Precipitation estimation using support vector machine with discrete wavelet transform

QR Code

Precipitation estimation using support vector machine with discrete wavelet transform

Precipitation prediction is of dispensable importance in many hydrological applications. In this study, monthly precipitation data sets from Serbia for the period 1946-2012 were used to estimate precipitation. To fulfil this objective, three mathematical techniques named artificial neural network (A...

Full description

Bibliographic Details
Published in:	Water Resources Management
Main Author:	Shenify M.; Danesh A.S.; Gocić M.; Taher R.S.; Wahab A.W.A.; Gani A.; Shamshirband S.; Petković D.
Format:	Article
Language:	English
Published:	Springer Netherlands 2015
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-84982818428&doi=10.1007%2fs11269-015-1182-9&partnerID=40&md5=8a14782465bf0af5c4f06fb6bff82c05

Similar Items

Optimization of Discrete Wavelet Transform Feature Representation and Hierarchical Classification of G-Protein Coupled Receptor Using Firefly Algorithm and Particle Swarm Optimization
by: Kamal N.A.M.; Bakar A.A.; Zainudin S.
Published: (2022)

Comparative study of clustering methods for wake effect analysis in wind farm
by: Al-Shammari E.T.; Shamshirband S.; Petković D.; Zalnezhad E.; Yee P.L.; Taher R.S.; Žojbašić Ž.
Published: (2016)

Power Transformer Incipient Fault Diagnosis Using Support Vector Machine
by: Rosli M.A.S.; Zakaria F.; Zin N.M.; Daud R.M.N.R.; Sidek M.N.; Zain M.Y.M.; Kassim A.H.
Published: (2022)

Low wind speed direction extraction using wavelet transform technique
by: Deros S.N.M.; Asmat A.; Mansor S.
Published: (2015)

Power Transformer Classification through Dissolved Gas Analysis Utilizing Least-Square Support Vector Machine
by: Yasin Z.M.; Zakaria F.; Salim N.A.; Ab Aziz N.F.
Published: (2024)

Wavelet transform of acoustic signal from a Ranque-Hilsch Vortex Tube
by: Istihat Y.; Wisnoe W.
Published: (2015)

Enhanced Daily Reference Evapotranspiration Estimation Using Optimized Hybrid Support Vector Regression Models
by: Yong S.L.S.; Ng J.L.; Huang Y.F.; Ang C.K.; Ahmad Kamal N.; Mirzaei M.; Najah Ahmed A.
Published: (2024)

A Modified Non-separable Haar Wavelet Transform with Rabin-p Cryptosystem for Colour Image Watermarking
by: Razak M.K.A.; Abdullah K.; Halim S.A.
Published: (2022)

Enhanced Daily Reference Evapotranspiration Estimation Using Optimized Hybrid Support Vector Regression Models
by: Yong, et al.
Published: (2024)

Classification of faults in grid-connected photovoltaic system based on wavelet packet transform and an equilibrium optimization algorithm-extreme learning machine
by: Ahmadipour M.; Murtadha Othman M.; Alrifaey M.; Bo R.; Kit Ang C.
Published: (2022)

Performance Comparison Between S-Band And C-Band Radar In Quantitative Precipitation Estimation
by: Ahbar M.I.; Tahir W.; Osman N.S.
Published: (2023)

Anomalous gait detection based on support vector machine
by: Manap H.H.; Tahir N.Md.; Yassin A.I.M.
Published: (2011)

Segmentation of Breast Microcalcification Using Hybrid Method of Canny Algorithm with Otsu Thresholding and 2D Wavelet Transform
by: Azam A.S.B.; Malek A.A.; Ramlee A.S.; Suhaimi N.D.S.M.; Mohamed N.
Published: (2020)

Machine Learning-based Model for Enhanced Quantitative Precipitation Estimates (QPE) from Radar Images Extracted Features
by: Osman N.S.; Tahir W.
Published: (2023)

Leptospirosis Relative Risk Estimates based on Continuous-Time, DiscreteSpace Stochastic SIR-L-SI Transmission Model
by: Ideris, et al.
Published: (2024)

Robustness of Modified Non-Separable Haar Wavelet Transform and Singular Value Decomposition for Non-blind Digital Image Watermarking
by: Razak M.K.A.; Abdullah K.; Halim S.A.
Published: (2022)

Content Based-Image Retrieval Using Support Vector Machine
by: Shahrom S.I.; Mohamed N.; Kamarudin S.F.; Ghazali W.N.A.W.; Malek A.A.
Published: (2021)

Exploring feature selection and support vector machine in text categorization
by: Abdul-Rahman S.; Mutalib S.; Khanafi N.A.; Ali A.M.
Published: (2013)

Weed classification using one class support vector machine
by: Shahbudin S.; Zamri M.; Kassim M.; Abdullah S.A.C.; Suliman S.I.
Published: (2017)

