Dr MUHAMMAD SUBIANTO, S.Si, M.Si
S2 - Kecerdasan Buatan
SINTA Score Overall
1.126
SINTA Score 3Year
360
Affiliation Score Overall
1.586.960.000
Affiliation Score 3Year
686.009.984
Authors Publication
Database Author
| Scopus | WOS | Garuda | GS | |
|---|---|---|---|---|
| Article | 0 | 13 | 35 | 70 |
| Citation | 0 | 30 | 0 | 576 |
| Cited Document | 14 | 7 | 0 | 36 |
| H-Index | 8 | 3 | 0 | 13 |
| i10-Index | 2 | 0 | 0 | 7 |
| G-Index | 1 | 0 | 0 | 1 |
List of Articles
| No | Title | Publication | Date | Type | URL | |
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| 1 | Application of Fuzzy Support Vector Regression to Predict the Kovats Retention Indices of Flavors and Fragrances | Proceedings of the International Conference on Electrical Engineering and Informatics | 1 January 2022 | Conference Proceedin |
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| 2 | Preliminary evaluation of chemical component in the 2004 indian ocean giant tsunami impacted soil using a Co2Laser Induced Breakdown Spectroscopy (LIBS) | Journal of Physics Conference Series | 8 March 2021 | Conference Proceedin |
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| 3 | An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making | Applied Computational Intelligence and Soft Computing | 1 January 2021 | Journal |
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| 4 | Isolation, Identification, and Critical Points of Risk of Escherichia coli O157:H7 Contamination at Aceh Cattle Breeding Centre | E3s Web of Conferences | 14 February 2020 | Conference Proceedin |
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| 5 | Recognizing Indonesian acronym and expansion pairs with supervised learning and mapreduce | Information Switzerland | 1 April 2020 | Journal |
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| 6 | Interactive statistics learning with RWikiStat | Icnit 2010 2010 International Conference on Networking and Information Technology | 20 August 2010 | Conference Proceedin |
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| 7 | Implementing Item Response Theory (IRT) Method in Quiz Assessment System | TEM Journal | 1 February 2022 | Journal |
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| 8 | Development of Aceh biodiversity information system | Journal of Physics Conference Series | 13 May 2021 | Conference Proceedin |
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| 9 | Multiple Criteria Decision Making Based on VIKOR for Productive Economic Endeavors Distribution Problem | 2021 6th International Conference on Informatics and Computing Icic 2021 | 1 January 2021 | Conference Proceedin |
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| 10 | First-grade junior high school students' mathematical connection ability | Journal of Physics Conference Series | 3 March 2020 | Conference Proceedin |
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| 11 | Students' worksheet on circular cylinder topic using GeoGebra software through Discovery Learning model | Journal of Physics Conference Series | 3 March 2020 | Conference Proceedin |
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| 12 | Development of student worksheet to improve mathematical representation ability using realistic mathematics approach assisted by GeoGebra software | Journal of Physics Conference Series | 3 March 2020 | Conference Proceedin |
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| 13 | The application of problem-based learning model to improve students' mathematical reasoning skills | International Journal of Scientific and Technology Research | 1 March 2020 | Journal |
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| 14 | Development of Learning Tool with Contextual Teaching and Learning (CTL) Approach to Improve Student Mathematical Connection Ability | Journal of Physics Conference Series | 1 January 2018 | Conference Proceedin |
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| 15 | Markas C: An E-Learning Media for Introductory Programming | Proceedings 2nd 2018 International Conference on Electrical Engineering and Informatics Iceltics 201 | 27 November 2018 | Conference Proceedin |
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| 16 | A web-based agricultural commodity price information system for Aceh region, Indonesia | Proceedings 2016 12th International Conference on Mathematics Statistics and their Applications Icms | 20 June 2017 | Conference Proceedin |
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| 17 | An Android agricultural commodity price information application by utilizing RESTful web service | Proceedings 2017 International Conference on Electrical Engineering and Informatics Advancing Knowle | 1 July 2017 | Conference Proceedin |
