Feature Selection Methods Using RBFNN Based on Enhance Air Quality Prediction: Insights from Shah Alam

QR Code

Feature Selection Methods Using RBFNN Based on Enhance Air Quality Prediction: Insights from Shah Alam

This study examines the predictive efficiency of several feature selection approaches in air quality models aimed to predict next-day PM2.5 concentrations in Shah Alam, Malaysia. Air pollution in urban areas is a significant public health concern, and accurate prediction models are essential for tim...

書目詳細資料
發表在:	International Journal of Advanced Computer Science and Applications
主要作者:	2-s2.0-86000672793
格式:	Article
語言:	English
出版:	Science and Information Organization 2024
在線閱讀:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-86000672793&doi=10.14569%2fIJACSA.2024.0151148&partnerID=40&md5=ac387223414c643c39b33d00b142c970

相似書籍

Multibeam RF antenna solution for capacity enhancement in stadium Shah Alam
由: 2-s2.0-85063449538
出版: (2018)

Improving Air Pollution Prediction Modelling Using Wrapper Feature Selection
由: 2-s2.0-85138699784
出版: (2022)

Water Quality Improvement using Aloe Vera and Coconut Husk as Natural Coagulant for Shah Alam Lakes Malaysia
由: Sani S.N.H.; Kasmuri N.; Zaini N.; Nazri N.A.A.; Selim H.; Miskon M.F.
出版: (2024)

URBAN GOVERNANCE APPROACHES FOR LOW CARBON CITIES. THE CASE OF SHAH ALAM LOCAL GOVERNMENT, MALAYSIA
由: 2-s2.0-85147564652
出版: (2022)

Sustainable Surface Water Dissolved Oxygen Monitoring at Lake 7/1F, Shah Alam, Selangor
由: Thamrin N.M.; Ali M.S.A.M.; Misnan M.F.; Ibrahim N.N.N.; Shaghaghi N.
出版: (2021)

Key drivers, challenges and strategies towards successful low-carbon campus: the case of UiTM Shah Alam campus
由: Mustaffa N.K.; Kudus S.A.; Aziz M.F.H.A.
出版: (2023)

Enhancing big data feature selection using a hybrid correlation-based feature selection
由: Mohamad M.; Selamat A.; Krejcar O.; Crespo R.G.; Herrera-Viedma E.; Fujita H.
出版: (2021)

Hybrid filtering methods for feature selection in high-dimensional cancer data
由: 2-s2.0-85172876734
出版: (2023)

Predicting 30-day mortality after an acute coronary syndrome (acs) using machine learning methods for feature selection, classification and visualisation
由: Aziida N.; Malek S.; Aziz F.; Ibrahim K.S.; Kasim S.
出版: (2021)

Optimal feature selection using modified cuckoo search for classification of power quality disturbances
由: Mehedi I.M.; Ahmadipour M.; Salam Z.; Ridha H.M.; Bassi H.; Rawa M.J.H.; Ajour M.; Abusorrah A.; Abdullah M.P.
出版: (2021)

Optimal feature selection using modified cuckoo search for classification of power quality disturbances
由: 2-s2.0-85115808020
出版: (2021)

Optimized Feature Selection and Transformations for Early Stage Prediction of Autism Using Supervised Machine Learning Models
由: 2-s2.0-85179371094
出版: (2023)

Student performance classification: a comparison of feature selection methods based on online learning activities
由: Alias M.A.H.; Aziz M.A.A.; Hambali N.; Taib M.N.
出版: (2024)

Hybrid embedded and filter feature selection methods in big-dimension mammary cancer and prostatic cancer data
由: 2-s2.0-85200038464
出版: (2024)

Solar power prediction based on Artificial Neural Network guided by feature selection for Large-scale Solar Photovoltaic Plant
由: 2-s2.0-85173601977
出版: (2023)

Integrating Deep Learning Features Extraction and Image Processing for Visual Pattern Analysis in Air Quality Index (AQI) Classification
由: 2-s2.0-85219525159
出版: (2024)

Improving Air Quality Prediction Models for Banting: A Performance Evaluation of Lasso, mRMR, and ReliefF
由: Arafin, et al.
出版: (2025)

Grasshopper Optimization Algorithm with Crossover Operators for Feature Selection and Solving Engineering Problems
由: 2-s2.0-85125331226
出版: (2022)

