Minat Penelitian / Research Interest

• Machine Learning
• Big Data Analytics
• Bioinformatics
• Computational Statistics
• Official statistics
• Artificial Intellegence

Publikasi Ilmiah

• Ray Sastri, Arbi Setiyawan, Setia Pramana, Heny Wulandari The Behavior of Using Simcard in Indonesia Border Area Journal of Business and Social Review in Emerging Economies/Multan Center for Sustainability Research and Consultancy 2019
• Setia Pramana, Dede Yoga Paramartha, Yustiar Adhinugroho, Mieke Nurmalasari Air Pollution Changes of Jakarta, Banten, and West Java, Indonesia During the First Month of COVID-19 Pandemic Asian Journal of Business Environment/Korea Distribution Science Association 2020
• Linta Ifada, Mieke Nurmalasari, Setia Pramana Multilevel Survival Analysis for Under-fives in Indonesia 2015 Paediatrica Indonesiana/Indonesian Pediatric Society 2020
• Maftukhatul Qomariyah Virati, Diory Paulus Pamanik, Setia Pramana Forecasting Number of Passengers of TransJakarta Using Seasonal ARIMAX Method Journal of Data Science and Its Applications/Community for Data and Information Science (COMMDIS 2020
• Setia Pramana, Yuniarti Yuniarti, Dede Yoga Paramartha, Satria Bagus Panuntun Mobility Pattern Changes in Indonesia in Response to COVID-19 Economics and Finance in Indonesia Lembaga Penyelidikan Ekonomi dan Masyarakat Fakultas Ekonomi Universitas Indonesia 2021
• Fajar Fatur Rachman, Setia Pramana Analysis of Indonesian People's Sentiments About the Side Effects of the COVID-19 Vaccine on Twitter Journal of Data Science and Its Applications/Community for Data and Information Science (COMMDIS 2021
• S Pramana, IKY Hardiyanta, FY Hidayat, S Mariyah A comparative assessment on gene expression classification methods of RNA-seq data generated using next-generation sequencing (NGS). Narra J 2 (1) 2021
• F Khairani, A Kurnia, MN Aidi, S Pramana. Predictions of Indonesia economic phenomena based on online news using Random Forest. Sinkron: jurnal dan penelitian teknik informatika 7 (2, 532-540) 2022
• Setia Pramana, Erni Tri Astuti. Mapping of Education Quality and E-Learning Readiness to Enhance Economic Growth in Indonesia Asian Journal of Business Environment/Korea Distribution Science Association 2022
• Setia Pramana, I Komang Yudi Hardiyanta, Farhan Yahya Hidayat, dan Siti Mariyah A Comparative Assessment of Classification Methods for RNA-Sequencing Data Narra J/Narra Sains Indonesia and collaboration with Universitas Syiah Kuala 2022
• Dewi Krismawati, Wahyu Calvin Frans Mariel, Farhan Anshari Arsyi, Setia Pramana Sentiment Analysis on Indonesia Economic Growth using Deep Learning Neural Network Method The Journal of Industrial Distribution & Business/Korea Distribution Science Association 2022
• Yustiar Adhinugroho, Amanda Pratama Putra, Muhammad Luqman, Geri Yesa Ermawan, Takdir, Siti Mariyah, Setia Pramana. Development of Online Travel Web Scraping for Tourism Statistics in Indonesia Information Research/the University of Borås, Sweden 2020