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| 18 | Periodic update and automatic extraction of web data for creating a Google Earth based tool | Icacsis 2015 2015 International Conference on Advanced Computer Science and Information Systems Proc | 19 February 2016 | Conference Proceedin |
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| 19 | Visualizing Irrelevant Attributes Classification Using Mosaicplot | Proceedings 2015 3rd International Symposium on Computational and Business Intelligence Iscbi 2015 | 14 January 2016 | Conference Proceedin |
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| 20 | Determining features of web documents and building a web classifier using support vector machine | Advances in Information Sciences and Service Sciences | 1 November 2011 | Journal |
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| 21 | Understanding discrete classifiers with a case study in gene prediction | Proceedings IEEE International Conference on Data Mining Icdm | 1 Desember 2007 | Conference Proceedin |
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| 22 | Instability of classifiers on categorical data | Proceedings IEEE International Conference on Data Mining Icdm | 1 Desember 2005 | Conference Proceedin |
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| 23 | Utilizing Multi-Arm Bandit and Partitioning Around Medoids for Clustering Food Security Conditions in Sumatra Island | Statistics Optimization and Information Computing | 26 September 2025 | Journal |
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| 24 | Interpretable machine learning approach to predict Hepatitis C virus NS5B inhibitor activity using voting-based LightGBM and SHAP | Intelligent Systems with Applications | 1 March 2025 | Journal |
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| 25 | Analysis of organic egg authenticity determination using laser-induced breakdown spectroscopy (LIBS) assisted by artificial neural networks (ANN) | Iop Conference Series Earth and Environmental Science | 1 January 2025 | Conference Proceedin |
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| 26 | Predicting stunting incidence in Pidie, Indonesia using SEM-PLS and GIS: A multilevel analysis of determinants | International Journal of Advanced and Applied Sciences | 1 August 2025 | Journal |
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| 27 | Psoriasis severity assessment: Optimizing diagnostic models with deep learning | Narra J | 1 Desember 2024 | Journal |
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| 28 | Emotion Classification for the 2024 General Election Using Lexicon Approach and Deep Learning Algorithm | Proceedings of the International Conference on Electrical Engineering and Informatics | 1 January 2024 | Conference Proceedin |
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| 29 | The Deep Learning-based Intelligent System for Extracting Information from e-KTP | 2024 2nd International Conference on Software Engineering and Information Technology Icoseit 2024 | 1 January 2024 | Conference Proceedin |
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| 30 | Enhanced Prediction of Atopic Dermatitis Severity Using Advanced Machine Learning Techniques | Proceedings of the International Conference on Electrical Engineering and Informatics | 1 January 2024 | Conference Proceedin |
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| 31 | Evaluation of atopic dermatitis severity using artificial intelligence | Narra J | 1 Desember 2023 | Journal |
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| 32 | QSAR-Based Stacked Ensemble Classifier for Hepatitis C NS5B Inhibitor Prediction | Proceeding 2023 2nd International Conference on Computer System Information Technology and Electrica | 1 January 2023 | Conference Proceedin |
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| 33 | Design and Development of the Aceh Biodiversity Android Application | 2023 8th International Conference on Informatics and Computing Icic 2023 | 1 January 2023 | Conference Proceedin |
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| 34 | Performance Analysis and Feature Extraction for Classifying the Severity of Atopic Dermatitis Diseases | Proceeding 2023 2nd International Conference on Computer System Information Technology and Electrica | 1 January 2023 | Conference Proceedin |
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| No | Title | Publication | Date | Type | url | |
