Stock market predicton using support vector machines

QR Code

Stock market predicton using support vector machines

The stock market is a complex, nonstationaty, chaotic and non-linear dynamical system. Therefore, predicting stock price movements is quite difficult. A novel type of learning machine called support vector machine (SVM) has been receiving increasing interest in areas ranging from its original applic...

Full description

Bibliographic Details
Main Authors:	Md. Sap, Mohd. Noor, Awan, A. Majid
Format:	Article
Language:	English
Published:	Penerbit UTM Press 2005
Subjects:	HF Commerce QA75 Electronic computers. Computer science
Online Access:	http://eprints.utm.my/8515/ http://eprints.utm.my/8515/1/MohdNoorMdSap2005_StockMarketPredictionUsingSupportVectorMachines.PDF

Similar Items

Finding kernel function for stock market prediction with support vector regression
by: Chai, Chon Lung
Published: (2006)

Email categorization using support vector machine
by: Mohd. Daud, Mariah
Published: (2004)

Online handwriting recognition using support vector machine
by: Ahmad, Abdul Rahim, et al.
Published: (2004)

Support vector classification of remote sensing images using improved spectral Kernels
by: Md. Sap, Mohd. Noor, et al.
Published: (2008)

Development of an intelligent prediction tool for rice yield based on machine learning techniques
by: Md. Sap, Mohd. Noor, et al.
Published: (2006)

Vader lexicon and support vector machine algorithm to detect customer sentiment orientation
by: Vivine Nurcahyawati, ., et al.
Published: (2023)

Classification with degree of importance of attributes for stock market data mining
by: Khokhar, Rashid Hafeez, et al.
Published: (2004)

Predicting uniaxial compressive strength using Support Vector Machine algorithm
by: Zakaria, Hafedz, et al.
Published: (2019)

Fingertip detection using histogram of gradients and support vector machine
by: Sophian, Ali, et al.
Published: (2017)

One-class support vector machines for protein-protein interactions prediction
by: Alashwal, H., et al.
Published: (2006)

Waste classification using support vector machine with SIFT-PCA feature extraction
by: Puspaningrum, Adita Putri, et al.
Published: (2020)

Clustering Spatial Data Using a Kernel-Based Algorithm
by: Awan, A. Majid, et al.
Published: (2005)

Finding spatio-temporal patterns in climate data using clustering
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)

Predictive fuzzy reasoning method for time series stock market data mining
by: Khokhar, Rashid Hafeez, et al.
Published: (2005)

An intelligent system based on kernel methods for crop yield prediction
by: Majid Awan, A., et al.
Published: (2006)

Arabic language script and encoding identification with support vector machines and rough set theory
by: Mohamed Sidya, Mohamed Ould
Published: (2007)

Stock Market Value Prediction Based On Machine Learning Approach
by: Chew, Min Wei
Published: (2023)

Utilizing Support Vector Machines to Recognize Pattern Numbers on Sheet C1 Ballots
by: Agustian, David, et al.
Published: (2022)

Rice Predictive Analysis Mechanism Utilizing Grey Wolf Optimizer-Least Squares Support Vector Machines
by: Zuriani, Mustaffa, et al.
Published: (2015)

Instagram influencer marketing: Perceived social media marketing activities and online impulse buying
by: Koay, Kian Yeik *, et al.
Published: (2021)

Comparison of domain and hydrophobicity features for the prediction of protein-protein interactions using support vector machines
by: Alashwal, Hany, et al.
Published: (2007)

A framework for predicting oil-palm yield from climate data
by: Awan, A. Majid, et al.
Published: (2006)

Hybridization Of Optimized Support Vector Machine And Artificial Neural Network For The Diabetic Retinopathy Classification Problem
by: Kader, Nur Izzati Ab
Published: (2019)

Support Vector Machines (SVM)-based biometric watermarking for offline handwritten signature
by: Cheng-Yaw, Low, et al.
Published: (2008)

Improved hybrid teaching learning based optimization-jaya and support vector machine for intrusion detection systems
by: Mohammad Khamees Khaleel, Alsajri
Published: (2022)

Neural network and principle component analysis based numerical data analysis for stock market prediction with machine learning techniques
by: Islam, Mohammad Rabiul, et al.
Published: (2019)

Automatic And Person-Independent Detection Of 3d Facial Expressions Using Enhanced Support Vector Machine With Probability Estimation
by: Abdullah, Amal Abdulaziz
Published: (2014)

Automatic And Person-Independent Detection Of 3d Facial Expressions Using Enhanced Support Vector Machine With Probability Estimation
by: Abdullah, Amal Abdulaziz
Published: (2014)

Predictive Modeling for Student Performance Data Using Decision Tree and Support Vector Machine
by: Maryam Khanian, Najafabdi, et al.
Published: (2019)

A hybrid entropy decomposition and support vector machine method for agricultural crop type classification
by: Tan, Chue Poh, et al.
Published: (2007)

An enhanced feature selection and cancer classiﬁcation for microarray data using relaxed Lasso and support vector machine
by: Aina Umairah, Mazlan, et al.
Published: (2021)

Does trade matter for stock market integration?
by: Abdul Karim, Bakri, et al.
Published: (2010)

Pengkelasan dokumen web menggunakan teknik vector machine (SVM)
by: Othman, Mohd. Shahizan, et al.
Published: (2005)

Integration of spectral information into support vector machine for land cover classification
by: Md. Sap, Mohd. Noor, et al.
Published: (2007)

The hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification
by: Nur Syafiqah, Mohd Nafis
Published: (2022)

Enhancements of kernel learning algorithms for clustering
by: Awan, Abdul Majid
Published: (2007)

Covid-19 confirmed cases prediction in china based on barnacles mating optimizer-least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2021)

Short term forecasting based on hybrid least squares support vector machines
by: Zuriani, Mustaffa, et al.
Published: (2018)

Combined support vector machine and pattern matching for hadith question classification system
by: Ali Muttaleb, Hasan, et al.
Published: (2018)

Texture classification using wavelet transform and support vector machines
by: Yeo, Alvin Zong Yun
Published: (2011)