activity
20052019
most citedVariable selection based on entropic criterion and its application to the debris-flow triggering

41 citations · 44 across the 7 of their papers we have counts for

collaborators

7 papers

physics.geo-ph2019

Coupled mechano-electrokinetic Burridge-Knopoff model of fault sliding events and transient geoelectric signals

Hong-Jia Chen, Chien-Chih Chen, Guy Ouillon +1

We introduce the first fully self-consistent model combining the seismic micro-ruptures occurring within a generalized Burridge-Knopoff spring-block model with the nucleation and p…

physics.geo-ph2019★ 1 cited

A paradigm for developing earthquake probability forecasts based on geoelectric data

Hong-Jia Chen, Chien-Chih Chen, Guy Ouillon +1

We examine the precursory behavior of geoelectric signals before large earthquakes by means of an algorithm including an alarm-based model and binary classification. This algorithm…

physics.geo-ph2018

Stochastic Dynamics for Earthquake Ruptures

Tsung-Hsi Wu, Chien-Chih Chen

In this paper, we propose a stochastic dynamic model for earthquake rupture and suggest that the Langevin equation of frictions may be used for interpreting the slip distributions…

physics.geo-ph2008★ 2 cited

The Weibull - log Weibull transition of interoccurrence times for synthetic and natural earthquakes

Tomohiro Hasumi, Chien-chih Chen, Takuma Akimoto +1

We have studied interoccurrence time distributions by analyzing the synthetic and three natural catalogs of the Japan Meteorological Agency (JMA), the Southern California Earthquak…

physics.data-an2006★ 41 cited

Variable selection based on entropic criterion and its application to the debris-flow triggering

Chien-chih Chen, Chih-Yuan Tseng, Jia-Jyun Dong

We propose a new data analyzing scheme, the method of minimum entropy analysis (MEA), in this paper. New MEA provides a quantitative criterion to select relevant variables for mode…

physics.data-an2006

On data analysis and variable selection: the minimum entropy analysis

Chih-Yuan Tseng, Chien-Chih CHen

In this work, we present a minimum entropy analysis scheme for variable selection and preliminary data analysis. The variable selection can be achieved by the increasing preference…