Professional Summary
I completed my bachelor degree (Sarjana) from the Department of Mathematics, Syiah Kuala University in 2000 and earned a master degree in Statistics from Bogor Agricultural University (IPB) in 2005. I have published some scientific articles in statistics at four national journals since 2005 as well as national and international proceedings since 2007. Additionally, I had opportunities to attend and present my research at international conferences in Mathematics and Statistics held in Penang, Kuala Lumpur, Bangkok, Tokyo, Kuala Terengganu, and Pattaya.
Educational Background
2002 – 2005
S2
Institut Pertanian Bogor
Statistika
2000 – 2000
S1
Universitas Syiah Kuala
Matematika
|
2026
[
No-Q · Journal ]
Ensemble Variable Importance: Combining Random Forest, Neural Network, and Support Vector Machine via Genetic Algorithm (Case Study: Student Productivity)
Infolitika Journal of Data Science 4 (1), 8-18, 2026
|
|
2026
[
No-Q · Journal ]
Analisis Perbedaan Prevalensi Status Gizi antara Baduta dan Balita di Indonesia dengan Pendekatan MANOVA
Journal of Data Analysis, 44-55, 2026
|
|
2026
[
No-Q · Journal ]
ANALISIS PERTUMBUHAN PEREKONOMIAN KOTA SUBULUSSALAM
Jurnal Ekonomi dan Pembangunan 17 (01), 1-16, 2026
|
|
2025
[
Q3 · Journal ]
A Cross-Sectional Study of the Impact of Knowledge, Medication Adherence, and Illness Acceptance on the Quality of Life in Hypertensive Patients
Open Public Health Journal
|
|
2025
[
Q3 · Journal ]
The Role of Information Sources in Shaping Knowledge and Protective Behaviors Against Covid-19 Among Coffee Shop Visitors in Banda Aceh, Indonesia
Observatorio
|
|
2025
[
No-Q · Journal ]
Java and Bali land surface temperature decrease variation
Next Sustainability 6, 100096, 2025
|
|
2025
[
No-Q · Journal ]
Statistika Menyapa Sekolah: Inspirasi, Edukasi, dan Aplikasi Nyata dalam Meningkatkan Literasi Statistika dan Visualisasi Informasi di SMA Islam Al Mujaddid Kota Sabang
KOMUNITA: Jurnal Pengabdian dan Pemberdayaan Masyarakat 4 (3), 546-552, 2025
|
|
2025
[
No-Q · Journal ]
A Spatio-Temporal Panel Data Model for Coronavirus Deaths: Evidence from Europe
ZERO: Jurnal Sains, Matematika dan Terapan 9 (2), 430-442, 2025
|
|
2025
[
No-Q · Journal ]
Sosialisasi dan Pemanfaatan Data Kependudukan untuk Pemetaan Pembangunan Gampong Batu Itam, Aceh Selatan
Jurnal Pengabdian Masayarakat Bumi Rafflesia 8 (3), 47-51, 2025
|
|
2025
[
No-Q · Journal ]
Modeling and Forecasting Average Temperature at Aceh Climatology Station using ARIMA Method
|
|
2025
[
No-Q · Journal ]
Penerapan Uji Permutasi terhadap Perbedaan Nilai IP Mahasiswa Sebelum dan Selama Pandemi Covid-19 di FMIPA Universitas Syiah Kuala
Journal of Data Analysis, 62-70, 2025
|
|
2025
[
No-Q · Journal ]
Pengklasifikasian Lama Proses Persidangan Kasus Narkotika Menggunakan Metode Fuzzy Mamdani
Journal of Data Analysis 8 (1), 54-61, 2025
|
|
2024
[
No-Q · Book ]
Single-valued neutrosophic ARAS based on multi-criteria group decision-making for a school selection
Multi Criteria Decision Making Models and Techniques Neutrosophic Approaches
|
|
2024
[
No-Q · Journal ]
Pembinaan analisis data dan informasi statistik perencanaan pembangunan daerah [Development of statistical data analysis and information for regional development planning]
