21
Author(s): Sheng Li, Xiang Zuo, Zhengying Li, Honghai Wang
Software Mentions: 1
Published: almost 5 years ago

10.3390/s20041208

Using Domain Knowledge for Interpretable and Competitive Multi-Class Human Activity Recognition
Cited 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 Subjects
Cited 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 patients
Cited 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 Networks
Cited 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 Blockchain
Cited 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 Algorithm
Cited 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 glomerulopathy
Cited 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 Analysis
Cited 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 Disorder
Cited 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 Environments
Cited 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 Device
Cited 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 cancer
Cited 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 Rescue
Cited 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 analysis
Cited 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 Learning
Cited 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 modules
Cited 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 Connectivity
Cited 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 Interpretability
Cited 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 Recognition
Cited 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 Algorithm
Cited 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 Distancing
Cited by: 11
Author(s): Gernot Bahle, Vítor Fortes Rey, Sizhen Bian, Hymalai Bello, Paul Lukowicz
Software Mentions: 1
Published: over 3 years ago

10.3390/s21175767

Traffic Accident Data Generation Based on Improved Generative Adversarial Networks
Cited 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 networks
Cited 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 autoencoders
Cited 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 Outcome
Cited 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 Cyst
Cited 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: over 3 years ago

10.3390/diagnostics11050804

A Machine Learning Decision Support System (DSS) for Neuroendocrine Tumor Patients Treated with Somatostatin Analog (SSA) Therapy
Cited 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 Compounds
Cited 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 Markers
Cited 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 Methods
Cited 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 Segmentation
Cited 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 Transformation
Cited 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 forums
Cited 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 Detection
Cited 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 Studies
Cited 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 Cancers
Cited 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 Protocol
Cited 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 Study
Cited 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 Learning
Cited 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 Study
Cited 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 Therapy
Cited 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 Targets
Cited by: 10
Author(s): Benoît Baillif, Joerg Wichard, Oscar Méndez‐Lucio, David Rouquié
Software Mentions: 1
Published: over 4 years ago

Projects: pypi: sklearn

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