Rezzy Eko Caraka,S.SI.,M.Sc(RES).,PhD

Primary tabs

Website Staff UI
No Description
1

[1] Keynote speaker conference session, SMART MOBILITY Workshop, CIFAL Unitar Jeju, 2021
[2] Summa Cum Laude, President Award, Chaoyang University of Technology, 2021.
[3] Runner up, Best Data Science Researcher, Data Science Indonesia, 2021.
[4] 2nd Best Leader, MIKTA Camp, The Ministry of Foreign Affairs of the Republic of Korea, 2021.
[5] Merit Award of Excellence (Highest achievement award) from Chaoyang University of Technology, 2020
[6] Best Research, Lembaga Pinjaman Simpanan 2019.
[7] Best Paper and Win Research Price USD 1750. Financial Services Authority and Gadjah Mada University, October 2019.
[8] Silver Award, Ic-RISE, Graduate school of Business, The National University of Malaysia, September 2019
[9] Research Travel Grant, Development Hierarchical Generalized Linear Models (HGLMs) under collaboration with Prof.Youngjo Lee, Department of Statistics, Seoul National University (SNU), South Korea, Korea.
[10] Research Dive 9 (RD-9) Household vulnerability research with PulseLab Jakarta and Bank Indonesia’s Macroprudential Policy Department. August 2019 Senior Researcher, Research Camp Data Science Indonesia (DSI), August 2019
[11] Student Travel Grant, The 24th Conference on Technologies and Applications of Artificial Intelligence ( TAAI 2019),Kaohsiung, Taiwan (ROC), 2019.
[12] Student Travel Grant, The 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), Seoul, South Korea, 2019.
[13] Student Travel Grant, International Conference on Machine Learning and Computing (ICMLC), Kobe, Japan, 2019.
[14] Guest Workshop, Application of Statistics in Ecology and Biodiversity, Department of Statistics, Adi Buana PGRI University, Surabaya,2018
[15] Guest Workhsop, Aplikasi Teknik Molekuler dan Statistika dalam Analisa Biodiversitas, Departemen Biology UIN SGD BANDUNG.2018
[16] Moderator, International Conference and Workshop TELKOMNIKA, Ahmad Dahlan University, Yogyakarta, September, 2018
[17] Oral Presenter, International Conference and Workshop TELKOMNIKA, Ahmad Dahlan University, Yogyakarta, September, 2018
[18] Best oral presenter, The 2nd International Conference on Eco Engineering Development (ICEED 2018), Bina Nusantara University, 05 - 06 September 2018
[19] Best oral presenter, International Conference on Information Management and Technology,BINUS University Alam Sutera, 03 - 05 September 2018
[20] Best oral presenter, International Conference on Computer Science and Computational Intelligence, BINUS University Alam Sutera,07 - 08 September 2018
[21] Best oral presenter, Indonesian Association Pattern Recognition, BINUS University Alam Sutera, 07 - 08 September 2018
[22] Indonesia Diaspora. General of Resources for Science, Technology and Higher Education, Ministry of Research, Technology and Higher Education. Indonesia. 2018
[23] Best Innovation Startup, YELP Bank Indonesia. 2018
[24] Research Participant, The United Nations Institute for Training and Research (UNITAR), Korea, 2018
[25] Best Student Presenter, Colloquium FST The National University of Malaysia 2018
[26] Duta Besar Award. Essay Competition Wonderful Indonesia, Culture, and Tourism Expo. Embassy of The Republic of Indonesia in Kuala Lumpur. 2017
[27] Asean Young Administrators Convention YAS@Jaluma 4.0. Ministry of Higher Education Malaysia (MOHE)
[28] Presenter, 7th international seminar on new paradigm and innovation of Natural Science and Its Application (INSPINSA-7), Diponegoro University,2017
[29] Research Participant, Research Dive For Development: Trade And Competitiveness .Global Pulse, Jakarta, 2017
[30] Research Participant,Artificial Intelligence round table discussion in Research and Technology Transfer, Held by Bina Nusantara University and NVIDIA, 2017
[31] Best Student Idea Challange 2017 Big Data Analytics And Iot In Healthcare The National University Of Malaysia, Hospital Canselor Tuanku Muhriza, Ukm Medical Centre, 2017
[32] Guest Speaker Spatial Data Analysis Journalism Workshop Introduction To Spatial Statistics For Environmental Studies And Ecological Processes, PPMN, 2017
[33] Research Participant,HPE-NVIDIA HPC and AI SOLUTION, NVIDIA, 2017
[34] Best Student Presenter, ICMA 2017 The National University of Malaysia. Swiss Garden Hotel Kuala Lumpur, 2017
[35] Guest Conference Speaker, “Understanding Weather And Climate For Sustainability” By Indonesian Agency For Meteorological, Climatological And Geophysics (BMKG) And School Of Meteorology Climatology And Geophysics(STMKG) Indonesia, 2017.
[36] 3rd Best Paper for Oral Presenter, International Conference in Biodiversity, Universitas Gadjah Mada 2017
[37] Selected Participant in International Conference Data Revolution for Policy Makers. Pulse LAB Jakarta and Kementerian BAPPENAS.2017
[38] Participated in writing book “ Semangat Publikasi dalam Membangun Negeri” by wade publishing, 2017
[39] Presenter 2nd International Conference On Actuarial Science And Statistics (ICASS) Institut Teknologi Bandung, 2016
[40] Best Show Case Project Data Science Weekend Exhibition Data Science Indonesia (DSI) Program Studi Statistika Universitas Islam Indonesia (UII),2016
[41] Participated In Data Science Weekend: Camp And Jam For Intermediate A Data Science Workshop Program Studi Statistika Universitas Islam Indonesia (UII),2016
[42] Participated In Data Science Weekend (DSW) Concert In Python, Machine Learning And Semantic Text. Program Studi Statistika Universitas Islam Indonesia (UII) ,2016
[43] Participated In Data Science Weekend (DSW) Talk. Program Studi Statistika Universitas Islam Indonesia (UII) ,2016
[44] Participated In Workshop Data Mining “Big Data”,Department Of Statistics, Diponegoro University
[45] Best Project Presentation. Data Science Indonesia. 2016
[46] Delegation From Riau Island Province For “Nusantara Jaya” Expedition, Coordinating Ministry For Maritime Affairs Republic Of Indonesia. 2016
[47] Best Paper For Oral Presenter, World Climate Day, Indonesian Agency For Meteorological, Climatological And Geophysics (BMKG), Jakarta, March 2016
[48] Best Paper For Oral Presenter, Climate Knowledge For Climate Action, Indonesian Agency For Meteorological, Climatological And Geophysics (BMKG), Jakarta, March 2015
2

