Dr. Miftahuddin, S.Si, M.Si

Tentang Saya (About Me)

Education Background: Miftahuddin completing undergraduate education at the University of Hasanuddin, South Sulawesi; Bandung Institute of Technology Master's degree, West Java and Doctorate in UoE, Cholcester, United Kingdom. Working Experience: Currently working as a lecturer, researcher, and entrepreneur at Statistics Studies Program, Department of Statistics, Faculty of Mathematics and Science, University of Syiah Kuala, Banda Aceh. Areas of expertise are Statistical Modeling, Machine Learning, Data Analysis, Big Data, Data Sciences, Time Series and Regression Analysis, Semiparametrics Models, Stochastic Process, and Geostatistics (Time-Spatial). His supervisor was Professor Berthold Lausen (Head of Department of Mathematical Sciences, UoE- United Kingdom). Currently,



1. Head of Deparment of Statistics, Faculty of Mathematics and Sciences



2. Chairman of the Peer Group: Business and Industrial.



3. Vice Director of International Office of Syiah Kuala University



4. PKM supervision for students.



Subjects for odd semester: Introduction to Financial Analysis, Introduction to Linear Models, Introduction to Semiparametrics Models, Time Series II Analysis, Lifetime and Reliability Analysis, Meta Analisis, Data Analysis, Actuaria, and Biometrics.



Subjects for even semester: Introduction to Statistics, Business and Profession, Entrepreneurships, Stochastic Process, Linear Models, Survival Analysis, and Statistical Modelling.



 































 



 















 



 



 



 

 



email miftah[at]unsyiah.ac.id
www http://oia.unsyiah.ac.id/
idScopus idGoogleScholar

Publikasi (Publications)

Jurnal (Journals)

Zardad Khan, Asma Gul, Aris Perperoglou, Miftahuddin Miftahuddin, Osama Mahmoud, Werner Adler, Berthold Lausen, 2016, An Ensemble of Optimal Trees for Classification and Regression (OTE), ESRC Business and Local Government Data, Pattern Recognition Journal, , 1-25, ISSN 0031-3203, Elsevier .

Gul, A., Perperoglou, A., Khan, Z., Mahmoud, O., Miftahuddin, M., Adler, W., Lausen, B., 2016, Ensemble of a subset of kNN classifiers, Advances in Data Analysis and Classification (ADAC), Springer, Online, 1-14, Print ISSN 1862-5347.

Asma Gul, Zardad Khan, Aris Perperoglou, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen, 2016, Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation, Springer International Publishing, , 411-421, ISBN: 978-3-319-25224-7.

Miftahuddin Miftahuddin, 2016, Fundamental fitting of the SST data using linear regression models, IEEE , , 128 - 133, ISBN: 978-1-5090-3385-0.

Zardad Khan, Asma Gul, Osama Mahmoud, Miftahuddin Miftahuddin, Aris Perperoglou,Werner Adler, and Berthold Lausen, 2015, An Ensemble of Optimal Trees for Class Membership Probability Estimation, Analysis of Large and Complex Data, Springer-Verlag, 51, 395-409, ISBN: 978-3-319-25224-7.

Asma Gul, Aris Perperoglou, Zardad Khan, Osama Mahmoud, Werner Adler, Miftahuddin Miftahuddin, and Berthold Lausen, 2015, Package ESKNN: Ensemble of Subset of K-Nearest Neighbours Classifiers for Classification and Class Membership Probability Estimation, The R Journal , Vol. 7, pp 302, ISSN: 2073-4859.

Khan, Z., Gul, A., Perperoglou, A., Mahmoud, O., Adler, W., Miftahuddin, M., and Lausen, B, 2015, Package OTE: Optimal Trees Ensembles for Regression, Classification and Class Membership Probability Estimation, R package, ver 1., pp 1-12, .

Gul A, Perperoglou A, Khan Z, Mahmoud O, Adler W, Miftahuddin M, Lausen B, 2015, ESKNN: Ensemble of Subset of K-Nearest Neighbours Classifiers for Classification and Class Membership Probability Estimation, R package, ver 1., pp 1-12, .

Miftahuddin, Ria Andriani, Ichsan Setiawan, dan Adi Mulsandi, 2014, Penerapan Analisis Korelasi Kanonik pada Kajian Enso dalam Identifikasi Hubungan Fitur Iklim, Jurnal Natur Indonesia, 15, 36-44, ISSN: 1410-9379.