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| 1 | An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making | APPLIED COMPUTATIONAL INTELLIGENCE AND SOFT COMPUTING | OCT 15 2021 | Journal |
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| 2 | Recognizing Indonesian Acronym and Expansion Pairs with Supervised Learning and MapReduce | INFORMATION | APR 2020 | Journal |
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| 3 | Interactive Statistics Learning with RWikiStat | 2010 INTERNATIONAL CONFERENCE ON NETWORKING AND INFORMATION TECHNOLOGY (ICNIT 2010) | 2010 | Book in series |
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| 4 | Implementing Item Response Theory (IRT) Method in Quiz Assessment System | TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS | FEB 2022 | Journal |
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| 5 | Isolation, Identification, and Critical Points of Risk of <i>Escherichia coli</i> O157:H7 Contamination at Aceh Cattle Breeding Centre | 1ST INTERNATIONAL CONFERENCE ON VETERINARY, ANIMAL, AND ENVIRONMENTAL SCIENCES (ICVAES 2019) | 2020 | Book in series |
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| 6 | Markas C: An E-Learning Media for Introductory Programming | 2018 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS) | 2018 | Book in series |
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| 7 | An Android Agricultural Commodity Price Information Application by Utilizing RESTful Web Service | 2017 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS) | 2017 | Book in series |
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| 8 | A Web-based Agricultural Commodity Price Information System for Aceh Region, Indonesia | 2016 12TH INTERNATIONAL CONFERENCE ON MATHEMATICS, STATISTICS, AND THEIR APPLICATIONS (ICMSA) | 2016 | Book |
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| 9 | Periodic Update and Automatic Extraction of Web Data for Creating a Google Earth Based Tool | 2015 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND INFORMATION SYSTEMS (ICACSIS) | 2015 | Book in series |
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| 10 | Visualizing Irrelevant Attributes Classification using Mosaicplot | 2015 3RD INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL AND BUSINESS INTELLIGENCE (ISCBI 2015) | 2015 | Book |
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| 11 | Understanding Discrete Classifiers with a case study in gene prediction | ICDM 2007: PROCEEDINGS OF THE SEVENTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING | 2007 | Book in series |
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| 12 | Instability of classifiers on categorical data | Fifth IEEE International Conference on Data Mining, Proceedings | 2005 | Book |
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| 13 | Optimization of Biocomposite Film Based on Whey Protein Isolate and Nanocrystalline Cellulose from Pineapple Crown Leaf Using Response Surface Methodology | POLYMERS | AUG 2022 | Journal |
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| 14 | Interpretable machine learning approach to predict Hepatitis C virus NS5B inhibitor activity using voting-based LightGBM and SHAP | INTELLIGENT SYSTEMS WITH APPLICATIONS | MAR 2025 | Journal |
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| No | Title | Publisher | Source | Date | url | |
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| 1 | Evaluasi Kinerja Sistem Informasi Akademik Menggunakan IT Balanced Scorecard Pada Universitas Serambi Mekkah Banda Aceh | Universitas PGRI Semarang | Jurnal Informatika Upgris | 7 July 2018 |
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| 2 | Peramalam Model ARFIMA-GPH dan Intervensi Multi Input pada Indeks Harga Perdagangan Besar Indonesia | Hasanuddin University | ESTIMASI: Journal of Statistics and Its Application | 2 July 2022 |
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| 3 | PERBANDINGAN NILAI AKURASI PERAMALAN MODEL TERBAIK ARFIMA-GPH DAN INTERVENSI MULTI INPUT DALAM PERAMALAN IHPBI | Department Statistics, Faculty Mathematics and Natural Science, UNIMUS | Jurnal Statistika Universitas Muhammadiyah Semarang | 29 April 2022 |
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| 4 | PEMILIHAN MODEL ARFIMA-GPH DAN INTERVENSI MULTI INPUT PADA INDEKS HARGA PERDAGANGAN BESAR INDONESIA | Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro | Jurnal Gaussian | 28 August 2022 |
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| 5 | PENGEMBANGAN PERANGKAT PEMBELAJARAN PROBLEM BASED LEARNING BERBANTUAN SOFTWARE GEOGEBRA DI SMP | Program Studi Pendidikan Matematika, STKIP Bina Bangsa Getsempena | Jurnal Numeracy | 30 April 2020 |
