An Overview of Principal Component Analysis

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Journal of Signal and Information Processing

ISSN Print: 2159-4465
ISSN Online: 2159-4481
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"An Overview of Principal Component Analysis"
written by Sasan Karamizadeh, Shahidan M. Abdullah, Azizah A. Manaf, Mazdak Zamani, Alireza Hooman,
published by Journal of Signal and Information Processing, Vol.4 No.3B, 2013

has been cited by the following article(s):

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[231]	Analysis of computational techniques for diabetes diagnosis using the combination of iris-based features and physiological parameters
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[232]	Detection and Classification of Mammographic Abnormalities
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[233]	Educating the effective digital forensics practitioner: academic, professional, graduate and student perspectives
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[235]	An improved selective mapping method with principal component analysis for papr reduction in ofdm system
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[236]	Collective action for small-scale irrigation facilities in Northwest China
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[238]	ANALISIS KEBIJAKAN PENGELOLAAN SUMBER DAYA AIR PADA WILAYAH SUNGAI DENGAN ANALISIS KOMPONEN UTAMA ANALYSIS OF WATER …
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[242]	Computational Analysis of Upper Extremity Movements for People Post-Stroke
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[249]	ANALISIS KEBIJAKAN PENGELOLAAN SUMBER DAYA AIR PADA WILAYAH SUNGAI DENGAN ANALISIS KOMPONEN UTAMA
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[250]	Real-time MEG data-processing unit for online medical imaging and brain-computer interface: a model-based approach
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[251]	Features of Cross-Correlation Analysis in a Data-Driven Approach for Structural Damage Assessment
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[252]	PC&CA–Tool for Polyphenols Content Monitoring at the End of Spring Depending on Organic and/or Mineral Fertilization of Perennial Grassland
	2018

[253]	ANALYSIS OF WATER RESOURCES MANAGEMENT POLICY IN THE RIVER BASINS USING PRINCIPAL COMPONENT ANALYSIS
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[254]	A Facial Motion Capture System Based on Neural Network Classifier Using RGB-D Data
	2018

[255]	Social networks, cultural orientations and e-government adoption behavior: A Fijian study
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[256]	A Quantitative-Structure-Activity-Relationship (QSAR) model for the reaction rate constants of organic compounds during the ozonation process at different …
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[257]	Human Activities Recognition: a Transfer Learning Approach
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[258]	A Comparative Study on using Principle Component Analysis with Different Text Classifiers
	2018

[259]	Model reduction by PCA and Kriging
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[260]	Users' Perceptions on Security of Mobile Computing for Adoption of e-Applications in South Africa
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[261]	Monitoring Cardiovascular and Autonomic Response in Real-life Settings
	2018

[262]	Analysis of laser printer and photocopier toners by spectral properties and chemometrics
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[263]	Microfluidic multi-angle laser scattering system for rapid and label-free detection of waterborne parasites
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[264]	Classification of micro-calcification in mammograms using scalable linear Fisher discriminant analysis
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[265]	Bioinspired invertebrate pest detection on standing crops
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[266]	Assessment of agricultural drought vulnerability to climate change at a municipal level in South Korea
	Paddy and Water Environment, 2018

[267]	Heterogeneity in attitudes underlying preferences for genomic technology producing hybrid poplars on public land
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[268]	Oil facility operations: A multivariate analyses of water pollution parameters
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[269]	New face expression recognition using polar angular radial transform and principal component analysis
	International Journal of Biometrics, 2018

[270]	The poverty measurement analysis of three districts in Terengganu, Malaysia using principal component analysis
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[271]	Structure-aware principal component analysis for single-cell rna-seq data
	2018

[272]	Relative Efficacy of Sensor Modalities for Estimating Post-Stroke Motor Impairment
	2018

[273]	Implementation of a Piezo-diagnostics Approach for Damage Detection Based on PCA in a Linux-Based Embedded Platform
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[274]	Pre-Solutrean rock art in southernmost Europe: Evidence from Las Ventanas Cave (Andalusia, Spain)
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[275]	Using Baidu index to nowcast hand-foot-mouth disease in China: a meta learning approach
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[276]	Source identification of total petroleum hydrocarbons and polycyclic aromatic hydrocarbons in PM10 and street dust of a hot spot for petrochemical production …
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[277]	Breeding sites of a narrowly distributed amphibian, a key element in its conservation in the face of global change
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[278]	PC&CA-Tool for Polyphenols Content Monitoring at the End of Spring Depending on Organic and/or Mineral Fertilization of Perennial Grassland.
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[279]	Fuzzy Principal Component Analysis Berbasiskan Teknik Repertory Grid Untuk Konstruksi Personal Dalam Pemahaman Pembelajaran Bahasa Pemrograman
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[280]	Investigating multidimensional poverty in South Africa in 2001-2016: The multidimensional poverty index (MPI) approach
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[281]	Improving the climate change resilience of informal settlements in mountainous regions of Africa: comparative case studies of Qwaqwa in South Africa and Konso in …
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[282]	Vulnerability to Poverty and Its Determinants in Rural Ethiopia.
	Journal of Poverty Alleviation & International Development, 2017

