Publications (27) Francisco Martínez Álvarez publications

filter_list Geophysics

2024

  1. Space-Time Clustering of Seismicity in Algeria

    Lecture Notes in Networks and Systems

2023

  1. Creating a homogenized earthquake catalog for Algeria and mapping the main seismic parameters using a geographic information system

    Journal of African Earth Sciences, Vol. 201

2021

  1. Mahalanobis clustering for the determination of incidence-magnitude seismic parameters for the Iberian Peninsula and the Republic of Croatia

    Computers and Geosciences, Vol. 156

2020

  1. Seismicity analysis and machine learning models for short-term low magnitude seismic activity predictions in Cyprus

    Soil Dynamics and Earthquake Engineering, Vol. 130

2019

  1. Big data and natural disasters: New approaches for spatial and temporal massive data analysis

    Computers and Geosciences

2018

  1. A novel tree-based algorithm to discover seismic patterns in earthquake catalogs

    Computers and Geosciences, Vol. 115, pp. 96-104

  2. Earthquake prediction in California using regression algorithms and cloud-based big data infrastructure

    Computers and Geosciences, Vol. 115, pp. 198-210

  3. Earthquake prediction model using support vector regressor and hybrid neural networks

    PLoS ONE, Vol. 13, Núm. 7

  4. Seismic indicators based earthquake predictor system using Genetic Programming and AdaBoost classification

    Soil Dynamics and Earthquake Engineering, Vol. 111, pp. 1-7

2017

  1. Earthquake magnitude prediction in Hindukush region using machine learning techniques

    Natural Hazards, Vol. 85, Núm. 1, pp. 471-486

  2. Large earthquake magnitude prediction in Chile with imbalanced classifiers and ensemble learning

    Applied Sciences (Switzerland), Vol. 7, Núm. 6

  3. Medium–large earthquake magnitude prediction in Tokyo with artificial neural networks

    Neural Computing and Applications, Vol. 28, Núm. 5, pp. 1043-1055

  4. Seismic activity prediction using computational intelligence techniques in northern Pakistan

    Acta Geophysica, Vol. 65, Núm. 5, pp. 919-930

  5. Temporal analysis of croatian seismogenic zones to improve earthquake magnitude prediction

    Earth Science Informatics, Vol. 10, Núm. 3, pp. 303-320

  6. Using principal component analysis to improve earthquake magnitude prediction in Japan

    Logic Journal of the IGPL, Vol. 25, Núm. 6, pp. 949-966

2016

  1. A sensitivity study of seismicity indicators in supervised learning to improve earthquake prediction

    Knowledge-Based Systems, Vol. 101, pp. 15-30

  2. Comparison between Utsu's and Vere-Jones' aftershocks model by means of a computer simulation based on the acceptance-rejection sampling of von Neumann

    Tectonophysics, Vol. 682, pp. 108-119

  3. Short Term Earthquake Prediction in Hindukush Region Using Tree Based Ensemble Learning

    Proceedings - 14th International Conference on Frontiers of Information Technology, FIT 2016

  4. Short Term Earthquake Prediction in Hindukush Region using Tree based Ensemble Learning

    PROCEEDINGS OF 14TH INTERNATIONAL CONFERENCE ON FRONTIERS OF INFORMATION TECHNOLOGY PROCEEDINGS - FIT 2016

2015

  1. Detecting precursory patterns to enhance earthquake prediction in Chile

    Computers and Geosciences, Vol. 76, pp. 112-120