• Setia Pramana, Siti Mariyah, Takdir. Big Data Implementation for Price Statistics in Indonesia: Past, Current, and Future Developments Statistical Journal of the IAOS/IOS Press 2021
• Setia Pramana, Dede Yoga Paramartha, Geri Yesa Ermawan, Nensi Fitria Deli, Wiwin Srimulyani. Impact of COVID-19 pandemic on tourism in Indonesia Current Issues Tourism/Taylor and Francis Ltd. 2021
• Muhammad Ghozy Al Haqqoni, Setia Pramana Implementation of Marketplace Data in the Production of Consumer Price Index in Indonesia Data Science 5 (2, 79-95) 2022
• Setia Pramana How Data Sciences Shapes Personalized Medicine Revolution Proceeding The 7th Basic Science International Conference 2017
• Sudigdo Sastro asmoro, Setia Pramana , Kuntjoro HarimurtiKuntjoro Harimurti Analisis Kesintasan DASAR-DASAR METODOLOGI PENELITIAN KLINIS EDISI 5 Sagung Seto 2016
• Mieke Nurmalasari dan Setia Pramana Analysis Of Appendectomy In Belgium Using Disease Mapping Techniques The 13th Islamic Countries Conference on Statistical Sciences 2015
• Setia Pramana, Kwong Qi Bin, Heng Huey Ying, and Ong Ai Ling Exome Sequencing Bioinformatics: A Practical Handbook. World Scientific. Singapore. 2017
• Ewoud De Troyer, Martin Otava, Jitao David Zhang, Setia Pramana, Tatsiana Khamiakova, Sebastian Kaiser, Martin Sill, Aedin Culhane, Daniel Gusenleitner,Pierre Gestraud, Gabor Csardi, Mengsteab Aregay, Sepp Hochreiter, Gunter Klambauer, Djork-Arne Clevert, Tobias Verbeke, Nolen Joy Perualila, Adetayo Kasim, and Ziv Shkedy The BiclustGUI Package Applied Biclustering Methods for Big and High-Dimensional Data Using R, Editors: Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen. Chapman and Hall/CRC 2016
• Adetayo Kasim, Setia Pramana Ziv Shkedy Spectral Biclustering Applied Biclustering Methods for Big and High-Dimensional Data Using R, Adetayo Kasim, Ziv Shkedy, Sebastian Kaiser, Sepp Hochreiter, Willem Talloen. Chapman and Hall/CRC 2016
• Pramana, S., Lin, D., Haldermans P., and Verbeke, T Interfaces for Analyzing Dose–Response Studies in Microarray Experiments: IsoGeneGUI and ORIOGEN Modeling Dose-response Microarray Data in Early Drug Development Experiments Using R, Springer 2012
• Pramana, S., Shkedy Z., Göhlmann, H.W., Talloen W., De Bondt, A., Straetemans, R., Lin, D., and Pinheiro Model-based Parametric Approaches Modeling Dose-response Microarray Data in Early Drug Development Experiments Using R, Springer. 2012
• Zhuo-Chun Peng, Karl Andersson, Johan Lindholm, Olga Dethlefsen, Setia Pramana, Yudi Pawitan, Monica Nistér, Sten Nilsson, Chunde Li Improving the Prediction of Prostate Cancer Overall Survival by Supplementing Readily Available Clinical Data with Gene Expression Levels of IGFBP3 and F3 in Formalin-Fixed Paraffin Embedded Core Needle Biopsy Material. PLoS ONE 01/2016; 11(1). DOI:10.1371/journal.pone.0145545 2016
• Patrik K. E. Magnusson, Donghwan Lee, Xu Chen, Jin Szatkiewicz, Setia Pramana, Shumei Teo, Patrick F. Sullivan, Lars Feuk, Yudi Pawitan One CNV Discordance in NRXN1 Observed Upon Genome-wide Screening in 38 Pairs of Adult Healthy Monozygotic Twins Twin Research and Human Genetics 2016
