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A systematic design of interval type-2 fuzzy logic system using extreme learning machine for electricity load demand forecasting

JOURNAL ARTICLE published November 2016 in International Journal of Electrical Power & Energy Systems

Authors: Saima Hassan | Abbas Khosravi | Jafreezal Jaafar | Mojtaba Ahmadieh Khanesar

https://doi.org/10.1016/j.ijepes.2016.03.001 Actions

Training of interval type-2 fuzzy logic system using extreme learning machine for load forecasting

PROCEEDINGS ARTICLE published 8 January 2015 in Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication

Authors: Saima Hassan | Abbas Khosravi | Jafreezal Jaafar

https://doi.org/10.1145/2701126.2701177 Actions

Artificial bee colony optimization of interval type-2 fuzzy extreme learning system for chaotic data

PROCEEDINGS ARTICLE published August 2016 in 2016 3rd International Conference on Computer and Information Sciences (ICCOINS)

Authors: Saima Hassan | Jafreezal Jaafar | Mojtaba A. Khanesar | Abbas Khosravi

https://doi.org/10.1109/iccoins.2016.7783237 Actions

Optimal parameters of an ELM-based interval type 2 fuzzy logic system: a hybrid learning algorithm

JOURNAL ARTICLE published February 2018 in Neural Computing and Applications

Authors: Saima Hassan | Mojtaba Ahmadieh Khanesar | Jafreezal Jaafar | Abbas Khosravi

https://doi.org/10.1007/s00521-016-2503-5 Actions

Hybrid multi-objective forecasting of solar photovoltaic output using Kalman filter based interval type-2 fuzzy logic system

PROCEEDINGS ARTICLE published July 2017 in 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Authors: Saima Hassan | Mojtaba A. Khanesar | Amin Hajizadeh | Abbas Khosravi

https://doi.org/10.1109/fuzz-ieee.2017.8015733 Actions

A multi-objective genetic type-2 fuzzy extreme learning system for the identification of nonlinear dynamic systems

PROCEEDINGS ARTICLE published October 2016 in 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Authors: Saima Hassan | Mojtaba A. Khanesar | Jafreezal Jaafar | Abbas Khosravi

https://doi.org/10.1109/smc.2016.7844235 Actions

Hybrid Model for the Training of Interval Type-2 Fuzzy Logic System

BOOK CHAPTER published 2015 in Neural Information Processing

Authors: Saima Hassan | Abbas Khosravi | Jafreezal Jaafar | Mojtaba Ahmadieh Khanesar

https://doi.org/10.1007/978-3-319-26532-2_71 Actions

Optimal design of adaptive type-2 neuro-fuzzy systems: A review

JOURNAL ARTICLE published July 2016 in Applied Soft Computing

Authors: Saima Hassan | Mojtaba Ahmadieh Khanesar | Erdal Kayacan | Jafreezal Jaafar | Abbas Khosravi

https://doi.org/10.1016/j.asoc.2016.03.023 Actions

Short term load forecasting using Interval Type-2 Fuzzy Logic Systems

PROCEEDINGS ARTICLE published June 2011 in 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)

Authors: Abbas Khosravi | Saeid Nahavandi | Doug Creighton

https://doi.org/10.1109/fuzzy.2011.6007450 Actions

Load Forecasting Using Interval Type-2 Fuzzy Logic Systems: Optimal Type Reduction

JOURNAL ARTICLE published May 2014 in IEEE Transactions on Industrial Informatics

Authors: Abbas Khosravi | Saeid Nahavandi

https://doi.org/10.1109/tii.2013.2285650 Actions

Neural network ensemble: Evaluation of aggregation algorithms in electricity demand forecasting

PROCEEDINGS ARTICLE published August 2013 in The 2013 International Joint Conference on Neural Networks (IJCNN)

Authors: Saima Hassan | Abbas Khosravi | Jafreezal Jaafar

https://doi.org/10.1109/ijcnn.2013.6707005 Actions

Electricity load and price forecasting with influential factors in a deregulated power industry

PROCEEDINGS ARTICLE published June 2014 in 2014 9th International Conference on System of Systems Engineering (SOSE)

Authors: Saima Hassan | Abbas Khosravi | Jafreezal Jaafar | M. Qamar Raza

https://doi.org/10.1109/sysose.2014.6892467 Actions

Electrical load time series data forecasting using interval type-2 fuzzy logic system

PROCEEDINGS ARTICLE published July 2010 in 2010 3rd International Conference on Computer Science and Information Technology

Authors: Thiang Yongky Kurniawan

https://doi.org/10.1109/iccsit.2010.5563903 Actions

The impact of FOU size and number of MFs on the prediction performance of Interval Type-2 Fuzzy Logic Systems

PROCEEDINGS ARTICLE published May 2015 in 2015 International Symposium on Mathematical Sciences and Computing Research (iSMSC)

Authors: Saima Hassan | Abbas Khosravi | Jafreezal Jaafar

https://doi.org/10.1109/ismsc.2015.7594036 Actions

Optimization of Interval Type-2 Fuzzy Logic System Using Grasshopper Optimization Algorithm

JOURNAL ARTICLE published 2022 in Computers, Materials & Continua

Authors: Saima Hassan | Mojtaba Ahmadieh Khanesar | Nazar Kalaf Hussein | Samir Brahim Belhaouari | Usman Amjad | Wali Khan Mashwani

https://doi.org/10.32604/cmc.2022.022018 Actions

Examining performance of aggregation algorithms for neural network-based electricity demand forecasting

JOURNAL ARTICLE published January 2015 in International Journal of Electrical Power & Energy Systems

Authors: Saima Hassan | Abbas Khosravi | Jafreezal Jaafar

https://doi.org/10.1016/j.ijepes.2014.08.025 Actions

Improving load forecasting accuracy through combination of best forecasts

PROCEEDINGS ARTICLE published October 2012 in 2012 IEEE International Conference on Power System Technology (POWERCON)

Authors: S. Hassan | A. Khosravi | J. Jaafar

https://doi.org/10.1109/powercon.2012.6401332 Actions

A hybrid system using Possibilistic fuzzy C-mean and Interval type-2 Fuzzy logic for forecasting: A review

PROCEEDINGS ARTICLE published June 2012 in 2012 International Conference on Computer & Information Science (ICCIS)

Authors: H. Shah. | J. Jaafar | Rosdiazli Ibrahim | H Saima | H. Maymunah

https://doi.org/10.1109/iccisci.2012.6297303 Actions

Interval Type-2 Intuitionistic Fuzzy Logic System for Forecasting the Electricity Load

JOURNAL ARTICLE published 2020 in International Journal of Advances in Scientific Research and Engineering

Authors: Imo Eyoh | Jeremiah Eyoh | Ini Umoeka

https://doi.org/10.31695/ijasre.2020.33903 Actions

Interval type 2 fuzzy logic for significant wave height forecasting

PROCEEDINGS ARTICLE published November 2012 in 2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)

Authors: Maymunah Abdul Hashim | Jafreezal Jaafar | Shakirah Mohd Taib

https://doi.org/10.1109/isda.2012.6416638 Actions
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