Principal Component Analysis; Fisher Linear Discriminant; Nearest Neighbor Classifier - Articles

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 4,356 Downloads 7,072 Views Citations
Multispectral Imaging in Combination with Multivariate Analysis Discriminates Selenite Induced Cataractous Lenses from Healthy Lenses of Sprague-Dawley Rats (Articles)

Peter Osei-Wusu Adueming, Moses Jojo Eghan, Benjamin Anderson, Samuel Kyei, Jerry Opoku-Ansah, Charles L. Y. Amuah, Samuel Sonko Sackey, Paul Kingsley Buah-Bassuah

Open Journal of Biophysics Vol.7 No.3, July 7, 2017

DOI: 10.4236/ojbiphy.2017.73011 1,069 Downloads 2,366 Views Citations
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 5,630 Downloads 8,217 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 1,933 Downloads 4,152 Views Citations
Characterizing Placental Surface Shape with a High-Dimensional Shape Descriptor (Articles)

Jen-Mei Chang, Amy Mulgrew, Carolyn Salafia

Applied Mathematics Vol.3 No.9, September 27, 2012

DOI: 10.4236/am.2012.39143 5,308 Downloads 8,865 Views Citations
Statistical Analysis of a Diabetes Dataset and the Impact of Principal Component Analysis on Prediction Accuracy (Articles)

Elizabeth Diamond, Faith Idoko, Michael Olowe

Open Journal of Nursing Vol.15 No.8, August 22, 2025

DOI: 10.4236/ojn.2025.158047 98 Downloads 611 Views Citations
A Logarithmic-Complexity Algorithm for Nearest Neighbor Classification Using Layered Range Trees (Articles)

Ibrahim Al-Bluwi, Ashraf Elnagar

Intelligent Information Management Vol.4 No.2, March 28, 2012

DOI: 10.4236/iim.2012.42006 4,527 Downloads 7,745 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 3,348 Downloads 5,063 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 379 Downloads 1,913 Views Citations
Prioritization of Sub-Watersheds in a Large Semi-Arid Drainage Basin (Southern Jordan) Using Morphometric Analysis, GIS, and Multivariate Statistics (Articles)

Yahya Farhan, Ali Anbar, Nisreen Al-Shaikh, Haifa Almohammad, Sireen Alshawamreh, Manal Barghouthi

Agricultural Sciences Vol.9 No.4, April 30, 2018

DOI: 10.4236/as.2018.94031 1,710 Downloads 3,551 Views Citations
Functional Data Analysis of Spectroscopic Data with Application to Classification of Colon Polyps (Articles)

Ying Zhu

American Journal of Analytical Chemistry Vol.8 No.4, April 30, 2017

DOI: 10.4236/ajac.2017.84022 1,702 Downloads 3,852 Views Citations
Functional Analysis of Chemometric Data (Articles)

Ana M. Aguilera, Manuel Escabias, Mariano J. Valderrama, M. Carmen Aguilera-Morillo

Open Journal of Statistics Vol.3 No.5, October 9, 2013

DOI: 10.4236/ojs.2013.35039 5,135 Downloads 8,620 Views Citations
Quantitative Regionalization of W. Mujib-Wala Sub-Watersheds (Southern Jordan) Using GIS and Multivariate Statistical Techniques (Articles)

Yahya Farhan, Nisrin Al-Shaikh

Open Journal of Modern Hydrology Vol.7 No.2, April 28, 2017

DOI: 10.4236/ojmh.2017.72010 2,016 Downloads 4,173 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 808 Downloads 2,139 Views Citations
Novel approach for the automated detection of allergy test using spectral imaging (Articles)

Issa Ibraheem

Journal of Biomedical Science and Engineering Vol.5 No.8, July 31, 2012

DOI: 10.4236/jbise.2012.58053 4,244 Downloads 6,777 Views Citations
Feature Conditioning Based on DWT Sub-Bands Selection on Proposed Channels in BCI Speller (Articles)

Bahram Perseh, Majid Kiamini, Sepideh Jabbari

Journal of Biomedical Science and Engineering Vol.10 No.3, March 23, 2017

DOI: 10.4236/jbise.2017.103010 3,218 Downloads 4,273 Views Citations
Discrimination of Wild-Grown and Cultivated Ganoderma lucidum by Fourier Transform Infrared Spectroscopy and Chemometric Methods (Articles)

Ying Zhu, Augustine Tuck Lee Tan

American Journal of Analytical Chemistry Vol.6 No.5, April 24, 2015

DOI: 10.4236/ajac.2015.65047 4,025 Downloads 5,962 Views Citations
Real-Time Face Detection and Recognition in Complex Background (Articles)

Xin Zhang, Thomas Gonnot, Jafar Saniie

Journal of Signal and Information Processing Vol.8 No.2, May 19, 2017

DOI: 10.4236/jsip.2017.82007 3,883 Downloads 13,450 Views Citations
DM-L Based Feature Extraction and Classifier Ensemble for Object Recognition (Articles)

Hamayun A. Khan

Journal of Signal and Information Processing Vol.9 No.2, May 31, 2018

DOI: 10.4236/jsip.2018.92006 1,524 Downloads 3,908 Views Citations
Function-on-Partially Linear Functional Additive Models (Articles)

Jinyou Huang, Shuang Chen

Journal of Applied Mathematics and Physics Vol.8 No.1, December 26, 2019

DOI: 10.4236/jamp.2020.81001 707 Downloads 1,711 Views Citations

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