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Hizir - FSD Universitas Syiah Kuala

Prof. Dr. Hizir

Tentang Saya (About Me)

Prof. Dr. Hizir Sofyan is the Head of Graduate School of Universitas Syiah Kuala, Banda Aceh, Indonesia. He is a professor at Statistics Department, Universitas Syiah Kuala. He is also a chair person of International Statistical Institute (ISI) Outreach Committee on South East Asia. He obtained his B.Sc in Statistics from Sepuluh Nopember Institute of Technology Surabaya, Indonesia in 1992 and his doctoral degree at the Institute of Statistics and Econometrics, School of Business and Economics, Humboldt-Universitat zu Berlin, Germany in 2003. His supervisors were Prof. Wolfgang Haerdle (Statistics Department, Humboldt Universitaet zu Berlin) and Prof. Oliver Guenther (President of Potsdam University).

His Publications can be accessed from Google Scholar





email hizir@unsyiah.ac.id
www http://math.unsyiah.ac.id/ind/hizir/
idGaruda idThomson idScopus idGoogleScholar

Publikasi (Publications)

Jurnal (Journals)

Ratiranjan Jena, Biswajeet Pradhan, Ghassan Beydoun, Abdullah Al-Amri, Hizir Sofyan, 2020, Seismic Hazard and Risk Assessment: a Review of State-of-the-Art Traditional and GIS Models, Arabian Journal of Geosciences, 13(2), 50, 18667538, 18667511.

Ratiranjan Jena, Biswajeet Pradhan, Ghassan Beydoun, N Nizamuddin, A Ardiansyah, Hizir Sofyan, Muzailin Affan, 2020, Integrated Model for Earthquake Risk Assessment using Neural Network and Analytic Hierarchy Process: Aceh Province, Indonesia, Geoscience Frontiers, 11(2), 613-634, 16749871.

Marthoenis Marthoenis, Maimun Syukri, Abdullah Abdullah, Teuku M Reza Tandi, Nadisyah Putra, Hasna Laura, Arie Setiawan, Hizir Sofyan, Meryam Schouler-Ocak, 2020, Quality of Life, Depression, and Anxiety of Patients Undergoing Hemodialysis: Significant Role of Acceptance of the Illness, International Journal of Psychiatry in Medicine, 009121, 0091217420913382, 15413527, 00912174.

Mukhlis Yunus, Em Yusuf Iis, Muhammad Adam, Hizir Sofyan, 2020, Does Motivation Mediate the Effects of Employee Staff Empowerment, Talent, Working Environment, and Career Development on Staff Performance?, Quality-Access to Success, 21(175, 91-96, 15822559.

Hizir Sofyan, M. Shabri Abd. Majid, Moh. Rizky Rahmanda, 2019, Modelling Dynamic Causalities between the Indonesian Rupiah and Forex Markets of ASEAN, Japan and Europe, Contemporary Economics, 13(1), 35-48, 2300-8814, 2084-0845.

Syamsul Rizal, Taufiq Iskandar, Muhammad, Yudi Haditiar, Yopi Ilhamsyah, Ichsan Setiawan, Hizir Sofyan, 2019, Numerical Study of the Internal Wave Behaviour in the Vertical Ocean Slice Model, Journal of Engineering Science and Technology, 15(4), 2836-2846, 18234690.

Marthoenis Marthoenis, Adnani Ilyas, Hizir Sofyan, Meryam Schouler-Ocak, 2019, Prevalence, Comorbidity and Predictors of Post-traumatic Stress Disorder, Depression, and Anxiety in Adolescents Following an Earthquake, Asian Journal of Psychiatry, 43, 154-159, 18762018.

Till Seuring, Marthoenis, Sabrina Rhode, Lisa Rogge, Holger Rau, Stéphane Besançon, Hendra Zufry, Hizir Sofyan and Sebastian Vollmer, 2019, Using Peer Education to Improve Diabetes Management and Outcomes in a Low-income Setting: a Randomized Controlled Trial, Trials, 20(1), 548, 17456215.