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| 6 | DEVELOPMENT OF STRAIGHT LINE EQUATION MODULE BASED ON GUIDED INQUIRY LEARNING TO IMPROVE THE MATHEMATICAL CONNECTION ABILITY OF MIDDLE SCHOOL STUDENTS | Jurusan Tadris Matematika IAIN Syekh Nurjati Cirebon | Eduma : Mathematics Education Learning and Teaching | 30 July 2019 |
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| 7 | Proses berpikir kritis matematis siswa sekolah menengah pertama melalui discovery learning | Program Studi Pendidikan Matematika Program Pascasarjan Universitas Negeri Yogyakarta | Jurnal Riset Pendidikan Matematika | 29 May 2019 |
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| 8 | Hasil Belajar Geometri Siswa SMP dengan Menerapkan PembelajaranBerbasis E-learning | Universitas Syiah Kuala | Jurnal Peluang | 5 July 2019 |
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| 9 | Effectiveness of Tangent Equation Curve Learning through GeoGebra Software Assisted Module to Improve Student’s Creative Mathematical Thinking Skills | Universitas Malikussaleh | International Journal for Educational and Vocational Studies | 5 February 2020 |
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| 10 | Effectiveness of Tangent Equation Curve Learning through GeoGebra Software Assisted Module to Improve Students Creative Mathematical Thinking Skills | Universitas Malikussaleh | International Journal for Educational and Vocational Studies | 5 February 2020 |
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| 11 | Kemampuan Berpikir Kreatif Siswa SMP melalui Model Problem Based Learning | Universitas Syiah Kuala | Didaktik Matematika | 1 June 2018 |
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| 12 | Mathematical Reasoning Abilities of Students through a Model of Discovery Learning in Senior High School | Proceedings of AICS - Social Sciences | Proceedings of AICS - Social Sciences | 31 Desember 2018 |
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| 13 | TEACHING MEDIA DEVELOPMENT OF MATHEMATIC IN THE MATERIALS TRIGONOMETRY SUM AND TWO ANGLES DIFFERENCE BY USING GUI MATLAB | Universitas Syiah Kuala | Jurnal Natural | 4 September 2017 |
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| 14 | MATH INSTRUCTIONAL MEDIA DESIGN USING COMPUTER FOR COMPLETION OF TWO-VARIABLES LINEAR EQUATION SYSTEM BY ELIMINATION METHOD* | Universitas Syiah Kuala | Jurnal Natural | 26 January 2017 |
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| 15 | PERANCANGAN MEDIA PEMBELAJARAN APLIKASI FISIKAPADA POKOK BAHASAN FLUIDA STATIS UNTUK SISWA SMA BERBASIS ANDROID | Universitas Syiah Kuala | Jurnal Pendidikan Sains Indonesia | 23 May 2017 |
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| 16 | PENGEMBANGAN SOAL MATEMATIKA SETARA PISA PADA KONTEN SHAPE AND SPACE DAN CHANGE AND RELATIONSHIP UNTUK SISWA SMP | Faculty of Mathematics and Science Education, Universitas Pendidikan Indonesia | Jurnal Pengajaran Matematika dan Ilmu Pengetahuan Alam | 1 April 2014 |
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| 17 | PENGEMBANGAN SOAL MATEMATIKA SETARA PISA PADA KONTEN SHAPE AND SPACE DAN CHANGE AND RELATIONSHIP UNTUK SISWA SMP | Faculty of Mathematics and Science Education, Universitas Pendidikan Indonesia | Jurnal Pengajaran MIPA | 30 April 2014 |
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| 18 | Perbandingan Metode Partial Least Square (PLS) dengan Regresi Komponen Utama untuk Mengatasi Multikolinearitas | Program Studi Statistika Unisba | STATISTIKA: Forum Teori dan Aplikasi Statistika | 14 October 2012 |
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| 19 | PERBANDINGAN MODEL KALIBRASI BERBASIS PLASMA-ACTIVATED WATER MENGGUNAKAN PRINCIPAL COMPONENT REGRESSION DAN PARTIAL LEAST SQUARE REGRESSION DALAM R | Universitas Bhinneka PGRI | JP2M (Jurnal Pendidikan dan Pembelajaran Matematika) | 1 March 2025 |
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| 20 | Unpacking research on computational thinking in mathematics education: A systematic literature review | Universitas Hamzanwadi | Jurnal Elemen | 31 May 2025 |
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| 21 | Hybrid Ensemble Learning with SMOTEENN and Soft Voting for Stunting Risk Prediction: A SHAP-Based Explainable Approach | Bright Publisher | Journal of Applied Data Sciences | 22 October 2025 |
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| 22 | A Convolutional Neural Network Model for Mushroom Toxicity Recognition | Heca Sentra Analitika | Infolitika Journal of Data Science | 30 November 2025 |
