Developing a hybrid hidden MARKOV model using fusion of ARMA model and artificial neural network for crude oil price forecasting

QR Code

Developing a hybrid hidden MARKOV model using fusion of ARMA model and artificial neural network for crude oil price forecasting

Crude oil price forecasting is an important component of sustainable development of many countries as crude oil is an unavoidable product that exist on earth. Crude oil price forecasting plays a very vital role in economic development of many countries in the world today. Any fluctuation in cr...

Full description

Bibliographic Details
Main Author:	Isah, Nuhu
Format:	Thesis
Language:	English English English
Published:	2020
Subjects:	QA71-90 Instruments and machines
Online Access:	http://eprints.uthm.edu.my/924/ http://eprints.uthm.edu.my/924/1/24p%20NUHU%20ISAH.pdf http://eprints.uthm.edu.my/924/2/NUHU%20ISAH%20COPYRIGHT%20DECLARATION.pdf http://eprints.uthm.edu.my/924/3/NUHU%20ISAH%20WATERMARK.pdf

Similar Items

Forecasting model for extreme rainfall using artificial neural network
by: Al-Qurayshi, Yasir Hilal Hadi
Published: (2015)

Terms interrelationship query expansion to improve accuracy of Quran search
by: Yusuf, Nuhu
Published: (2021)

An improved artificial dendrite cell algorithm for abnormal signal detection
by: Mohamad Mohsin, Mohamad Farhan, et al.
Published: (2018)

Query expansion based on explicit-relevant feedback and synonyms for english quran translation information retrieval
by: Yusuf, Nuhu, et al.
Published: (2019)

Time series analysis on Indian Mackerel Retail Price in Peninsular Malaysia
by: Mat Ali, Nur Farhana, et al.
Published: (2021)

Forecasting model for the change in stage of reservoir water level
by: Nur Athirah, Ashaary
Published: (2016)

Emotion Modelling Using Neural Network
by: Lam, Choong Kee
Published: (2005)

Neural Network Model for Predicting Students' Performance
by: Lee, Teow Wak
Published: (2003)

Uncovering Hidden Information within UUM Students' Data Using OLAP
by: Nur Hani, Zulkifli Abai
Published: (2010)

An optimized attack tree model for security test case planning and generation
by: Omotunde, Habeeb, et al.
Published: (2018)

Fractional electro-magneto transport of blood modeled with magnetic particles in cylindrical tube without singular kernel
by: Uddin, S., et al.
Published: (2020)

Real-time simulation and control of spatio-temporal cardiac excitation using an analog-digital hybrid circuit model
by: Mahmud, Farhanahani
Published: (2011)

Neural Networks Classification Performance for Medical Dataset
by: Norsarini, Salim
Published: (2005)

Neural Network Prediction of Suitability Course for Post PMR Students
by: Tuck, Looi
Published: (2003)

Predicting Employment Condition of TARC'S ICT Graduates Using Backpropagation Neural Network
by: Tay, Shu Shiang
Published: (2009)

Conceptual Model of Digital Storytelling (DST)
by: Tenh, Hock Kuan
Published: (2013)

Requirement Model for Student Management System
by: Mathan, Balaraman
Published: (2005)

A modified weight optimisation for higher-order neural network in time series prediction
by: Husaini, Noor Aida
Published: (2020)

Conceptual Model: Malaysian Tax Resident Status
by: Adrisham, Mahmud
Published: (2005)

Student Enrollment System Model - A Proposal
by: Gee, Kheng Chuan
Published: (2003)

A Web-Based Student Housing Assistant Model
by: Hamed, Zyad Adnan
Published: (2010)

Utilizing Virtual Reality in Architectural Presentation : System Model
by: Mohd. Jaaffar, Salleh
Published: (2003)

Designing a Conceptual Model for Internet Data Center
by: Sharmila Devi, Marimuthu
Published: (2003)

Requirement Model for Circular Document Management System (CDMS)
by: Noraini, Omar
Published: (2005)

A Generic Requirement Model for E-Learning Management System
by: Rizal, Harun
Published: (2010)

Simulation modeling for operations improvement at a leading banking hub
by: Jamin, Kong
Published: (2005)

A consumer perspective e-commerce websites evaluation model
by: Tarawneh, Omar Husain Mohammad
Published: (2014)

Predictive Modeling on Telekom Malaysia Direct Exchange Line Growth
by: Roznim, Mohamad Rasli
Published: (2005)

The effect of data preprocessing on the performance of artificial neural networks techniques for classification problems
by: Atomi, Walid Hasen
Published: (2012)

Business Intelligence Model for a Student Data Warehouse in UUM Environment
by: Abdullah, Harith Azam
Published: (2010)

Requirement Model of School Attendance Monitoring System (SAMS) in Secondary Schools
by: Roszana, Mohd Amin
Published: (2010)

Web Based Model of a Digital Fax Document Management System
by: Aida Rosmiza, Shuib
Published: (2009)

Modelling and Measuring Structural Complexity of Prolog Program Based on Rule-Dependency
by: Alizam, Jonie
Published: (2005)

A Requirement Model for School-Parent Online Communication System (SPOCS)
by: Noorfaizalfarid, Mohd Noor
Published: (2009)

Simulation Modelling or Production Planning and Control of Boeing Aircraft's Composites Parts
by: Mohd. Kamal, Mohd. Nawawi
Published: (2003)

Model Fungsian Sistem Pengurusan Ko-Kurikulum Sekolah Rendah (SPKoK)
by: Nor Hanis, Md Nor
Published: (2010)

Integrated smoothed location model and data reduction approaches for multi variables classification
by: Hashibah, Hamid
Published: (2014)

Requirement Model for Online Neighbourhood Association and Volunteer Patrolling Scheme Management System in JPNIN
by: Muhamad Ashraff, Abd. Ghani
Published: (2009)

Adapting Nonaka's SECI Model in Developing Knowledge Management System for UUM's Golf Club
by: Azyantie, Noordin
Published: (2005)

Conceptual and Logical Model for Vehicle Insurance Management System: Case Study at Insurance Company, Libya
by: Yousif, Ramdan S.M.A.
Published: (2010)