What I Do?

Scientific Profil : LINKEDIN ; Researchgate ; Google Scholar ; ORCID ; RESEARCHER ID ; MENDELEY ; SINTA RISTEK DIKTI ; PORTAL GARUDA ; SCOPUS

REVIEWER  EXPERIENCES:

  1. Scientific Journal of PPI UKM . 2017-2018
  2. ASEAN Youth Conference, PPI Malaysia. 2017-2018
  3. International Advisory Committee: International Conference on Advances in Biochemistry, Genetics and Molecular Biology, Imperial College London, London, United Kingdom. 2018
  4. The Journal of Mathematics and Statistics, Sci-pub. 2019-now
  5. Journal HEXAGRO, 2019-now
  6. Journal of Information Sciences, Elsevier, 2019-now (Reviewer Assistance)
  7. I3S PPI-Taiwan. 2019-now

TEACHING ASSISTANT:

  1. A Bayesian Hierarchical Mixed Model for Identifying Significant Polygenic Effect while Controlling for Confounding and Repeated Measures. Christopher S. McMahan, Ph.D. Department of Mathematical Sciences, Clemson University (USA)
  2. Forecasting various companion vector-borne disease within the conterminous United States. Christopher S.  McMahan, Ph.D. Department of Mathematical SciencesClemson University (USA)

PROFESSIONAL CERTIFICATION:

  1. Deep Neural Network Deployment by Deep Learning Institute NVIDIA, 2017
  2. Deep Learning For Image Segmentation by Deep Learning Institute NVIDIA, 2017
  3. Targeted Genotyping: Data Analysis in R by BIOREALM Genetics And Data Science USA,2017
  4. Wearable Health Data Analysis by BIOREALM Genetics And Data Science USA,2017
  5. Machine Learning in Genomics by BIOREALM Genetics And Data Science USA, 16 October  2017

RESEARCH FULLY FUNDED :

  1. Machine learning Ecological Sciences, Supported by CYUT Taiwan. 2019-present
  2. Multi Kernel Learning (MKL), Institute for Research and Community Services (LPPM) Diponegoro University, Under contract 329-44/UN7.P4.3/PP/2019.
  3. Hybrid Support Vector Machine Metaheuristic. Ministry of Science and Technology (MOST), Taiwan (ROC).MOST-107-2221-E-324-018-MY2.
  4. Neurocomputing Fundamental Climate Analysis, CRIM The National University of Malaysia. 2018
  5. Hybrid Support Vector Regression, Supported by the School of Mathematical Sciences, The National University of Malaysia GUP-2017-118.
  6. Early detection of diabetes mellitus using Feed Forward Neural Network. Department of Statistics Diponegoro University 2015-2017.
  7. Development Of Biomarkers Tools For Improved Production And Climate Change Resistance In Indonesian Rice Fully funded by FAO. 2015-2019. (RA Dr.Bens Pardamean)
  8. 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)
  9. Colorectal Cancer. Collaboration between Hasanuddin University (UNHAS) and Mochtar Riady Institute of Nanotechnology (MRIN) Pelita Harapan University (UPH). 2014-2019. (RA Dr.Bens Pardamean)
  10. SMART D (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)
  11. 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)
  12. 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.
  13. Prediction of Crude Oil Prices Using Support Vector Regression (SVR) with Grid Search–Cross Validation Algorythm Fully Funded by DITLITABMAS DIKTI. 2016
  14. Relationship of Body Image Perception and Eating Disorders in Adelsecents. Fully Funded by Department of Nutrition Science – Bogor Agricultural University. 2016
  15. The Relationship between Corporate Governance and Stock Prices. Companies Using the Feltham-Ohlson Valuation Model. 2016
  16. The causes of patient safety incidents by nurses at inpatient units Police Hospitals Manado. Fully Funded by Bhayangkara Hospital. 2016
  17. 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
  18. The Shift Invariant Discrete Wavelet Transform (SIDWT) With Inflation Time Series Application Fully Funded by DITLITABMAS DIKTI. 2015
  19. Approach Methods Servqual Cluster And Fuzzy K-Means To Analyze Customer Satisfaction Index (CSI) Post Office In Semarang Fully Funded by PKMP DIKTI. 2015
  20. Factors causing GOLPUT in Riau Islands Province. Fully Funded by Government of Riau Island Province. 2015
  21. Modeling Volatility To Calculate Value At Risk (VaR) Using Neural Network Model And Genetic Algorithm Fully Funded by DIPA (PNBP) MIPA UNDIP 2014
  22. 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
  23. Satisfaction Survey Internet Faculty Of Science And Mathematics Fully Funded by Faculty Of Science And Mathematics University Of Diponegoro. 2014
  24. Quick Count Central Java Gubernatorial Election Fully Funded by the University Of Diponegoro. 2013

ACADEMIC PUBLICATION:

BOOK :

