2020
DOI: 10.1016/j.jksuci.2018.02.010
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A novel committee machine and reviews of neural network and statistical models for currency exchange rate prediction: An experimental analysis

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Cited by 25 publications
(14 citation statements)
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References 38 publications
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“…References Our New Approach (ONA) Elman ANN (EANN) (Adhikari, 2014), (Bouzidi, 2018), (Bouzidi, 2019) ONA Multi-Layer Feed-forward (MFF) (Adhikari, 2014), (Tk, 2016), (Pandey, 2018), (Bouzidi, 2020) ConvNets/Autoencoder (Pinheiro, 2017), (Lai, 2006), (Lasfer, 2013), (Gudelek, 2017), (Bao, 2017) RNN (Bouzidi, 2020b), (Ghazali, 2009), Mohammad2018) LSTM (Adhikari, 2014), (Cavalcante, 2016), (Sermpinis, 2019), (Calvez, 2018), (Fischer, 2018), (Pradeepkumar, 2017), (Tk, 2016), (Gudelek, 2017), (Pandey, 2018) Memory Networks (Adhikari, 2014), (Cavalcante, 2016), (Sermpinis, 2019), (Calvez, 2018), (Fischer, 2018), (Pradeepkumar, 2017), (Tk, 2016), (Gudelek, 2017), (Pandey, 2018) Social Media (Adhikari, 2014), (Cavalcante, 2016), (Sermpinis, 2019), (Calvez, 2018), Fischer, 2018), (Ghazali, 2009), (Pradeepkumar, 2017), (Tk, 2016), (Gudelek, 2017), (Pandey, 2018) Analysis (Sermpinis, 2019),…”
Section: Ai Conceptsmentioning
confidence: 99%
“…References Our New Approach (ONA) Elman ANN (EANN) (Adhikari, 2014), (Bouzidi, 2018), (Bouzidi, 2019) ONA Multi-Layer Feed-forward (MFF) (Adhikari, 2014), (Tk, 2016), (Pandey, 2018), (Bouzidi, 2020) ConvNets/Autoencoder (Pinheiro, 2017), (Lai, 2006), (Lasfer, 2013), (Gudelek, 2017), (Bao, 2017) RNN (Bouzidi, 2020b), (Ghazali, 2009), Mohammad2018) LSTM (Adhikari, 2014), (Cavalcante, 2016), (Sermpinis, 2019), (Calvez, 2018), (Fischer, 2018), (Pradeepkumar, 2017), (Tk, 2016), (Gudelek, 2017), (Pandey, 2018) Memory Networks (Adhikari, 2014), (Cavalcante, 2016), (Sermpinis, 2019), (Calvez, 2018), (Fischer, 2018), (Pradeepkumar, 2017), (Tk, 2016), (Gudelek, 2017), (Pandey, 2018) Social Media (Adhikari, 2014), (Cavalcante, 2016), (Sermpinis, 2019), (Calvez, 2018), Fischer, 2018), (Ghazali, 2009), (Pradeepkumar, 2017), (Tk, 2016), (Gudelek, 2017), (Pandey, 2018) Analysis (Sermpinis, 2019),…”
Section: Ai Conceptsmentioning
confidence: 99%
“…Adapun fluktuasi nilai tukar rupiah pada dolar ini sangat berpengaruh terhadap kebijakan moneter (Prasetyoningsih, Taunay, & Fathoni, 2018). Dampak nyata dari fluktuasi tersebut juga berpengaruh pada harga barang, upah kerja, suku bunga dan jumlah pengangguran suatu negara (Pandey, Jagadev, Dehuri, & Cho, 2018). Bagi pelaku bisnis ketidakpastian nilai tukar rupiah menimbulkan permasalahan yang berdampak kerugian pada usahanya (Mamadli, 2017).…”
Section: Gambar 1 Pelemahan Nilai Tukarunclassified
“…The nodes of trees represent either conditions or results, and the edges or branches denote the result of the node. This regression technique observes the features of an entity and then trains a model in the structure of a tree to make predictions [6,7]. Using this model, continuous values are predicted.…”
Section: Decision Tree Regressionmentioning
confidence: 99%