[283]	Imaging biomarkers in paediatric brain resection MRI.
	2017

[284]	Evaluation of Hybrid Face and Voice Recognition Systems for Biometric Identification in Areas Requiring High Security
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[285]	Efficient hand orientation and pose estimation for uncalibrated cameras
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[286]	A survey of methods for the construction of a Brain Computer Interface
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[287]	Analysis of sources of external project finance on sustainability of state owned enterprises in Kenya-The Case of National Housing Corporation (NHC)
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[288]	A Robust Image Watermarking Technique using DTCWT and PCA
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[289]	Mathematical Bottom-to-Up Approach in Video Quality Estimation Based on PHY and MAC Parameters
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[290]	Taxonomy of Filtering Based Illumination Normalization for Face Recognition
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[291]	The Use of Yanai's Generalized Coefficient of Determination to Reduce the Number of Variables in DEA Models
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[292]	Detection of Melanoma Skin Cancer by Elastic Scattering Spectra: A Proposed Classification Method
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[293]	Threshold Based Skin Color Classification
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[294]	Physiological Signal-Based Method for Measurement of Pain Intensity
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[295]	Evaluation of drought resistance in Iris germanica L. based on subordination function and principal component analysis
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[296]	Feature selection based on Genetic algorithm, particle swarm optimization and principal component analysis for opinion mining cosmetic product review
	2017

[297]	The impacts of competition and shadow banking on profitability: Evidence from the Chinese banking industry
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[298]	Transformation of a high-dimensional color space for material classification
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[299]	Face Recognition via Taxonomy of Illumination Normalization
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[300]	Review of Adult Image Detection Methods
	2017

[301]	Palmprint Image Identification Using PCA, LBP and HOG Features
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[302]	Feature Extraction Techniques on Facial Images: An Overview
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[303]	Improving the climate change resilience of informal settlements in mountainous regions of Africa: comparative case studies of Qwaqwa in South Africa and …
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[304]	ECONOMIC AND ENVIRONMENTAL IMPACT OF PIPELINE VANDALISM IN THE NIGER DELTA REGION
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[306]	PILOT STUDY OF SLEEP APNEA DETECTION WITH WAVELET TRANSFORM
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[307]	QURANIC RECITATION PRONUNCIATION MODELING AND ANALYSIS
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[308]	Pengujian Pengenalan Wajah Dengan Menggunakan Algoritma K-Nearest Neighbor
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[309]	Principal component analysis with drop rank covariance matrix
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[310]	Comprehensive Evaluation and Interpretation of PCA on Multiple Datasets
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[314]	DESIGN AND IMPLEMENTATION OF IRIS PATTERN RECOGNITION BASED ON WIRELESS NETWORK SYSTEMS.
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[315]	Implementation of ID3 Algorithm in the Development of a Basketball Game Analysis
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[317]	A time-series forecasting-based prediction model to estimate groundwater levels in India.
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[318]	Performance Comparison of Dimensionality Reduction Methods using MCDR
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[319]	Enhancement on image face recognition using Hybrid Multiclass SVM (HM-SVM)
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[320]	Do the Flexible Employment Arrangements Increase Job Satisfaction and Employee Loyalty? Evidence from Bayesian Networks and Instrumental Variables
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[321]	A novel analysis and forecast method of electricity business expanding based on seasonal adjustment
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[322]	Integration of ALOS PALSAR and Landsat Data for Land Cover and Forest Mapping in Northern Tanzania
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[324]	A preliminary comparison of machine learning algorithms for online news feature extraction and analysis
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[325]	PRINCIPAL COMPONENT ANALYSIS BERBASISKAN TEKNIK REPERTORY GRID UNTUK KONSTRUKSI PERSONAL DALAM PEMINATAN PEMBELAJARAN BAHASA PEMROGRAMAN
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[327]	Forecasting business cycle with chaotic time series based on neural network with weighted fuzzy membership functions
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[329]	Hybrid Neural Networks and Boosted Regression Tree Models for Predicting Roadside Particulate Matter
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[330]	Applications and benefits for big data sets using tree distances and the t-SNE algorithm
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[331]	Recognition of Faces–An Optimized Algorithmic Chain
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[335]	ANALISA DAN PERANCANGAN APLIKASI PENGENALAN WAJAH MANUSIA MELALUI WEBCAM DENGAN MENERAPKAN ALGORITMA PRINCIPAL COMPONENT …
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[336]	Multivariate study of vehicle exhaust particles using machine learning and statistical techniques
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[338]	Comparative study on face recognition techniques: Principal Component Analysis and Linear Discriminant Analysis
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[339]	Face Recognition by Implying Illumination Techniques–A Review Paper
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[340]	Optimized live migration using NRU and modified clock policy
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[341]	PCA versus LDA as Dimension Reduction for Individuality of Handwriting in Writer Verification.
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[342]	Achieving Robustness in Face Recognition by Effective Feature Acquisition
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[343]	Fusion of geometric and texture features for finger knuckle surface recognition
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[344]	An overview of objectionable image detection
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[345]	Long-term Daily Rainfall Pattern Recognition: Application of Principal Component Analysis
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[346]	Identifying quantitative imaging features of posterior fossa syndrome in longitudinal MRI
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[347]	Ranking de desempenho do Governo Federal por Funções de Governo
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[348]	Image face recognition using Hybrid Multiclass SVM (HM-SVM)
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[349]	Reconhecimento do tipo de cachaça utilizando visão computacional e reconhecimento de padrões
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[350]	Pattern Recognition Techniques: Studies on Appropriate Classifications
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[351]	A Review Paper on Comparison of Numerical Techniques for Finding Approximate Solutions to Boundary Value Problems on Post-Buckling in Functionally …
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[352]	Achieving Robustness in Face Recognition by Effective Feature Acquisition.
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[353]	Impact of innovation platforms and information sharing on nurturing of smaller innovation platforms: A case study of Tanzania Dairy Development Forum
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[354]	A Review Paper on Comparison of Numerical Techniques for Finding Approximate Solutions to Boundary Value Problems on Post-Buckling in Functionally Graded …
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[355]	Ranking de desempenho do Governo Federal por funções de Governo (Performance Ranking of the Federal Government by Government Functions)
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[356]	REVIEW OF LOW-LATENCY SUCCESSIVE-CANCELLATION POLAR DECODER ARCHITECTURE
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[357]	Advantage and Drawback of Support Vector Machine Functionality
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[358]	From gesture to sound: A study for a musical interface using gesture following techniques
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[359]	A Review of Different Facial Expression Feature Extraction Method for Facial Expression Recognition
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[360]	Prioritization of Unit Testing on non-object oriented using a top-down based approach
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[361]	A Single Classifier Using Principal Components Vs Multi-Classifier System: In Landuse-LandCover Classification of WorldView-2 Sensor Data
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[362]	Hoạt động của bão và áp thấp nhiệt đới trong năm 2021 và dự báo trong mùa bão năm 2022 ở Việt Nam


