Professional Summary
I am a lecturer at department of mathematics. I teach Multivariate Analysis, Experimental Design, Entrepreneurship, Statistics Computation, and Elementary Mathematics. I Studied at Department of Mathematics Syiah Kuala University in Undergraduate Program, and Department of Statistics, Bogor Agricultural University in Master Program. My research interests are statistics and operations research.
, can use sas, spss, r and matlab for analisis data. Now, live in banda aceh, jalan tgk kaoy no 6 desa ilie ulee kareng banda aceh. S1 at syiah kuala university, S2 at Intitut pertanian bogorEducational Background
2015 – 2019
S3
Universitas Sumatera Utara
Matematika
2000 – 2003
S2
Institut Pertanian Bogor
Statistika
2000 – 1992
S1
Universitas Syiah Kuala
Matematika
|
2026
[
No-Q · Journal ]
Enhancing Entrepreneurial Mindset and Business Strategies of Student Tenants through Mentoring at EXSIS Ramadhan 2026
Jurnal Pengabdian Bakti Akademisi 3 (1), 50-61, 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 ]
SINERGI PENGELOLAAN LINGKUNGAN DAN PEMBERDAYAAN MASYARAKAT UNTUK MASA DEPAN BERKELANJUTAN
Jurnal Media Akademik (JMA) 4 (6), 2026
|
|
2026
[
No-Q · Journal ]
Identification of the importance level of characteristic variables for food-insecure households using Random Forest
International Journal of Data Analysis Techniques and Strategies 18 (3), 265-289, 2026
|
|
2025
[
Q2 · Journal ]
Utilizing Multi-Arm Bandit and Partitioning Around Medoids for Clustering Food Security Conditions in Sumatra Island
Statistics Optimization and Information Computing
|
|
2025
[
No-Q · Journal ]
Strengthening Entrepreneurial Management Competence through Industrial Visits to Beryl's Chocolate & Confectionery, Malaysia
International Journals of Kita Kreatif 2 (1), 19- 29, 2025
|
|
2025
[
No-Q · Journal ]
Socio-Technopreneurship: Transformasi Digital dalam Kewirausahaan Sosial
Yayasan Kita Menulis, 2025
|
|
2025
[
No-Q · Journal ]
Klasifikasi Status Pembangunan Literasi Masyarakat di Provinsi Aceh menggunakan Analisis Diskriminan Linear
South East Asian Management Concern 2 (2), 56-63, 2025
|
|
2025
[
No-Q · Journal ]
STRATEGI, ETIKA, DAN INOVASI DALAM BISNIS KREATIF: REFLEKSI DARI TAYANGAN PODCAST CREATIVERA
Musytari: Jurnal Manajemen, Akuntansi, dan Ekonomi 20 (4), 91-100, 2025
|
|
2025
[
No-Q · Journal ]
Classifying Alumni Satisfaction in Integrity Zone Universities Using CART: Evidence from Indonesian Higher Education
ZERO: Jurnal Sains, Matematika dan Terapan 9 (3), 959-969, 2025
|
|
2025
[
No-Q · Journal ]
Perbandingan Metode Regresi OLS, Ridge, dan Lasso dalam Memodelkan Kemiskinan di Indonesia Tahun 2024
Journal of Data Analysis, 93-100, 2025
|
|
2024
[
Q1 · Journal ]
MATHEMATICS LEARNING MODEL FOR CHILDREN WITH DYSCALCULIA THROUGH SPECIAL INTERVENTION
Jurnal Ilmiah Peuradeun
|
|
Elkawnie: Journal of Islamic Science and Technology
|
|
2024
[
No-Q · Journal ]
Enhancing Entrepreneurship Resource Competence through Business Incubator Consultant Certification
Asian Journal of Community Services (AJCS) 3 (4), 2024
|
|
2024
[
No-Q · Journal ]
Cox Proportional Hazard Regression Model in Analysis of Factors Affecting Survival Time (Case Study: Lung Cancer Patients at RSUDZA Aceh)
Transcendent Journal of Mathematics and Applications 3 (1), 29-39, 2024
|
|
2024
[
No-Q · Journal ]
PENGARUH KOMPENSASI DAN LINGKUNGAN KERJA TERHADAP KINERJA KARYAWAN PADA TOMORO COFFE
