Professional Summary
I am a lecturer and researcher in Department of Mathematics, Faculty of Mathematics and Natural Sciences, USK. I am interested in Statistics and Data Science. I teach Experimental Design, Multivariate Analysis, Time Series Analysis, Operations Research, Computation Statistics, Calculus, and Matrix Algebra. My bachelor and master degree are in Department of Statistics, Bogor Agricultural University in 1995 and 2002 respectively. I am a head of Mathematics Department in Syiah Kuala University from 2012 to 2015. My script theme is Box - Bhenken Design, treatment design in experimental design, and my thesis is goal programming.
Educational Background
2019 – 2023
S3
Institut Pertanian Bogor
Statistika
2000 – 2005
S2
Institut Pertanian Bogor
Statistika
2000 – 2000
S1
Institut Pertanian Bogor
Statistika
| 1 | The Impact of Socio-Economic Factors and Nutritional Status on Fast Food Consumption, Soft Drinks, and Adolescent Brain Health in Bandar Lampung |
| 2 | Hybrid Ensemble Learning with SMOTEENN and Soft Voting for Stunting Risk Prediction: A SHAP-Based Explainable Approach |
| 3 | A Spatio-Temporal Panel Data Model for Coronavirus Deaths: Evidence from Europe |
| 4 | Analisis Faktor-Faktor yang Mempengaruhi Jumlah Pengangguran Terbuka di Provinsi Aceh Menggunakan Regresi Komponen Utama |
| 5 | Perbandingan Metode Regresi OLS, Ridge, dan Lasso dalam Memodelkan Kemiskinan di Indonesia Tahun 2024 |
| 6 | Unifying Variable Importance Scores from Different Machine Learning Models Using Simulated Annealing |
| 7 | Optimizing antimicrobial synergy: Green synthesis of silver nanoparticles from Calotropis gigantea leaves enhanced by patchouli oil |
| 8 | Sensory Profiling of Jelly Drink Made from a Combination of Bay Leaf Water Extract and Guava Juice Using a Quantitative Descriptive Analysis |
| 9 | Explainable Artificial Intelligence in Medical Imaging: A Case Study on Enhancing Lung Cancer Detection through CT Images |
| 10 | Profil Sensori Minuman Jeli Ekstrak Air Daun Salam Kombinasi Jus Jambu Menggunakan Quantitative Descriptive Analysis: Sensory Profiling of Jelly Drink Made from a Combination of Bay Leaf Water Extract and Guava Juice Using a Quantitative Descriptive Analysis |
| 11 | Application of the ARIMAX Model in Assessing the Impact of Global Stock Price Index on Forecasting Indonesia's IHSG |
| 12 | Application of the ARIMAX Model in Assessing the Impact of Global Stock Price Index on Forecasting Indonesia's IHSG |
| 13 | Identification of Non-Oil and Gas Main Commodity Exports in Indonesia to Major Destination Countries Using PCA Biplot and CVA Biplot |
| 14 | The Risk Factors of Hypertension among Female Batik Workers in Yogyakarta Indonesia |
| 15 | An Optimal Approach to Identify the Importance of Variables in Machine Learning Using Cuckoo Search Algorithm |
| 16 | Biocomposite Innovation: Assessing Tensile and Flexural Performance with Maleated Natural Rubber Additives |
| 17 | Deep Learning-Based Bitcoin Price Forecasting Using Neural Prophet |
| 18 | Leveraging Artificial Intelligence to Predict Student Performance: A Comparative Machine Learning Approach |
| 19 | Regresi dan korelasi dengan aplikasi SAS, SPSS, dan Minitab dalam bidang gizi, pangan, kesehatan, pertanian, dan lain-lain |
| 20 | The effect and activity of free radical enzymes due to arsenic exposure through the vulva and vagina |
