Classification of SERS-based Fish and Beef Gelatin using Support Vector Machine

QR Code

Classification of SERS-based Fish and Beef Gelatin using Support Vector Machine

Preventing fish and beef allergies can be achieved by identifying their components using Surface-Enhanced Raman Spectroscopy (SERS) combined with machine learning techniques. Despite its potential, the application of Support Vector Machine (SVM) in recognizing SERS-based fish and beef gelatin remain...

Full description

Bibliographic Details
Published in:	IEEE Symposium on Wireless Technology and Applications, ISWTA
Main Author:	Saharuddin K.D.; Mansor W.; Jaafar S.A.; Khan Z.I.; Mahmud A.R.
Format:	Conference paper
Language:	English
Published:	IEEE Computer Society 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203788293&doi=10.1109%2fISWTA62130.2024.10651793&partnerID=40&md5=29ba0f3c1e2360e8ac2cca694e9351c0

Similar Items

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)

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)

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

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

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

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)

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)

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 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)

Multi-class support vector machine for human posture classification using a simplified shock graph
by: Shahbudin S.; Hussain A.; Tahir N.M.; Samad S.A.
Published: (2008)

Classification of EEG signals using support vector machine to distinguish different hand motor movements
by: Hamzah N.; Abidin N.Z.; Salehuddin M.; Zaini N.; Sani M.
Published: (2017)

Housebreaking crime gait pattern classification using artificial neural network and support vector machine
by: Razak H.A.; Almisreb A.A.; Mohammed Saleh M.A.; Tahir N.M.
Published: (2020)

Graduate Data Job Classification Using Support Vector Machine with Radial Basis Function Kernel
by: Hisham M.H.H.; Abdul Aziz M.A.; Sulaiman A.A.
Published: (2023)

Performance Evaluation of Support Vector Machine Algorithm in Object Classification Using Different Preprocessing Methods
by: Zhipeng X.; Aziz M.A.A.; Razak N.A.
Published: (2024)

Preliminary Study on Classification of Cymbopogon Nardus Essential Oil using Support Vector Machine (SVM)
by: Zawani Mahabob N.; Mohd Yusoff Z.; Ismail N.; Nasir Taib M.
Published: (2020)

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)

PCA Kernel Based Extreme Learning Machine Model for Detection of NS1 from Salivary SERS Spectra
by: Othman N.H.; Lee K.Y.; Mohd Radzol A.R.; Mansor W.; Zulkimi N.A.Z.M.
Published: (2019)

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

Classification of Voltage Sag Using Arduino Uno and One Versus One Support Vector Machine (OVO-SVM)
by: Yusoh M.A.T.M.; Sahari M.S.I.; Abidin A.F.; Mohamad N.Z.; Zakaria M.I.; Kassim A.H.
Published: (2024)

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)

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)

Optimal features for classifying asphyxiated infant cry using support vector machine with RBF kernel
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2011)

Performance of Combined Support Vector Machine and Principal Component Analysis in recognizing infant cry with asphyxia
by: Sahak R.; Mansor W.; Lee Y.K.; Yassin A.I.M.; Zabidi A.
Published: (2010)

Detection of asphyxiated infant cry using support vector machine integrated with principal component analysis
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2010)

Optimized Support Vector Machine for classifying infant cries with asphyxia using Orthogonal Least Square
by: Sahak R.; Lee Y.K.; Mansor W.; Yassin A.I.M.; Zabidi A.
Published: (2010)

Choice for a support vector machine kernel function for recognizing asphyxia from infant cries
by: Sahak R.; Mansor W.; Khuan L.Y.; Yassin A.I.M.; Zabidi A.; Yasmin F.; Rahman A.
Published: (2009)

Support vector machine with theta-beta band power features generated from writing of dyslexic children
by: Mahmoodin Z.; Lee K.Y.; Mansor W.; Zainuddin A.Z.A.
Published: (2019)

Bornean Orangutan Nest Classification using Image Enhancement with Convolutional Neural Network and Kernel Multi Support Vector Machine Classifier
by: Amran A.A.; On C.K.; Karim S.A.A.; Hung L.P.; See C.S.; Simon D.; Rossdy M.; Jing C.
Published: (2025)

Orthogonal least square and optimized support vector machine with polynomial kernel for classifying asphyxiated infant cry
by: Sahak R.; Mansor W.; Lee Y.K.; Zabidi A.; Yassin A.I.M.
Published: (2011)

Assessment of urban growth changes in Klang District using Support Vector Machine by different kernel
by: Saraf N.M.; Lokman M.F.; Abdul Rasam A.R.; Hashim N.
Published: (2022)

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)

Precipitation estimation using support vector machine with discrete wavelet transform
by: Shenify M.; Danesh A.S.; Gocić M.; Taher R.S.; Wahab A.W.A.; Gani A.; Shamshirband S.; Petković D.
Published: (2015)

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)

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)

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)

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)