Feasibility of Multilayer Perceptron (MLP) Network to Correlate Air Quality Index (AQI) and COVID-19 Daily Cases

QR Code

Feasibility of Multilayer Perceptron (MLP) Network to Correlate Air Quality Index (AQI) and COVID-19 Daily Cases

A movement control order (MCO) was implemented in Malaysia starting from March 18th, 2020, as a pandemic control strategy that restricted all movement and daily outdoor activities to curb the transmission of COVID-19 pandemic. The most populated area in Malaysia, Petaling Jaya, Selangor, was selecte...

Full description

Bibliographic Details
Published in:	Springer Proceedings in Physics
Main Author:	Abd Maruzuki M.I.F.; Tengku Zahidi T.S.A.; Khairudin K.; Osman M.S.; Jasmy N.F.; Abdul Hadi B.; Akbar M.S.; Saufie A.Z.U.; Fathullah M.; Nor Syamsudin D.S.; Mohd Nazeri N.B.
Format:	Conference paper
Language:	English
Published:	Springer Science and Business Media Deutschland GmbH 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168766496&doi=10.1007%2f978-981-19-9267-4_43&partnerID=40&md5=b46979f5e1b975b3f5ae1cd182bc4470

Similar Items

Improving the Quality of Agarwood Oil by Using the Intelligent of Multilayer Perceptron (MLP) Network Training Algorithms
by: Mahabob N.Z.; Yusoff Z.M.; Ismail N.; Taib M.N.
Published: (2023)

Students’ learning habit factors during COVID-19 pandemic using multilayer perceptron (MLP)
by: Mangshor N.N.A.; Ibrahim S.; Sabri N.; Kamaruddin S.A.
Published: (2021)

Optimization of learning algorithms in multilayer perceptron (MLP) for sheet resistance of reduced graphene oxide thin-film
by: Aminuddin N.A.B.; Ismail N.; Masrie M.; Badaruddin S.A.M.
Published: (2021)

Performance evaluation of radial basis function (RBF) and multilayer perceptron (MLP) in identifying the contributory factors of learning habits during COVID-19
by: Mangshor N.N.A.; Ibrahim S.; Sabri N.; Hamzah H.H.M.; Kamaruddin S.A.
Published: (2024)

Investigation of MFCC feature representation for classification of spoken letters using Multi-Layer Perceptrons (MLP)
by: Daud M.S.; Yassin I.M.; Zabidi A.; Johari M.A.; Salleh M.K.M.
Published: (2011)

Classification of Parkinson's disease based on Multilayer Perceptrons Neural Network
by: Bakar Z.A.; Tahir N.M.; Yassin I.M.
Published: (2010)

Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Amin Megat Ali M.S.; Zabidi A.; Md Tahir N.; Mohd Yassin I.; Eskandari F.; Saadon A.; Taib M.N.; Ridzuan A.R.
Published: (2024)

Pattern classification in recognizing Qalqalah Kubra pronuncation using multilayer perceptrons
by: Hassan H.A.; Nasrudin N.H.; Khalid M.N.M.; Zabidi A.; Yassin A.I.
Published: (2012)

Classification of infant cries with asphyxia using multilayer perceptron neural network
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2010)

Classification of infant cries with hypothyroidism using multilayer perceptron neural network
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2009)

Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Ali, et al.
Published: (2024)

Multi-Layer Perceptron (MLP)-based Nonlinear Auto-Regressive with Exogenous Inputs (NARX) stock forecasting model
by: Yassin I.M.; Abdul Khalid M.F.; Herman S.H.; Pasya I.; Ab Wahab N.; Awang Z.
Published: (2017)

Frontal view gait recognition using locally linear embedded and multilayer perceptron based on Kinect
by: Sahak R.; Tahir N.M.; Yassin A.I.; Zaman F.H.K.; Zabidi A.
Published: (2017)

Non-destructive classification of watermelon ripeness using Mel-frequency cepstrum coefficients and multilayer perceptrons
by: M. Shah Baki S.R.; Mohd Z. M.A.; Yassin I.M.; Hasliza A.H.; Zabidi A.
Published: (2010)

The effect of F-ratio in the classification of asphyxiated infant cries using multilayer perceptron neural network
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2010)

Morphological Characterization of Silver Nanowires (AgNWs)-Embedded Polymeric Film for Flexible Wearable Antenna
by: Osman M.S.; Abd Halim N.H.; Khairudin K.; Abu Bakar A.; Razali A.R.; Fathullah M.; Abdul Razak A.K.; Akbar M.S.
Published: (2023)

Detection of asphyxia from infant cry using support vector machine and multilayer perceptron integrated with Orthogonal Least Square
by: Sahak R.; Mansor W.; Khuan L.Y.; Zabidi A.; Yassin A.I.M.
Published: (2012)

A robust transmission line fault classification scheme using class-dependent feature and 2-Tier multilayer perceptron network
by: Mahmud M.N.; Ibrahim M.N.; Osman M.K.; Hussain Z.
Published: (2018)