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| 23 | Design and Development of Website and Android-Based Aceh Biodiversity Applications | Postgraduate, University of Mataram | Jurnal Penelitian Pendidikan IPA | 25 April 2025 |
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| 24 | Artificial Neural Network–Particle Swarm Optimization Approach for Predictive Modeling of Kovats Retention Index in Essential Oils | Heca Sentra Analitika | Infolitika Journal of Data Science | 14 November 2024 |
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| 25 | Psoriasis severity assessment: Optimizing diagnostic models with deep learning | Narra Sains Indonesia | Narra J | 19 Desember 2024 |
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| 26 | Identification and Analysis of Potential Breast Anticancer Agents in Pogostemon Cablin through Network Pharmacology | Postgraduate, University of Mataram | Jurnal Penelitian Pendidikan IPA | 25 August 2024 |
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| 27 | Evaluation of Gradient Boosted Classifier in Atopic Dermatitis Severity Score Classification | Heca Sentra Analitika | Heca Journal of Applied Sciences | 23 September 2023 |
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| 28 | Digital Transformations in Vocational High School: A Case Study of Management Information System Implementation in Banda Aceh, Indonesia | Heca Sentra Analitika | Journal of Educational Management and Learning | 27 November 2023 |
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| 29 | Application of SHAP on CatBoost classification for identification of variabels characterizing food insecurity occurrences in Aceh Province households | Universitas Syiah Kuala | Jurnal Natural | 31 October 2023 |
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| 30 | Penerapan Aplikasi-Aplikasi Microsoft Office dan Google Docs dalam Upaya Peningkatan Media Pembelajaran di Madrasah Aliyah Negeri 5 Bireuen | Universitas Syiah Kuala | PESARE: Jurnal Pengabdian Sains dan Rekayasa | 17 October 2023 |
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| 31 | Evaluation of atopic dermatitis severity using artificial intelligence | Narra Sains Indonesia | Narra J | 29 Desember 2023 |
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| 32 | Mathematical Connection Ability through the Application of the AIR (Auditory Intellectualy Repetition) Learning Model Assisted by Geogebra Software | Lafadz Jaya Publisher | International Journal of Education and Digital Learning (IJEDL) | 20 June 2023 |
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| 33 | Mathematical Connection Ability through the Application of the AIR (Auditory Intellectualy Repetition) Learning Model Assisted by Geogebra Software | Lafadz Jaya Publisher | International Journal of Education and Digital Learning (IJEDL) | 20 June 2023 |
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| 34 | Kemampuan Berpikir Kreatif Siswa SMP melalui Model Problem Based Learning | Universitas Syiah Kuala | Didaktik Matematika | 1 June 2018 |
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| 35 | MATH INSTRUCTIONAL MEDIA DESIGN USING COMPUTER FOR COMPLETION OF TWO-VARIABLES LINEAR EQUATION SYSTEM BY ELIMINATION METHOD* | Universitas Syiah Kuala | Jurnal Natural | 26 January 2017 |
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| 36 | TEACHING MEDIA DEVELOPMENT OF MATHEMATIC IN THE MATERIALS TRIGONOMETRY SUM AND TWO ANGLES DIFFERENCE BY USING GUI MATLAB | Universitas Syiah Kuala | Jurnal Natural | 4 September 2017 |
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| 37 | PERANCANGAN MEDIA PEMBELAJARAN APLIKASI FISIKAPADA POKOK BAHASAN FLUIDA STATIS UNTUK SISWA SMA BERBASIS ANDROID | Universitas Syiah Kuala | Jurnal Pendidikan Sains Indonesia | 23 May 2017 |
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| No | Title | Publication | Year | url | |
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| 1 | Determinan stunting pada anak balita di kabupaten Pidie, Aceh, Indonesia | Intisari Sains Medis 14 (1), 452-460, 2023 | 2023 |
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| 2 | Mathematical Connection Ability through the Application of the AIR (Auditory Intellectualy Repetition) Learning Model Assisted by Geogebra Software | International Journal of Education and Digital Learning (IJEDL) 1 (4), 127-132, 2023 | 2023 |
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| 3 | Implementing Item Response Theory (IRT) Method in Quiz Assessment System | 2022 |
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| 4 | Pemilihan Model ARFIMA-GPH dan Intervensi Multi Input pada Indeks Harga Perdagangan Besar Indonesia | Jurnal Gaussian 11 (2), 163-172, 2022 | 2022 |