Research Fully Funded:
1. Redefining micro, small, and medium enterprises clustering in Indonesia using Fuzzy Geographically Weighted Clustering Metaheuristics Optimization, Research Grant Bank Indonesia 2021.
2. Embedding of functional brain networks on hyperbolic space and grouping of individuals using variational autoencoders to find anomaly Geometric problems formulated and interpreted by attending hyperbolicity of real complex networks of brain on resting-state fMRI and F-18 FDG PET, SNU Hospital, 2021
3. Employing long short-term memory and Facebook prophet model, Seoul National University, 2021-present
4. Hierarchical likelihood approach in wide area, NRF Republic of Korea. 2020-present
5. Machine learning Ecological Sciences, Supported by CYUT Taiwan. 2019-present
6. Neurocomputing Fundamental Climate Analysis, Supported by CRIM, The National Unviversity of Malaysia.
7. Hybrid Support Vector Regression, Supported by School of Mathematical Sciences, The National University of Malaysia GUP-2017-118.
8. Early detection diabetes mellitus using Feed Forward Neural Network. Department of Statistics Diponegoro University 2015-2017.
9. Development of Biomarkers Tools for Improved Production and Climate Change Resistance in Indonesian Rice. Fully funded by FAO. 2015-2019. (RA Dr. Bens Pardamean)
10. High-Performance Computing in Bioinformatics Research. This study focuses on developing a high-performance application by utilizing High-Performance Computing Technology in Bioinformatics research. 2017. (RA Dr. Bens Pardamean)
11. Colorectal Cancer. Collaboration between Hasanuddin University (UNHAS) and Mochtar Riady Institute of Nanotechnology (MRIN) Pelita Harapan University (UPH). 2014-2019. (RA Dr. Bens Pardamean)
12. SMARTD (SUSTAINABLE MANAGEMENT OF AGRICULTURAL RESEARCH AND TECHNOLOGY DISSEMINATION) collaboration between Indonesian Center for Rice Research (ICRR) Ministry of Agricultural Republic of Indonesia. 2015-2019 (RA Dr. Bens Pardamean)
13. GPU EDUCATION CENTER. Fully funded by NVIDIA Education Center. The project is designed to support and encourage teaching establishments to include GPU Computing using CUDA C/C++ as part of their course offerings, including research and advance education. 2015-2019. (RA Dr. Bens Pardamean)
14. Multikernel Support Vector Regression (MK-SVR) Fully funded Directorate of Research and Community Services. Ministry of Research, Technology and Higher Education of the Republic of Indonesia.No:022/SP2H/LT/DRPM/II/2016.
15. Prediction of Crude Oil Prices Using Support Vector Regression (SVR) with Grid Search–Cross Validation Algorythm Fully Funded by DITLITABMAS DIKTI. 2016
16. Relationship of Body Image Perception and Eating Disorders in Adelsecents. Fully Funded by Department of Nutrition Science - Bogor Agricultural University. 2015-2016
17. The Relationship between Corporate Governance and Stock Prices. Companies Using the Feltham-Ohlson Valuation Model. 2016
18. The causes of patient safety incidents by nurses at inpatient units Police Hospitals Manado. Fully Funded by Bhayangkara Hospital. 2016
19. Wavelet Transform and Group Method Data Handling (GMDH) for loads and prices forecasting. Fully Funded by Ministry of Energy and Mineral Resources (MoE&MR). 2016
20. The Shift Invariant Discrete Wavelet Transform (SIDWT) With Inflation Time Series Application Fully Funded by DITLITABMAS DIKTI. 2015
21. Approach Methods Servqual Cluster And Fuzzy K-Means To Analyze Customer Satisfaction Index (CSI) Post Office In Semarang Fully Funded by PKMP DIKTI. 2015
22. Factors causing GOLPUT in Riau Islands Province. Fully Funded by Government of Riau Island Province. 2015
23. Modeling Volatility To Calculate Value At Risk (VaR) Using Neural Network Model And Genetic Algorithm Fully Funded by DIPA (PNBP) MIPA UNDIP 2014
24. Study Level Of Consumer Satisfaction Rationalizing Electricity Sector In Order To Support And Business Service Improvement PT PLN (Persero) Fully Funded by Ministry Of Energy And Mineral Resources. 2013
25. Satisfaction Survey Internet Faculty Of Science And Mathematics Fully Funded by Faculty Of Science And Mathematics University Of Diponegoro. 2014
26. Quick Count Central Java Gubernatorial Election Fully Funded by University Of Diponegoro. 2013
3

