Deep networks for predicting direction of change in foreign exchange rates

S Galeshchuk, S Mukherjee - Intelligent Systems in Accounting …, 2017 - Wiley Online Library
Trillions of dollars are traded daily on the foreign exchange (forex) market, making it the
largest financial market in the world. Accurate forecasting of forex rates is a necessary …

Algerian Electricity Consumption Forecasting with Artificial Neural Networks Using a Multiple Seasonal-Trend Decomposition Using LOESS

A Krechiem, MT Khadir - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Electricity consumption plays a vital role in the development and sustainability of a nation.
This paper focuses on the analysis of electricity consumption in Algeria and the use of the …

Using recurrent neural network to forecast day and year ahead performance of load demand: A case study of France

D Salman, M Kusaf, YK Elmi - 2021 10th International …, 2021 - ieeexplore.ieee.org
The rate of growth of countries all over the world is increasing dramatically and is
unavoidable, resulting in an increase in energy consumption. Moreover, fast residential and …

Time series load forecasting using multitask deep neural network

D Kiruthiga, V Manikandan - 2021 IEEE Second International …, 2021 - ieeexplore.ieee.org
This work presents a new framework based on multitasking with BiLSTM+ dropout deep
neural network for individual consumers' load forecasting. The proposed framework …

[图书][B] Gestaltungsmodell eines Energieinformationssystems im Internet of Production

M Bleider - 2019 - books.google.com
Die vorliegende Arbeit zeigt wie ein Energieinformationssystem für produzierende
Unternehmen in der Referenzarchitektur" Internet of Production" gestaltet werden kann …

Perspectives on using deep learning for system health management

S Khan, T Yairi - PHM Society Asia-Pacific Conference, 2017 - papers.phmsociety.org
Having a robust health management and diagnostic strategy is an important part of a
system's operational life cycle as it can be used to detect anomalies, analyze faults/failures …