JKCI - Journal of the Korea Concrete Institute

1

Andrade C., Blanco V. M., Collazo A., Keddam M., Novoa X. R., Takenouti H., 1999, Cement Paste Hardening Process Studied by Impedance Spectroscopy, Electrochimica Acta, Vol. 44, No. 24, pp. 4313-4318

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Awad M., Khanna R., 2015, Efficient Learning Machines: Theories, Concepts, and Applications for Engineers and System Designers. USA, Berkeley: Apress, pp. 67-80

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Cruz J. M., Fita I. C., Soriano L., Payá J., Borrachero M. V., 2013, The Use of Electrical Impedance Spectroscopy for Monitoring the Hydration Products of Portland Cement Mortars with High Percentage of Pozzolans, Cement and Concrete Research, Vol. 50, pp. 51-61

4

Gu P., Xu Z., Xie P., Beaudoin J. J., 1993, An AC Impedance Spectroscopy Study of Micro-Cracking in Cement- Based Composites during Compressive Loading, Cement and Concrete Research, Vol. 23, No. 3, pp. 675-682

5

Hu X., Shi C., Liu X., Zhang J., De Schutter G., 2019, A Review on Microstructural Characterization of Cement- Based Materials by AC Impedance Spectroscopy, Cement and Concrete Composites, Vol. 100, pp. 1-14

6

Hwang I. C., Kim K. K., Lee K. S., Kim S. S., 2011, The Usefulness of Indices for Central Obesity Estimated by Bioelectrical Impedance Analysis in the Diagnosis of Metabolic Syndrome, Korean Journal of Health Promotion (In Korean), Vol. 11, No. 2, pp. 64-71

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Ismail M., Ohtsu M., 2006, Corrosion Rate of Ordinary and High-Performance Concrete Subjected to Chloride Attack by AC Impedance Spectroscopy, Construction and Building Materials, Vol. 20, No. 7, pp. 458-469

8

Jin S. S., 2020, Compositional Kernel Learning Using Tree-Based Genetic Programming for Gaussian Process Regression, Structural and Multidisciplinary Optimization, Vol. 62, No. 3, pp. 1313-1351

9

Lee G. P., Choe S. I., 2019, Direction of Legislation to Activate Smart Construction Technology, Construction Engineering and Management, Vol. 20, No. 5, pp. 28-32

10

Lukaski H. C., Phyllis E. J., William W. B., Glenn I. L., 1985, Assessment of Fat-Free Mass Using Bioelectrical Impedance Meaurements of the Human Body, The American Journal of Clinical Nutrition, Vol. 41, pp. 810-817

11

MacPhee D. E., Sinclair D. C., Stubbs S. L., 1996, Electrical Characterization of Pore Reduced Cement by Impedance Spectroscopy, Journal of Materials Science Letters, Vol. 15, No. 18, pp. 1566-1568

12

MathWorks , 2 November 2020, Statistics and Machine Learning Toolbox, https://www.mathworks.com/products/statistics.html?s_tid=srchtitle#machine-learning Accessed

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McCARTER W. J., 1994, A Parametric Study of the Impedance Characteristics of Cement-Aggregate Systems during Early Hydration, Cement and Concrete Research, Vol. 24, No. 6, pp. 1097-1110

14

Poupard O., Aıt-Mokhtar A., Dumargue P., 2004, Corrosion by Chlorides in Reinforced Concrete: Determination of Chloride Concentration Threshold by Impedance Spectroscopy, Cement and Concrete Research, Vol. 34, No. 6, pp. 991-1000

15

Sánchez I., Nóvoa X. R., De Vera G., Climent M. A., 2008, Microstructural Modifications in Portland Cement Concrete due to Forced Ionic Migration Tests, Study by Impedance Spectroscopy. Cement and Concrete Research, Vol. 38, No. 7, pp. 1015-1025

16

Scuderi C. A., Mason T. O., Jennings H. M., 1991, Impedance Spectra of Hydrating Cement Pastes, Journal of Materials Science, Vol. 26, No. 2, pp. 349-353

17

Shi M., Chen Z., Sun J., 1999, Determination of Chloride Diffusivity in Concrete by AC Impedance Spectroscopy, Cement and Concrete Research, Vol. 29, No. 7, pp. 1111-1115

18

Shin E. J., Chang N. S., 1999, Comparisons of Treebased Data Mining Techniques: Single vs. Multi-Decision Trees, Proceedings of the The Korea Society of Management Information Systems Conference, pp. 361-369

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Shin S. W., Hwang G., Lee C. J., 2014, Electrical Impedance Response Model of Concrete in Setting process, Journal of the Korean Society of Safety (In Korean), Vol. 29, No. 5, pp. 116-122

20

Song G., 2000, Equivalent Circuit Model for AC Electrochemical Impedance Spectroscopy of Concrete, Cement and Concrete Research, Vol. 30, No. 11, pp. 1723-1730

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Woo L. Y., Wansom S., Hixson A. D., Campo M. A., Mason T. O., 2003, A Universal Equivalent Circuit Model for the Impedance Response of Composites, Journal of Materials Science, Vol. 38, No. 10, pp. 2265-2270

22

Xie P., Gu P., Xu Z., Beaudoin J. J., 1993, A Rationalized AC Impedence Model for Microstructural Characterization of Hydrating Cement Systems, Cement and Concrete Research, Vol. 23, No. 2, pp. 359-367

JKCIJournal of
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Journal of the Korea Concrete Institute

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JKCIJournal ofthe Korea Concrete Institute