Combine holts winter and support vector machines in forecasting time series

This study proposes on a combine methodology that exploits the Holts- Winter (HW) model and the Support Vector Machines (SVM) model in forecasting time series. Problems of forecasting using time series data have been and still being addressed at every sphere of research using different approaches. T...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक:	Salisu, Alfa Mohammed
स्वरूप:	थीसिस
भाषा:	अंग्रेज़ी
प्रकाशित:	2013
विषय:	QA Mathematics
ऑनलाइन पहुंच:	http://eprints.utm.my/47917/25/AlfaMohammedSalisuMFS2013.pdf

समान संसाधन

Combine holts winter and support vector machines in forecasting time serie
द्वारा: Alfa, Mohammed Salisu
प्रकाशित: (2013)

Combined forecast model involving wavelet-group methods of data handling for drought forecasting
द्वारा: Mohammed Salisu, Alfa
प्रकाशित: (2021)

Genetic algorithm approach in improving winter's method of forecasting
द्वारा: Mohmad Kahar, Mohd. Nizam
प्रकाशित: (2002)

Forecasting revenue passenger enplanements using wavelet-support vector machine
द्वारा: Zainuddin, Mohamad Aiman
प्रकाशित: (2015)

Parameters estimation of holt-winter smoothing method using genetic algorithm
द्वारा: Mohd. Azmi, Nur Intan Liyana
प्रकाशित: (2013)

Improved models in fuzzy time series for forecasting
द्वारा: Sadaei, Hossein Javedani
प्रकाशित: (2013)

Empirical mode decomposition with least square support vector machine model for river flow forecasting
द्वारा: Ismail, Shuhaida
प्रकाशित: (2016)

Error magnitude and directional accuracy for time series forecasting evaluation
द्वारा: Nor, Maria Elena
प्रकाशित: (2014)

SWGARCH : an enhanced GARCH model for time series forecasting
द्वारा: Shbier, Mohammed Z. D
प्रकाशित: (2017)

Developing defuzzifying method of fuzzy time-variant series for forecasting product demand
द्वारा: Saeed, Akbarnatajbisheh
प्रकाशित: (2013)

Time series forecasting of airline passenger no-shows using fir neural network
द्वारा: Muhammad Hussein, Muhammad Zaly Shah
प्रकाशित: (2002)

A hybrid of bekk garch with neural network for modeling and forecasting time series
द्वारा: Pung, Yean Ping
प्रकाशित: (2021)

An enhanced support vector regression -African Buffalo optimisation algorithm for electricity time series forecasting
द्वारा: Maijama'a, Inusa Sani
प्रकाशित: (2023)

Enhanced artificial bee colony-least squares support vector machines algorithm for time series prediction
द्वारा: Zuriani, Mustaffa
प्रकाशित: (2014)

Time arrival in series forecasting model for tourist National Park Kuala Tahan, Pahang
द्वारा: Megat Muhammad Afif, Megat Muainuddin
प्रकाशित: (2021)

An application of predicting student performance using kernel k-means and smooth support vector machine
द्वारा: Sajadin, Sembiring
प्रकाशित: (2012)

Self organizing map and least square support vector machine method for river flow modelling
द्वारा: Ismail, Shuhaida
प्रकाशित: (2011)

Incorporating optimized local protein structures and granular support vector machines for structural class prediction
द्वारा: Hassan, Rohayanti
प्रकाशित: (2011)

Combining group method of data handling models using artificial bee colony algorithm for time series forecasting
द्वारा: Yahya, Nurhaziyatul Adawiyah
प्रकाशित: (2019)

The comparative forecast performance of univariate and multivariate model: an application to time series forecasting
द्वारा: Sallehuddin, Roselina, और अन्य
प्रकाशित: (2009)

Time series support vector regression models with missing data treatments for water level prediction
द्वारा: Ibrahim, Noraini
प्रकाशित: (2014)

Hybridization of nonlinear and linear models for time series forecasting
द्वारा: Salleh@Sallehuddin, Roselina
प्रकाशित: (2010)

Improved mutual information method in combination model selection for forecasting tourist arrival
द्वारा: Md. Maarof, Mohd. Zulariffin
प्रकाशित: (2019)

New bio-inspired barnacle optimizers based least-square support vector machine for time-series prediction of pandemic outbreaks
द्वारा: Marzia, Ahmed
प्रकाशित: (2024)

Combined empirical mode decomposition and dynamic regression model for forecasting electricity load demand
द्वारा: Akrom, Nuramirah
प्रकाशित: (2015)

Email categorization using support vector machine
द्वारा: Mohd. Daud, Mariah
प्रकाशित: (2004)

A similarity of multivariate time series in stocks network analysis
द्वारा: Gan, Siew Lee
प्रकाशित: (2016)

The enhanced group method of data handling models for time series forecasting
द्वारा: Samsudin, Ruhaidah
प्रकाशित: (2012)

Preprocessing And Clustering Short Time-Series Microarray
द्वारा: Loh, Wei Ping
प्रकाशित: (2008)

Time series support vector regression models with missing data treatments for water lavel prediction
द्वारा: Ibrahim, Noraini
प्रकाशित: (2014)

Time series modeling and designing of artifical neural network (ANN) for revenue forecasting
द्वारा: Mohd. Yusof, Norfadzlia
प्रकाशित: (2005)

Detecting Structural Break In Commodity Time Series Data
द्वारा: Jatarona , Nurul Najwa
प्रकाशित: (2010)

Modeling Malaysian Road Accidents: The Structural Time Series Approach
द्वारा: Junus, Noor Wahida Binti Md
प्रकाशित: (2018)

Anomaly behavior detection using flexible packet filtering and support vector machine algorithms
द्वारा: Abdul Wahid, Mohammed N.
प्रकाशित: (2016)

Interminable Long Memory Model And Its Hybrid For Time Series Modeling
द्वारा: Alhaji, Jibrin Sanusi
प्रकाशित: (2019)

A new classifier based on combination of genetic programming and support vector machine in solving imbalanced classification problem
द्वारा: Mohd Pozi, Muhammad Syafiq
प्रकाशित: (2016)

The forecast of some Malayan Economic time series / Hapisah Imam Lipat
द्वारा: Hapisah, Imam Lipat
प्रकाशित: (1970)

A public transport travel time prediction using least squares support vector machine
द्वारा: Sadat Zadeh, Seyed Mojtaba Tafaghod
प्रकाशित: (2013)

Parameter-driven count time series models / Nawwal Ahmad Bukhari
द्वारा: Nawwal , Ahmad Bukhari
प्रकाशित: (2018)

Time series modeling and designing and artificial neural network (ANN) for revenue forecasting
द्वारा: Mohd Yusof, Norfadzlia
प्रकाशित: (2006)