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, Biometrics,Time Series and Regression Analysis, Semiparametrics Models, Stochastic Process, Actuarial Sciences & Financial Analysis, and Geostatistics (Time-Spatial). His supervisor was Professor Berthold Lausen (Head of Department of Mathematical Sciences, UoE- United Kingdom).
1. Head of Department of Statistics, Faculty of Mathematics and Sciences USK (2018-2021) http://stat.unsyiah.ac.id/
2. Head of Campus Intellectual Product Development Program in 2020 http://ppupik.unsyiah.ac.id/
3. Chairman of the Peer Group: Business and Industrial.
4. Vice Director of International Office of Syiah Kuala University(2017-2021) http://oia.unsyiah.ac.id/
5. Supervisor of PKM, KMN-BMK, KBMI, KIBM, CPBT, PBBT, IBT and Satria Data http://kreativitas.unsyiah.ac.id/
6. Supervisor of Entrepreneurship http://kewirausahaan.unsyiah.ac.id/
7. Vice Chair of FORSTAT for 2020- 2022 (Sumatra Representative) https://forstat.org/
8. ISI members http://isi-indonesia.org/isi/frontend/web/
9. Editor team of Journal of Data Analysis (JDA) http://www.jurnal.unsyiah.ac.id/JDA
10. Reviewer of JSA http://journal.unj.ac.id/unj/index.php/statistika/
11. Reviewer of Gradien Jurnal Ilmiah MIPA https://ejournal.unib.ac.id/index.php/gradien/
12. Reviewer of Jurnal Sains Matematika dan Statistika UIN-SUSKA http://ejournal.uin-suska.ac.id/index.php/JSMS/
13. Reviewer of Jurnal Statistika UNIMUS https://jurnal.unimus.ac.id/index.php/statistik/about/displayMembership/26
14. Reviewer of Journal Media Statistika https://ejournal.undip.ac.id/index.php/media_statistika/about/displayMembership/537/0
15. Editor Team of Jurnal Parametrics https://ojs3.unpatti.ac.id/index.php/parameter/103
16. Reviewer of Journal MDPI; https://www.mdpi.com/
17. Joint Research and Publications.
Subjects for Courses:
Introduction to Linear Models,
Introduction to Semi-parametrics Models,
Time Series II Analysis,
Lifetime and Reliability Analysis,
Meta Analysis,
Data Analysis,
Actuarial Sciences,
Introduction to Sharia Financial,
Biometrics,
Statistics for Biology,
Statistics for Architecture.
Introduction to Statistics,
Business and Profession,
Entrepreneurship,
Stochastic Process,
Socio-metrics,
Linear Models,
Survival Analysis,
Statistical Modelling,
Statistics for Environment,
Population Economics.
Publikasi (Publications)
Jurnal (Journals)
Retno Wahyuni Putri and Miftahuddin Miftahuddin, 2022, Perbandingan Data Harian dan Data Bulanan pada Suhu Permukaan Laut di Samudera Hindia Menggunakan Partial Least Square-Structural Equation Modelling, Jambura Journal Math, vol 4,, 1-16, P-ISSN: 2654-5616, e-ISSN: 2656- 1344.
Vivi Dina Melani, Miftahuddin, Muhammad Subianto, 2022, Peramalam Model ARFIMA-GPH dan Intervensi Multi Input pada Indeks Harga Perdagangan Besar Indonesia, Jurnal Estimasi, Volume, 109-119, ISSN: 2721-3803 (online), 2721-379X (print).
Miftahuddin Miftahuddin, Vivi Dina Melani, Muhammad Subianto, Indah Manfaati Nur, 2022, PERBANDINGAN NILAI AKURASI PERAMALAN MODEL TERBAIK ARFIMA-GPH DAN INTERVENSI MULTI INPUT DALAM PERAMALAN IHPBI, Jurnal Statistika Universitas Muhammadiyah Semarang, Vol 10, 1-6, p-ISSN: 2338-3216, e-ISSN: 2528-1070.