Buletin Pengabdian 4 (1), 16-22, 2024
|
|
2024
[
No-Q · Journal ]
Analisis Regresi Data Panel untuk Menentukan Faktor-Faktor yang Memengaruhi Pengeluaran per Kapita di Provinsi Aceh
Parameter 9 (16), 1-17, 2024
|
|
2024
[
No-Q · Journal ]
Application of the ARIMAX Model in Assessing the Impact of Global Stock Price Index on Forecasting Indonesia's IHSG
Transcendent Journal of Mathematics and Applications 3 (1), 20-28, 2024
|
|
2023
[
No-Q · Journal ]
Analisis Jumlah Kedatangan Kapal terhadap Hasil Tangkapan Ikan di Pelabuhan Perikanan Samudera Kutaraja Banda Aceh
Statistika 23 (1), 57-62, 2023
|
|
2023
[
No-Q · Journal ]
Application of Transportation Methods in Optimizing Transportation Cost for Fleet Product Distribution
Transcendent Journal of Mathematics and Applications 2 (1), 20-26, 2023
|
|
2023
[
No-Q · Journal ]
Pengaruh Pandemi Covid-19 terhadap Prestasi Mahasiswa Fakultas MIPA Universitas Syiah Kuala
Statistika 23 (2), 110-115, 2023
|
|
2023
[
No-Q · Journal ]
Perbandingan Ketahanan Pangan Kota Subulussalam Tahun 2021 dan Tahun 2022 Berdasarkan Indeks Komposit Desa/Kampong
Jurnal Ekonomi dan Pembangunan 14 (2), 2023
|
|
2023
[
No-Q · Journal ]
Statistika Dasar: Teori dan Aplikasinya Menggunakan R
USK Press 1, 94, 2023
|
|
2022
[
Q1 · Journal ]
An Extended MULTIMOORA Based on Trapezoidal Fuzzy Neutrosophic Sets and Objective Weighting Method in Group Decision-Making
IEEE Access
|
|
International Journal of Evaluation and Research in Education
|
|
2022
[
No-Q · Journal ]
Perbandingan kinerja indikator makro Kota Subulussalam dengan kabupaten tetangga
Jurnal Ekonomi Dan Pembangunan 13 (2), 81-91, 2022
|
|
2021
[
Q1 · Journal ]
An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making
Applied Computational Intelligence and Soft Computing
|
|
2021
[
No-Q · Journal ]
The Implementation of Underage Marriage Dispensation in Palu Religious Court
Review of International Geographical Education Online
|
|
2021
[
No-Q · Journal ]
Analisis dan Rancangan Sistem Fuzzy dalam Pengklasifikasian Tingkat Kemiskinan di Provinsi Aceh
Statistika 21 (1), 45-50, 2021
|
|
2021
[
No-Q · Journal ]
Persepsi Komunikasi Risiko Covid 19 Masyarakat Warung Kopi di Kota Banda Aceh
Communicatus: Jurnal Ilmu Komunikasi 5 (2), 141-160, 2021
|
|
2021
[
No-Q · Journal ]
Kajian Capaian Indikator Makro Pembangunan Kota Subulussalam Tahun 2015-2020
Statistika 21 (2), 161-168, 2021
|
|
2021
[
No-Q · Journal ]
Terpaan Pesan Komunikasi Risiko Dalam Pembentukan Persepsi Risiko Covid 19 Masyarakat Warung Kopi Di Kota Banda Aceh
Communicatus: Jurnal Ilmu komunikasi 5 (2), 2021
|
|
2021
[
No-Q · Journal ]
IOP Conference Series: Earth and Environmental Science
|
|
2020
[
Q2 · Journal ]
An Extended Fuzzy TODIM Approach for Multiple-Attribute Decision-Making with Dual-Connection Numbers
Advances in Fuzzy Systems
|
|
2020
[
No-Q · Journal ]
The influence of halal product expectation, social environment, and fiqih knowledge on intention to use shariah financial technology products
International Journal of Innovation Creativity and Change
|
|
2020
[
No-Q · Journal ]
Identifikasi Faktor-faktor Indeks Pembangunan Kesehatan Masyarakat Provinsi Aceh dengan Pendekatan Analisis Jalur
Statistika 20 (2), 91-100, 2020
|
|
2020
[
No-Q · Journal ]