Farah Diba, Ichsan Ichsan, Muhsin Muhsin, Marthoenis Marthoenis, Hizir Sofyan, Mohammad Andalas, Ida Monfared, Katharina Richert, Lennart Kaplan, Lisa Rogge, Siobhan Doria, Samadi Samadi, Sebastian Vollmer, 2019, Healthcare Providers’ Perception of the Referral System in Maternal Care Facilities in Aceh, Indonesia: a Cross-sectional Study, BMJ Open, 9(12), 1-8, 20446055.

Uliyatul Usnul, Rahmah Johar, Hizir Sofyan, 2019, Potential Effect of PISA Equivalent Mathematical Reasoning Abilities Questions Using The Context of Aceh’s Traditional Houses For Junior High School Students, JRAMathEdu (Journal of Research and Advances in Mathematics Education), 4(2), 89-100, 2503-3697.

Sofyan Syahnur, Marwan Marwan, Said Munzir, Hizir Sofyan, Taufiq C Dawood,, 2019, Investigating Wage Bargaining Power, Wage Inequality and Industrial Structure in Indonesia, Economic Journal of Emerging Markets, 11(2), 161-172, 2502-180X.

Marthoenis, Inong Meutia, Hizir Sofyan, Meryam Schouler-Ocak, 2018, Exposure to Traumatic Events and PTSD in a Postconflict and Disaster-Prone Area, Journal of Loss and Trauma, 23(2), 128-139, 1532-5024(p), 1532-5032(e).

Darmadi, Mirna Rahmah Lubis, Hizir, Aula Chairunnisak, Bastian Arifin, 2018, Comparison of Palm Oil Mill Effluent Electrocoagulation by Using Fe-Fe and Al-Al Electrodes: Box-Behnken Design, ASEAN Journal of Chemical Engineering, 18(1), 30-34, 16554418.

M. Shabri Abd. Majid, Hizir Sofyan, Moh. Rizky Rahmanda, 2018, Dynamic Interdependence of the Indonesian Rupiah with the ASEAN and the World Largest Forex Markets, Jurnal Ekonomi Malaysia, 52(1), 59-68, 0126-1962.

Muhammad Nasir, Eva Arafah, Hizir Sofyan, 2018, The Efficiency of Manufacturing Sector: Empirical Evidence From Aceh Province Indonesia, Indonesian Journal of Business and Entrepreneurship (IJBE), 4(1), 55-63, 2407-5434.

H Arianti, Cut Morina Zubainur, Hizir, 2018, Students' ability to convert a situation into a mathematical model or diagram using problem solving approach, Journal of Physics: Conference Series, 1088, 1-6, 1742-6596.

Em Yusuf Iis, Mukhlis Yunus, Muhammad Adam, Hizir Sofyan, 2018, Antecedent Model of Empowerment and Performance of Aceh Government With Motivation as the Intervening Variable, Journal of Social Sciences Research, 2, 743-747, 2411-9458, 2413-6670.

Zulkarnain Jalil, Adi Rahwanto, Ismail, Hizir Sofyan, Erfan Handoko, 2018, The use of nano-silicon carbide and nickel as catalyst in magnesium hydrides (MgH2) for hydrogen storage material application, Materials Research Express, 5, 1-6, 2053-1591.

Marthoenis, Inong Meutia, Liza Fathiariani, Hizir Sofyan, 2018, Prevalence of depression and anxiety among college students living in a disaster-prone region, Alexandria Journal of Medicine, 54(4), 337-340, 2090-5068.

Cut Endang Kurniasih, Hizir Sofyan, Muhammad Nasir, Mohd Sadad Mahmud, Norfadzilah Rashid, Puspa Liza Ghazali, Asyraf Afthanorhan, 2018, Analysis of the Relationship between World Oil Price and Exchange Rate on Agricultural Commodity Prices in Indonesia, International Journal of Academic Research in Business and Social Sciences, 8(12), 561-576, 2222-6990.

Muhamad Safiih Lola, Nurul Hila Zainuddin, Mohd Noor Afiq Ramlee, Hizir Sofyan, 2017, Double Bootstrap Control Chart for Monitoring Sukuk Volatility at Bursa Malaysia, Jurnal Teknologi, 79(6), 149-157, 2180-3722.

Ikramuddin, Muhammad Adam, Hizir Sofyan, Faisal, 2017, The Relationship of Perceived Value, Service Quality, Brand Trust, and Brand Loyalty: A Literature Review, Expert Journal of Marketing, 5(2), 72-77, 2344-6773.

