Graduate Data Job Classification Using Support Vector Machine with Radial Basis Function Kernel

QR Code

Graduate Data Job Classification Using Support Vector Machine with Radial Basis Function Kernel

The escalating rates of unemployment among recent graduates constitute a pressing concern, with farreaching implications for a nation's future. Graduates often encounter challenges in aligning their skills and interests with suitable positions, while employers grapple with identifying the ideal...

Full description

Bibliographic Details
Published in:	2023 IEEE Symposium on Computers and Informatics, ISCI 2023
Main Author:	Hisham M.H.H.; Abdul Aziz M.A.; Sulaiman A.A.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85184848665&doi=10.1109%2fISCI58771.2023.10391874&partnerID=40&md5=f7f454ee5bddfffb9a46d902c49c4a26

Similar Items

Identification of essential oil extraction system using Radial Basis Function (RBF) Neural Network
by: Yunan I.; Yassin I.M.; Adnan S.F.S.; Rahiman M.H.F.
Published: (2012)

Identification of DC motor drive system model using Radial Basis Function (RBF) neural network
by: Yassin I.M.; Taib M.N.; Abdul Aziz M.Z.; Abdul Rahim N.; Tahir N.Md.; Johari A.
Published: (2011)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

Detection of asphyxia from infant cry by linear kernel support vector machine enhanced with features from orthogonal least square
by: Sahak R.; Lee Y.K.; Mansor W.; Zabidi A.; Yassin A.I.M.
Published: (2011)

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)

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)

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)

A hybrid classifier based on support vector machine and Jaya algorithm for breast cancer classification
by: Alshutbi M.; Li Z.; Alrifaey M.; Ahmadipour M.; Othman M.M.
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)

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)

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)

Post Pandemic Tourism: Sentiment Analysis using Support Vector Machine Based on TikTok Data
by: Sabri N.M.; Subki S.N.A.M.; Bahrin U.F.M.; Puteh M.
Published: (2024)

Prediction Model based on Continuous Data for Student Performance using Principal Component Analysis and Support Vector Machine
by: Sabri M.Z.M.; Majid N.A.A.; Hanawi S.A.; Talib N.I.M.; Yatim A.I.A.
Published: (2023)

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)

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)

Phylogeny and infrageneric classification of Correa Andrews (Rutaceae) on the basis of nuclear and chloroplast DNA
by: Othman R.N.A.; Jordan G.J.; Worth J.R.P.; Steane D.A.; Duretto M.F.
Published: (2010)

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)