Analisis MANOVA Satu Arah untuk Melihat Perbedaan Status Gizi Balita Berdasarkan Wilayah Pembangunan Utama di Indonesia Tahun 2017
Journal of Data Analysis 3 (1), 50-61, 2021
|
|
Journal of Data Analysis 2 (2), 80-87, 2020
|
|
2019
[
No-Q · Journal ]
Analisis Korespondensi Berganda terhadap Faktor-Faktor yang Mempengaruhi Pilihan Masyarakat kepada Calon Bupati/Wakil Bupati
Statistika 19 (2), 93-101, 2019
|
|
2019
[
No-Q · Journal ]
Penerapan Time Delay Neural Network pada Model Akustik untuk Sistem Voice-to-Text Berbahasa Sunda
Journal of Data Analysis 2 (2), 61-70, 2020
|
|
2018
[
No-Q · Journal ]
Pendeteksian Penyakit Diabetes di RSUD Zainoel Abidin Banda Aceh dengan Sistem Fuzzy Mamdani
J. Data Anal 1 (2), 103-110, 2018
|
|
2017
[
No-Q · Journal ]
Penggunaan Metode FIS Mamdani dalam Memperkirakan Terjadinya Gelombang Tsunami Akibat Gempa Bumi
Semirata 2017 Bidang MIPA BKS-PTN Wilayah Barat 1 (FKIP Universitas Jambi ..., 2017
|
|
2016
[
No-Q · Journal ]
Sistem Inferensi Fuzzy Mamdani dalam Pengklasifikasian Warna Varietas Tomat
Prosiding Semirata 2016 Bidang MIPA BKS-PTN Wilayah Barat 1 (2016/05), 312-316, 2016
|
|
2016
[
No-Q · Journal ]
Penerapan Logika Fuzzy terhadap Faktor Keluhan Kesehatan
Prosiding Semirata 2016 Bidang MIPA BKS-PTN Wilayah Barat 1 (2016/05), 402-404, 2016
|
|
2015
[
No-Q · Journal ]
Aplikasi Sistem Informasi Pengajaran untuk Menampilkan Surat Keterangan Mengajar secara Online
Prosiding Snastikom 2015 2 (2015/09), 200-205, 2015
|
|
2014
[
No-Q · Journal ]
Kajian tentang Jumlah Kuadrat dan Hasil Kali dalam Analisis Varians Multivariat
GRADIEN 10 (2), 996-999, 2014
|
|
2014
[
No-Q · Journal ]
Prospek Industri Garam Tradisional Ditinjau Dari Aspek Teknis, Aspek Finansial Dan Aspek Pasar Di Kabupaten Aceh Besar
Jurnal Agrisep
|
|
2013
[
No-Q · Journal ]
Uji Permutasi untuk Perbandingan Dua Populasi Berdistribusi Lognormal
BIAStatistics 7 (1), 1-7, 2013
|
|
2012
[
No-Q · Journal ]
Pengaruh Jumlah Perulangan Bootstrap terhadap Dugaan Selang Kepercayaan Parameter Selisih Rata-rata Dua Populasi
Statistika 12 (2), 2012
|
|
Statistika 11 (1), 2011
|
|
2010
[
No-Q · Journal ]
Pendugaan Selang Kepercayaan Persentil Bootstrap Nonparametrik untuk Parameter Regresi
STATISTIKA: Forum Teori dan Aplikasi Statistika 10 (1), 13 - 23, 2010
|
|
Statistika 6 (2), 2006
|
|
2005
[
No-Q · Journal ]
KLASIFIKASI SKOR PROPENSITAS DALAM PENDUGAAN SELANG KEPERCAYAAN BOOTSTRAP UNTUK PERBEDAAN NILAI TENGAH DUA POPULASI
FORUM STATISTIKA DAN KOMPUTASI 10 (2), 2005
|
|
2024
[
Q4 · Book Series ]
Applying the Fuzzy Analytic Hierarchy Process Method to Analyze the Most Influential Factors on the Quality of Life of Type II Diabetes Mellitus Patients in Pidie
INTELLIGENT AND FUZZY SYSTEMS, VOL 3, INFUS 2024
|
|
2024
[
No-Q · Conference Proceedings ]
Determination of characteristics of stunting risk families in Subulussalam, Aceh in 2022 using k-modes cluster analysis
ITM Web of Conferences 67, 01038, 2024
|
|
2024
[
No-Q · Conference Proceedings ]
Trend Analysis for Indonesia's Inflation Index Using Hierarchical Clustering
Book of Applied Statistics : The 18th IMT-GT International Conference on ..., 2024
|
|
2022
[
Q4 · Book Series ]
Applying Fuzzy Decision Tree Method for Hypertension Classification in Adolescent