Muzailin Affan, Muhammad Syukri, Linda Wahyuna, Hizir Sofyan, 2016, Spatial Statistic Analysis of Earthquakes in Aceh Province Year 1921-2014: Cluster Seismicity, Aceh International Journal of Science and Technology, 5(2), 54-62, 2088-9860 (print), 2503-2348 (online).

Lia Rista, M. Ikhsan, Hizir, 2016, Meningkatkan Kreativitas Matematik dan Kepercayaan Diri Siswa melalui Pembelajaran Humanistik Berbasis Pendidikan Matematika Realistik, Jurnal Didaktik Matematika, 3(1), 2548-8546, 2355-4185.

Rita Zahara, Hizir, Hermansyah, 2015, Pendidikan Kesehatan Terhadap Peningkatan Pengetahuan Keluarga Penderita Skizofrenia dengan Perilaku Kekerasan, Jurnal Ilmu Keperawatan, 3(2), 134-146, 2338-6371.

Subianto, M. and Hizir Sofyan, 2010, Interactive Statistics Learning with RWikiStat, 2010 International Conference on Networking and Information Technology (ICNIT 2010), -, 557-559, 978-1-4244-7578-0.

Marzuki, Hizir Sofyan dan Asep Rusyana, 2010, Pendugaan Selang Kepercayaan Persentil Bootstrap Nonparametrik untuk Parameter Regresi, Jurnal Statistika, 10(1), 13-23, 1411-5891.

Hizir Sofyan, Muzailin Affan, Khaled Bawahidi, 2007, The Application of Fuzzy Clustering to Satellite Images Data, Statistical Methods for Biostatistics and Related Fields, -, 357-366, -.

Hizir Sofyan, Noer Azam Achsani, 2004, MM*INDO : Interactive Statistics Learning In Indonesian Language, STATISTIKA: Forum Teori dan Aplikasi Statistika, 4, -, 1411-5891.

Hizir Sofyan, Jianqiu Wang, 2003, Customer Data Mining with Clustering, 18th International Workshop on Statistical Modelling, -, 409, 90-807934-1-8.

Schulz, R., Sofyan, H., Werwatz, A. und Witzel, R, 2003, Online Prediction of Berlin Single-Family House Prices, Computational Statistics, 18, 449-462, 0943-4062.

Wolfgang HARDLE, Hizir SOFYAN, Rainer SCHULZ, Axel WERWATZ, Rodrigo WITZEL, 2002, MD* Immo: Online-Preisprognose fur Berliner Einfamilienhauser, Humboldt Spektrum, 9, 60-61, 0946-641X.

Gokhan Aydinli, Wolfgang Hardle, Torsten Kleinow, Hizir Sofyan, 2002, MD*ReX: Linking XploRe to Standard Spread-sheet Applications, Computational Statistics, Vol. 1, -, 0943-4062.

Sofyan, H., Werwatz, A, 2001, Analyzing XploRe Download Profiles with Intelligent Miner, Computational Statistics, 16, 465-479, 0943-4062.

Klamelo, J., Klinke, S., Sofyan, H, 2000, Classification and Regression Trees, XploRe Application Guide, Vol. 4, 281-304, -.

Prosiding (Proceedings)

Hizir Sofyan, Elfayani Elfayani, Azalya Rahmatika*, Marzuki Marzuki, Irvanizam Irvanizam, 2022, Applying Fuzzy Decision Tree Method for Hypertension Classification in Adolescent, Digital Transformation and the New Normal, International Conference on Intelligent and Fuzzy Systems INFUS 2022: Intelligent and Fuzzy Systems, Izmir, Turkey, 19-21 Juli 2022, Cham, Switzerland, Springer, 360-368, 2367-3370, 2367-3389, 978-3-031-09172-8.

Hizir Sofyan*, I. Irwandi, Wiwit Artika, Rini Oktavia, Zainal Arifin Lubis, Intan Mulia Sari, 2021, The Integration of STEMC in Indonesia: Current Status and Future Prospects, The 2nd SEA-STEM International Conference, 2021 2nd SEA-STEM International Conference (SEA-STEM), Hat Yai, Thailand, 24-25 November 2021, New Jersey, USA, IEEE, 177-180, 978-1-6654-1680-1, 978-1-6654-0000-8.