| 21 | Spreadsheet and iteration dead times of 2-alkanones homologues series eluted by acetonitrile/water in reversed phase high-performance liquid chromatography |
| 22 | A generalized linear mixed model for understanding determinant factors of student's interest in pursuing bachelor's degree at Universitas Syiah Kuala |
| 23 | A generalized linear mixed model for understanding determinant factors of student's interest in pursuing bachelor's degree at Universitas Syiah Kuala |
| 24 | Waist circumference as a determinant and indicator of hypertension among women batik workers |
| 25 | Jurnal Natural |
| 26 | Alternative briquette material made from palm stem biomass mediated by glycerol crude of biodiesel byproducts as a natural adhesive |
| 27 | Analisis MANOVA Satu Arah untuk Melihat Perbedaan Status Gizi Balita Berdasarkan Wilayah Pembangunan Utama di Indonesia Tahun 2017 |
| 28 | Perbandingan Metode Gerombol Pautan Lengkap dan Pautan Rataan untuk Pengelompokan Kemiskinan Kabupaten/Kota di Indonesia |
| 29 | APPLICATION OF MULTIPLE CORRESPONDENCE ANALYSIS FOR ADOLESCENT NUTRITIONAL STATUS IN BANDA ACEH |
| 30 | Analisis Korespondensi Pada Korban Kecelakaan Lalu Lintas Berdasarkan Provinsi di Indonesia |
| 31 | Aplikasi Analisis Korespondensi Berganda Terhadap Status Gizi Remaja di Kota Banda Aceh |
| 32 | Forecasting Rainfall Using Transfer Function in Aceh Province, Indonesia |
| 33 | Peramalan Jumlah Penumpang Pesawat Di Bandara Sultan Iskandar Muda Dengan Metode SARIMA (Seasonal Autoregressive Integrated Moving Average) |
| 34 | Penerapan Metode K-Means dalam Pengelompokan Wilayah Menurut Intensitas Kejadian Bencana Alam di Indonesia Tahun 2013-2018 |
| 35 | Open Journal Systems Journal Help |
| 36 | 2016 12th International Conference on Mathematics, Statistics, and Their Applications (ICMSA), Banda Aceh, Indonesia |
| 37 | Hubungan Indeks Prestasi Kumulatif (IPK) dengan Nilai Ujian Akhir Nasional (UAN) (Studi Kasus di FMIPA Unsyiah) |
| 38 | Hubungan Indeks Prestasi Kumulatif (IPK) dengan Nilai Ujian Akhir Nasional (UAN)(Studi Kasus di FMIPA Unsyiah) |
| 39 | Analisis komponen utama dan analisis gerombol untuk mengelompokan kabupaten/kota berdasarkan perubahan tingkat kesejahteraan rakyat di Provinsi Aceh: laporan hasil penelitian … |
| 40 | UJI PERINGKAT BERTANDA WILCOXON UNTUK MENGIDENTIFIKASI MINAT CALON MAHASISWA |
| 41 | KEPUASAN MAHASISWA UNSYIAH TERHADAP SISTEM KEMAHASISWAAN MENGGUNAKAN ANALISIS BIPLOT |
| 42 | TM Iqbalsyah |
| 43 | Analisis komponen utama dan analisis gerombol untuk mengelompokan kabupaten/kota berdasarkan perubahan tingkat kesejahteraan rakyat di Provinsi Aceh: laporan hasil penelitian ⦠|
| 44 | Analisis Biplot untuk Mengetahui Kebutuhan terhadap Lulusan Program Studi Statistika |
| 45 | Uji Peringkat Bertanda Wilcoxon Sign Rank Test for Identification Student Satisfying Level to Facilities and Service in Syiah Kuala University |
| 46 | Pendugaan Selang Kepercayaan Persentil Bootstrap Nonparametrik untuk Parameter Regresi |
| 47 | CORRESPONDENCE ANAL IN SABANG TO |
| 48 | Correspondence analysis on public service in Sabang Tourism Area |
| 49 | Estimation of Non-parametric Bootstrap Persentil Confidence Interval for Regression Parameter |
| 50 | ANALISIS KONJOIN UNTUK MENILAI PEMBUKAAN PROGRAM STUDI STATISTIKA DI UNIVERSITAS SYIAH KUALA |
| 51 | Model goal programming untuk menentukan kombinasi kuantitas pangan: kasus asrama mahasiswa TPB IPB [tesis] |
| 52 | GENETICS ALGORITHM FOR GETTING OPTIMUM RESULT ON GOAL PROGRAMMING CASE |