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[367]	Pattern Recognition of Sarong Fabric Using Machine Learning Approach Based on Computer Vision for Cultural Preservation


[368]	Review of Challenges in Integrity of E-voting Systems


[369]	Middlesex University Research Repository


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[371]	Text Analysis of Social Dialogue on the Offshore Wind Energy Projects: Implications to Renewable Energy Acceptance and Collective Planning


[372]	An in-depth analysis of the major cryptocurrency security attacks


[373]	Quantification of light elements and correction of matrix effects in X-Ray fluorescence analysis based on chemometric approaches


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[64]	Deep learning for Alzheimer's disease diagnosis: A survey Artificial Intelligence in Medicine, 2022 DOI:10.1016/j.artmed.2022.102332

[65]	Performance Analysis of Feature Extraction Approach: Local Binary Pattern and Principal Component Analysis for Iris Recognition system International Journal of Electrical and Electronics Research, 2022 DOI:10.37391/ijeer.100201

[66]	Determinants of adoption of climate smart agricultural technologies among potato farmers in Kenya: Does entrepreneurial orientation play a role? Sustainable Technology and Entrepreneurship, 2022 DOI:10.1016/j.stae.2022.100017

[67]	Analysis of Score Level Fusion of Biometric Features International Journal of Electrical and Electronics Research, 2022 DOI:10.37391/ijeer.100233

[68]	CAB-IoT: Continuous authentication architecture based on Blockchain for internet of things Journal of King Saud University - Computer and Information Sciences, 2022 DOI:10.1016/j.jksuci.2020.11.023

[69]	Diverse and Flexible Coping Strategy for Nuclear Safety: Opportunities and Challenges Energies, 2022 DOI:10.3390/en15176275

[70]	Advances in Principal Component Analysis 2022 DOI:10.5772/intechopen.102928

[71]	Application of machine vision for tool condition monitoring and tool performance optimization–a review The International Journal of Advanced Manufacturing Technology, 2022 DOI:10.1007/s00170-022-09696-x

[72]	A Healthcare Paradigm for Deriving Knowledge Using Online Consumers’ Feedback Healthcare, 2022 DOI:10.3390/healthcare10081592

[73]	Building an improved artificial neural network model based on deeply optimizing the input variables to enhance rutting prediction Construction and Building Materials, 2022 DOI:10.1016/j.conbuildmat.2022.128658

[74]	The impact of financial inclusion on tax revenue in EMEA countries: A threshold regression approach Borsa Istanbul Review, 2022 DOI:10.1016/j.bir.2022.08.003

[75]	Game Of Shadows: Statistical Inferences of Projections and an Application on Macroeconomic Indicators Affecting Exchange Rates in Turkey European Journal of Science and Technology, 2022 DOI:10.31590/ejosat.1039913

[76]	A novel Index-based quantification approach for port performance measurement: A case from Indian major ports Maritime Policy & Management, 2022 DOI:10.1080/03088839.2022.2116656

[77]	Systematic Review on Impact of Different Irradiance Forecasting Techniques for Solar Energy Prediction Energies, 2022 DOI:10.3390/en15176267

[78]	A Comparative Analysis of Methods of Endmember Selection for Use in Subpixel Classification: A Convex Hull Approach Computational Intelligence and Neuroscience, 2022 DOI:10.1155/2022/3770871

[79]	An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph IEEE Access, 2022 DOI:10.1109/ACCESS.2022.3210468

[80]	Machine Learning Algorithms for Signal and Image Processing 2022 DOI:10.1002/9781119861850.ch15

[81]	The impact of financial inclusion on tax revenue in EMEA countries: A threshold regression approach Borsa Istanbul Review, 2022 DOI:10.1016/j.bir.2022.08.003

[82]	Context-Enriching Feature Selection Method for Industrial Machine Learning 2022 IEEE 20th International Conference on Industrial Informatics (INDIN), 2022 DOI:10.1109/INDIN51773.2022.9976131

[83]	BDselect: A Package for k-mer Selection Based on the Binomial Distribution Current Bioinformatics, 2022 DOI:10.2174/1574893616666211007102747

[84]	Context-Enriching Feature Selection Method for Industrial Machine Learning 2022 IEEE 20th International Conference on Industrial Informatics (INDIN), 2022 DOI:10.1109/INDIN51773.2022.9976131

