Omid Orang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Causal Relationships

Reservoir Computing

Top Venues

Artif. Intell. Rev.

IEEE Trans. Fuzzy Syst.

Publications

Omid Orang, Fabricio Javier Erazo-Costa, Petrônio C. L. Silva, Guilherme de Alencar Barreto, Frederico Gadelha Guimarães
A Large Reservoir Computing Forecasting Method Based on Randomized Fuzzy Cognitive Maps. EAIS (2024)
Omid Orang, Hugo Vinicius Bitencourt, Luiz Augusto Facury de Souza, Patrícia de Oliveira e Lucas, Petrônio C. L. Silva, Frederico Gadelha Guimarães
Multiple-Input-Multiple-Output Randomized Fuzzy Cognitive Map Method for High-Dimensional Time Series Forecasting. IEEE Trans. Fuzzy Syst. 32 (6) (2024)
Hugo Vinicius Bitencourt, Omid Orang, Luiz Augusto Facury de Souza, Petrônio C. L. Silva, Frederico Gadelha Guimarães
An embedding-based non-stationary fuzzy time series method for multiple output high-dimensional multivariate time series forecasting in IoT applications. Neural Comput. Appl. 35 (13) (2023)
Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Time series forecasting using fuzzy cognitive maps: a survey. Artif. Intell. Rev. 56 (8) (2023)
Omid Orang, Petrônio Cândido de Lima Silva, Frederico Gadelha Guimarães
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting. CoRR (2022)
Omid Orang, Petrônio Cândido de Lima e Silva, Rodrigo César Pedrosa Silva, Frederico Gadelha Guimarães
Randomized high order fuzzy cognitive maps as reservoir computing models: A first introduction and applications. Neurocomputing 512 (2022)
Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey. CoRR (2022)
Omid Orang, Rodrigo Silva, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Solar Energy Forecasting With Fuzzy Time Series Using High-Order Fuzzy Cognitive Maps. FUZZ-IEEE (2020)