| 53 | The 8th Annual International Conference (AIC) 2018 on Science and Engineering |
| 54 | Model Goal Programming untuk Menentukan Kombinasi Kuantitas Pangan: Kasus Asrama Mahasiswa TPB IPB. |
| 55 | A. and Fitriana, AR. 2021. Binary logistic regression for identification of high school student interest in Banda Aceh city in continuing study at Universitas Syiah Kuala |
| 56 | Nurhasanah, & Maulizasari.(2018). Description of the supporting factors of final project in Mathematics and Natural Sciences Faculty of Syiah Kuala University with multiple … |
| 57 | Optimalisasi taraf-taraf faktor rancangan box-behnken dengan menggunakan analisis kanolik |
| 58 | Pengembangan Ensemble Variable Importance untuk Beberapa Model Machine Learning Menggunakan Algoritma Metaheuristik |
| 59 | Syiah Kuala, U., & Aceh, B.(2018). Peramalan Jumlah Penumpang Pesawat Di Bandara Sultan Iskandar Muda Dengan Metode SARIMA (Seasonal Autoregressive Integrated Moving Average) |
| 1 | Hybrid Soft-Voting Ensemble Model With Smoteenn: an Efficient Learning Approach for Stunting Risk Prediction |
| 2 | An optimal variable importance for machine learning classification models using modified simulated annealing algorithm |
| 3 | Comparison of GLM, GLMM and HGLM in Identifying Factors that Influence the District or City Poverty Level in Aceh Province |
| 4 | Binary logistic regression for identification of high school student interest in Banda Aceh city in continuing study at Universitas Syiah Kuala |
| 5 | The lasso binary logistic regression method for selecting variables that affect the recovery of Covid-19 patients in China |
| 6 | Grouping of Retention Index on Gas Chromatography using Cluster Analysis |
| 7 | Application of the stochastic transition matrix as a prediction pattern for the occurrence of disasters in Aceh province in 2017-2021 |
| 8 | Application of Clustering and VARIMA for Rainfall Prediction |
| 9 | Factors affecting adolescent nutritional status in Banda Aceh, Indonesia |
| 10 | Forecasting of Revenue, Number of Plane Movements and Number of Passenger Movements at Sultan Iskandar Muda International Airport Using the VARIMA Method |
| 11 | Kovats Retention Index analysis of flavor and fragrance compound using Biplot Statistical method in gas chromatography systems |
| 12 | Exposing women oyster seekers to estuary water over the pap smear in Krueng Tibang river, Alue Naga, Banda Aceh |
| 13 | Simple combination method of FTIR spectroscopy and chemometrics for qualitative identification of cattle bones |
| 14 | Analysis of temperature and column variation in gas chromatography to dead time of inert gas and n-alkane homologous series using randomized block design |
| 15 | Application of ARCH model on nutmeg price forecasting in South Aceh district |
| 16 | Description of the supporting factors of final project in Mathematics and Natural Sciences Faculty of Syiah Kuala University with multiple correspondence analysis |
| 17 | Forecasting the number of visitors of Aceh state museum using decomposition method |
| 18 | Classification of the length of study based on the student characteristics and academic performance in FMIPA Unsyiah |
| 19 | SARIMA model for forecasting foreign tourists at the Kualanamu International Airport |
| 20 | Penggunaan Metode Fis Mamdani dalam Memperkirakan Terjadinya Gelombang Tsunami Akibat Gempa Bumi |
| 21 | Analisis Korelasi Kanonik untuk Mengidentifikasi Faktor-Faktor yang Berpengaruh terhadap Derajat Kesehatan |