Jurnal Ekonomi dan Bisnis 2 (5), 785-793, 2024
|
|
CV WIDINA MEDIA UTAMA, 2024
|
|
2024
[
No-Q · Journal ]
Training to build a creative and innovative young entrepreneur mindset
Jurnal Pengabdian Bakti Akademisi 1 (4), 117-125, 2024
|
|
2024
[
No-Q · Journal ]
Training on WhatsApp Business optimization for student entrepreneurs of Universitas Syiah Kuala
Jurnal Pengabdian Bakti Akademisi 1 (4), 2024
|
|
2024
[
No-Q · Journal ]
Implementation Of Halal Tourism In Central Aceh: Application Of The Global Muslim Travel Index
Jurnal Bisnis dan Manajemen Islam 11 (2), 185-202, 2024
|
|
2024
[
No-Q · Journal ]
18th IMT-GT International Conference on Mathematics, Statistics and their Applications
Sciendo, 2024
|
|
2023
[
No-Q · Journal ]
IDENTIFIKASI KARAKTERISTIK KASUS RAWAN PANGAN DI PROVINSI ACEH PADA PENERIMA PROGRAM BANTUAN SOSIAL
Journal. Ar-Raniry. Ac. Id 2 (1), 32-40, 2023
|
|
2023
[
No-Q · Journal ]
Penerapan Bagan Kendali MEWMA-MEWMV pada Pengendalian Kualitas Lulusan Prodi Statistika FMIPA Universitas Syiah Kuala
Inferensi 6 (1), 73-82, 2023
|
|
2023
[
No-Q · Journal ]
Generalized structured component analysis (GSCA) method in evaluating service satisfaction at FMIPA Syiah Kuala University
Jurnal Natural 23 (2), 98-109, 2023
|
|
2023
[
No-Q · Journal ]
Application of shap on catboost classification for identification of variabels characterizing food insecurity occurrences in aceh province households
Jurnal Natural 23 (3), 230-244, 2023
|
|
2023
[
No-Q · Journal ]
Jurnal Natural
Jurnal Natural 23, 3, 2023
|
|
2022
[
Q3 · Journal ]
A STUDY OF MACHINE LEARNING ALGORITHMS TO MEASURE THE FEATURE IMPORTANCE IN CLASS-IMBALANCE DATA OF FOOD INSECURITY CASES IN INDONESIA
Communications in Mathematical Biology and Neuroscience
|
|
2022
[
No-Q · Journal ]
Peningkatan Kapasitas UMKM Melalui Pendapmpingan dan Pengenalan Produk
Jurnal Pengabdian Aceh 2 (3), 152-158, 2022
|
|
2022
[
No-Q · Journal ]
Comparison of main characteristics of food insecurity using classification Tree and Random Forest
Sinkron: jurnal dan penelitian teknik informatika 6 (4), 2486-2497, 2022
|
|
2022
[
No-Q · Journal ]
Multidimensional Scaling Biplot dalam Melihat Persepsi Mahasiswa Statistika terhadap Keberhasilan Belajar
Statistika 22 (1), 25-31, 2022
|
|
2022
[
No-Q · Journal ]
ANALISIS GANGGUAN LISTRIK DI PLTU NAGAN RAYA DENGAN MENGGUNAKAN DIAGRAM KENDALI EXPONENTIALLY WEIGHTED MOVING AVERAGE (EWMA) DAN DECISION ON BELIEF (DOB)
Interval: Jurnal Ilmiah Matematika 2 (2), 104-117, 2022
|
|
Systematic Reviews in Pharmacy
|
|
2020
[
No-Q · Journal ]
Identifikasi Faktor-Faktor yang Memengaruhi Angka Harapan Hidup di Sumatera Tahun 2018 Menggunakan Analisis Regresi Spasial Pendekatan Area
Journal of Data Analysis 3 (2), 62-75, 2020
|
|
2020
[
No-Q · Journal ]
Application of Travelling Salesman Problem (TSP) Model for Solution Acceleration of Package Distribution Services with Dijkstra's Algorithm
International Journal of Advanced Science and Technology 29 (08), 2930-2936, 2020
|
|
2020
[
No-Q · Journal ]
Nave Bayes Algorithm to Predict Student Success in a Course
International Journal of Advanced Science and Technology 28 (08), 2930-2936, 2020
|
|
2019
[
No-Q · Journal ]
Controlling industrial processes using multivariate exponential weighted moving average (Mewma)
International Journal of Recent Technology and Engineering
