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 Sciences, Syiah Kuala University, 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, KBMI, CPBT, and PBBT supervision for students.



5. FORSTAT members for 2018-2020.



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 oia.unsyiah.ac.id, math.unsyiah.ac.id, stat.unsyiah.ac.id, forstat.or, sinta2.ristekdikti.go.id
idScopus idGoogleScholar

Publikasi (Publications)

Jurnal (Journals)

Miftahuddin Miftahuddin, Merianita Merianita, Budi Zulfachri, 2018, PERBANDINGAN PROYEKSI PENDUDUK ACEH MELALUI METODE DEKOMPOSISI KOMPOSIONAL DAN TREND LOGARITMIK, Jurnal Statistika Teori dan Aplikasi; Biomedics, Industry & Business And Social Statistics, Vol 12, 10-30, ISSN: 1907 6274.

Zumaidar and Miftahuddin, 2018, Species distribution of genus Salacca, Journal of Physics: Conf. Series 1116 (2018) 052083, 1116, 1-8, 052083.

Novira Iswani, Ichsan Setiawan, Miftahuddin Miftahuddin, 2018, Penerapan Neural Network Backpropagation dengan Transformasi Wavelet Morlet Data Rata-Rata Pasang Surut Air Laut Di Pantai Ulee Lheue, Journal of Data Analysis, Vol.1,, 83-92, 2623-2286.

Miftahuddin Miftahuddin, 2018, Perbandingan Model GAM dan Gamboost dalam Fitting Dataset Sea Surface Temperature, STATISTICS AND ITS APPLICATIONS, VOL 18, 39-50, ISSN: 1411-5891.

Miftahuddin Miftahuddin, 2018, Modeling of sea surface temperature using linear models with autocorrelation Indian Ocean, IOP Conference Series: Earth and Environmental Science, 176, 1755-1315, 176 (2018) 012038 .

Miftahuddin Miftahuddin, 2018, Modeling of sea surface temperature using linear models with autocorrelation Indian Ocean, IOP Conference Series: Earth and Environmental Science, 176, 1755-1315, 176 (2018) 012038 .

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)

Wardaturiqqa, Miftahuddin, 2018, Pemodelan Data Jemaah Haji Provinsi Aceh dengan Pendekatan Distribusi Gamma, Peran Sains dan Teknologi dalam Mendukung Persatuan, Kesatuan, dan Daya Saing Bangsa, SEMIRATA BKS PTN Wilayah Barat bidang MIPA, USU, Medan, 4 s/d 6 Mei 2018, Medan, USU Medan, , .

Desfira Ahya, Miftahuddin, 2018, Perbandingan Linieritas dalam Pendeteksian Faktor-faktor yang mempengaruhi Angka-angka Kematian Bayi di Provinsi Aceh, Peran Sains dan Teknologi dalam Mendukung Persatuan, Kesatuan, dan Daya Saing Bangsa, SEMIRATA BKS PTN Wilayah Barat bidang MIPA, USU, Medan, 4 s/d 6 Mei 2018 , Medan, USU Medan, 0, .

Lia Rahmati, Miftahuddin, 2018, Identifikasi Faktor-faktor mempengaruhi Produk Domestik Regional Bruto (PDRB) di Provinsi Aceh menggunakan Generalized Additive Models dengan Basis B-spline,, Peran Sains dan Teknologi dalam Mendukung Persatuan, Kesatuan, dan Daya Saing Bangsa, SEMIRATA BKS PTN Wilayah Barat bidang MIPA, USU, Medan, 4 s/d 6 Mei 2018, Medan, USU Medan, 0, .