INTELLIGENT AND FUZZY SYSTEMS: DIGITAL ACCELERATION AND THE NEW NORMAL, INFUS 2022, VOL 1
|
|
2021
[
Q4 · Conference Proceedin ]
Implementation of decision tree using C5.0 algorithm in preference and electability survey results on regional head election in Aceh
Journal of Physics: Conference Series 1882 (1), 012132, 2021
|
|
2021
[
No-Q · Conference Proceedings ]
The comparison of k-modes clustering and ROCK clustering to the poverty indicator in Samadua Subdistrict, South Aceh
IOP Conference Series: Materials Science and Engineering 1087 (1), 012085, 2021
|
|
2020
[
No-Q · Conference Proceedin ]
Application of the Ordinary Kriging to the Laundry Business Survey Result Data: Number of Items in a Day in Banda Aceh City
2020 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS 2020)
|
|
2019
[
Q4 · Conference Proceedin ]
Assessment of mangrove forest damage and its recovery in Banda Aceh city post-tsunami disaster
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
|
|
2018
[
Q4 · Conference Proceedin ]
The integration of response surface method in microsoft excel with visual basic application
Journal of Physics: Conference Series 1116 (2), 022044, 2018
|
|
2018
[
No-Q · Conference Proceedin ]
An Application for Smartphone Preference Using TODIM Decision Making Method
2018 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS)
|
|
2017
[
No-Q · Conference Proceedin ]
SARIMA model for forecasting foreign tourists at the Kualanamu International Airport
2016 12TH INTERNATIONAL CONFERENCE ON MATHEMATICS, STATISTICS, AND THEIR APPLICATIONS (ICMSA)
|
|
2017
[
No-Q · Conference Proceedings ]
Penggunaan Metode FIS Mamdani dalam Memperkirakan Terjadinya Gelombang Tsunami Akibat Gempa Bumi
Semirata 201 Bidang MIPA BKS-PTN Wilayah Barat
|
|
2016
[
No-Q · Conference Proceedings ]
Sistem Inferensi Fuzzy Mamdani dalam Pengklasifikasian Warna Varietas Tomat
Semirata 2016 Bidang MIPA BKS-PTN Wilayah Barat
|
|
Semirata 2016 Bidang MIPA BKS-PTN Wilayah Barat
|
|
2015
[
No-Q · Conference Proceedings ]
Application of Mamdani FIS Method for Classification of MelinjoMaturity According to Its Colour
The 11th IMT-GT International Conference on Mathematics,Statistics and Its ..., 2015
|
|
2015
[
No-Q · Conference Proceedings ]
Aplikasi Sistem Informasi Pengajaran untuk Menampilkan Surat Keterangan Mengajar secara Online
Seminar Nasional Teknologi Informasi dan Komunikasi
|
|
2012
[
No-Q · Conference Proceedings ]
The Mean Difference of Two Populations: Compare between Cluster Analysis and Propensity Score (Session 2B (IASC-ARS))
Proceedings of the symposium of Japanese Society of Computational Statistics ..., 2012
|
|
2012
[
No-Q · Conference Proceedings ]
Pendugaan Model Regresi Fuzzy
Seminar dan Rapat Tahunan BKS-PTN B Tahun 2012 Bidang Ilmu MIPA, Bidang ..., 2012
|
|
2011
[
No-Q · Conference Proceedings ]
Statistical Approach in Determination of Water Quality using Optical Sensor Data from Satellite
Seminar Nasional Matematika dan Terapan (SiManTap) 2011 1 (1), 331-336, 2011
|
|
2011
[
No-Q · Conference Proceedings ]
Propensity Score Classification in Estimating the Difference between Two Means
The 7th IMT-GT International Conference on Mathematics, Statistics and its ..., 2011
|
|
2011
[
No-Q · Conference Proceedings ]
The Approximation of Bootstrap Residual in Estimating Parameters of Regression Model