A simulation model for visitors’ thermal comfort at urban public squares using non-probabilistic binary-linear classifier through soft-computing methodologies
by: Kariminia S.; Shamshirband S.; Hashim R.; Saberi A.; Petković D.; Roy C.; Motamedi S.
Published: (2016)

Knots timber detection and classification with C-support vector machine
by: Redzuan F.I.M.; Yusoff M.
Published: (2019)

Classification of transient in power system using support vector machine
by: Harnzah N.; Anuwar F.H.; Zakaria Z.; Tahir N.Md.
Published: (2009)

Non-blind Image Watermarking Algorithm based on Non-Separable Haar Wavelet Transform against Image Processing and Geometric Attacks
by: Razak M.K.A.; Abdullah K.; Halim S.A.
Published: (2023)

A review of the application of support vector machines in landslide susceptibility mapping
by: Yusof M.K.T.M.; Rashid A.S.A.; Apandi N.M.; Khanan M.F.B.A.; Rahman M.Z.B.A.
Published: (2023)

Differentiation of Agarwood oil quality using Support Vector Machine (SVM)
by: Jantan H.; Yassin I.M.; Zabidi A.; Ismail N.; Ali M.S.A.M.
Published: (2017)

Fault classification in smart distribution network using support vector machine
by: Chuan O.W.; Ab Aziz N.F.; Yasin Z.M.; Salim N.A.; Wahab N.A.
Published: (2020)

The Classification Performance using Support Vector Machine for Endemic Dengue Cases
by: Nordin N.I.; Mohd Sobri N.; Ismail N.A.; Zulkifli S.N.; Abd Razak N.F.; Mahmud M.
Published: (2020)

AN OPTIMIZED SUPPORT VECTOR MACHINE WITH GENETIC ALGORITHM FOR IMBALANCED DATA CLASSIFICATION
by: Shamsudin H.; Yusof U.K.; Haijie Y.; Isa I.S.
Published: (2023)

Classification of SERS-based Fish and Beef Gelatin using Support Vector Machine
by: Saharuddin K.D.; Mansor W.; Jaafar S.A.; Khan Z.I.; Mahmud A.R.
Published: (2024)

Classification of SEMG Signal Based Hand Movements by Using Support Vector Machine
by: Zahra S.R.; Ismail S.; Ali M.D.; Khan M.A.; Darus M.Y.; Mazhar T.
Published: (2024)

Kinect-based frontal view gait recognition using support vector machine
by: Sahak R.; Md Tahir N.; Yassin I.; Zaman F.H.H.K.
Published: (2018)

Sequential minimal optimization algorithm with support vector machine for mosquito larvae identification
by: Yusoff M.; Jefri N.J.; Shahar M.K.
Published: (2017)

Classification of hand gestures from forearm electromyogram signatures from support vector machine
by: Albitar D.; Jailani R.; Ali M.S.A.M.; Majeed A.P.P.A.
Published: (2021)

Classification of Brain Tumors on MRI Images Using DenseNet and Support Vector Machine
by: Minarno A.E.; Kantomo I.S.; Sumadi F.D.S.; Nugroho H.A.; Ibrahim Z.
Published: (2022)

Optimization of principal component analysis and support vector machine for the recognition of infant cry with asphyxia
by: Sahak R.; Mansor W.; Lee K.Y.; Zabidi A.; Yassin A.I.M.
Published: (2013)

Orthogonal least square based support vector machine for the classification of infant cry with asphyxia
by: Sahak R.; Mansor W.; Lee Y.K.; Mohd Yassin A.I.; Zabidi A.
Published: (2010)

Chronic Kidney Disease Prediction based on Data Mining Method and Support Vector Machine
by: Bin Abdul Ghafar M.H.; Aleena Binti Abdullah N.; Abdul Razak A.H.; Syahirul Amin Bin Megat Ali M.; Mutalib Al-Junid S.A.
Published: (2022)

Daily River Flow Forecasting with Hybrid Support Vector Machine - Particle Swarm Optimization
by: Zaini N.; Malek M.A.; Yusoff M.; Mardi N.H.; Norhisham S.
Published: (2018)

The Grading of Agarwood Oil Quality Based on Multiclass Support Vector Machine (MSVM) Model
by: Mohd Amidon A.F.; Zawani Mahabob N.; Hazwa Mohd Huzir S.M.; Mohd Yusoff Z.; Ismail N.; Taib M.N.
Published: (2022)

Evaluating the legibility of decorative Arabic scripts for Sultan Alauddin mosque using an enhanced soft-computing hybrid algorithm
by: Saberi A.; Motamedi S.; Shamshirband S.; Lewis Kausel C.; Petković D.; Endut E.; Ahmad S.S.; Hashim R.; Roy C.
Published: (2016)