• Trung Nghia Vu, Setia Pramana, Stefano Calza, Chen Suo, Donghwan Lee, Yudi Pawitan Comprehensive landscape of subtype-specific coding and non-coding RNA transcripts in breast cancer Oncotarget 09/2016 2016
• Harapan H, Anwar S, Bustamam A, Radiansyah A, Angraini P, Fasli R, Salwiyadi S, Bastian RA, Oktiviyari A, Akmal I, Iqbalamin M, Adil J, Henrizal F4, Darmayanti D, Mahmuda M, Mudatsir M, Imrie A, Sasmono RT, Kuch U, Shkedy Z, Pramana S Willingness to pay for a dengue vaccine and its associated determinants in Indonesia: A community-based, cross-sectional survey in Aceh Acta Tropica 166 2016
• S.I. Wanandi, S. Dewi, S. Pramana and R. Karsono 128P The alteration of p53-pathway gene expression in advanced breast cancer after neoadjuvant chemo- and hormone therapy. Annals of Oncology 27(suppl_9) 2016
• Wild PS, Felix JF, Schillert A, Teumer A, Chen MH, Leening MJG, Völker U, Großmann V, Brody JA, Irvin MR, Shah SJ, Pramana S, Lieb W, Schmidt R, Stanton AV, Malzahn D, Smith AV, Sundström J, Minelli C, Ruggiero D, Lyytikäinen LP, Tiller D, Smith JG, Monnereau C, Di Tullio MR, Musani SK, Morrison AC, Pers TH, Morley M, Kleber ME, Aragam J, Benjamin EJ, Bis JC, Bisping E, Broeckel U, Cheng S, Deckers JW, Del Greco M F, Edelmann F, Fornage M, Franke L, Friedrich N, Harris TB, Hofer E, Hofman A, Huang J, Hughes AD, Kähönen M, Investigators K, Kruppa J, Lackner KJ, Lannfelt L, Laskowski R, Launer LJ, Leosdottir M, Lin H, Lindgren CM, Loley C, MacRae CA, Mascalzoni D, Mayet J, Medenwald D, Morris AP, Müller C, Müller-Nurasyid M, Nappo S, Nilsson PM, Nuding S, Nutile T, Peters A, Pfeufer A, Pietzner D, Pramstaller PP, Raitakari OT, Rice KM, Rivadeneira F, Rotter JI, Ruohonen ST, Sacco RL, Samdarshi TE, Schmidt H, Sharp ASP, Shields DC, Sorice R, Sotoodehnia N, Stricker BH, Surendran P, Thom S, Töglhofer AM, Uitterlinden AG, Wachter R, Völzke H, Ziegler A, Münzel T, März W, Cappola TP, Hirschhorn JN, Mitchell GF, Smith NL, Fox ER, Dueker ND, Jaddoe VWV, Melander O, Russ M, Lehtimäki T, Ciullo M, Hicks AA, Lind L, Gudnason V, Pieske B, Barron AJ, Zweiker R, Schunkert H, Ingelsson E, Liu K, Arnett DK, Psaty BM, Blankenberg S, Larson MG, Felix SB, Franco OH, Zeller T, Vasan RS, Dörr M. Large-scale genome-wide analysis identifies genetic variants associated with cardiac structure and function The Journal of Clinical Investigation 1;127(5) 2017
• Martin Otava, Rudradev Sengupta, Ziv Shkedy, Dan Lin, Setia Pramana, Tobias Verbeke, Philippe Haldermans, Ludwig A. Hothorn, Daniel Gerhard, Rebecca M. Kuiper, Florian Klinglmueller and Adetayo Kasim IsoGeneGUI: Multiple Approaches for Dose-Response Analysis of Microarray Data Using R The R Journal Vol. 9/1. 2017
• Imaduddin Amin, Ni Luh Putu Satyaning P.P, Yulistina Riyadi, and Jong Gun Lee, Setia Pramana, Robert K. Inferring Commuting Statistics in Greater Jakarta from Social Media Locational Information from Mobile Devices. Proceeding of The Conference NetMob 2017 2017