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)

24-10-2018, Kuliah Tamu di Program Studi FMIPA Universitas Cenderawasih Papua \"Pemanfaatan Data dan Kontribusinya Dalam Pembangunan Masa Depan\", FMIPA UNCEN, Jayapura- Papua
27-09-2018, Aceh, Kemiskinan dan Anggaran Melimpah, BPS Provinsi Aceh, Banda Aceh
28-08-2018, Sosialisasi Program Pendanaan PPBT dan CPPBT Tahun Anggaran 2019, Universitas Syiah Kuala, Banda Aceh
12-05-2018, Sosialisasi PKM, Fakultas MIPA Universitas Syiah Kuala, Banda Aceh
19-04-2018, Manajemen dan Dokumentasi Data dengan EpiData 3.1, Prodi Statistika FMIPA Unsyiah, Banda Aceh
09-04-2018, Pelatihan PPBT Business Camp 2018, Ristekdikti, Jakarta
05-04-2018, Sosialisasi dan Koordinasi Survei Disagregasi PMTB 2018, BPS Provinsi Aceh, Banda Aceh
06-03-2018, The International Conference on Information and Communications Technology 2018 (ICOIACT 2018), IEEE-AMIKOM Yogyakarta, Yogyakarta-Indonesia
02-03-2018, Musyawarah Nasional Forum Pendidikan Tinggi Statistika Indonesia (FORSTAT) ke 5, PS Statistika Departemen Matematika FMIPA Unhas dan FORSTAT, UNHAS - Makassar
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
06-09-2017, The 2nd International Conference on Marine Sciences \"Better Insight for The Healthy Ocean\", IPB, Bogor
21-06-2017, Pelatihan Dosen Wali untuk Peningkatan Kualitas Pembimbingan Mahasiswa FMIPA Unsyiah, FMIPA Unsyiah, Banda Aceh
12-06-2017, Workshop Pengajaran BIPA, \"BIPA Memartabatkan Bahasa Indonesia dan Budaya Aceh\", PBSI Unsyiah, Banda Aceh
23-05-2017, IMT-GT Uninet Forum and Council Meeting, Syiah Kuala University, Banda Aceh, Indonesia
12-05-2017, SEMIRATA 2017 Bidang MIPA BKS-PTN Barat \"Peran Sains, Teknologi, dan Pendidikan MIPA dalam Menopang Sains Park, Technopark, serta Geopark Berbasis Agroindustri dan Lingkungan\", Universitas Jambi, Jambi
13-04-2017, Workshop Penulisan Artikel Ilmiah Bereputasi Internasional 2017, LPPM Universitas Syiah Kuala, Banda Aceh
27-12-2016, Seminar dan Diseminasi Hasil Penelitian dan Pengabdian kepada Masyarakat (LPPM)Tahun 2016, LPPM Universitas Syiah Kuala, Banda Aceh
28-11-2016, SIMANTAP 2016 Seminar Nasional Matematika dan Terapan, Universitas Sumatera Utara (USU), Medan
04-11-2016, European Union Funding Opportunities for Higher Education Workshop, DG EAC- European Union, Jakarta
04-10-2016, The 12th International Conference on Mathematics, Statistics, and Their Applications (ICMSA), Syiah Kuala University, Banda Aceh-Indonesia
30-09-2016, Workshop E-Learning, Jurusan Informatika FMIPA Unsyiah, Banda Aceh
30-09-2016, Sosialisasi PKM FMIPA Unsyiah, FMIPA Unsyiah, Banda Aceh
01-08-2016, IMT-GT University Network Strategic Action Plan (2016-2018) Project Development Workshop, Syiah Kuala University, Banda Aceh Indonesia
22-05-2016, Semirata 2016 Bidang MIPA BKS-PTN Barat \"Peran MIPA Dalam Meningkatkan Daya Saing Bangsa Menghadapi Masyarakat Ekonomi ASEAN (MEA)\", Universitas Sriwijaya, Palembang
02-10-2015, International Conference on Mathematics, Statistics, Computer Sciences, and Mathematics Education (ICMSCSME) 2015, Department of Mathematics, FMIPA-UNHAS, Makassar
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 1 Tingkat Universitas Syiah Kuala, Universitas Syiah Kuala, Banda Aceh, Indonesia.