[85]	BDselect: A Package for k-mer Selection Based on the Binomial Distribution Current Bioinformatics, 2022 DOI:10.2174/1574893616666211007102747

[86]	Genome-wide association analysis of heat tolerance in the northern pike (Esox Lucius) Aquaculture, 2022 DOI:10.1016/j.aquaculture.2022.738459

[87]	Proceedings of Second Doctoral Symposium on Computational Intelligence Advances in Intelligent Systems and Computing, 2022 DOI:10.1007/978-981-16-3346-1_58

[88]	Lifestyle Variations during and after the COVID-19 Pandemic: A Cross-Sectional Study of Diet, Physical Activities, and Weight Gain among the Jordanian Adult Population International Journal of Environmental Research and Public Health, 2022 DOI:10.3390/ijerph19031346

[89]	Imagine Me and You, I Do: Characteristics and Functions of Imagined Interactions During Online Dating Imagination, Cognition and Personality, 2022 DOI:10.1177/02762366211050644

[90]	An Exploratory Analysis of Housing and the Distribution of COVID-19 in Sweden Buildings, 2022 DOI:10.3390/buildings12010071

[91]	Efficient E-Mail Spam Detection Strategy Using Genetic Decision Tree Processing with NLP Features Computational Intelligence and Neuroscience, 2022 DOI:10.1155/2022/7710005

[92]	A RISK CLASSIFICATION SYSTEM FOR ELDERLY FALLS USING SUPPORT VECTOR MACHINE Biomedical Engineering: Applications, Basis and Communications, 2022 DOI:10.4015/S101623722250017X

[93]	Handbook of Research on Opinion Mining and Text Analytics on Literary Works and Social Media Advances in Web Technologies and Engineering, 2022 DOI:10.4018/978-1-7998-9594-7.ch010

[94]	A Novel Approach for Band Selection Using Virtual Dimensionality Estimate and Principal Component Analysis for Satellite Image Classification International Journal of Intelligent Information Technologies, 2022 DOI:10.4018/IJIIT.296272

[95]	An improved method for classifying depth-based human actions using self-adaptive evolutionary technique Journal of Ambient Intelligence and Humanized Computing, 2022 DOI:10.1007/s12652-022-03880-3

[96]	The Application of a Hybrid Method for the Identification of Elastic–Plastic Material Parameters Materials, 2022 DOI:10.3390/ma15124139

[97]	Epileptic seizure prediction using spectral width of the covariance matrix Journal of Neural Engineering, 2022 DOI:10.1088/1741-2552/ac6063

[98]	Genome-wide association analysis of heat tolerance in the northern pike (Esox Lucius) Aquaculture, 2022 DOI:10.1016/j.aquaculture.2022.738459

[99]	Building an improved artificial neural network model based on deeply optimizing the input variables to enhance rutting prediction Construction and Building Materials, 2022 DOI:10.1016/j.conbuildmat.2022.128658

[100]	Non-Invasive Early Diagnosis of Obstructive Lung Diseases Leveraging Machine Learning Algorithms Computers, Materials & Continua, 2022 DOI:10.32604/cmc.2022.025840

[101]	Determinants of adoption of climate smart agricultural technologies among potato farmers in Kenya: Does entrepreneurial orientation play a role? Sustainable Technology and Entrepreneurship, 2022 DOI:10.1016/j.stae.2022.100017

[102]	Determinants of adoption of climate smart agricultural technologies among potato farmers in Kenya: Does entrepreneurial orientation play a role? Sustainable Technology and Entrepreneurship, 2022 DOI:10.1016/j.stae.2022.100017

[103]	BDselect: A Package for k-mer Selection Based on the Binomial Distribution Current Bioinformatics, 2022 DOI:10.2174/1574893616666211007102747

[104]	An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph IEEE Access, 2022 DOI:10.1109/ACCESS.2022.3210468

[105]	Increasing Accuracy in Predicting Student Test Scores with Neural Networks using Domain Reduction Technique of Principal Component Analysis 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), 2022 DOI:10.1109/ICMLA55696.2022.00241

[106]	Improved Classification using Extended Hybrid Feature Selection Approach with Dimensionality Reduction 2022 International Visualization, Informatics and Technology Conference (IVIT), 2022 DOI:10.1109/IVIT55443.2022.10033401

[107]	An Application of Principal Component Analysis in Aspergillus Species Identification 2022 IEEE 10th Conference on Systems, Process & Control (ICSPC), 2022 DOI:10.1109/ICSPC55597.2022.10001780

[108]	A Novel Approach for Band Selection Using Virtual Dimensionality Estimate and Principal Component Analysis for Satellite Image Classification International Journal of Intelligent Information Technologies, 2022 DOI:10.4018/IJIIT.296272

[109]	A dynamic force reconstruction method based on modified Kalman filter using acceleration responses under multi-source uncertain samples Mechanical Systems and Signal Processing, 2021 DOI:10.1016/j.ymssp.2021.107761

[110]	Notice of Retraction: Infrared Sensing Based Non-Invasive Initial Diagnosis of Chronic Liver Disease Using Ensemble Learning IEEE Sensors Journal, 2021 DOI:10.1109/JSEN.2021.3091471

[111]	A Review Paper on Facial Recognition Techniques in E-business 2021 International Conference on Computational Science and Computational Intelligence (CSCI), 2021 DOI:10.1109/CSCI54926.2021.00323