• Setia Pramana, Ricky Yordani, Robert Kurniawan, Budi Yuniarto Dasar-dasar Statistika dengan Software R Konsep dan Aplikasi. Edisi kedua In Media 2017
• Setia Pramana, Ricky Yordani, Robert Kurniawan, Budi Yuniarto Dasar-dasar Statistika dengan Software R Konsep dan Aplikasi. InMedia In Media 2016
• Neli Agustina, Setia Pramana Study on the impact of ICT development and goverment expenditure for ICT on Indonesian economic growth Proceeding, The International conference and call for paper on trade 2017
• Arief Yuandi and Setia Pramana Penggunaan Teknik Cross Validation Untuk Assessment Model Regresi Spasial Prosiding 1st Indonesia Statistics Conference and Olympiad (ISCO) 2015
• Dwiyana Siti,Meilany Dalimunthe,Debi Tomika,Eka Miftakhul Rahmawati,Muchriana Burhan,Yayan Fauzi,Muchammad Romzy,I Made Arcana,Imam Machdi,Usman Bustaman, Widyo Pura Buana,Setia Pramana. FAST: A Web-Based Statistical Analysis Forum Proceeding The 13th Islamic Countries Conference On Statistical Sciences 2015
• Meidiana Pairuz,Nur’aidah,Hanik Devianingrum,Hergias Widityasari,Zumrotul Ilmiyah,Isna Rahayu,Arinda Ria,Diah Daniaty,Wahyu Hardi Puspiaji,Erma Purnatika Dewi,Pudji Ismartini,Robert Kurniawan,Sodikin Baidowi,Muchammad Romzi,Munawar Asikin,Karmaji,Setia Pramana Wires: A User Friendly Spatial Analysis Software Proceeding The 13th Islamic Countries Conference On Statistical Sciences 2015
• Chen Suo, Donghwan Lee, Setia Pramana, Dhany Saputra, Himanshu Joshi, Stefano Calza, Yudi Pawitan Integration of Somatic Mutation, Expression and Functional Data Reveals Potential Driver Genes Predictive of Breast Cancer Survival Bioinformatics. 31(16):2607-13 2015
• Zhuochun Peng, Karl Andersson, Johan Lindholm, Inger Bodin; Setia Pramana, Yudi Pawitan, Monica Nistér, Sten Nilsson and Chunde Li. Operator Dependent Choice Of Prostate Cancer Biopsy Has Limited Impact On A Gene Signature Analysis For The High-Expressing Genes IGFBP3 And F3 In Cancer Epithelia Cells PLoS ONE 9(10) 2014
• Julie Bachmann , Florence Burté , Setia Pramana, Ianina Conte, Biobele J. Brown, Adebola E. Orimadegun, Wasiu A. Ajetunmobi, Nathaniel K. Afolabi, Francis Akinkunmi, Samuel Omokhodion, Felix O. Akinbami, Wuraola A. Shokunbi, Caroline Kampf, Yudi Pawitan, Mathias Uhlén, Olugbemiro Sodeinde, Jochen M. Schwenk, Mats Wahlgren , Delmiro Fernandez-Reyes , Peter Nilsson Affinity Proteomics Reveals Elevated Muscle Proteins in Plasma of Children with Cerebral Malaria PLoS Pathogens 10(4) 2014
• Peng, Z., Skoog, L., Hellborg, H., Jonstam, G., Wingmo, I., Hjälm-Eriksson, M., Harmenberg, U., Ährlund-Richter, L, Pramana, S., Pawitan, Y., Nilsson, M.S., and Li, C An expression signature at diagnosis to estimate prostate cancer patients’ overall survival Prostate Cancer and Prostatic Diseases 2014
• Pramana, S., Lin, D., Haldermans, P., Shkedy Z., and Verbeke, T., De Bondt, A., Talloen, W., Göehlmann,. H and Bijnens, L IsoGene: An R Package for Analyzing Dose-response Studies in Microarray Experiments R Journal 2/1 2010

