Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: This work evaluates artificial neural networks’ accuracy when used to predict earthquakes magnitude in Tokyo. Several seismicity indicators have been retrieved from the literature and used as input for the networks. Some of them have been improved and parameterized in order to extract more valuable knowledge from datasets. The experimental set-up includes predictions for five consecutive datasets referring to year 2015, earthquakes with magnitude larger than 5.0 and for a temporal horizon of seven days. Results have been compared to four ll-known machine learning algorithms, reporting very promising results in terms of all quality parameters evaluated. The statistical tests applied conclude that differences beten the proposed artificial neural network and the other methods are significant.
['Gualberto Asencio-Cortés', 'Francisco Martínez-Álvarez', 'Alicia Troncoso', 'Antonio Morales-Esteban']
I am writing a research paper on a idea Medium–large earthquake magnitude prediction in Tokyo with artificial neural networks
[{"from": "human", "value": "I am writing a research paper on a idea Medium\u2013large earthquake magnitude prediction in Tokyo with artificial neural networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: This work evaluates artificial neural networks\u2019 accuracy when used to predict earthquakes magnitude in Tokyo. Several seismicity indicators have been retrieved from the literature and used as input for the networks. Some of them have been improved and parameterized in order to extract more valuable knowledge from datasets. The experimental set-up includes predictions for five consecutive datasets referring to year 2015, earthquakes with magnitude larger than 5.0 and for a temporal horizon of seven days. Results have been compared to four ll-known machine learning algorithms, reporting very promising results in terms of all quality parameters evaluated. The statistical tests applied conclude that differences beten the proposed artificial neural network and the other methods are significant."}]