[112]	Terrain-based Gait Recognition using EEG: Comparing Machine Learning and Deep Learning Models 2021 International Conference on Computational Performance Evaluation (ComPE), 2021 DOI:10.1109/ComPE53109.2021.9751957

[113]	Contribution of PCA/K-means methods to the mixed assessment of patient safety culture International Journal of Health Governance, 2021 DOI:10.1108/IJHG-05-2020-0052

[114]	Biological soil quality and seasonal variation on enzyme activities under conservation agriculture-based rice–mustard system in the Indo-Gangetic Plains of India Soil Research, 2021 DOI:10.1071/SR21054

[115]	A systemic analysis of green computing adoption using genetically evolved fuzzy cognitive map: a Philippine scenario Kybernetes, 2021 DOI:10.1108/K-05-2020-0263

[116]	Cube Sampled K-Prototype Clustering for Featured Data 2021 IEEE 18th India Council International Conference (INDICON), 2021 DOI:10.1109/INDICON52576.2021.9691727

[117]	A case study on the practicability of using linear analysis results in a Bayesian inference model to predict nonlinear responses in performance-based design methods Numerical Methods in Civil Engineering, 2021 DOI:10.52547/nmce.6.2.49

[118]	Accuracy of Linear Measurements of Maxillary Sinus Dimensions in Gender Identification Using Machine Learning 2021 14th International Conference on Developments in eSystems Engineering (DeSE), 2021 DOI:10.1109/DeSE54285.2021.9719421

[119]	A Survey on Classification Algorithms of Brain Images in Alzheimer’s Disease Based on Feature Extraction Techniques IEEE Access, 2021 DOI:10.1109/ACCESS.2021.3072559

[120]	Integrating machine learning concepts into undergraduate classes 2021 IEEE Frontiers in Education Conference (FIE), 2021 DOI:10.1109/FIE49875.2021.9637283

[121]	Learning Similarity via Subjective Evaluations and Deep Features of Histopathology Images 2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE), 2021 DOI:10.1109/BIBE52308.2021.9635177

[122]	Sustainable and Responsible Entrepreneurship and Key Drivers of Performance Advances in Business Strategy and Competitive Advantage, 2021 DOI:10.4018/978-1-7998-7951-0.ch013

[123]	Investigating the relationship between financial inclusion and poverty in South Africa Development Southern Africa, 2021 DOI:10.1080/0376835X.2021.1978933

[124]	Prediction of Neuronal Firing Patterns in Zebrafish Embryos Using PCA 2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2021 DOI:10.1109/ICECCME52200.2021.9591100

[125]	Screening of Altered Metabolites and Metabolic Pathways in Celiac Disease Using NMR Spectroscopy BioMed Research International, 2021 DOI:10.1155/2021/1798783

[126]	AirGen: GAN-based synthetic data generator for air monitoring in Smart City 2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI), 2021 DOI:10.1109/RTSI50628.2021.9597364

[127]	Hyper-Parameters Tuning for Hyperspectral Image Classification 2021 6th International Conference on Signal Processing, Computing and Control (ISPCC), 2021 DOI:10.1109/ISPCC53510.2021.9609398

[128]	Machine learning methods for sign language recognition: A critical review and analysis Intelligent Systems with Applications, 2021 DOI:10.1016/j.iswa.2021.200056

[129]	Biological soil quality and seasonal variation on enzyme activities under conservation agriculture-based rice–mustard system in the Indo-Gangetic Plains of India Soil Research, 2021 DOI:10.1071/SR21054

[130]	Feature Extraction Technique Using Weighted Histogram Analysis Method (WHAM) for Herbs Discrimination Based on Gas Chromatography Signal IEEE Access, 2021 DOI:10.1109/ACCESS.2021.3060822

[131]	PSO Based Fuzzy-Genetic Optimization Technique for Face Recognition 2021 11th International Conference on Cloud Computing, Data Science & Engineering (Confluence), 2021 DOI:10.1109/Confluence51648.2021.9377028

[132]	A dynamic force reconstruction method based on modified Kalman filter using acceleration responses under multi-source uncertain samples Mechanical Systems and Signal Processing, 2021 DOI:10.1016/j.ymssp.2021.107761

[133]	Home Textile Pattern Emotion Labeling Using Deep Multi-View Feature Learning Frontiers in Psychology, 2021 DOI:10.3389/fpsyg.2021.666074

[134]	Proceedings of International Conference on Communication, Circuits, and Systems Lecture Notes in Electrical Engineering, 2021 DOI:10.1007/978-981-33-4866-0_48

[135]	Machine Learning: Theoretical Foundations and Practical Applications Studies in Big Data, 2021 DOI:10.1007/978-981-33-6518-6_6

[136]	Advanced Machine Learning Approaches in Cancer Prognosis Intelligent Systems Reference Library, 2021 DOI:10.1007/978-3-030-71975-3_7

[137]	The Effect of Principal Component Analysis Parameters on Solar-Induced Chlorophyll Fluorescence Signal Extraction Applied Sciences, 2021 DOI:10.3390/app11114883

[138]	RGB-D based human action recognition using evolutionary self-adaptive extreme learning machine with knowledge-based control parameters Journal of Ambient Intelligence and Humanized Computing, 2021 DOI:10.1007/s12652-021-03348-w

[139]	Non‐negative assisted principal component analysis: A novel method of data analysis for raman spectroscopy Journal of Raman Spectroscopy, 2021 DOI:10.1002/jrs.6112