  1. Caraka, R.E., Yasin,H. 2017. Geographically weighted regression (GWR) : sebuah pendekatan regresi geografis. Graha Ilmu Yogyakarta – Mobius. ISBN:978-602-19479-8-2 (electronic) ,  978-602-19479-7-5
  2. Semangat publikasi dalam membangun peradaban negeri, 2017. Wade Group. ISBN: 978-602-6802-63-7
  3. Caraka,R.E., Yasin,H. 2018. Spatial Data Panel. Wade Publishing. ISBN:978-602-5498-14-5
  4. Jamilatuzzahro, Caraka,R.E.,Herliansyah.R. 2018.Aplikasi Generalized Linear Model dengan R. INNOSAIN Graha Ilmu Yogyakarta. ISBN : 978-602-6542-47-2 (Electronic), 978-602-6542-46-5
  5. Pardamean,B., Budiarto,A., Caraka, R.E. 2018. Bioinformatika dengan R Tingkat Lanjut. Teknosain Graha Ilmu Yogyakarta. ISBN: 978-602-6324-90-0 (electronic) , 978-602-6324-89-4
  6. Gio,P.U.,Caraka,R.E.,Sutiksno,D.U.,Ahmar,A.S.2018. Analisis Hubungan antara Variabel Kategori dengan STATCAL, SPSS dan Minitab. DOI: 10.17605/OSF.IO/D2YZF
  7. Caraka,R.E., Tahmid,M.2019. Statistika Klimatologi. Graha Ilmu Yogyakarta

SELECTED LIST PUBLICATION

Q1-RANK

Q2 RANK

Q3 RANK

Q4 RANK

PROCEEDING IEEE & IOP 

Article in Press

  • Lai, C.Y., Chen,R.C., R.E. 2020. Prediction Stock Price Based on Different Index Factors Using LSTM. International Conference on Machine Learning and Cybernetics (ICMLC) Kobe, Japan.Accepted Manuscript,
  • Caraka,R.E.,Chen,R.C., ToharudinT.,Tahmid,M., Putra,R.M. 2019. Evaluation Performance of SVR Genetic Algorithm and Hybrid Particle Swarm Optimization in Rainfall Forecasting. Journal of ICIC Express letter. Q4
  • Caraka,R.E., Supatmanto,B.D., Armita., Pardamean,B., Chen,R.C. 2019. Employing Moving Average Long Short-Term Memory Model for Predict Rainfall. Procedia Computer Science, Elsevier
  • Caraka,R.E., Ching,R.C., Toharudin,T. 2020. Latent GLM Tweedie Distribution in Butterflies Species Counts. SICONIAN Conference, Web of Science (WOS)
  • Yasin,H., Caraka, R.E.,Tarno., and Hoyyi,A. (2020). Stock Price Modeling Using Localized Multiple Kernel Support Vector Regression (LMKSVR) Methods. Journal of ICIC Part B.  Q4

Submitted Article

  1. Variational Approximation Multivariate Generalized Linear Latent Variabel Model in Diversity Termites Riau and Peninsular Malaysia. Diversity Journal. Q1
  2. Evaluation of Laplace Approximation GLLVM in the Analysis of Diversity Termites in Riau and Peninsular Malaysia. Information Processing Letter. Q2

