Omid Orang

According to our database, Omid Orang authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Multiple-Input-Multiple-Output Randomized Fuzzy Cognitive Map Method for High-Dimensional Time Series Forecasting.

Omid Orang, Hugo Vinicius Bitencourt, Luiz Augusto Facury de Souza, Patrícia de Oliveira e Lucas, Petrônio C. L. Silva, Frederico Gadelha Guimarães

IEEE Trans. Fuzzy Syst., June, 2024

A Large Reservoir Computing Forecasting Method Based on Randomized Fuzzy Cognitive Maps.

Omid Orang, Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Guilherme de Alencar Barreto, Frederico Gadelha Guimarães

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2023

An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications.

Hugo Vinicius Bitencourt, Omid Orang, Luiz Augusto Facury de Souza, Petrônio C. L. Silva, Frederico Gadelha Guimarães

Neural Comput. Appl., May, 2023

Time series forecasting using fuzzy cognitive maps: a survey.

Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães

Artif. Intell. Rev., 2023

2022

Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications.

Omid Orang, Petrônio Cândido de Lima e Silva, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães

Neurocomputing, 2022

Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting.

Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães

CoRR, 2022

2020

Solar Energy Forecasting With Fuzzy Time Series Using High-Order Fuzzy Cognitive Maps.

Omid Orang, Rodrigo César Pedrosa Silva, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020