[140]	Landscape Pattern Change of Impervious Surfaces and Its Driving Forces in Shanghai during 1965–2010 Water, 2021 DOI:10.3390/w13141956

[141]	A Hybrid LSTM-Based Genetic Programming Approach for Short-Term Prediction of Global Solar Radiation Using Weather Data Processes, 2021 DOI:10.3390/pr9071187

[142]	Integrating County-Level Socioeconomic Data for COVID-19 Forecasting in the United States IEEE Open Journal of Engineering in Medicine and Biology, 2021 DOI:10.1109/OJEMB.2021.3096135

[143]	Violence Classification Using Support Vector Machine and Deep Transfer Learning Feature Extraction 2021 International Seminar on Intelligent Technology and Its Applications (ISITIA), 2021 DOI:10.1109/ISITIA52817.2021.9502253

[144]	An RFM Model Customizable to Product Catalogues and Marketing Criteria Using Fuzzy Linguistic Models: Case Study of a Retail Business Mathematics, 2021 DOI:10.3390/math9161836

[145]	Modeling spatial cross-correlation of multiple ground motion intensity measures (SAs, PGA, PGV, Ia, CAV, and significant durations) based on principal component and geostatistical analyses Earthquake Spectra, 2021 DOI:10.1177/8755293020952442

[146]	Classification of Imbalanced Data Represented as Binary Features Applied Sciences, 2021 DOI:10.3390/app11177825

[147]	Fear in a Handful of Dust: The Epidemiological, Environmental, and Economic Drivers of Death by PM2.5 Pollution International Journal of Environmental Research and Public Health, 2021 DOI:10.3390/ijerph18168688

[148]	Robot Multimodal Anomaly Diagnosis by Learning Time-lagged Complex Dynamics 2021 IEEE International Conference on Real-time Computing and Robotics (RCAR), 2021 DOI:10.1109/RCAR52367.2021.9517597

[149]	Infrared Sensing Based Non-Invasive Initial Diagnosis of Chronic Liver Disease Using Ensemble Learning IEEE Sensors Journal, 2021 DOI:10.1109/JSEN.2021.3091471

[150]	Survey on different methods in image compression of Brain Images International Journal of Computer Communication and Informatics, 2020 DOI:10.34256/ijcci2025

[151]	Principal component analysis with drop rank covariance matrix Journal of Industrial & Management Optimization, 2020 DOI:10.3934/jimo.2020072

[152]	Localized Institutional Actors and Smallholder Irrigation Scheme Performance in Limpopo Province of South Africa Agriculture, 2020 DOI:10.3390/agriculture10090418

[153]	Machine Learning Techniques for Optical Performance Monitoring and Modulation Format Identification: A Survey IEEE Communications Surveys & Tutorials, 2020 DOI:10.1109/COMST.2020.3018494

[154]	Upsurging of Quality: Antencendent Framework for EServices Quality Measurement 2020 3rd International Conference on Computer and Informatics Engineering (IC2IE), 2020 DOI:10.1109/IC2IE50715.2020.9274680

[155]	An Automated Approach to Diagnose Turner Syndrome Using Ensemble Learning Methods IEEE Access, 2020 DOI:10.1109/ACCESS.2020.3039867

[156]	Exposure of the Croatian adult population to acrylamide through bread and bakery products Food Chemistry, 2020 DOI:10.1016/j.foodchem.2020.126771

[157]	The role of changing temperature in microbial metabolic processes during permafrost thaw PLOS ONE, 2020 DOI:10.1371/journal.pone.0232169

[158]	Hybrid Approach For Real Time Crowd Activity Identification Using Segmentation 2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS), 2020 DOI:10.1109/ICICCS48265.2020.9120931

[159]	Application of Multivariate Statistical Analysis in the Development of a Surrogate Water Quality Index (WQI) for South African Watersheds Water, 2020 DOI:10.3390/w12061584

[160]	Deep Belief Network-based Fake Task Mitigation for Mobile Crowdsensing under Data Scarcity ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020 DOI:10.1109/ICC40277.2020.9148817

[161]	Investigation of underwater environmental effects in rotating propeller blade tracking laser vibrometric measurement Optics & Laser Technology, 2020 DOI:10.1016/j.optlastec.2020.106460

[162]	Punjabi Depression Inventory: A culturally sensitive measure for Punjabi-speaking migrants residing in the UK Counselling Psychology Review, 2020 DOI:10.53841/bpscpr.2020.35.2.22

[163]	Perception of food manufacturers towards adoption of halal food supply chain in Malaysia Journal of Islamic Marketing, 2020 DOI:10.1108/JIMA-12-2018-0236

[164]	Optimal Scree-CNN for Detecting NS1 Molecular Fingerprint from Salivary SERS Spectra 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020 DOI:10.1109/EMBC44109.2020.9176003

[165]	Fake News Stance Detection Using Deep Learning Architecture (CNN-LSTM) IEEE Access, 2020 DOI:10.1109/ACCESS.2020.3019735

[166]	Cascaded Dimensionality Reduction Method and Its Application in Spectral Classification Journal of Physics: Conference Series, 2020 DOI:10.1088/1742-6596/1624/3/032017

[167]	An Intelligent Hybrid Technique of Decision Tree and Genetic Algorithm for E-Mail Spam Detection 2019 Ninth International Conference on Intelligent Computing and Information Systems (ICICIS), 2019 DOI:10.1109/ICICIS46948.2019.9014756