Vivi Dina Melani, Miftahuddin, Muhammad Subianto, 2022, SELEKSI MODEL ARFIMA-GPH DAN INTERVENSI MULTI INPUT PADA INDEKS HARGA PERDAGANGAN BESAR INDONESIA, Jurnal Gaussian, Volume, 163 - 172, e-ISSN: 2339-2541.
MIFTAHUDDIN, ANANDA PRATAMA SITANGGANG, NORIZAN MOHAMED, MAHARANI A. BAKAR, 2022, Modelling Indian Ocean Air Temperature using Additive Model, Journal of Mathematical Sciences and Informatics, Volum, p 23-36, 2948- 3697.
Miftahuddin, Al Haridth Mahmudi, Rizqa Maulida Rahmi, 2022, Analisis Risiko Tanah Longsor Era Digitalisasi di Sumatera Barat, Journal Biastatistics, Vol. 1, 1-13, 1907-6274.
Miftahuddin, O. Fanny, S. Ichsan, A.B. Maharani, M Norizan, 2021, Detection of Missing Sea Surface Temperature Data in the Indian Ocean, Journal of Biostatistics , Vol. 1, 51 - 66, ISSN: 0973-5143.
Fanny Oktaviani, Miftahuddin, Ichsan Setiawan, 2021, Cross-correlation Analysis Between Sea Surface Temperature Anomalies and Several Climate Elements in The Indian Ocean, Parameter: Journal of Statistics, 1, 13-20, 15354.
I Setiawan,S M Yuni, S Purnawan1, R S Isman, M Miftahuddin and Y Ilhamsyah, 2021, Analysis of wave measurements in November 2018, January 2019, and March 2019 in the coastal waters of Leupung and Lhoong, Aceh Besar District, Indonesia, IOP Conf. Series: Earth and Environmental Science, 674, 1-5, 1755-1315.
Miftahuddin Miftahuddin, Ananda Pratama Sitanggang, Ichsan Setiawan, 2021, Analisis Hubungan Antara Kelembaban Relatif Dengan Beberapa Variabel Iklim Dengan Pendekatan Korelasi Pearson di Samudera Hindia, Jurnal Siger Matematika, Vol 2, 25-33, p-ISSN: 2721-5849, e-ISSN: 2721-6853.
I Setiawan, S M Yuni, M Miftahuddin and Y Ilhamsyah, 2021, Prediction of the height and period of sea waves in the coastal waters of Meulaboh, Aceh Province, Indonesia, Journal of Physics: Conference Series, 1882 , 4, 012013.
F Oktaviani, Miftahuddin and I Setiawan, 2021, Forecasting sea surface temperature anomalies using the SARIMA ARCH/GARCH model, Journal of Physics: Conference Series, Volume, 1882/1/012020, 1742-6596.
Wanda Sri Noviana, Miftahuddin, Eddy Gunawan, 2021, MULTILEVEL SEBAGAI ANALISA PENDAPATAN USAHA MIKRO, KECIL DAN MENENGAH (UMKM) DI PROVINSI ACEH, EULER: Jurnal Ilmiah Matematika, Sains dan Teknologi, Vol. 9, 24-31, 2776-3706.
Wali Khan Mashwani, Habib Shah, Manjit Kaur, Maharani Abu Bakar, Miftahuddin Miftahuddin, 2021, Large-scale bound constrained optimization based on hybrid teaching learning optimization algorithm, Alexandria Engineering Journal, 60, Is, 6013-6033, 1110-0168.
Nuwairy El Furqany, Miftahuddin and Ichsan Setiawan, 2021, Spectral Analysis and SARIMA Model for Forecasting Indian Ocean Dipole (IOD) and Rainfall in West Aceh Regency, Journal of Physics: Conference Series, 1940, (2021) 012004, 1742-6596.
Miftahuddin, N E Furqany and M A Bakar, 2021, Relationship of Rainfall and IOD Phenomena by using Spectral Analysis and SARIMA, Journal of Physics: Conference Series, 1940, (2021) 012005, 1742-6596.