| 22 | Analysis on Scenario of Land Allotment for Optimizing Tax Revenue using Integer Programming (Case Study: Sub-district of Syiah Kuala, Banda Aceh) |
| 23 | Forecasting Passenger of Sultan Iskandar Muda International Airport by Using Holt’s Exponential Smoothing and Winter’s Exponential Smoothing |
| 24 | Penggunaan Metode Eksponensial Smoothing untuk Meramalkan Persediaan Beras pada BULOG Divre Aceh |
| 25 | Penggunaan Metode Eksponensial Smoothing untuk Meramalkan Persediaan Beras pada BULOG Divre Aceh |
| 26 | Application of Mamdani FIS Method for Classification of Melinjo Maturity According to Its Colour |
| 27 | Identification Correlation between Economic Variables and Welfare Variables with Canonical Correlation Analysis |
| 28 | Rancangan Faktorial dengan Pengamatan Berulang untuk Mengidentifikasi Pengaruh Mulsa dan Jarak Tanam terhadap Radiasi Surya pada Kacang Kedelai |
| 29 | Clustering of Regencies or Cities in Aceh Province with Principal Component Analysis and Cluster Analysis |
| 30 | Uji Peringkat Bertanda Wilcoxon untuk Mengidentifikasi Minat Calon Mahasiswa Statistika |
| 31 | Linear Programming and Sensitivity Analysis for Optimizing Nutrient Sufficiency |
| 32 | Multiple Corespondence Analysis on Public Service in Sabang Tourism Area |
| 33 | Identification of Unsyiah Student Satisfying Level on Academic Aspects With Using Four Variable Multiple Correspondence Analysis |
| 34 | Identification of Budget for Food in Family Nutrient Sufficiency (Case: in Aceh Tengah and Bener Meriah Regency) |
| 35 | Manova for Comparing Public, Private, and Islamic Elementary School which are the most Interesting (Case: Elementary School in Eastern Banda Aceh) |
| 36 | Technic of Non-parametric Bootstrap Percentile for estimation of Regression Parameter Confidence Interval in Simulation Data |
| 37 | Analysis of Sub District Government Service Level in West Aceh Regency |
| 38 | Application of Cluster Analysis in Classification of Tourist Destinations in Sabang |
| 39 | Identification of Nutrition Status based on Body Mass Index (BMI) for Acehnese Population after Tsunami |
| 40 | Corespondence Analysis in the Five Sectors of Public Services (Case: West Aceh Regency) |
| 41 | Identification of Profer Consumed Food of Households in Aceh Besar: Case of Household Members Aged 20 to 59 years |
| 42 | Optimal Point Identification in Levels of Box-Bhenken Design |
| 43 | Optimal Point Identification in Levels of Least Compound Design |
| 44 | Goal Programming to identify Combination of Food Quantity |
| 1 | Metode Statistika dengan Perangkat Lunak Excel dan Statistika dalam Bidang Gizi, Pangan, Kedokteran, Kesehatan, Farmasi, Pertanian, Sosial, Ekonomi dan Lain-lain |
| 2 | Regresi dan korelasi dengan aplikasi SAS, SPSS, dan Minitab dalam bidang: gizi, pangan, kesehatan, pertanian dan lain-lain |
| 3 | Tantangan SMK Aceh di Era Global |
| 1 | Fusarium C4.2 |
| 2 | Optimasi Model Random Vector Functional Link (RVFL) Networkuntuk Prediksi Tinggi Air DAS Krueng Peusangan |
| 3 | A Spatio-Temporal Panel Data Model for Coronavirus Deaths: Evidence from Europe |
| 4 | Regresi Dan Korelasi Dengan Aplikasi SAS, SPSS, Dan Minitab Dalam Bidang: Gizi, Pangan, Kesehatan, Pertanian, Dan Lain-lain |
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Achievements and recognitions will appear here
| 1 | Overseas Non Degree Training. Application genetics algorithm to goal programming |