[168]	Modeling User Network Behavior Based on Network Packet Sketches for Masquerade Detection 2019 IEEE Symposium on Computers and Communications (ISCC), 2019 DOI:10.1109/ISCC47284.2019.8969587

[169]	Financial statement analysis Asian Journal of Accounting Research, 2019 DOI:10.1108/AJAR-05-2019-0037

[170]	Influence of different cold storage times on quality of “Cuiguan” pear fruits during shelf life Journal of Food Processing and Preservation, 2019 DOI:10.1111/jfpp.14245

[171]	Analysis of computational techniques for diabetes diagnosis using the combination of iris-based features and physiological parameters Neural Computing and Applications, 2019 DOI:10.1007/s00521-019-04551-9

[172]	Using machine learning to understand neuromorphological change and image‐based biomarker identification in Cavalier King Charles Spaniels with Chiari‐like malformation‐associated pain and syringomyelia Journal of Veterinary Internal Medicine, 2019 DOI:10.1111/jvim.15621

[173]	Multiple Compounds Recognition from The Tandem Mass Spectral Data Using Convolutional Neural Network Molecules, 2019 DOI:10.3390/molecules24244590

[174]	Using machine learning to understand neuromorphological change and image‐based biomarker identification in Cavalier King Charles Spaniels with Chiari‐like malformation‐associated pain and syringomyelia Journal of Veterinary Internal Medicine, 2019 DOI:10.1111/jvim.15621

[175]	Breeding sites of a narrowly distributed amphibian, a key element in its conservation in the face of global change Aquatic Conservation: Marine and Freshwater Ecosystems, 2018 DOI:10.1002/aqc.2967

[176]	N400 Extraction from Fewer-Trial EEG Data Using a Supervised Signal-to-Noise Ratio Maximizer Method 2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2018 DOI:10.1109/CISP-BMEI.2018.8633204

[177]	Application of Principal Component Analysis vs. Multiple Linear Regression in Resolving Influential Factor Subject to Air Booster Compressor Motor Failure 2018 IEEE 4th International Symposium in Robotics and Manufacturing Automation (ROMA), 2018 DOI:10.1109/ROMA46407.2018.8986722

[178]	Relative Efficacy of Sensor Modalities for Estimating Post-Stroke Motor Impairment 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018 DOI:10.1109/EMBC.2018.8512818

[179]	Microfluidic multi-angle laser scattering system for rapid and label-free detection of waterborne parasites Biomedical Optics Express, 2018 DOI:10.1364/BOE.9.001520

[180]	Features of Cross-Correlation Analysis in a Data-Driven Approach for Structural Damage Assessment Sensors, 2018 DOI:10.3390/s18051571

[181]	Bioinspired invertebrate pest detection on standing crops Bioinspiration, Biomimetics, and Bioreplication VIII, 2018 DOI:10.1117/12.2296580

[182]	Heterogeneity in attitudes underlying preferences for genomic technology producing hybrid poplars on public land Canadian Journal of Forest Research, 2018 DOI:10.1139/cjfr-2017-0293

[183]	The poverty measurement analysis of three districts in Terengganu, Malaysia using principal component analysis 2018 DOI:10.1063/1.5041679

[184]	Assessment of agricultural drought vulnerability to climate change at a municipal level in South Korea Paddy and Water Environment, 2018 DOI:10.1007/s10333-018-0661-z

[185]	Breeding sites of a narrowly distributed amphibian, a key element in its conservation in the face of global change Aquatic Conservation: Marine and Freshwater Ecosystems, 2018 DOI:10.1002/aqc.2967

[186]	Pre-Solutrean rock art in southernmost Europe: Evidence from Las Ventanas Cave (Andalusia, Spain) PLOS ONE, 2018 DOI:10.1371/journal.pone.0204651

[187]	Social networks, cultural orientations and e-government adoption behavior: A Fijian study Information Polity, 2018 DOI:10.3233/IP-170068

[188]	Source identification of total petroleum hydrocarbons and polycyclic aromatic hydrocarbons in PM10 and street dust of a hot spot for petrochemical production: Asaluyeh County, Iran Sustainable Cities and Society, 2018 DOI:10.1016/j.scs.2018.11.015

[189]	Implementation of a Piezo-diagnostics Approach for Damage Detection Based on PCA in a Linux-Based Embedded Platform Sensors, 2018 DOI:10.3390/s18113730

[190]	Classification of micro-calcification in mammograms using scalable linear Fisher discriminant analysis Medical & Biological Engineering & Computing, 2018 DOI:10.1007/s11517-017-1774-z

[191]	Application of Principle Component Analysis in Resolving Influential Factor Subject to Industrial Motor Failure 2018 UKSim-AMSS 20th International Conference on Computer Modelling and Simulation (UKSim), 2018 DOI:10.1109/UKSim.2018.00016

[192]	Assessing Households’ Gas and Electricity Consumption: A Case Study of Djelfa, Algeria Quaestiones Geographicae, 2018 DOI:10.2478/quageo-2018-0034

[193]	EVALUATION OF HYBRID FACE AND VOICE RECOGNITION SYSTEMS FOR BIOMETRIC IDENTIFICATION IN AREAS REQUIRING HIGH SECURITY i-manager’s Journal on Pattern Recognition, 2017 DOI:10.26634/jpr.4.3.13885

[194]	Mathematical Bottom-to-Up Approach in Video Quality Estimation Based on PHY and MAC Parameters IEEE Access, 2017 DOI:10.1109/ACCESS.2017.2772042

