Linear Discriminant Analysis LDA; k-Nearest Neighbor k-NN - Articles

Discriminant Analysis for Human Arm Motion Prediction and Classifying (Articles)

Mohammed Z. Al-Faiz, Sarmad H. Ahmed

Intelligent Control and Automation Vol.4 No.1, February 6, 2013

DOI: 10.4236/ica.2013.41004 5,603 Downloads 8,153 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 631 Downloads 1,913 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 5,325 Downloads 9,419 Views Citations
A computer aided detection framework for mammographic images using fisher linear discriminant and nearest neighbor classifier (Articles)

Memuna Sarfraz, Fadi Abu-Amara, Ikhlas Abdel-Qader

Journal of Biomedical Science and Engineering Vol.5 No.6, June 15, 2012

DOI: 10.4236/jbise.2012.56042 4,322 Downloads 7,000 Views Citations
A Comparison of Classifiers in Performing Speaker Accent Recognition Using MFCCs (Articles)

Zichen Ma, Ernest Fokoué

Open Journal of Statistics Vol.4 No.4, June 20, 2014

DOI: 10.4236/ojs.2014.44025 3,570 Downloads 5,903 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 7,990 Downloads 15,665 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 5,124 Downloads 7,157 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 325 Downloads 1,345 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 358 Downloads 1,857 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 4,477 Downloads 7,565 Views Citations
Learning Based Falling Detection Using Multiple Doppler Sensors (Articles)

Shoichiro Tomii, Tomoaki Ohtsuki

Advances in Internet of Things Vol.3 No.2A, June 19, 2013

DOI: 10.4236/ait.2013.32A005 5,751 Downloads 10,092 Views Citations
This article belongs to the Special Issue on The Future of Iot on Patient-Centred Healthcare and Smart Living
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 2,083 Downloads 3,846 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 1,330 Downloads 3,886 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 4,522 Downloads 21,398 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 92 Downloads 492 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 4,968 Downloads 7,476 Views Citations
Assessment of the State of Forests Based on Joint Statistical Processing of Sentinel-2B Remote Sensing Data and the Data from Network of Ground-Based ICP-Forests Sample Plots (Articles)

Alexander S. Alekseev, Dmitry M. Chernikhovskii

Open Journal of Ecology Vol.12 No.8, August 12, 2022

DOI: 10.4236/oje.2022.128028 221 Downloads 1,124 Views Citations
Progression of Cognitive Deficit in Older People with Mild Cognitive Impairment Treated with Cerebrolysin (Articles)

Irina S. Boksha, Svetlana I. Gavrilova, Igor V. Kolykhalov, Iana B. Fedorova, Iaroslav B. Kalyn, Natalia D. Selezneva, Andrei V. Samorodov, Serge N. Miasoedov, Elizabeta B. Mukaetova-Ladinska

Health Vol.6 No.19, November 7, 2014

DOI: 10.4236/health.2014.619297 4,136 Downloads 6,255 Views Citations
Near-Infrared Spectroscopy Combined with Partial Least Squares Discriminant Analysis Applied to Identification of Liquor Brands (Articles)

Bin Yang, Lijun Yao, Tao Pan

Engineering Vol.9 No.2, February 28, 2017

DOI: 10.4236/eng.2017.92009 1,891 Downloads 4,040 Views Citations
Chemometric Feature Selection and Classification of Ganoderma lucidum Spores and Fruiting Body Using ATR-FTIR Spectroscopy (Articles)

Ying Zhu, Augustine Tuck Lee Tan

American Journal of Analytical Chemistry Vol.6 No.10, September 24, 2015

DOI: 10.4236/ajac.2015.610079 3,304 Downloads 4,983 Views Citations

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