Time series predictive analysis based on hybridization of meta-heuristic algorithms
This paper presents a comparative study which involved five hybrid meta-heuristic methods to predict the weather five days in advance. The identified meta-heuristic methods namely Moth-flame Optimization (MFO), Cuckoo Search algorithm (CSA), Artificial Bee Colony (ABC), Firefly Algorithm (FA) and Di...
| Main Authors: | Mustaffa, Zuriani, Sulaiman, Mohd Herwan, Rohidin, Dede, Ernawan, Ferda, Kasim, Shahreen |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
International Journal on Advanced Science, Engineering and Information Technology
2018
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/3354/ http://eprints.uthm.edu.my/3354/1/AJ%202018%20%28685%29.pdf |
Similar Items
Time series predictive analysis based on hybridization of meta-heuristic algorithms
by: Zuriani, Mustaffa, et al.
Published: (2018)
by: Zuriani, Mustaffa, et al.
Published: (2018)
A modified weight optimisation for higher-order neural network in time series prediction
by: Husaini, Noor Aida
Published: (2020)
by: Husaini, Noor Aida
Published: (2020)
A review of semantic similarity approach for multiple ontologies
by: Omar, Nurul Aswa, et al.
Published: (2018)
by: Omar, Nurul Aswa, et al.
Published: (2018)
Time series analysis on Indian Mackerel Retail Price in Peninsular Malaysia
by: Mat Ali, Nur Farhana, et al.
Published: (2021)
by: Mat Ali, Nur Farhana, et al.
Published: (2021)
Optimal QoS aware multiple paths web service composition using heuristic algorithms and data mining techniques
by: Qtaish, Osama Kayed Taher
Published: (2014)
by: Qtaish, Osama Kayed Taher
Published: (2014)
An improved artificial dendrite cell algorithm for abnormal signal detection
by: Mohamad Mohsin, Mohamad Farhan, et al.
Published: (2018)
by: Mohamad Mohsin, Mohamad Farhan, et al.
Published: (2018)
A new multiperspective framework for standardization and benchmarking of image dehazing algorithms
by: Abdulkareem, Karrar Hameed
Published: (2021)
by: Abdulkareem, Karrar Hameed
Published: (2021)
Hybrid ACO and SVM algorithm for pattern classification
by: Alwan, Hiba Basim
Published: (2013)
by: Alwan, Hiba Basim
Published: (2013)
An improved diagnostic algorithm based on deep learning for ischemic stroke detection in posterior fossa
by: Muhd Suberi, Anis Azwani
Published: (2020)
by: Muhd Suberi, Anis Azwani
Published: (2020)
The hybrid cubes encryption algorithm (HiSea)
by: Jamel, Sapi’ee
Published: (2012)
by: Jamel, Sapi’ee
Published: (2012)
Mathematical approach for serving nutritious menu for secondary school student using “delete-reshuffle-reoptimize algorithm”
by: M. Sudin, Azila, et al.
Published: (2017)
by: M. Sudin, Azila, et al.
Published: (2017)
Real-time simulation and control of spatio-temporal cardiac excitation using an analog-digital hybrid circuit model
by: Mahmud, Farhanahani
Published: (2011)
by: Mahmud, Farhanahani
Published: (2011)
Angle Based Protein Tertiary Structure Prediction Using Bees Optimization Algorithm
by: Al-Qattan, Zakaria Noor Aldeen Mahmood
Published: (2010)
by: Al-Qattan, Zakaria Noor Aldeen Mahmood
Published: (2010)
Developing a hybrid hidden MARKOV model using fusion of ARMA model and artificial neural network for crude oil price forecasting
by: Isah, Nuhu
Published: (2020)
by: Isah, Nuhu
Published: (2020)
An improved artificial bee colony algorithm for training multilayer perceptron in time series prediction
by: Shah, Habib
Published: (2014)
by: Shah, Habib
Published: (2014)
Student Information Management System : A Case Study of Sekolah Menengah Kebangsaan Seri Mahkota
by: Badru Duja Khan, Saruvari
Published: (2005)
by: Badru Duja Khan, Saruvari
Published: (2005)
Comparison Between the Bees Algorithm and Genetic Algorithm Model in Manpower Allocation on Cell Loading Problem
by: AlMahasneh, Hossam Sayel
Published: (2010)
by: AlMahasneh, Hossam Sayel
Published: (2010)
Comparative evaluation of two peripheral information systems using motion sickness subjective rating
by: Mustaffa, Norrizal, et al.
Published: (2020)
by: Mustaffa, Norrizal, et al.