Miftahuddin, M Subianto, Zumaidar, 2012, Analisis Produktivitas Tumbuhan Buah Melalui Feature Selection, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 8, 103-120, ISSN: 1858-1382.

Miftahuddin, 2011, Analisa Karakteristik Rumah Tangga Miskin dengan Metode Regresi Logistik Terbaik, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 7, pp. 139-152, ISSN: 1858-1382. Januari 2011.

Miftahuddin, 2010, Analisis Unsur-unsur Cuaca dan Iklim melalui Uji Mann-Kendall Multivariat, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 7, pp. 47-59, ISSN: 1858-1382.

Miftahuddin, 2009, Analisis Sensitivitas pada Pertumbuhan Penduduk Nanggroe Aceh Darussalam Dengan Metode Life Table, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 6, 1-15, ISSN: 1858-1382.

Miftahuddin, 2009, Analisis Kaitan (Alpha) dengan Toleransi Nilai Opsi Harga Saham, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 6, 127-135, ISSN: 1858-1382.

Miftahuddin, Fitriana A.R., Rita N, 2008, Korelasi Antara Validitas Pada Evaluasi Yang Digunakan Dalam Menilai Hasil Belajar Siswa Dengan Hasil Kegiatan MGMP Matematika Di Kabupaten Pidie, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 4, pp 41-55, ISSN: 1858-1382.

Miftahuddin, 2008, Analisis Inflasi Melalui Vektor Autoregresi Berganda (VAB) dengan Lima Variabel Informasi, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 5, 51-66, ISSN: 1858-1382.

Miftahuddin, 2007, Kajian ENSO dalam Regresi Linier Berganda, AR(1), dan RM 2-State, Jurnal Natural FMIPA Universitas Syiah Kuala, Aceh, Vol.7 , pp 26-35, ISSN 1141-8513.

Miftahuddin, 2006, Wavelet Morlet dalam Estimasi ENSO, Jurnal Natural FMIPA Universitas Syiah Kuala, Aceh, Vol.6 , pp 27-33, ISSN: 1141-8513.

Prosiding (Proceedings)

Asriliyani Nur Islami Yaturahmah, Zurnila Marli Kesuma, and Miftahuddin, 2017, Characteristics Identification for Adolescent’s Menstruation Disorder in Banda Aceh, Advancing Knowledge, Research, and Technology for Humanity, The 7th AIC-ICMR on Health and Life Sciences 2017 , Syiah Kuala University, October, 18-20 2017, Banda Aceh, Indonesia, Syiah Kuala University, 0, ISSN: 2089-208X.

Putri Atikah, Maisarah Defadz, Siti Husna F., Miftahuddin, 2017, Analisis Personal Financial Literacy Mahasiswa Dalam Meramalkan Jumlah Pengeluaran Menggunakan Metode Exponential Smoothing dan P-Spline Filter Smoothing (Studi Kasus : Universitas Syiah Kuala, Banda Aceh), Peran Sains, Teknologi, dan Pendidikan MIPA dalam Menopang Sains Park, Teknopark, serta Geopark Berbasis Agroindustri dan Lingkungan, SEMINAR DAN RAPAT TAHUNAN (SEMIRATA) BKS-PTN BARAT BIDANG MIPA KE 23 tahun 2017, Universitas Jambi, 12-14 Mei 2017, Jambi, FKIP dan FST Universitas Jambi, , p 95-104, ISBN: 978-602-50593-0-8.

Reza A, Miftahuddin, 2017, Application of Fourier Smoothing Basis for Modelling Sea Surface Temperature , Peran Sains, Teknologi, dan Pendidikan MIPA dalam Menopang Sains Park, Teknopark, serta Geopark Berbasis Agroindustri dan Lingkungan, SEMINAR DAN RAPAT TAHUNAN (SEMIRATA) BKS-PTN BARAT BIDANG MIPA KE 23 tahun 2017, Jambi, 12-14 Mei 2017, Jambi, FKIP dan FST Universitas Jambi, 0, p 124-133: ISBN 978-602-50593-0-8.

Miftahuddin, 2017, Assessment of Sea Surface Temperature in the Indian Ocean using Generalized Additive Models, Peran Sains, Teknologi, dan Pendidikan MIPA dalam Menopang Sains Park, Teknopark, serta Geopark Berbasis Agroindustri dan Lingkungan, SEMINAR DAN RAPAT TAHUNAN (SEMIRATA) BKS-PTN BARAT BIDANG MIPA KE 23 tahun 2017, Jambi, 12-14 Mei 2017, Jambi, FKIP dan FST Universitas Jambi, 0, p 225-237, ISBN: 978-602-50593-0-8.