|
|
2019
[
Q2 · Journal ]
Mixed Integer Program for Tackling Process Control Demand in The Capacitated open Vehicle Routing Problems
International Journal of Civil Engineering and Technology (IJCIET)
|
|
2019
[
No-Q · Journal ]
Pengontrolan Proses Industri Dengan Menggunakan Diagram Kendali T2 Hotelling
SIMANTAP 2019
|
|
2019
[
No-Q · Journal ]
Analisis Perbandingan Tanggung Jawab Sosial Mahasiswa Statistika Dengan Model Regresi Logistik Ordinal
SIMANTAP 2019
|
|
2015
[
No-Q · Journal ]
A Model to Plan Hazardous Waste Integrated Disposal For Sustainable Urban Development Planning
International Converence 2015 3 (Operational Research), 219-227, 2015
|
|
2010
[
No-Q · Journal ]
CORRESPONDENCE ANAL IN SABANG TO
Jurnal Natural 10 (1), 2010
|
|
2010
[
No-Q · Journal ]
Correspondence analysis on public service in Sabang Tourism Area
Jurnal Natural 10 (1), 36-44, 2010
|
|
-
[
No-Q · Journal ]
Department of Mathematics, Universitas Negeri Medan, North Sumatera, Indonesia 2Department of Public Health, Faculty of Sports and Health, Universitas Negeri Gorontalo ...
|
|
-
[
No-Q · Journal ]
Fungsi Diskriminan untuk Membedakan Keberhasilan Mahasiswa Fakllitas MIPA Ullsyiah
IPB (Bogor Agricultural University), 0
|
|
-
[
No-Q · Journal ]
Jurnal Pengabdian Bakti Akademisi
|
|
-
[
No-Q · Journal ]
Raisa Ullya Nisva.(2024). Sharing Session: Successful Student Entrepreneurship Management at the University Level
Asian Journal of Community Services 3 (12), 1103-1112, 0
|
|
-
[
No-Q · Journal ]
Edison. 2013. Hubungan Pemberian ASI Eksklusif dengan Angka Kejadian Diare Akut pada Bayi Usia 0-1 Tahun di Puskesmas Kuranji Kota Padang
Jurnal Kesehatan Andalas 2 (2), 62, 0
|
|
2025
[
No-Q · Conference Proceedin ]
Hybrid Soft-Voting Ensemble Model With Smoteenn: an Efficient Learning Approach for Stunting Risk Prediction
2025 International Conference on Information Technology Research and ..., 2025
|
|
2024
[
No-Q · Conference Proceedings ]
ANALISIS POTENSI PENGEMBANGAN PRODUK MAKANAN FUNGSIONAL BERBAHAN DASAR IKAN DEPIK (RASBORA TAWARENSIS) UNTUK MENINGKATKAN KESEHATAN DAN KESEJAHTERAAN MASYARAKAT
PROSIDING SEMINAR NASIONAL FORUM MANAJEMEN INDONESIA-E- 2, 1431-1438, 2024
|
|
2023
[
Q4 · Conference Proceedin ]
Study on identification of main indicators of food insecurity households in Aceh Province in 2019-2020 using classification tree
AIP Conference Proceedings 2556 (1), 050002, 2023
|
|
2023
[
Q4 · Conference Proceedin ]
A study in determining indicators of food-insecure households using SHAP and Boruta SHAP
3rd INTERNATIONAL SEMINAR ON SCIENCE AND TECHNOLOGY (ISSTEC) 2021: Science ..., 2023
|
|
2023
[
No-Q · Conference Proceedings ]
Weight of evidence and information value on support vector machine classifier
1st International Conference on Neural Networks and Machine Learning 2022 ..., 2023
|
|
2023
[
No-Q · Conference Proceedings ]
on Support Vector Machine Classifier
Proceedings of the 1st International Conference on Neural Networks and ..., 2023
|
|
2022
[
Q4 · Conference Proceedin ]
Study of features importance level identification of machine learning classification model in sub-populations for food insecurity
AIP Conference Proceedings 2668 (1), 070003, 2022
|
|
2022
[
Q4 · Conference Proceedin ]
An Analysis of the Relationship between Social Protection Program Status and the Incidence of Food Insecure Households in Aceh Province