Three-dimensional particle swam optimisation of Mel Frequency Cepstrum Coefficient computation and multilayer perceptron neural network for classifying asphyxiated infant cry
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2011)

Optimizations of NARX lag space selection for a Multi-Layer Perceptron (MLP)-based model of a down-flowing steam distillation system using Particle Swarm Optimization (PSO)
by: Nordin M.N.N.; Rahiman M.H.F.; Adnan R.; Yusoff Z.M.; Yassin I.M.
Published: (2012)

Three days ahead prediction of daily 12 hour ozone (O3) concentrations for urban area in malaysia
by: Muhamad M.; Ul-Saufie A.Z.; Deni S.M.
Published: (2015)

Prediction of heart abnormality using MLP network
by: Hashim F.R.; Januar Y.; Mat M.H.; Rizman Z.I.; Awang M.K.
Published: (2018)

Artificial Neural Network-driven Optimization of Fe3 O4 Nanoparticles/PVDF Macrospheres in Fenton-like System for Methylene Blue Degradation
by: Osman M.S.; Khairudin K.; Hassan H.; Sam S.-T.; Nazeri N.B.M.; Mustapa N.L.S.; Fitriyanti M.
Published: (2024)

Future daily PM10 concentrations prediction by combining regression models and feedforward backpropagation models with principle component analysis (PCA)
by: Ul-Saufie A.Z.; Yahaya A.S.; Ramli N.A.; Rosaida N.; Hamid H.A.
Published: (2013)

Gait cycle prediction model based on gait kinematic using machine learning technique for assistive rehabilitation device
by: Izhar C.A.A.; Hussain Z.; Maruzuki M.I.F.; Sulaiman M.S.; Rahim A.A.A.
Published: (2021)

Electrocardiogram profiling of myocardial infarction history using MLP and HMLP networks
by: Gani F.S.A.; Nordin M.K.; Yassin A.I.M.; Ibrahim I.P.; Megat Ali M.S.A.
Published: (2019)

EfficientNet based Convolutional Neural Network for Visual Plant Disease Detection
by: Kumar D.; Ishak M.K.; Maruzuki M.I.F.
Published: (2022)

Classification of dyslexic and normal children during resting condition using KDE and MLP
by: Karim I.; Abdul W.; Kamaruddin N.
Published: (2013)

PSO-Optimized CoVID-19 MLP-NARX Mortality Prediction Model
by: Yassin I.M.; Zabidi A.; Ali M.S.A.M.; Baharom R.
Published: (2021)

Short-term effects of daily air pollution on mortality
by: Wan Mahiyuddin W.R.; Sahani M.; Aripin R.; Latif M.T.; Thach T.-Q.; Wong C.-M.
Published: (2013)

A New Attention Mechanism for Semi-Guided Annotation of Very Large-Scale Pavement Defect Labelling in Malaysia Road Images
by: Maruzuki M.I.F.; Osman M.K.; Setumin S.; Ibrahim A.
Published: (2024)

Feasibility of text visualization in text steganalysis
by: Ab. Rauf R.H.; Jamal N.
Published: (2014)

MLP-NARX Bitcoin Price Prediction Model Integrating System Identification Modelling Principles
by: Nasarudin M.N.F.; Yassin I.M.; Ali M.S.A.M.; Mahmood M.K.A.; Baharom R.; Rizman Z.I.
Published: (2022)

The role of social media in supporting elderly quality daily life
by: Haris N.; Majid R.A.; Abdullah N.; Osman R.
Published: (2015)

Systematic literature review: application of deep learning processing technique for fig fruit detection and counting
by: Kamaruzaman A.S.F.; Ani A.I.C.; Farid M.A.H.M.; Bakar S.J.A.; Maruzuki M.I.F.; Setumin S.; Hadi M.S.
Published: (2023)

A Novel Application of MLP Networks in Classifying L Band Eco-Friendly Microwave Absorbers
by: Ahmad A.; Taib M.N.; Abdullah H.; Ismail N.; Yassin A.I.M.; Kasim L.M.; Noor N.M.; Kasim N.M.; Ismail N.A.
Published: (2024)

Dysgraphia Handwriting Image Augmentation for CNN Model Classification
by: Harun N.; Isa I.S.; Ramlan S.A.; Osman M.K.; Maruzuki M.I.F.
Published: (2024)

Improvement of wheat straw anaerobic digestion through alkali pre-treatment: Carbohydrates bioavailability evaluation and economic feasibility
by: Romero-Güiza M.S.; Wahid R.; Hernández V.; Møller H.; Fernández B.
Published: (2017)

Investigation of Mel Frequency Cepstrum Coefficients parameters for classification of infant cries with hypothyroidism using MLP classifier
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2010)

Evaluating the WeCare Program: Acceptability, appropriateness, and feasibility
by: Makhtar, et al.
Published: (2024)