Shafia Ananda, Reza Ariska, Rifa Atul Humaira, Miftahuddin, 2017, Pemodelan Suhu Permukaan Laut Menggunakan Generalized Additive Models Dalam Efek Waktu, Peran Sains, Teknologi, dan Pendidikan MIPA dalam Menopang Sains Park, Teknopark, serta Geopark Berbasis Agroindustri dan Lingkungan, SEMINAR DAN RAPAT TAHUNAN (SEMIRATA) BKS-PTN BARAT BIDANG MIPA KE 23 tahun 2017, Jambi, 12-14 Mei 2017, Jambi, FKIP dan FST Universitas Jambi, 0, p 325-336, ISBN: 978-602-50593-0-8.

Isra Safriana, Ida Fajri, Miftahuddin, 2017, Penerapan Generalized Additive Models (GAM) terhadap Data Produksi Padi di Indonesia, Peran Sains, Teknologi, dan Pendidikan MIPA dalam Menopang Sains Park, Teknopark, serta Geopark Berbasis Agroindustri dan Lingkungan, SEMINAR DAN RAPAT TAHUNAN (SEMIRATA) BKS-PTN BARAT BIDANG MIPA KE 23 tahun 2017, Jambi, 12-14 Mei 2017, Jambi, FKIP dan FST Universitas Jambi, 0, p 194-204, ISBN: 978-602-50593-0-8.

Eva Maulia, Rohani, Miftahuddin, 2017, Penerapan B-Spline pada Persentase Penduduk Miskin (Studi kasus: Provinsi Aceh), Peran Sains, Teknologi, dan Pendidikan MIPA dalam Menopang Sains Park, Teknopark, serta Geopark Berbasis Agroindustri dan Lingkungan, SEMINAR DAN RAPAT TAHUNAN (SEMIRATA) BKS-PTN BARAT BIDANG MIPA KE 23 tahun 2017, Jambi, 12-14 Mei 2017, Jambi, FKIP dan FST Universitas Jambi, 0, p 277-286, ISBN: 978-602-50593-0-8.

Miftahuddin, 2017, Modelling Sea SurfaceTemperature using Linear and Generalized Additive Models with Autocorrelation In the Indian Ocean, Better Insight for Healthy Ocean, The 2nd International Conference on Marine Sciences, Aston Bogor Hotel and Resort, Bogor Nirwana Residence, Indonesia, 6-7 September 2017, IPB Bogor, ITK FPIK-IPB, , IOP Science Publishing.

M Miftahuddin, Asma Gul, Zardad Khan, Benjamin Hofner, Andreas Mayr, and Berthold Lausen, 2017, Modelling sea surface temperature in time effects perspective, The Challenge of Data Science in the era of Big Data, IFCS 2017 The Conference of The International Federation of Classification Societies, Tokai University, Tokyo Japan, August, 8-10 2017, Tokai University, Tokyo Japan, IFCS 2017, 0, .

Keumala Andayani, Miftahuddin, 2017, Economic Base Determination and Influence Several Variables Against Contributions Percentage of the GDRP in Aceh Besar District, Advancing Knowledge, Research, and Technology for Humanity, The 7th AIC-ICMR on Sciences and Engineering 2017 , Syiah Kuala University , October, 18-20 2017, Banda Aceh, Indonesia, Syiah Kuala University, 0, ISSN: 2089-208X.

Chesilia Amora Jofipasi, Miftahuddin, Hizir Sofyan, 2017, Selection for the Best ETS (Error, Trend, Seasonal) Model to Forecast Weather in the Aceh Besar District, Advancing Knowledge, Research, and Technology for Humanity, The 7th AIC-ICMR on Sciences and Engineering 2017 , Syiah Kuala University , October, 18-20 2017, Banda Aceh, Indonesia, Syiah Kuala University, 0, ISSN: 2089-208X.

Miftahuddin, D Helida, H Sofyan, 2017, Periodicity analysis of tourist arrivals to Banda Aceh using smoothing SARIMA approach, Elevating the Power of Mathematics and Statistics, International Conference of Mathematics, Statistics and Its Applications (ICMSA 2017) , UUM Keudah Malaysia, 4-7 December 2017, Vol 1905:p 050042, AIP Publishing, , AIP Conference Proceedings.

