Mr. Rezzy Eko Caraka
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Mr. Rezzy Eko Caraka

Lecturer
Universitas Indonesia


Highest Degree
M.Sc./M.Sc. (Hons.) in Statistics from Universiti Kebangsaan Malaysia, Malaysia

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Biography

Rezzy Eko Caraka,PhD , act as a researcher and practitioner in the field of data science and statistics. He has worked on all the SDGs topics to produce precise modeling, forecasting, data mining and text mining analysis for policy and decision making. Recently, he has authored more than 11-book series, including data science, statistics, machine learning, spatial analysis.

Area of Interest:

Area of Interest
100%

Research Publications in Numbers

Books
11
Chapters
0
Articles
60
Abstracts
0

Selected Publications

  1. Toharudin, T., R.S. Pontoh, R.E. Caraka, S. Zahroh, Y. Lee and R.C. Chen, 2021. Employing long short-term memory and facebook prophet model in air temperature forecasting. Commun. Stat. Simul. Comput., 10.1080/03610918.2020.1854302.
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  2. Caraka, R.E., Y. Lee, R.C. Chen, T. Toharudin, P.U. Gio, R. Kurniawan and B. Pardamean, 2021. Cluster around latent variable for vulnerability towards natural hazards, non-natural hazards, social hazards in west Papua. IEEE Access, 9: 1972-1986.
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  3. Caraka, R.E., R.C. Chen, Y. Lee, T. Toharudin, C. Rahmadi, M. Tahmid and A.S. Achmadi 2021. Using multivariate generalized linear latent variable models to measure the difference in event count for stranded marine animals. Global J. Environ. Sci. Manage., 7: 117-130.
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  4. Syahid, L.N., A.D. Sakti, R. Virtriana, K. Wikantika and W. Windupranata et al., 2020. Determining optimal location for mangrove planting using remote sensing and climate model projection in southeast Asia. Remote Sens., 10.3390/rs12223734.
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  5. Chen, R.C., C. Dewi, S.W. Huang and R.E. Caraka, 2020. Selecting critical features for data classification based on machine learning methods. J. Big Data, Vol. 7. 10.1186/s40537-020-00327-4.
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  6. Caraka, R.E., Y. Lee, R.C. Chen and T. Toharudin, 2020. Using hierarchical likelihood towards support vector machine: theory and its application. IEEE Access, 8: 194795-194807.
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  7. Caraka, R.E., Y. Lee, R. Kurniawan, R. Herliansyah, P.A. Kaban et al., 2020. Impact of COVID-19 large scale restriction on environment and economy in Indonesia. Global J. Environ. Sci. Manage., 6: 65-84.
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  8. Kaban, P.A., R. Kurniawan, R.E. Caraka, B. Pardamean, B. Yuniarto and Sukim, 2019. Biclustering method to capture the spatial pattern and to identify the causes of social vulnerability in Indonesia: a new recommendation for disaster mitigation policy. Procedia Comput. Sci., 157: 31-37.
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  9. Caraka, R.E., S.A. Bakar, M. Tahmid, H. Yasin and I.D. Kurniawan, 2019. Neurocomputing fundamental climate analysis. Telecommun. Comput. Electrons. Control, 10.12928/telkomnika.v17i4.11788.
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  10. Caraka, R.E., R.C. Chen, T. Toharudin, B. Pardamean, H. Yasin and S.H. Wu, 2019. Prediction of status particulate matter 2.5 using state markov chain stochastic process and HYBRID VAR-NN-PSO. IEEE Access, 7: 161654-161665.
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  11. Caraka, R.E., S. Shohaimi, I.D. Kurniawan, R. Herliansyah and A. Budiarto et al., 2018. Ecological show cave and wild cave: Negative binomial Gllvm’s arthropod community modelling. Procedia Comput. Sci., 135: 377-384.
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