K-Nearest Neighbor Non-Parametric Regression - Articles

A Short-Term Traffic Flow Forecasting Method Based on a Three-Layer K-Nearest Neighbor Non-Parametric Regression Algorithm (Articles)

Xiyu Pang, Cheng Wang, Guolin Huang

Journal of Transportation Technologies Vol.6 No.4，July 22, 2016

DOI: 10.4236/jtts.2016.64020 1,984 Downloads 3,473 Views Citations
Basic Tenets of Classification Algorithms K-Nearest-Neighbor, Support Vector Machine, Random Forest and Neural Network: A Review (Articles)

Ernest Yeboah Boateng, Joseph Otoo, Daniel A. Abaye

Journal of Data Analysis and Information Processing Vol.8 No.4，November 23, 2020

DOI: 10.4236/jdaip.2020.84020 3,854 Downloads 18,383 Views Citations
A Comparison of Selected Parametric and Non-Parametric Imputation Methods for Estimating Forest Biomass and Basal Area (Articles)

Donald Gagliasso, Susan Hummel, Hailemariam Temesgen

Open Journal of Forestry Vol.4 No.1，January 13, 2014

DOI: 10.4236/ojf.2014.41008 4,275 Downloads 7,103 Views Citations
Pruned fuzzy K-nearest neighbor classifier for beat classification (Articles)

Muhammad Arif, Muhammad Usman Akram, Fayyaz-ul-Afsar Amir Minhas

Journal of Biomedical Science and Engineering Vol.3 No.4，April 28, 2010

DOI: 10.4236/jbise.2010.34053 7,821 Downloads 15,201 Views Citations
Empirical Mode Decomposition-k Nearest Neighbor Models for Wind Speed Forecasting (Articles)

Ye Ren, P. N. Suganthan

Journal of Power and Energy Engineering Vol.2 No.4，April 16, 2014

DOI: 10.4236/jpee.2014.24025 4,908 Downloads 6,637 Views Citations
A Study of EM Algorithm as an Imputation Method: A Model-Based Simulation Study with Application to a Synthetic Compositional Data (Articles)

Yisa Adeniyi Abolade, Yichuan Zhao

Open Journal of Modelling and Simulation Vol.12 No.2，March 8, 2024

DOI: 10.4236/ojmsi.2024.122002 214 Downloads 791 Views Citations
A Semi Automated Method for Laminated Sediments Analysis (Articles)

Mapathe Ndiaye, Eric Davaud, Daniel Ariztegui, Meissa Fall

International Journal of Geosciences Vol.3 No.1，February 28, 2012

DOI: 10.4236/ijg.2012.31023 5,134 Downloads 8,972 Views Citations
Research on Initialization on EM Algorithm Based on Gaussian Mixture Model (Articles)

Ye Li, Yiyan Chen

Journal of Applied Mathematics and Physics Vol.6 No.1，January 5, 2018

DOI: 10.4236/jamp.2018.61002 1,227 Downloads 3,376 Views Citations
Evaluations of Machine Learning Algorithms Using Simulation Study (Articles)

Nasrin Khatun

Open Journal of Statistics Vol.15 No.1，February 18, 2025

DOI: 10.4236/ojs.2025.151003 35 Downloads 182 Views Citations
Lung Cancer Prediction from Elvira Biomedical Dataset Using Ensemble Classifier with Principal Component Analysis (Articles)

Teresa Kwamboka Abuya

Journal of Data Analysis and Information Processing Vol.11 No.2，May 16, 2023

DOI: 10.4236/jdaip.2023.112010 261 Downloads 1,400 Views Citations
Unveiling the Predictive Capabilities of Machine Learning in Air Quality Data Analysis: A Comparative Evaluation of Different Regression Models (Articles)

Mosammat Mustari Khanaum, Md Saidul Borhan, Farzana Ferdoush, Mohammed Ali Nause Russel, Mustafa Murshed

Open Journal of Air Pollution Vol.12 No.4，December 11, 2023

DOI: 10.4236/ojap.2023.124009 171 Downloads 681 Views Citations
Measuring Causal Effect with ARDL-BART: A Macroeconomic Application (Articles)

Pegah Mahdavi, Mohammad Ali Ehsani, Daniel Felix Ahelegbey, Mehrnaz Mohammadpour

Applied Mathematics Vol.15 No.4，April 30, 2024

DOI: 10.4236/am.2024.154018 161 Downloads 617 Views Citations
Research on the Personalized Recommendation Algorithm for Hairdressers (Articles)

Zhixin Liang, Fengying Wang

Open Journal of Modelling and Simulation Vol.4 No.3，July 1, 2016

DOI: 10.4236/ojmsi.2016.43009 2,270 Downloads 3,695 Views Citations
An Integrated Statistical Model to Measure Academic Teaching Quality (Articles)

Paola Cerchiello, Paolo Giudici

Open Journal of Statistics Vol.2 No.5，December 19, 2012

DOI: 10.4236/ojs.2012.25063 5,890 Downloads 8,832 Views Citations
Trend Analysis of Precipitation in Some Selected Stations in Anambra State (Articles)

A. Ifeka, A. Akinbobola

Atmospheric and Climate Sciences Vol.5 No.1，January 12, 2015

DOI: 10.4236/acs.2015.51001 3,331 Downloads 4,964 Views Citations
Support Vector Machine-Based Fault Diagnosis of Power Transformer Using k Nearest-Neighbor Imputed DGA Dataset (Articles)

Zahriah Binti Sahri, Rubiyah Binti Yusof

Journal of Computer and Communications Vol.2 No.9，July 11, 2014

DOI: 10.4236/jcc.2014.29004 4,745 Downloads 6,900 Views Citations
Hand Gestures Recognition Based on One-Channel Surface EMG Signal (Articles)

Junyi Cao, Zhongming Tian, Zhengtao Wang

Journal of Software Engineering and Applications Vol.12 No.9，September 29, 2019

DOI: 10.4236/jsea.2019.129023 863 Downloads 3,051 Views Citations
The Early Warning Signs of a Stroke: An Approach Using Machine Learning Predictions (Articles)

Esraa H. Augi, Almabruk Sultan

Journal of Computer and Communications Vol.12 No.6，June 25, 2024

DOI: 10.4236/jcc.2024.126005 171 Downloads 844 Views Citations
Investigation on Analog and Digital Modulations Recognition Using Machine Learning Algorithms (Articles)

Jean Ndoumbe, Ivan Basile Kabeina, Gaelle Patricia Talotsing, Soubiel-Noël Nkomo Biloo

World Journal of Engineering and Technology Vol.12 No.4，September 30, 2024

DOI: 10.4236/wjet.2024.124053 70 Downloads 507 Views Citations
Early Detection of Diabetes Using a Hybrid Approach Based on the Voting Classifier (Articles)

Adlès Francis Kouassi, Bi Irié Cyrille Dje, Kigninman Désiré Kone, Olivier Asseu

Open Journal of Applied Sciences Vol.15 No.4，March 27, 2025

DOI: 10.4236/ojapps.2025.154052 48 Downloads 295 Views Citations

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