Hizir Sofyan, Eva Maulia, Miftahuddin, 2017, Structure analysis of tax revenue and inflation rate in Banda Aceh using vector error correction model with multiple alpha, Elevating the Power of Mathematics and Statistics, International Conference of Mathematics, Statistics and Its Applications (ICMSA 2017) , UUM Keudah Malaysia, 4-7 December 2017, Sintok, Keudah Malaysia, AIP Publishing, , Vol 1905: p 050029.

Eva Maulia, Miftahuddin, Hizir Sofyan, 2017, Tax Revenue and Inflation Rate Predictions in Banda Aceh Using Vector Error Correction Model (VECM), Advancing Knowledge, Research, and Technology for Humanity, The 7th AIC-ICMR on Sciences and Engineering 2017 , Syiah Kuala University , October, 18-20 2017, Banda Aceh, Indonesia, Syiah Kuala University, , p 269-278, ISSN: 2089-208X.

Miftahuddin, 2016, Interaksi dalam Model Linier Fitting untuk Data SST, , Seminar Nasional Matematika dan Terapan 2016, USU Medan, 28-29 November, Medan, Sumatera Utara, Departement Matematika FMIPA USU, , in press.

Miftahuddin, 2016, Fundamental Fitting of the SST Data using Linear Regression Models, The 12th International Conference on Mathematics, Statistics and Their Applications, IMT-GT-ICMSA 2016, Syiah Kuala University, 4-6 October 2016, Banda Aceh, Syiah Kuala University, , p 128-133, ISBN: 978-1-5090-3385-0.

Miftahuddin, 2016, The Use of Linear and Generalized Additive Models to Assess the Time Effects for Sea Surface Temperature, Peran MIPA dalam Dalam Meningkatkan Daya Saing Bangsa Menghadapi Masyarakat Ekonami Asean (MEA), Proceedings of the Semirata PTN Barat Bidang Ilmu MIPA, Sriwijaya, 22-24 May, Palembang, UNSRI , 0, p. 732-741, ISBN 978-602-71798-1-3.

Adi Mulsandi dan Miftahuddin, 2014, Analisis Data Series Waktu Cuaca Menggunakan Emphirical Mode Decomposition (EMD), Aplikasi Matematika Dalam Pemodelan Gejala Alam dan Manajemen Bencana, Seminar Nasional Matematika, FAKULTAS TEKNOLOGI INFORMASI DAN SAINS, 20 September, Bandung, UNPAR , , Vol 9, ISSN: 1907-3909.

Gul A, Khan Z, Mahmoud O, Miftahuddin M, Adler W, Perperoglou A, Lausen B, 2014, Ensemble of k-nearest neighbour classifiers for class membership probability estimation, , 2nd European Conference on Data Analysis, Jacobs University, 2–5 July , Bremen, Germany, ECDA, , pp 109.

Khan Z, Gul A, Mahmoud O, Miftahuddin M, Perperoglou A, Adler W, Lausen B, 2014, An ensemble of optimal trees for class membership probability estimation, , 2nd European Conference on Data Analysis, Jacobs University, 2–5 July , Bremen, Germany, ECDA, , pp 50.

Jones, Daniel, Baeshen, Marwa, Miftahuddin, Miftahuddin, Poupakis, Stavros, and Lausen, Berthold, 2014, Experimental design for estimation of the recovery of deep-water megafaunal assemblages from hydrocarbon drilling disturbance in the Faroe-Shetland Channel, , 2nd European Conference on Data Analysis, Jacobs University, 2–5 July , Bremen, Germany, ECDA, , pp 80.

Miftahuddin, Marwa Baeshen, Adi Florea, Stavros Poupakis, Benjamin Hofner, Andreas Mayr, and Berthold Lausen, 2014, Modelling sea surface temperature in the Indian Ocean using gamboostLSS, , 2nd European Conference on Data Analysis, Jacobs University, 2–5 July , Bremen, Germany, ECDA, , pp 174.

Miftahuddin, Rahma Zuhra, 2010, Studi Lanjut ENSO melalui Pendekatan Proses Stokastik menggunakan Proses Markov Shot Noise, Melalui Matematika dan Terapannya menuju Universitas Berkelas Dunia, Seminar Nasional Matematika dan Terapan (SiManTap), FMIPA USU Medan, 29 November 2010, Medan, Sumatera Utara, CitaPustaka Media Perintis, , pp 143-159, ISBN: 978-602-8826-71-6.