AIP Conference Proceedings 2662 (1), 020012, 2022
|
|
2022
[
Q4 · Conference Proceedin ]
Analysis of Identification of Food Insecure Household Characteristics Based on Regional Status in Aceh Province
AIP Conference Proceedings 2662 (1), 020011, 2022
|
|
2022
[
No-Q · Conference Proceedings ]
Interpretable machine learning to characterize food insecurity in Aceh and West Java provinces
Proceeding Cgant Unej, 2022
|
|
2022
[
No-Q · Conference Proceedings ]
DEVELOPING AND INTERPRETING MACHINE LEARNING MODELS FOR FOOD-INSECURE INCIDENCE IN EAST-JAVA PROVINCE
The 1st International Seminar of Science and Technology for Society Development, 2022
|
|
2021
[
Q4 · Conference Proceedin ]
Analysis of the level of environmental pollution in the East Java Province
AIP Conference Proceedings 2370 (1), 090004, 2021
|
|
2019
[
No-Q · Journal ]
Mixed integer program for tackling process control demand in the capacitated open vehicle routing problems
Journal of Physics: Conference Series 1255 (1), 012089, 2019
|
|
2019
[
No-Q · Conference Proceedings ]
Assessing Students' Interest in Cooperatives: The Case of Syiah Kuala University, Indonesia
1st Aceh Global Conference (AGC 2018), 574-578, 2019
|
|
2019
[
No-Q · Conference Proceedings ]
Analisis Perbandingan Tanggung Jawab Sosial Mahasiswa Statistika Dengan Metode Regresi Logistik Ordinal (Studi kasus: mahasiswa statistika tahun angkatan 2013-2016, FMIPA ...
Prosiding SiManTap: Seminar Nasional Matematika dan Terapan 1, 910-917, 2019
|
|
2019
[
No-Q · Conference Proceedings ]
Pengontrolan Proses Industri Dengan Menggunakan Diagram Kendali T2 Hotelling
Prosiding SiManTap: Seminar Nasional Matematika dan Terapan 1, 931-941, 2019
|
|
2015
[
No-Q · Conference Proceedings ]
A Model to Plan Hazardous Waste Integrated Disposal For Sustainable Urban Development Planning
The 3rd International Seminar on Operation Research
|
|
2010
[
No-Q · Conference Proceedings ]
Multiple Correspondence Analysis on Public Service in Sabang Tourism Area
The 6th IMT-GT Conference on Mathematics, Statistics and its Applications (ICMSA2010)
|
|
2010
[
No-Q · Conference Proceedings ]
Linear Programming and Sensitivity Analysis for Optimizing Nutrient Sufficiency
The 6th IMT-GT Conference on Mathematics, Statistics and its Applications (ICMSA2010)
|
|
2010
[
No-Q · Conference Proceedings ]
Identifikasi Keuangan untuk Pangan dalam Pemenuhan Gizi Keluarga (Studi Kasus di Kabupaten Aceh Tengah dan Kabupaten Bener Meriah)
Semirata PTN Barat Bidang Ilmu MIPA ke-23
|
|
2009
[
No-Q · Conference Proceedings ]
Application of Cluster Analysis in Classification of Tourist Destinations in Sabang
The 5th IMT-GT International Conference on Mathematics, Statistics and Their Applications (ICMSA 2009)
|
|
2009
[
No-Q · Conference Proceedings ]
Analisis Tingkat Pelayanan Pemerintah Kecamatan di Kabupaten Aceh Barat
Semirata BKS PTN Wilayah Barat Bidang Ilmu MIPA ke-22 (Matematika, Kimia, PMIPA)
|
|
2025
Socio-Technopreneurship: Transformasi Digital dalam Kewirausahaan Sosial
ISBN: 9786231137623
|
|
2024
Socio-Technopreneurship
ISBN: 9786235004020
|
|
2024
Seleksi variabel pada pemodelan prediktif statistika dan machine learning
ISBN: 9786231112248
|
No patents yet
Registered patents and intellectual property
will
appear here
No awards yet
Achievements and recognitions will appear
here
|
2015
Big data analisis
|
|
2015
Big data analisis
|