Earthquake Forecasting Using Neural Networks: Results and Future Work

被引：0
作者：
E. Ivo Alves
机构：
[1] Centro de Geofísica da Universidade de Coimbra,
来源：
Nonlinear Dynamics | 2006年 / 44卷
关键词：
Azores; Earthquake prediction; financial technical analysis; forecasting; neural networks; Portugal; seismicity;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
In 1994, a new earthquake forecasting method was developed, that integrated in a neural network several forecasting tools that had been originally developed for financial analysis. This method was tested with the seismicity of the Azores, predicting the July, 1998, and the January, 2004, earthquakes, albeit within very wide time and location windows. Work is beginning to integrate physical precursors in the neural network, in order to narrow the forecasting windows
引用
收藏
页码：341 / 349
页数：8
相关论文
共 50 条
  • [1] Earthquake forecasting using neural networks: Results and future work
    Alves, E. Ivo
    NONLINEAR DYNAMICS, 2006, 44 (1-4) : 341 - 349
  • [2] Multi-Step Forecasting of Earthquake Magnitude Using Meta-Learning Based Neural Networks
    Maya, Mario
    Yu, Wen
    Telesca, Luciano
    CYBERNETICS AND SYSTEMS, 2022, 53 (06) : 563 - 580
  • [3] Option price forecasting using neural networks
    Yao, JT
    Li, YL
    Tan, CL
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2000, 28 (04): : 455 - 466
  • [4] Egg price forecasting using neural networks
    Ahmad, HA
    Dozier, GV
    Roland, DA
    JOURNAL OF APPLIED POULTRY RESEARCH, 2001, 10 (02) : 162 - 171
  • [5] Electricity demand forecasting using neural networks
    Panesar, SS
    Wang, W
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING, 2003, 2690 : 826 - 834
  • [6] Foreign currency rate forecasting using neural networks
    Pandya, AS
    Kondo, T
    Talati, A
    Jayadevappa, S
    APPLICATIONS AND SCIENCE OF COMPUTATIONAL INTELLIGENCE III, 2000, 4055 : 392 - 400
  • [7] Drilling-force forecasting using neural networks
    Polanecka, Ivana
    Korosec, Marjan
    Kopac, Janez
    STROJNISKI VESTNIK-JOURNAL OF MECHANICAL ENGINEERING, 2007, 53 (11): : 771 - 783
  • [8] FINANCIAL FORECASTING USING NEURAL NETWORKS
    Zorins, A.
    ENVIRONMENT, TECHNOLOGY, RESOURCES, PROCEEDINGS, 2003, : 392 - 396
  • [9] Applying Neural Networks to Football Matches Results Forecasting
    Korotyeyeva, Tetyana
    Tushnytskyy, Ruslan
    Kulyk, Volodymyr
    2018 IEEE 13TH INTERNATIONAL SCIENTIFIC AND TECHNICAL CONFERENCE ON COMPUTER SCIENCES AND INFORMATION TECHNOLOGIES (CSIT), VOL 1, 2018, : 278 - 282
  • [10] Solar Irradiance Forecasting Using Deep Recurrent Neural Networks
    Alzahrani, Ahmad
    Shamsi, Pourya
    Ferdowsi, Mehdi
    Dagli, Cihan
    2017 IEEE 6TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2017, : 988 - 994
12345