Search Results - subject:"Temporal Convolutional Networks"

A Temporal Convolutional Network for modeling raw 3D sequences and air-writing recognition

Singh, Aradhana Kumari; Koundal, Deepika - In: Decision analytics journal 10 (2024), pp. 1-7

. Temporal Convolutional Networks (TCN) have been proposed for an air-writing recognition system. TCNs are variations of …

Persistent link: https://www.econbiz.de/10014533500

Deep learning systems for forecasting the prices of crude oil and precious metals

Foroutan, Parisa; Lahmiri, Salim - In: Financial innovation : FIN 10 (2024), pp. 1-40

Commodity markets, such as crude oil and precious metals, play a strategic role in the economic development of nations, with crude oil prices influencing geopolitical relations and the global economy. Moreover, gold and silver are argued to hedge the stock and cryptocurrency markets during...

Persistent link: https://www.econbiz.de/10015361682

Constructing efficient simulated moments using temporal convolutional networks

Chassot, Jonathan; Creel, Michael D. - 2023

Persistent link: https://www.econbiz.de/10014445299

Statistical evaluation of deep learning models for stock return forecasting

Yilmaz, Firat Melih; Yildiztepe, Engin - In: Computational economics 63 (2024) 1, pp. 221-244

Persistent link: https://www.econbiz.de/10014472083

Dynamic relational graph convolutional network for metro passenger flow forecasting

He, Bisheng; Zhu, Yongjun; D'Ariano, Andrea; Wen, Keyu; … - In: Operations research forum 4 (2023) 4, pp. 1-27

Persistent link: https://www.econbiz.de/10014388692

Quant GANs : deep generation of financial time series

Wiese, Magnus; Knobloch, Robert; Korn, Ralf; … - In: Quantitative finance 20 (2020) 9, pp. 1419-1440

Persistent link: https://www.econbiz.de/10012313474