Statistical Application and R Shiny

1. STATCAL©: STATCAL is a statistical data processing application developed in January 2017, using R programming language in RStudio, with shiny package as the main package. STATCAL uses various of packages to perform statistical and graphical data analysis www.statcal.info
2. GUI LMKLSVR. I apply hybrid models and computation platform with combining parameter of the kernel and support vector regression.
3. GUI SPATIAL DATA PANEL. Spatial statistics can be used for various aspects of health, economic, environmental and climate, or other multidisciplinary fields. The specialty of this method is to analyze the global and local characteristics of a location. I created the Graphical User Interface program so that users can use it efficiently.
4. Albatross Analytics, is a statistical and data science data processing platform which can be used by researchers in a wide range of disciplines. Albatross Analytics makes easy to implements of basic analysis, regression, random effects, including of HGLM, MDHGLM, Survival Analysis, Frailty Models, Survival Support Vector Machine, and using H-Likelihood to SEM's http://cheoling.snu.ac.kr:3838/DHGLM/
5. Application for GWNBR Model, is an R Shiny platform to performing Geographically Weighted Negative Binomial Regression. https://hasbi-yasin.shinyapps.io/GWNBR_App/
6. NASPACLUST, is an R Package The optimization algorithm is useful to tackle the disadvan- tages of clustering inconsistency when using the traditional approach. The distance measure- ments option is also provided in order to increase the quality of clustering results.https://cran.r-project.org/web/packages/naspaclust/index.html
7. SMEVulnerability, is an R Shiny based. We provide a variety of interactive data visualizations ranging from data mining and text mining. https://smevulnerability.shinyapps.io/