Rahma Zuhra, Miftahuddin, 2010, Peramalan Pengaruh Unsur Iklim melalui Rantai Markov Waktu Kontinu Melalui 3 Keadaan: EL NINO, LA NINA dan NORMAL, Peran MIPA dalam Pemanfaatan Sumber Daya Alam untuk Meningkatkan Kualitas Hidup Manusia, SEMINAR DAN RAPAT TAHUNAN (SEMIRATA) BKS-PTN BARAT BIDANG MIPA KE.23, UNRI, RIAU, 10-11 Mei 2010, Pekanbaru, RIAU, PUSAT PENGEMBANGAN PENDIDIKAN UNIVERSITAS RIAU, , pp 152-160, ISBN: 978-979-1222-95-2.

Juwita dan Miftahuddin, 2010, Sistem Pendukung Keputusan Balance Scorecard Berbasis Web Untuk Pengukuran Kinerja Fakultas Matematika dan Ilmu Pengetahuan Alam (MIPA) Universitas Syiah Kuala, Melalui Matematika dan Terapannya menuju Universitas Berkelas Dunia, Seminar Nasional Matematika dan Terapan (SiManTap), USU Medan, 29 November 2010, Departemen Matematika FMIPA USU, pp 123-131, CitaPustaka Media Perintis, , ISBN: 978-602-8826-71-6.

Miftahuddin, 2010, Kajian Fenomena ENSO (El Nino Southern Oscillation) melalui Pendekatan Rantai Markov 3-State, Keindahan Matematika, Seminar Nasional Matematika (SNM), UI Depok Jakarta, 6 Februari 2010, Jakarta, Departement Matematika FMIPA UI, , pp 195-203, ISSN 1907-2562.

Miftahuddin, 2010, Kajian Potensi Tumbuhan Buah melalui Pendekatan Bioprospecting Ekonomi dengan Menggunakan Tabel Kategorik dan Regresi Logistik, Peran MIPA dalam Pemanfaatan Sumber Daya Alam untuk Meningkatkan Kualitas Hidup Manusia, SEMINAR DAN RAPAT TAHUNAN (SEMIRATA) BKS-PTN BARAT BIDANG MIPA KE.23, FMIPA UNRI, 10-11 Mei 2010, Pekanbaru, Riau , PUSAT PENGEMBANGAN PENDIDIKAN UNIVERSITAS RIAU, 0, pp 209-218, ISBN: 978-979-1222-95-2.

Hizir Sofyan, Miftahuddin, dan Muhammad Subianto, 2008, The Development of Interactive Statistical Learning with R Software, Understanding Natural Phenomenon with Mathematics, the 4th IMT-GT International Conference on Mathematics, Banda Aceh, 9-11 June, Banda Aceh, Indonesia, pp 211-215, Syiah Kuala University, , ISBN: 978-602-8199-11-7.

Miftahuddin dan Rahma Zuhra, 2007, Estimasi Cadangan suatu Mineral menggunakan Kriging dan Bagan Kontrol Statistik dengan Informasi Lubang Bor, Peranan penelitian dan pendidikan statistika dalam pengembangan IPTEK, Seminar Nasional Statistika, UNISBA Bandung, 24 Mei 2007, Bandung, Jurusan Statistika - Fakultas Matematika & llmu Pengetahuan Alam, , pp 333-344, ISBN: 978-979-16312-0-4.

Training/Diklat (Workshops)

06-11-2017, ToT Reviewer Program Kreativitas Mahasiswa (PKM) Tahun 2017, Universitas Syiah Kuala-BelmawaRistekdikti, Banda Aceh
27-09-2017, Leadership Training of Trainer (ToT) Accelerating Internationalization of Higher Education, UI-KUI, Jakarta
04-11-2016, European Union Funding Opportunities for Higher Education Workshop, DG EAC- European Union, Jakarta
19-09-2013, Induction Programme for Graduate Teaching Assistants, Learning and Development-UoE, United Kingdom
17-09-2012, Induction Programme for Graduate Teaching Assistants, Learning and Development-UoE, United Kingdom

Penghargaan (Awards)

21-07-2011, PIMNAS XXIV PKM-T, Direktorat Jenderal Pendidikan Tinggi, UNHAS- Makassar, Indonesia.

25-08-2017, PIMNAS ke 30 PKM-PSH, UMI Makassar-BelmawaRistekdikti, Makassar, Indonesia.

10-11-2017, Tanda Kehormatan Satyalancana Karya Satya X Tahun, Tahun 2017, Presiden RI, Banda Aceh, Indonesia.

30-08-2018, Academic Leader Berprestasi Tingkat Universitas Syiah Kuala, Universitas Syiah Kuala, Banda Aceh, Indonesia.