Nizamuddin, R P F Afidh, Ardiansyah, H Sofyan, N Anisah, 2020, Spatial Analysis for Calculating Closest Distance of Operators\' Location to Base Transceiver Station (BTS) in Banda Aceh City, Tema, The 9th AIC 2019 on Sciences & Engineering (9thAIC-SE), Banda Aceh, Indonesia, 18-20 September 2019, Bristol BS1 6HG, United Kingdom, IOP Publishing Ltd, , 1757-899X.

Muzailin Affan, Nur Fadli, Jufriadi, Nazaruddin, Hizir Sofyan, Nizamuddin, Marzuki, Diana Sapha A.H., 2019, Assessment of Mangrove Forest Damage and Its Recovery in Banda Aceh City Post-tsunami Disaster, Serve as a Catalyst for Strengthening International Cooperation on the Transfer of Knowledge, 2nd ICFAES 2019 International Conference on Fisheries, Aquatic and Environmental Sciences 2019 In Conjunctions with The 6th ASI 2019 Annual Conference of The Asian Society of Ichthyologist 2019, Banda Aceh, Indonesia, 19-20 June 2019, Bristol BS1 6HG, United Kingdom, IOP Publishing Ltd, 0, 1755-1315.

Badaruddin, Nasir, Hizir Sofyan, Hasan Basri, 2019, Role of Memorability Phase Strategy as a Mediating Variable in Forming Loyalty of Tourists in Aceh, -, the 1st Aceh Global Conference (AGC 2018), , , , Atlantis Press, 0, 978-94-6252-644-0, 2352-5398.

Zurnila Marli Kesuma, Hizir, Latifah Rahayu, Farazilla Umaira, 2019, Spatial Distribution of Anemia Among Adolescents In Banda Aceh, Indonesia, -, 1st South Aceh International Conference on Engineering and Technology, Tapaktuan, Aceh Selatan, Indonesia, 8-9 Desember 2018, , IOP Publishing Ltd, 0, 1757-899X.

Jumila, Hizir Sofyan, Latifah Rahayu, 2019, Estimation of return period of the destructive earthquake in Aceh using the maximum likelihood method, -, AIWEST-DR 2018, Banda Aceh, Indonesia, 10-12 Desember 2018, , IOP Publishing Ltd, , 1755-1315.

H Sofyan, L Rahayu, E Lusiani, 2019, Spatial Autocorrelation of Earthquake Magnitudes in Tripa Fault, Aceh Province, Indonesia, Tema, Journal : IOP Conference Series: Earth and Environmental Science, Banda Aceh, Indonesia, 18-20 Oktober 2018, Bristol BS1 6HG, United Kingdom, IOP Publishing Ltd, 0, 1755-1315.

Nizamuddin, Ardiansyah, H Sofyan, Muzailin, WA Aldika, 2019, Utilizing Web based GIS Services for Retrieving and Disseminating Geographic Information for Disaster Management, Tema, The 3rd International Conference on Natural and Environmental Sciences 2019, Banda Aceh, Indonesia, 26-27 Juli 2019, Bristol BS1 6HG, United Kingdom, IOP Publishing Ltd, 0, 1755-1315.

Aula Chairunnisak, Bastian Arifin, Hizir Sofyan, Mirna Rahmah Lubis, Darmadi, 2018, Comparative Study on the Removal of COD from POME by Electrocoagulation and Electro-Fenton Methods: Process Optimization, Strengthening Chemical Engineering Education, Research, and Innovation for Sustainable Development, The 3rd International Conference on Chemical Engineering Sciences and Applications 2017 (3rd ICChESA 2017), Banda Aceh, Indonesia, 20-21 September 2017, Bristol, United Kingdom, IOP Publishing Ltd, 0, 1757-899X.

Chesilia Amora Jofipasi, Miftahuddin, Hizir, 2018, Selection for the Best ETS (Error, Trend, Seasonal) Model to Forecast Weather in The Aceh Besar District, -, The 7th AIC-ICMR on Sciences and Engineering, Banda Aceh, Indonesia, 18-20 Oktober 2017, , IOP Publishing Ltd, 0, 1757-899X.