Publikasi atau Hasil Pekerjaan Internal

• Salwa Rizqina Putri, Thosan Girisona Suganda, Setia Pramana 2021 Penerapan Bayesian Network dalam Memodelkan Kondisi Ekonomi Hijau Indonesia di Era Pandemi Berdasarkan Big Data Seminar Nasional Official Statistics, 25 September 2021, Politeknik Statistika STIS, Indonesia
• Muhammad Tharif Arkandana, Thosan Girisona Suganda, Setia Pramana 2021 Hubungan Jumlah Tayangan Iklan Penawaran Penjualan dan Penyewaan Properti dengan PDRB Provinsi Bali Tahun 2019-2021 Dengan Menggunakan Big Data: Web Scraping Seminar Nasional Official Statistics, 25 September 2021, Politeknik Statistika STIS, Indonesia
• Wiwin Srimulyani, Nurtia Nurtia, Maulana Faris, Nensi Fitria Deli, Setia Pramana 2020 Profil Tingkat Okupansi Hotel di NTB Selama Pandemi COVID-19 dengan Menggunakan Big Data Seminar Nasional Official Statistics, 24 September 2020, Politeknik Statistika STIS, Indonesia
• Dandy Adetiar Al Rizki, Usman Bustaman, Setia Pramana 2020 Pemanfaatan Big Data Marketplace Terhadap Profil Ekonomi Digital Daerah Sektor Perdagangan di Kalimantan Barat, Indonesia Seminar Nasional Official Statistics, 24 September 2020, Politeknik Statistika STIS, Indonesia
• Salim Satriajati, Satria Bagus Panuntun, Setia Pramana 2020 Implementasi Web Scraping dalam Pengumpulan Berita Kriminal pada Masa Pandemi COVID-19 (Detik.com News Site) Seminar Nasional Official Statistics, 24 September 2020, Politeknik Statistika STIS, Indonesia
• Cholifa Fitri Annisa, Setia Pramana 2020 Kajian Pemanfaatan Data Google Maps dalam Official Statistics (Studi Kasus: Usaha Sektor Penyedia Makan Minum di Pulau Jawa dan Bali) Seminar Nasional Official Statistics, 24 September 2020, Politeknik Statistika STIS, Indonesia
• Zulfa Hidayah Satria Putri, Wahyuni Andriana Sofa, Muhammad Luqman, Setia Pramana 2020 Fenomena Bisnis Penjualan Properti Rumah Di Jawa Barat Pada Masa COVID-19 Seminar Nasional Statistika IX (SNS IX), 22 November 2020, Universitas Padjadjaran, Indonesia
• Farakh Khoirotun Nasida, Setia Pramana 2019 Analisis Faktor-faktor yang Memengaruhi Ketahanan Interval Kelahiran Anak Pertama (A Case Study in Papua 2017) Seminar Nasional Official Statistics, 24 September 2019, Politeknik Statistika STIS, Indonesia
• Mieke Nurmalasari, Linta Ifada, Setia Pramana 2019 Faktor-faktor yang Mempengaruhi Angka Kematian Balita di Provinsi Papua (Analisis Survei Penduduk Antar Sensus tahun 2015) Seminar Nasional Official Statistics, 24 September 2019, Politeknik Statistika STIS, Indonesia
• Ana Lailatul Fitriyani, Setia Pramana 2022 Dampak Pandemi COVID-19 Terhadap Kebutuhan Pekerjaan di Sektor Kesehatan Indonesian of Health Information Management Journal (INOHIM)/Universitas Esa Unggul
• Fitri Khairani, Anang Kurnia, Muhammad Nur Aidi, Setia Pramana 2022 Predictions of Indonesia economic phenomena based on online news using Random Forest jurnal dan penelitian teknik informatika/Kemendikbud RI
• Hady Suryono, Arif Handoyo Marsuhandi, Setia Pramana 2022 Klasifikasi Tutupan Lahan Berdasarkan Random Forest Algorithm Menggunakan Cloud Computing Platform Jurnal Aplikasi Statistika & Komputasi Statistik/Unit Penelitian dan Pengabdian Kepada Masyarakat - Sekolah Tinggi Ilmu Statistik (UPPM-STIS)
• Dede Yoga Paramartha, Nensi Fitria Deli, Ana Lailatul Fitriyani, Setia Pramana 2021 Tourism Resilience Process During Pandemic with Big Data Insight Jurnal Ekonomi Indonesia/Ikatan Sarjana Ekonomi Indonesia
• Charvia Ismi Zahrani, Setia Pramana 2021 Analisis Perkembangan Kasus COVID-19 Berkaitan dengan Kebijakan Pemerintah di Pulau Jawa Indonesian of Health Information Management Journal (INOHIM)/Universitas Esa Unggul
• Fajar Fathur Rachman, Setia Pramana 2021 Analisis Sentimen Pro dan Kontra Masyarakat Indonesia tentang Vaksin COVID-19 pada Media Sosial Twitter Indonesian of Health Information Management Journal (INOHIM)/Universitas Esa Unggul
• Setia Pramana 2021 Data Science to AI, ABDI - Big Data untuk Pariwisata Perkumpulan Basis Data Indonesia
• Setia Pramana, Dhiar Niken Larasati, Maulana Faris 2021 Kajian Big data sinyal pemulihan Indonesia dari pandemi Covid-19 - Optimisme Kebangkitan Ekonomi di Tengah Pandemi Badan Pusat Statistik Republik Indonesia
• Setia Pramana, QB Kwong, HY Heng, N Hassim, AL Ong 2017 Exome Sequencing, Book Chapter of Bioinformatics: A Practical Handbook of Next Generation Sequencing and Its Applications World Scientific Singapore
• Ewoud De Troyer, Martin Otava, Jitao David Zhang, Setia Pramana, Tatsiana Khamiakova, Sebastian Kaiser, Martin Sill, Aedin Culhane, Daniel Gusenleitner, Pierre Gestraud, Gabor Csardi, Mengsteab Aregay, Sepp Hochreiter, Gunter Klambauer, Djork-Arne Clevert, Tobias Verbeke, Nolen Joy Perualila, Adetayo Kasim, Ziv Shkedy 2016 Applied Biclustering Methods for Big and High-Dimensional Data Using R - The BiclustGUI Shiny App Taylor and Francis Ltd.
• Adetayo Kasim, Setia Pramana, Ziv Shkedy 2016 Applied Biclustering Methods for Big and High-Dimensional Data Using R - Spectral Biclustering Taylor and Francis Ltd.