Feature selection for online streaming high-dimensional data: A state-of-the-art review
由: 2-s2.0-85135701708
出版: (2022)

Prediction of Daily Air Pollutants Concentration and Air Pollutant Index Using Machine Learning Approach
由: Mustakim N.A.; Ul-Saufie A.Z.; Shaziayani W.N.; Noor N.M.; Mutalib S.
出版: (2023)

Insight into Structural Features of Magnetic Kaolinite Nanocomposite and Its Potential for Methylene Blue Dye Removal from Aqueous Solution
由: 2-s2.0-85127593403
出版: (2022)

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
由: Reduwan N.H.; Abdul Aziz A.A.; Mohd Razi R.; Abdullah E.R.M.F.; Mazloom Nezhad S.M.; Gohain M.; Ibrahim N.
出版: (2024)

Quality of governance and urbanization as moderators in the relationship between air quality, inclusive development, and life expectancy
由: Erum, et al.
出版: (2025)

Machine learning algorithms for high-resolution prediction of spatiotemporal distribution of air pollution from meteorological and soil parameters
由: 2-s2.0-85153537218
出版: (2023)

Feature selection embedded cluster distribution position for characteristic analysis of multi-dimension poverty-stricken households in China
由: Liu H.; Liu Y.; Zhang R.; Liu D.; Zhang Z.
出版: (2021)

Indoor Environment Quality (IEQ): Temperature and Indoor Air Quality (IAQ) Factors toward Occupants Satisfaction
由: 2-s2.0-85091103930
出版: (2020)

Lung lesion identification using geometrical feature and optical flow method from computed tomography scan images
由: 2-s2.0-85189779867
出版: (2023)

Indoor Air Quality: Bibliometric Analysis of the Published Literature Between 2018 and 2023
由: Nazli S.N.; Vilcins D.; Sly P.D.; Razak A.A.; Sabri N.; Ibrahim T.N.B.T.
出版: (2024)

Change of Use Challenges: Unveiling Indoor Air Quality in Converted Kindergarten Buildings
由: 2-s2.0-85219189360
出版: (2025)

Oocytes Quality Assessment-The Current Insight: A Systematic Review
由: Ahmad, et al.
出版: (2024)

Predictive model for moisture content of Coffea liberica seeds subjected to ambient air drying
由: Tsan F.Y.; Nor Farzana A.F.; Jessita T.
出版: (2024)

Utilizing a Low-Cost Air Quality Sensor: Assessing Air Pollutant Concentrations and Risks Using Low-Cost Sensors in Selangor, Malaysia
由: Khaslan Z.; Nadzir M.S.M.; Johar H.; Siqi Z.; Sulong N.A.; Mohamed F.; Majumdar S.; Suris F.N.A.; Hawari N.S.S.L.; Borah J.; Gee M.O.C.; Wahab M.I.A.; Bakar M.A.A.; Ariff N.M.; Japeri A.Z.U.-S.M.; Nor M.F.F.M.; Rabuan U.; Ali S.H.M.; Murugan B.; Cayetano M.G.
出版: (2024)

Utilizing a Low-Cost Air Quality Sensor: Assessing Air Pollutant Concentrations and Risks Using Low-Cost Sensors in Selangor, Malaysia
由: 2-s2.0-85188453529
出版: (2024)

Predicting sea levels using ML algorithms in selected locations along coastal Malaysia
由: 2-s2.0-85168853997
出版: (2023)

Assessment of environmental noise and air quality in critical areas at uiTM engineering complex
由: David N.V.; Ismail K.
出版: (2014)

Microclimate Environmental Model for New Built Environment and Design Complex UiTM Puncak Alam
由: 2-s2.0-85077716962
出版: (2019)

Image segmentation and feature extraction method for lung lesion detection in computed tomography images
由: 2-s2.0-85172192821
出版: (2023)

Enhancing software feature extraction results using sentiment analysis to aid requirements reuse
由: Raharjana I.K.; Aprillya V.; Zaman B.; Justitia A.; Fauzi S.S.M.
出版: (2021)

Smoking Behaviour and Dry Eye Symptoms among Uitm Puncak Alam Students during Covid 19
由: 2-s2.0-85142206262
出版: (2022)

Combustion characteristics of Malaysian municipal solid waste and predictions of air flow in a rotary kiln incinerator
由: 2-s2.0-53549109971
出版: (2008)