AWARDS AND ACHIEVEMENT

  1. Best Research, Lembaga Pinjaman Simpanan 2019.
  2. Best Paper and Win Research Price USD 1750. Financial Services Authority and Gadjah Mada University, October 2019.
  3. Silver Award, Ic-RISE, Graduate school of Business, The National University of Malaysia, September 2019
  4. 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.
  5. Research Dive 9 (RD-9) Household vulnerability research with PulseLab Jakarta and Bank Indonesia’s Macroprudential Policy Department. August 2019
  6. Senior Researcher, Research Camp Data Science Indonesia (DSI), August 2019
  7. Student Travel Grant, The 24th Conference on Technologies and Applications of Artificial Intelligence ( TAAI 2019),Kaohsiung, Taiwan (ROC), 2019.
  8. Student Travel Grant, The 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), Seoul, South Korea, 2019.
  9. Student Travel Grant, International Conference on Machine Learning and Computing (ICMLC), Kobe, Japan, 2019.
  10. Guest Workshop, Application of Statistics in Ecology and Biodiversity, Department of Statistics, Adi Buana PGRI University, Surabaya,2018
  11. Guest Workhsop, Aplikasi Teknik Molekuler dan Statistika dalam Analisa Biodiversitas, Departemen Biology UIN SGD BANDUNG.2018
  12. Indonesia Diaspora.General of Resources for Science, Technology and Higher Education, Ministry of Research, Technology and Higher Education. Indonesia. 2018
  13. Best Innovation Startup, YELP Bank Indonesia. 2018
  14. Research Participant and Indonesia Delegation, The United Nations Institute for Training and Research (UNITAR) CIFAL, Jeju, South Korea Korea, 2018
  15. Asean Young Administrators Convention YAS@JALUMA4.O. Ministry of Higher Education Malaysia, Nilai Spring Resort Hotel 27th-29th November 2017
  16. Duta Besar Award. Essay Competition Wonderful Indonesia, Culture, and Tourism Expo. Embassy of The Republic of Indonesia in Kuala Lumpur. 2017
  17. Presenter 1st International Conference on Combinatorics, Graph, Theory and Network Topology,  Universitas Jember,  Jember 25th-26th November 2017
  18. Speaker Education Fair, Universitas Sebelas Maret, 4th-12th November 2017.
  19. Poster Presenter, The Graduate Student Conference, Graduate Studies and Professional Learning (GPL) of the National Institute of Education (NIE) An Institute of Nanyang Technological University (NTU). Singapore, 27-28 October 2017
  20. Oral Paper Presenter,  The Graduate Studies and Professional Learning (GPL) of the National Institute of Education (NIE) An Institute of Nanyang Technological University (NTU), Singapore 27-28 October 2017
  21. Presenter International Seminar on New Paradigm and Innovation of Natural Sciences and its Application (ISNPINSA), Universitas Diponegoro. Semarang 17 October 2017
  22. Guest Speaker “Pembahasan dan Perbaikan Finalisasi Akhir Rancangan Perkaban Pedoman Pembelajaran di Lingkungan Kemenkeu Corporate University” Badan Pendidikan dan Pelatihan Keuangan. Bogor, 18-20 October 2017
  23. RESEARCH DIVE FOR DEVELOPMENT: TRADE AND COMPETITIVENESS GLOBAL PULSE UNITED NATION, 2017
  24. Artificial Intelligence round table discussion in Research and Technology Transfer, Held by Bina Nusantara University and NVIDIA, 2017
  25. 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
  26. GUEST SPEAKER SPATIAL DATA ANALYSIS JOURNALISM WORKSHOP INTRODUCTION TO SPATIAL STATISTICS FOR ENVIRONMENTAL STUDIES AND ECOLOGICAL PROCESSES, PPMN, 2017
  27. HPE-NVIDIA HPC and AI SOLUTION, NVIDIA, 2017
  28. Presenter in International Conference on Multidisciplinary Academic The National University of Malaysia. Swiss Garden Hotel. Kuala Lumpur, Malaysia, 2017.
  29. 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.
  30. 3rd Best Paper for Oral Presenter, International Conference on Biodiversity, Universitas Gadjah Mada 2017
  31. Participated in writing book “ Semangat Publikasi dalam Membangun Negeri” by wade publishing, 2017
  32. Presenter 2nd International Conference On Actuarial Science And Statistics (ICASS) Institut Teknologi Bandung, 2016
  33. Best Show Case Project Data Science Weekend Exhibition Data Science Indonesia (DSI) Program Studi Statistika Universitas Islam Indonesia (UII),2016
  34. Participated In Data Science Weekend: Camp And Jam For Intermediate A Data Science Workshop Program Studi Statistika Universitas Islam Indonesia (UII),2016
  35. Participated In Data Science Weekend (DSW) Concert In Python, Machine Learning And Semantic Text. Program Studi Statistika Universitas Islam Indonesia (UII) ,2016
  36. Participated In Data Science Weekend (DSW) Talk. Program Studi Statistika Universitas Islam Indonesia (UII) ,2016
  37. Participated In Workshop Data Mining “Big Data”,Department Of Statistics, Diponegoro University
  38. Best Project Presentation. Data Science Indonesia. 2016
  39. Delegation From Riau Island Province For “Nusantara Jaya” Expedition, Coordinating Ministry For Maritime Affairs Republic Of Indonesia. 2016
  40. The Best Paper For Oral Presenter, World Climate Day, Indonesian Agency For Meteorological, Climatological And Geophysics (Bmkg), Jakarta, March 2016
  41. The Best Paper For Oral Presenter, Climate Knowledge For Climate Action, Indonesian Agency For Meteorological, Climatological And Geophysics (Bmkg), Jakarta, March 2015
  42. 3rd Winner National Scientific Paper Competitions , Universitas Diponegoro,  Semarang, November 2015
  43. 4th Winner National Scientific Paper Competitions , Universitas Diponegoro , Semarang, November 2015
  44. Finalis Of Marifest Universitas Diponegoro Semarang, November 2015
  45. Invited Trainer ”SPSS Training”. Department Of Mathematics, Mathematics Computing Club (MCC), Semarang,April ,2015
  46. Finalis Of National Essay Competition, Bogor Agricultural University, Bogor, September 2015
  47. Invited Trainer “Structural Equation Modelling (SEM) Using Amos”. Department Of Statistics Diponegoro University, Semarang, November 2014
  48. Invited Speaker “Seminar Nasional Statistika”, Padjadjaran Universiry, Bandung, November 2014
  49. Invited Speaker “Seminar Nasional Ilmu Komputer”. State University Of Semarang (UNNES), Semarang, October,2014
  50. Invited Trainer “SPSS Training”. Department Of Statistics Diponegoro University, Semarang, November 2013