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Application of Intelligent Optimization Algorithms to the Design of Automatic Generation of Software Tests for Data Anomaly Identification

  
Dec 30, 2023

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Han, B., Zhao, G., Wang, L., Tang, J., Bi, Y., Zhan, Y., ... & Zhang, J. (2021). Earthquake Electromagnetic Precursor Anomalies Detected by a New Ground-based Observation Network. Journal of Geodesy and Geoinformation Science, 4(1), 116. Search in Google Scholar

Sharma, G., Soubam, M., Walia, D., Nishant, N., Sarma, K. K., & Raju, P. L. N. (2021). Development of a monitoring system for ionospheric TEC variability before the earthquakes. Applied Computing and Geosciences, 9, 100052. Search in Google Scholar

Chetia, T., Sharma, G., Dey, C., & Raju, P. L. (2020). Multi-parametric approach for earthquake precursor detection in Assam valley (Eastern Himalaya, India) using satellite and ground observation data. Geotectonics, 54, 83-96. Search in Google Scholar

Ghamry, E., Mohamed, E. K., Sekertekin, A., & Fathy, A. (2023). Integration of multiple earthquakes precursors before large earthquakes: A case study of 25 April 2015 in Nepal. Journal of Atmospheric and Solar-Terrestrial Physics, 242, 105982. Search in Google Scholar

Karimi Zarchi, A., & Saradjian Maralan, M. R. (2020). Fault distance-based approach in thermal anomaly detection before strong Earthquakes. Natural Hazards and Earth System Sciences Discussions, 1-12. Search in Google Scholar

Akhoondzadeh, M., & Marchetti, D. (2022). Developing a fuzzy inference system based on multi-sensor data to predict powerful earthquake parameters. Remote Sensing, 14(13), 3203. Search in Google Scholar

De Santis, A., Marchetti, D., Pavón-Carrasco, F. J., Cianchini, G., Perrone, L., Abbattista, C., ... & Haagmans, R. (2019). Precursory worldwide signatures of earthquake occurrences on Swarm satellite data. Scientific reports, 9(1), 20287. Search in Google Scholar

Akhoondzadeh, M. (2019). Seismo-magnetic field anomalies detection using Swarm Satellites (Alpha, Bravo and Charlie). The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 42, 45-49. Search in Google Scholar

Cai, Y., Shyu, M. L., Tu, Y. X., Teng, Y. T., & Hu, X. X. (2019). Anomaly detection of earthquake precursor data using long short-term memory networks. Applied Geophysics, 16, 257-266. Search in Google Scholar

Rafique, M., Tareen, A. D. K., Mir, A. A., Nadeem, M. S. A., Asim, K. M., & Kearfott, K. J. (2020). Delegated regressor, a robust approach for automated anomaly detection in the soil radon time series data. Scientific reports, 10(1), 3004. Search in Google Scholar

Pulinets, S., Krankowski, A., Hernandez-Pajares, M., Marra, S., Cherniak, I., Zakharenkova, I., ... & Budnikov, P. (2021). Ionosphere Sounding for Pre-seismic anomalies identification (INSPIRE): Results of the project and Perspectives for the short-term earthquake forecast. Frontiers in Earth Science, 9, 610193. Search in Google Scholar

Sharma, G., & Raju, P. L. N. (2019). Ionosphere TEC anomaly detection prior to Earthquake using GPS observation data. Coordinates, 15. Search in Google Scholar

Zaccarelli, R., Bindi, D., & Strollo, A. (2021). Anomaly detection in seismic data–metadata using simple machine-learning models. Seismological Research Letters, 92(4), 2627-2639. Search in Google Scholar

Molina, C., Boudriki Semlali, B. E., Park, H., & Camps, A. (2022). A Preliminary Study on Ionospheric Scintillation Anomalies Detected Using GNSS-R Data from NASA CYGNSS Mission as Possible Earthquake Precursors. Remote Sensing, 14(11), 2555. Search in Google Scholar

Akyol, A. A., Arikan, O., & Arikan, F. (2020). A machine learning-based detection of earthquake precursors using ionospheric data. Radio Science, 55(11), 1-21. Search in Google Scholar

Khalili, M., Abdollahi Eskandar, S. S., & Alavi Panah, S. K. (2020). Thermal anomalies detection before Saravan earthquake (April 16th, 2013, MW= 7.8) using time series method, satellite, and meteorological data. Journal of Earth System Science, 129, 1-10. Search in Google Scholar

Bhardwaj, A., Singh, S., Sam, L., Joshi, P. K., Bhardwaj, A., Martín-Torres, F. J., & Kumar, R. (2017). A review on remotely sensed land surface temperature anomaly as an earthquake precursor. International journal of applied earth observation and geoinformation, 63, 158-166. Search in Google Scholar

Hafeez, A., Ehsan, M., Abbas, A., Shah, M., & Shahzad, R. (2022). Machine learning-based thermal anomalies detection from MODIS LST associated with the M w 7.7 Awaran, Pakistan earthquake. Natural Hazards, 1-19. Search in Google Scholar

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English