Projek Penelitian Berjalan

• Big Data Analysis and Development for Official Statistics
• Big Data Analytics for Healthcare
• Data Revolution for SDGs Monitoring

Riwayat Pendidikan

• S1, Universitas Brawijaya, Statistika, 1999
• S2, Hasselt Diepenbeek University, Applied Statistics, 2006
• S3, Hasselt Diepenbeek University, Biostatistics, 2007
• S3, Hasselt Diepenbeek University, Mathematics, Statistical Bioinformatics, 2011

Mata Kuliah yang Diampu atau Pernah Diampu

• Data Mining
• Komputasi Statistik
• Analisis Ketahanan Hidup
• Teknik Analisis dan Simulasi Data
• Analisis Peubah Ganda
• Metode Penelitian Komputasi
• Metode Penelitian
• Analisis Peubah Ganda
• Bioinformatics, Biostatistics

Riwayat Pekerjaan

• Research Assistant, Hasselt University, Belgium, 2007-2011
• Postdoc Researcher, Karolinska Institutet, Stockholm, Sweden 2011-2014
• Deputy Director, Statistical Modeling Development, BPS Statistics Indonesia, 2019-2022

Sertifikat Profesi / Kompetensi

• Big Data Analytics TUV Rheinland

Keanggotaan Organisasi Profesi

• Masyarakat Biodiversity dan Bioinformatika Indonesia(pengurus)
• Ikatan Ilmuan Indonesia (pengurus)
• Ikatan Statistisi Indonesia (ISI)

Penghargaan, Beasiswa, Hibah Pribadi