ASHFAQ AHMAD, MUHAMMAD SULAIMAN, POOM KUMAM, MAHARANI ABU BAKAR, AND MIFTAHUDDIN, 2021, Analysis of a Mathematical Model for Drilling System With Reverse Air Circulation by Using the ANN-BHCS Technique, IEEE Access, 9, 119188-119218, Print ISSN: 2169-3536; Online ISSN: 2169-3536.
Miftahuddin1, Wanda Sri Noviana, 2021, Modeling of Sea Surface Temperature through Fitting Linear Model with Interaction, JURNAL MATEMATIKA, STATISTIKA DAN KOMPUTASI (JMSK), volume, 55-67, 2614-8811.
Abdullah Ali H. Ahmadini , Wali Khan Mashwani , Rehman Ahmad Khan Sherwani, Shokrya S. Alshqaq, Farrukh Jamal , Miftahuddin Miftahuddin , Kamran Abbas, Faiza Razaq, Mohammed Elgarhy , and Sanaa Al-Marzouki, 2021, Estimation of Constant Stress Partially Accelerated Life Test for Fréchet Distribution with Type-I Censoring, Mathematical Problems in Engineering, 2021 A, 8 pages, 1563-5147.
Miftahuddin Miftahuddin, Retno Wahyuni Putri, Ichsan Setiawan, Rina Suryani Oktari, 2021, Modeling of Sea Surface Temperature Based on Partial Least Square - Structural Equation, MEDIA STATISTIKA, Vol 14, 170-182, p-ISSN 1979 – 3693; e-ISSN 2477 – 0647.
Miftahuddin, Norizan Mohamed, Maharani A. Bakar, Nur Shima, Fadhli, and Ichsan Setiawan, 2021, Prediction of Rainfall Using ARIMA Mixed Models, Applied Mathematics and Computational Intelligence, Volume, 101-126, 2289-1315.
Miftahuddin, Maulidawani , I Setiawan, Y Ilhamsyah, and Fadhli, 2020, Rainfall analysis in the Indian Ocean by using 6-States Markov Chain Model , IOP Conf. Series: Earth and Environmental Science, 429, 012012, doi:10.1088/1755-1315/429/1/012012.
Ichsan Setiawan, Syarifah Meurah Yuni, Syahrul Purnawan, Fadhli, Naomi Nessyana Debataraja, and Miftahuddin Miftahuddin, 2020, Tidal range in the Eastern waters of Aceh Indonesia, AIP Conference Proceedings, Volume, 020008 (2020), 10.1063/5.0022173.
Hizir Sofyan, Rasudin, Miftahuddin, Kurnia Saputra, Marzuki, Muhammad Iqbal, Doddy Maulana, 2020, Analisis Kepuasan Pengguna Aplikasi RWikiStat 3.0, Journal of Data Analysis, Vol.2,, p. 80-87, 2623-2286.
Zardad Khan, Asma Gul, Aris Perperoglou, Miftahuddin Miftahuddin, Osama Mahmoud, Werner Adler, Berthold Lausen, 2019, Ensemble of Optimal Trees, Random Forest and Random Projection Ensemble Classification, Journal of Advances in Data Analysis and Classification (ADAC), Springer, 13, 357, ISSN: 1862-5347 (Print) 1862-5355 (Online).
R A Humaira, Miftahuddin, and I Setiawan, 2019, Modelling of sea surface temperature by using generalized additive mixed models in risk detection , Journal of Physics: Earth and Environmental Science 273 (2019) 012025, 273, 012025, 1755-1315.
Miftahuddin, Eva Maulia, Ichsan Setiawan, Asma Gul, Fadhli, Hidayati, 2019, Detecting the Phenomena of Sea Surface Temperature Anomaly by Vector Autoregressive, Journal of Physics: Earth and Environmental Science 273 (2019) 012006, 273, 012006, 1755-1315.
S Ananda dan Miftahuddin, 2019, Generalized additive models fitting with autocorrelation for sea surface temperature anomaly data, iopscience : Materials Science and Engineering, 523, 012002, 1757-899X.