Desi Aria Mustika, Anwar, Hizir, 2018, Mathematical Understanding and Student Self-Efficacy through Quantum Teaching Learning Models in Integral Materials, -, AICS-Social Sciences, Banda Aceh, Indonesia, 12-14 September 2018, Banda Aceh, Indonesia, Syiah Kuala University Press, , 2345-6789.

Irvanizam, Intan Syahrini, Razief Perucha Fauzie Afidh, Muhammad Reki Andika, Hizir Sofyan, 2018, Applying Fuzzy Multiple-Attribute Decision Making Based on Set-pair Analysis with Triangular Fuzzy Number for Decent Homes Distribution Problem, -, 2018 6th International Conference on Cyber and IT Service Management (CITSM), Medan, Indonesia, 7-9 Agustus 2018, , IEEE, 0, 978-1-5386-5435-4.

N Fadli, Z A Muchlisin, Hizir Sofyan, S A El-Rahimi, I Dewiyanti, F O Pratama, T R Mustari, M N Siti-Azizah, 2018, The composition of reef-associated fishes in Ulee Lheue breakwater Banda Aceh, Aceh, Indonesia, -, The International Conference on Fisheries, Aquatic, and Environmental Sciences (ICFAES 2018), Banda Aceh, Indonesia, 26-27 September 2018, , IOP Publishing Ltd, 0, 1755-1315.

Syaifuddin Yana, A. Rahman Lubis, Faisal, Hizir Sofyan, 2018, The Examination Model of Aceh Commodity Export Firms’ Performance, -, Malikussaleh International Conference on Multidisciplinary Studies (MICoMS 2017), Lhokseumawe, Indonesia, -, , Emerald Publishing Limited, 0, 978-1-78756-793-1, 2516-2853.

Nizamuddin, Hizir, Ardiansyah, D Pertiwi, P Handayani, 2017, Development of Web GIS for Information of Renewable Energy in Aceh Province after Rehabilitation and Reconstruction Process, Entering the Second Decade of the 2004 Indian Ocean Tsunami: Are We Better Prepared?, 10th Aceh International Workshop and Expo on Sustainable Tsunami Disaster Recovery (AIWEST-DR 2016), Banda Aceh, Indonesia, 22-24 November 2016, Bristol, United Kingdom, IOP Publishing Ltd, 0, 1755-1315.

Fahmi, Hizir Sofyan, 2017, Forecasting Household Electricity Consumption in the Province of Aceh Using Combination Time Series Model, -, 2017 International Conference on Electrical Engineering and Informatics (ICELTICs 2017), Banda Aceh, Indonesia, 18-20 Oktober 2017, , IEEE, 0, 978-1-5386-2934-5.

Hizir Soryan, Erni Lusiani, Asep Rusyana, Marzuki, 2017, Penggunaan Metode FIS Mamdani dalam Memperkirakan Terjadinya Gelombang Tsunami Akibat Gempa Bumi, Peran Sains, Teknologi, dan Pendidikan MIPA dalam Menopang Sains Park, Teknopark, serta Geopark Berbasis Agroindustri dan Lingkunga, Semirata 2017 Bidang MIPA BKS-PTN Wilayah Barat, Jambi, Indonesia, 12-14 Mei 2017, Jambi, Indonesia, FKIP Universitas Jambi, , 0, 978-602-50593-0-8.

Zurnila Marli Kesuma, Hizir Sofyan, Widia Lestari, Rachmalia, 2016, Fuzzy Logic Application for Tuberculosis Prognosis Level, -, 2016 12th International Conference on Mathematics, Statistics, and Their Applications (ICMSA), Banda Aceh, Indonesia, 4-6 Oktober 2016, Banda Aceh, Indonesia, Syiah Kuala University Press, , 978-1-5090-3385-0.

Iskandar Abdul Samad, Hizir, Usman Kasim, Siti Sarah Fitriani, Faisal Mustafa, 2016, Resep Unggulan Peningkatan Nilai TOEFL, Prosiding Seminar Nasional Pengembangan Pendidikan Tinggi SNPPT II Tahun 2016, Seminar Nasional Pengembangan Pendidikan Tinggi SNPPT II Tahun 2016, Padang, Indonesia, 25 Oktober 2016, Padang, Indonesia, LPTIK Universitas Andalas, , 978-602-60613-0-0.