The 7th IMT-GT International Conference on Mathematics, Statistics and its ..., 2011
|
|
2011
[
No-Q · Conference Proceedings ]
Selang Kepercayaan Perbedaan Nilai Tengah Dua Populasi dengan Metode Skor Propensitas
Seminar Nasional Bidang Ilmu MIPA (Semirata BKS-PTN B) 2011 1 (1), 346-352, 2011
|
|
2011
[
No-Q · Conference Proceedings ]
Pendugaan Parameter Regresi dengan Bootstrap Residual untuk Sampel yang Bervariasi
Seminar Nasional Bidang Ilmu MIPA (Semirata BKS-PTN B) 2011 1 (1), 93-99, 2011
|
|
2010
[
No-Q · Conference Proceedings ]
The Mean Difference between Two Populations for Bernoulli and Normal Covariate Distribution
6th IMT-GT International Conference on Mathematics, Statistics and Its ..., 2010
|
|
2010
[
No-Q · Conference Proceedings ]
Manova untuk Membandingkan Sekolah Dasar Negeri, Swasta, dan Madrasah Ibtidaiyah yang Paling Diminati (Studi Kasus Sekolah Dasar di Wilayah Timur Banda Aceh)
Seminar dan Rapat Tahunan Bidang Ilmu MIPA PTN Wilayah Barat ke-23 Tahun ..., 2010
|
|
2010
[
No-Q · Conference Proceedings ]
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
|
|
2008
[
No-Q · Conference Proceedings ]
Bera-Jarque Normality Test for Residue in Autoregressive Model of Clean Water Debits from PDAM-Banda Aceh
4th IMTGT 2008 - International Conference on Mathematics, Statistics and ..., 2008
|
|
2007
[
No-Q · Conference Proceedings ]
Propensity Score Classification
3rd IMT-GT 2007 Regional Conference on Mathematics, Statistics and ..., 2007
|
|
2007
[
No-Q · Conference Proceedings ]
Perbandingan Nilai Matematika Kelas Pagi dengan Kelas Sore pada Siswa SLTP Menggunakan KSP
Seminar Nasional Statistika 1 (1), 325-331, 2007
|
|
2024
Single-Valued Neutrosophic ARAS Based on Multi-Criteria Group Decision-Making for a School Selection
ISBN: 9798369320853
|
|
2023
STATISTIKA DASAR: Teori dan Aplikasinya Menggunakan R
ISBN: 9786232647992
|
|
2018
Data dan informasi manfaat dana desa di provinsi Aceh
ISBN: 9786237129387
|
|
2025
A Spatio-Temporal Panel Data Model for Coronavirus Deaths: Evidence from Europe
001205970
|
|
2021
Sistem Informasi Potensi Gampong Kemukiman Lamteungoh (SiPoLam)
000276349
|
|
2017
Satyalancana Karya Satya X Tahun
|
|
2022
Training of Trainer (ToT) Pelaksanaan Fresh Graduate Academy (FGA) Digital Talent Scholarship (DTS) Skema Perguruan Tinggi - Big Data using Python
|
|
2019
Penataran dan Lokakarya Applied Approach
|
|
2019
Pelatihan Studi Pelacakan Alumni dan Pengguna Lulusan di Perguruan Tinggi
|
|
2018
Workshop Penyusunan Data dan Informasi tentang Manfaat Dana Desa Provinsi Aceh Tahun 2018
|
|
2017
Workshop Big Data
|
|
2016
Workshop Biostatistika
|
|
2016
Pelatihan Pengenalan Sistem Manajemen Integrasi ISO 9001:2015, ISO 14001:2015, OHSAS 18001:2007 dan PP Nomor 50 Tahun 2012
|
|
2014
Pelatihan Website dan e-Learning
|
|
2014
Workshop Penyusunan GBPP dan SAP
|
|
2014
Workshop Perencanaan Strategis Program Studi Statistika
|
|
2012
Pelatihan e-Learning Berbasis Moodle untuk Tenaga Pengajar Fakultas MIPA Universitas Syiah Kuala
|
|
2011
Workshop Metodologi Penelitian dan Penulisan Artikel Ilmiah
|
|
2005
Penataran dan Lokakarya Pelatihan Keterampilan Dasar Teknik Instrksional (Pekerti) Dosen-Dosen Muda Universitas Syiah Kuala Gelombang XVII
|