D Ahya and Miftahuddin, 2019, Application of generalized additive models with P-Spline basis for infant mortality rate data, iopscience : Materials Science and Engineering, 523, 012004, 1757-899X.
Miftahuddin, I Salsabila and A Gul, 2019, Comparison of cox models in detecting factors affecting healing rate of dengue hemorrhagic fever, iopscience : Materials Science and Engineering, 523, 012006, 1757-899X.
Miftahuddin, 2018, Analisis Kaitan (Alpha) dengan Toleransi Nilai Opsi Harga Saham, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 7, 71-78, p- ISSN: 1858-1382, e-ISSN: 2614-8811.
Miftahuddin, 2018, Analisis Inflasi Melalui Vektor Autoregresi Berganda (VAB) dengan Lima Variabel Informasi, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol.14, 166-179, p-ISSN: 1858-1382, e-ISSN: 2614-8811.
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, 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 .
M Miftahuddin, Y Ilhamsyah, 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, Risana Rachmatan, Marlindawati, 2018, Perbandingan Model Tingkat Kepuasan Perwalian Online Mahasiswa Berdasarkan Tahun Masuk di FMIPA Universitas Syiah Kuala, Journal of Statistica, 18, 139-146, ISSN: 1411-5891; E-ISSN: 2599-2538.
Keumala Andayani and Miftahuddin, 2018, Economic base determination and influence of several variables against contributions percentage of the GDRP in Aceh Besar district, iopscience : Materials Science and Engineering, 352, 012053 , 1757-899X.
Chesilia Amora Jofipasi, Miftahuddin and Hizir, 2018, Selection for the best ETS (error, trend, seasonal) model to forecast weather in the Aceh Besar District, iopscience : Materials Science and Engineering, 352, 012055 , 1757-899X.
Eva Maulia, Miftahuddin and Hizir Sofyan, 2018, Tax revenue and inflation rate predictions in Banda Aceh using Vector Error Correction Model (VECM), iopscience : Materials Science and Engineering, 352, 012056, 1757-899X.
Miftahuddin, 2018, Penggunaan Metode Chaid (Chi Square- Automatic Interaction Detection) Pada Pohon Klasifikasi Menggunakan Satu Peubah Respon Dengan Perbandingan Taraf Nyata, JURNAL MATEMATIKA, STATISTIKA DAN KOMPUTASI (JMSK), Vol. 9, 11-22, p-ISSN: 1858-1382, e-ISSN: 2614-8811.
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, 2016, Analisis Unsur-unsur Cuaca dan Iklim melalui Uji Mann-Kendall Multivariat, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 1, 26-38, p-ISSN: 1858-1382, e-ISSN: 2614-8811.
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, 69-85, p-ISSN: 1858-1382, e-ISSN: 2614-8811.
Miftahuddin, 2011, Analisa Karakteristik Rumah Tangga Miskin dengan Metode Regresi Logistik Terbaik, Jurnal Matematika Statistika dan Komputasi (JMSK) FMIPA Universitas Hasanuddin, Vol. 7, 79-91, p-ISSN: 1858-1382, e-ISSN: 2614-8811.
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, 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, 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, Nany Salwa, 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, , .
Lia Rahmati, Hadiana Qanita, 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, , .
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, , 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, Universitas 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, , p 124-133: ISBN 978-602-50593-0-8.
Miftahuddin, Hizir, 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, , 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, , 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, , 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, , 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 Model , , 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, IMT-GT-ICMSA 2016, The 12th International Conference on Mathematics, Statistics and Their Applications,, Syiah Kuala University, 4-6 October 2016, Banda Aceh, Syiah Kuala University, , 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.
Miftahuddin, Anisa K, Asma G, 2015, A Review of the Time Effects in the SST Data using Modifed GamboostLSS Models , Exploring Mathematics and Its Application in the Future, 2015, Universitas Hassanuddin, 2-3 Oktober, Makassar Indonesia, FMIPA Unhas, , 978-602-7219823.
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.