Novi Reandy Sasmita, Hizir Sofyan, Muhammad Subianto, 2012, Perbandingan Metode Fuzzy C-Means (FCM) dan Fuzzy C-Shell (FCS) menggunakan Data Citra Satelit Quickbird (Studi Kasus Daerah Peukan Bada, Aceh Besar), Seminar dan Rapat Tahunan (Semirata) Bidang Ilmu MIPA Badan Kerjasama Perguruan Tinggi Negeri Wilayah Barat (BKS-PTN B) Tahun 2012, Seminar dan Rapat Tahunan (Semirata) Bidang Ilmu MIPA Badan Kerjasama Perguruan Tinggi Negeri Wilayah Barat (BKS-PTN B) Tahun 2012, Medan, Indonesia, 11-12 Mei 2012, Medan, Indonesia, Universitas Negeri Medan, , 978-602-9115-22-2.

Marzuki, Hizir Sofyan, 2012, The Mean Difference of Two Populations: Compare between Cluster Analysis and Propensity Score, The 26th Symposium of Japanese Society of Computational Statistics with 2012 The Asian Regional Section of the International Association for Statistical Computing (IASC-ARS), The 26th Symposium of Japanese Society of Computational Statistics with 2012 The Asian Regional Section of the International Association for Statistical Computing (IASC-ARS), Tokyo, Jepang, 1-2 November 2012, Tokyo, Jepang, Japanese Society of Computational Statistics, , -.

Hizir Sofyan, Edi Muttaqin, Muhammad Subianto, 2012, RWikiStat 2.0 : a Web Based Statistical Learning System, -, The 26th Symposium of Japanese Society of Computational Statistics with 2012 The Asian Regional Section of the International Association for Statistical Computing (IASC-ARS), Tokyo, Jepang, November 1-2, 2012, Tokyo, Jepang, Japanese Society of Computational Statistics, , -.

Marzuki, Hizir Sofyan, 2011, Pendugaan Parameter Regresi dengan Bootstrap Residual untuk Jumlah Sampel yang Bervariasi, Prosiding Seminar Nasional Bidang Ilmu MIPA (Semirata BKS-PTN B) 2011, Seminar dan Rapat Tahunan Bidang Ilmu MIPA (Semirata BKS-PTN B) 2011, Banjarmasin, Indonesia, 9-10 Mei 2011, Banjarmasin, Indonesia, Universitas Lambung Mangkurat, , 978-6-0298-9161-4.

Hizir Sofyan, Muhammad Subianto, 2010, The Development of Interactive Statistical Learning with R Software, The 4th IMT-GT International Conference on Mathematics, The 4th IMT-GT International Conference on Mathematics, Banda Aceh, 9-11 Juni 2008, Banda Aceh, -, , -.

Marzuki, Hizir Sofyan, Asep Rusyana, 2010, Teknik Persentil Bootstrap Nonparametrik dalam Menduga Selang Kepercayaan Parameter Regresi Berganda dengan Data Bangkitan, Seminar dan Rapat Tahunan Bidang Ilmu MIPA PTN Wilayah Barat ke-23 Tahun 2010, Seminar dan Rapat Tahunan Bidang Ilmu MIPA PTN Wilayah Barat ke-23 Tahun 2010, Pekanbaru, -, Pekanbaru, -, , 978-979-1222-95-2.

Penghargaan (Awards)

02-09-2009, Ketua Prodi Berprestasi I, Universitas Syiah Kuala, Banda Aceh, Indonesia.

27-03-2015, 25 Years DAAD Jakarta Award 2015, Deutscher Akademischer Austauschdienst (DAAD) Indonesia, Jakarta, Indonesia.

10-11-2017, Satyalancana Karya Satya XX Tahun, Presiden Republik Indonesia, Universitas Syiah Kuala, Indonesia.

24-10-2018, Indonesia Education Leadership Awards 2018, World CSR Day and World Sustainability, Sheraton Grand Jkt Gandaria City Hotel, Indonesia, India.