Published: (2020)
Replica Creation Algorithm for Data Grids
by: Madi, Mohammed Kamel
Published: (2012)
by: Madi, Mohammed Kamel
Published: (2012)
Text Extraction Algorithm for Web Text Classification
by: Theab, Mustafa Muwafak
Published: (2010)
by: Theab, Mustafa Muwafak
Published: (2010)
An Experimental Study of Classification Algorithms Training Performance
by: Aboalayon, Khald Ali I.
Published: (2005)
by: Aboalayon, Khald Ali I.
Published: (2005)
Text Categorization Using Naive Bayes Algorithm
by: Wan Hazimah, Wan Ismail
Published: (2005)
by: Wan Hazimah, Wan Ismail
Published: (2005)
Neural Network Model for Predicting Students' Performance
by: Lee, Teow Wak
Published: (2003)
by: Lee, Teow Wak
Published: (2003)
Resolving Ambiguity in Entity and Fact Extraction Through a Hybrid Approach
by: Al Fawareh, Hejab Ma'azer Khaled
Published: (2010)
by: Al Fawareh, Hejab Ma'azer Khaled
Published: (2010)
Neural Network Prediction of Suitability Course for Post PMR Students
by: Tuck, Looi
Published: (2003)
by: Tuck, Looi
Published: (2003)
Predictive Modeling on Telekom Malaysia Direct Exchange Line Growth
by: Roznim, Mohamad Rasli
Published: (2005)
by: Roznim, Mohamad Rasli
Published: (2005)
An Experiment of Ant Algorithms : Case Study of Kota Kinabalu Central Town
by: Nor Rafidah, Mohamad
Published: (2005)
by: Nor Rafidah, Mohamad
Published: (2005)
Predicting Employment Condition of TARC'S ICT Graduates Using Backpropagation Neural Network
by: Tay, Shu Shiang
Published: (2009)
by: Tay, Shu Shiang
Published: (2009)
An improved fast scanning algorithm based on distance measure and threshold function in region image segmentation
by: Ismael, Ahmed Naser
Published: (2016)
by: Ismael, Ahmed Naser
Published: (2016)
Colour-based image retrieval algorithms based on compact colour descriptors and dominant colour-based indexing methods
by: Abdulameer, Ahmed Talib
Published: (2014)
by: Abdulameer, Ahmed Talib
Published: (2014)
Human machine interface design analysis of defect detection prototype by wonderware intouch software
by: Tatang, Mulyana, et al.
Published: (2019)
by: Tatang, Mulyana, et al.
Published: (2019)
Query expansion based on explicit-relevant feedback and synonyms for english quran translation information retrieval
by: Yusuf, Nuhu, et al.
Published: (2019)
by: Yusuf, Nuhu, et al.
Published: (2019)
Binary logistic regression on cafeteria satisfaction services
by: Che Him, Norziha, et al.
Published: (2020)
by: Che Him, Norziha, et al.
Published: (2020)
Interval type-2 fuzzy automata and Interval type-2 fuzzy
grammar
by: Sharan, S., et al.
Published: (2021)
by: Sharan, S., et al.
Published: (2021)
Fractional electro-magneto transport of blood modeled with magnetic
particles in cylindrical tube without singular kernel
by: Uddin, S., et al.
Published: (2020)
by: Uddin, S., et al.
Published: (2020)
An improved directed random walk framework for cancer classification using gene expression data
by: Seah, Choon Sen
Published: (2020)
by: Seah, Choon Sen
Published: (2020)
Interval type‑2 fuzzy aggregation operator in decision making and its
application
by: Lathamaheswari, M., et al.
Published: (2021)
by: Lathamaheswari, M., et al.
Published: (2021)
Flu diagnosis system using jaccard index and rough set approaches
by: Efend, Riswan, et al.
Published: (2018)
by: Efend, Riswan, et al.
Published: (2018)
An optimized attack tree model for security test case planning and generation
by: Omotunde, Habeeb, et al.
Published: (2018)
by: Omotunde, Habeeb, et al.
Published: (2018)
Terms interrelationship query expansion to improve accuracy of Quran search
by: Yusuf, Nuhu
Published: (2021)
by: Yusuf, Nuhu
Published: (2021)
Similar Items
-
Time series predictive analysis based on hybridization of meta-heuristic algorithms
by: Zuriani, Mustaffa, et al.
Published: (2018) -
A modified weight optimisation for higher-order neural network in time series prediction
by: Husaini, Noor Aida
Published: (2020) -
A review of semantic similarity approach for multiple ontologies
by: Omar, Nurul Aswa, et al.
Published: (2018) -
Time series analysis on Indian Mackerel Retail Price in Peninsular Malaysia
by: Mat Ali, Nur Farhana, et al.
Published: (2021) -
Optimal QoS aware multiple paths web service composition using heuristic algorithms and data mining techniques
by: Qtaish, Osama Kayed Taher
Published: (2014)