[195]	Physiological Signal-Based Method for Measurement of Pain Intensity Frontiers in Neuroscience, 2017 DOI:10.3389/fnins.2017.00279

[196]	The Use of Yanai’s Generalized Coefficient of Determination to Reduce the Number of Variables in DEA Models American Journal of Operations Research, 2017 DOI:10.4236/ajor.2017.73013

[197]	The nexus between infrastructure (quantity and quality) and economic growth in Sub Saharan Africa International Review of Applied Economics, 2017 DOI:10.1080/02692171.2017.1355356

[198]	The Quality on Public Participation in Environmental Impact Assessment (EIA) Reports in Thailand Journal of Environmental Assessment Policy and Management, 2017 DOI:10.1142/S1464333217500089

[199]	The impacts of competition and shadow banking on profitability: Evidence from the Chinese banking industry The North American Journal of Economics and Finance, 2017 DOI:10.1016/j.najef.2017.07.007

[200]	Classification depend on linear discriminant analysis using desired outputs 2016 17th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA), 2016 DOI:10.1109/STA.2016.7952041

[201]	Intellectual capital in action: evidence from Italian local governments Journal of Intellectual Capital, 2016 DOI:10.1108/JIC-01-2016-0011

[202]	Integration of ALOS PALSAR and Landsat Data for Land Cover and Forest Mapping in Northern Tanzania Land, 2016 DOI:10.3390/land5040043

[203]	Colon detection using Principal Component Analysis (PCA) and Support Vector Machine (SVM) 2016 4th International Conference on Cyber and IT Service Management, 2016 DOI:10.1109/CITSM.2016.7577526

[204]	A novel analysis and forecast method of electricity business expanding based on seasonal adjustment 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), 2016 DOI:10.1109/APPEEC.2016.7779595

[205]	Enhancement on image face recognition using Hybrid Multiclass SVM (HM-SVM) 2016 3rd International Conference on Computer and Information Sciences (ICCOINS), 2016 DOI:10.1109/ICCOINS.2016.7783253

[206]	Fusion of geometric and texture features for finger knuckle surface recognition Alexandria Engineering Journal, 2016 DOI:10.1016/j.aej.2015.10.003

[207]	Hybrid Neural Networks and Boosted Regression Tree Models for Predicting Roadside Particulate Matter Environmental Modeling & Assessment, 2016 DOI:10.1007/s10666-016-9507-5

[208]	Retracted: Colon detection using Principal Component Analysis (PCA) and Support Vector Machine (SVM) 2016 4th International Conference on Cyber and IT Service Management, 2016 DOI:10.1109/CITSM.2016.7577526

[209]	Footprint Recognition with Principal Component Analysis and Independent Component Analysis Macromolecular Symposia, 2015 DOI:10.1002/masy.201400045

[210]	Image face recognition using Hybrid Multiclass SVM (HM-SVM) 2015 International Conference on Computer, Control, Informatics and its Applications (IC3INA), 2015 DOI:10.1109/IC3INA.2015.7377765

[211]	Long-term Daily Rainfall Pattern Recognition: Application of Principal Component Analysis Procedia Environmental Sciences, 2015 DOI:10.1016/j.proenv.2015.10.022

[212]	An overview of objectionable image detection 2015 International Symposium on Technology Management and Emerging Technologies (ISTMET), 2015 DOI:10.1109/ISTMET.2015.7359066

[213]	Optimized live migration using NRU and modified clock policy 2015 9th International Conference on e-Commerce in Developing Countries: With focus on e-Business (ECDC), 2015 DOI:10.1109/ECDC.2015.7156325

[214]	Advanced Computer and Communication Engineering Technology Lecture Notes in Electrical Engineering, 2015 DOI:10.1007/978-3-319-07674-4_74

[215]	Identifying quantitative imaging features of posterior fossa syndrome in longitudinal MRI Journal of Medical Imaging, 2015 DOI:10.1117/1.JMI.2.4.044502

[216]	Longitudinal MRI assessment: the identification of relevant features in the development of Posterior Fossa Syndrome in children Medical Imaging 2015: Computer-Aided Diagnosis, 2015 DOI:10.1117/12.2081591

[217]	A Review Paper on Comparison of Numerical Techniques for Finding Approximate Solutions to Boundary Value Problems on Post-Buckling in Functionally Graded Materials Trends Journal of Sciences Research, 2015 DOI:10.31586/MechanicalEngineering.0201.01

[218]	Advanced Computer and Communication Engineering Technology Lecture Notes in Electrical Engineering, 2015 DOI:10.1007/978-3-319-07674-4_74

[219]	Ranking de desempenho do Governo Federal por funnnes de Governo (Performance Ranking of the Federal Government by Government Functions) SSRN Electronic Journal , 2014 DOI:10.2139/ssrn.2829336

[220]	Advantage and drawback of support vector machine functionality 2014 International Conference on Computer, Communications, and Control Technology (I4CT), 2014 DOI:10.1109/I4CT.2014.6914146

[221]	Assessment of Different Image Clutter Metrics Using Multivariate Analyses and Neurofuzzy System 2014 13th International Conference on Machine Learning and Applications, 2014 DOI:10.1109/ICMLA.2014.92

[222]	Prioritization of Unit Testing on non-object oriented using a top-down based approach 2014 8th. Malaysian Software Engineering Conference (MySEC), 2014 DOI:10.1109/MySec.2014.6985991

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