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| 5 | Peramalam Model ARFIMA-GPH dan Intervensi Multi Input pada Indeks Harga Perdagangan Besar Indonesia | ESTIMASI: Journal of Statistics and Its Application, 109-119, 2022 | 2022 |
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| 6 | PERBANDINGAN NILAI AKURASI PERAMALAN MODEL TERBAIK ARFIMA-GPH DAN INTERVENSI MULTI INPUT DALAM PERAMALAN IHPBI | Jurnal Statistika Universitas Muhammadiyah Semarang 10 (1), 1-6, 2022 | 2022 |
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| 7 | Application of fuzzy support vector regression to predict the kovats retention indices of flavors and fragrances | 2022 International Conference on Electrical Engineering and Informatics …, 2022 | 2022 |
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| 8 | Implementing item response theory (irt) method in quiz assessment system. | TEM Journal 11 (1), 2022 | 2022 |
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| 9 | Preliminary evaluation of chemical component in the 2004 indian ocean giant tsunami impacted soil using a Co2 Laser Induced Breakdown Spectroscopy (LIBS) | Journal of Physics: Conference Series 1816 (1), 012035, 2021 | 2021 |
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| 10 | Development of Aceh biodiversity information system | Journal of Physics: Conference Series 1882 (1), 012138, 2021 | 2021 |
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| 11 | The Digital Game’s Impact on Student’s Interaction Related to Sociomathematical Norms: A Systematic Literature Review | International Journal of Sciences: Basic and Applied Research (IJSBAR) 58 (2 …, 2021 | 2021 |
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| 12 | An improved EDAS method based on bipolar neutrosophic set and its application in group decision-making | Applied Computational Intelligence and Soft Computing 2021, 1-16, 2021 | 2021 |
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| 13 | Multiple criteria decision making based on VIKOR for productive economic endeavors distribution problem | 2021 sixth international conference on informatics and computing (ICIC), 1-6, 2021 | 2021 |
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| 14 | Research Article An Improved EDAS Method Based on Bipolar Neutrosophic Set and Its Application in Group Decision-Making | 2021 |
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| 15 | Effectiveness of Tangent Equation Curve Learning through GeoGebra Software Assisted Module to Improve Student’s Creative Mathematical Thinking Skills | International Journal for Educational and Vocational Studies 1 (8), 2020 | 2020 |
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| 16 | Isolation, identification, and critical points of risk of Escherichia coli O157: H7 contamination at Aceh Cattle Breeding Centre | E3S Web of Conferences 151, 01021, 2020 | 2020 |
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| 17 | Students’ worksheet on circular cylinder topic using GeoGebra software through Discovery Learning model | Journal of Physics: Conference Series 1460 (1), 012038, 2020 | 2020 |
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| 18 | Development of student worksheet to improve mathematical representation ability using realistic mathematics approach assisted by GeoGebra software | Journal of Physics: Conference Series 1460 (1), 012041, 2020 | 2020 |
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| 19 | Recognizing Indonesian acronym and expansion pairs with supervised learning and mapreduce | Information 11 (4), 210, 2020 | 2020 |
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| 20 | Pengembangan Perangkat Pembelajaran Problem Based Learning Berbantuan Software Geogebra di SMP | Numeracy 7 (1), 109-122, 2020 | 2020 |
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| 21 | Character of Students in Mathematical Learning Through Discovery Learning Model | International Journal of Academic Research in Business and Social Sciences …, 2020 | 2020 |
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| 22 | Hasil Belajar Geometri Siswa SMP dengan Menerapkan Pembelajaran Berbasis E-learning | Jurnal Peluang 7 (1), 185-192, 2019 | 2019 |
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| 23 | DEVELOPMENT OF STRAIGHT LINE EQUATION MODULES TO IMPROVE STUDENTS'MATHEMATICAL CONNECTION ABILITY THROUGH MIDDLE SCHOOL INQUIRY LEARNING | Eduma: Mathematics Education Learning and Teaching 8 (1) | 2019 |
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| 24 | DEVELOPMENT OF STRAIGHT LINE EQUATION MODULE BASED ON GUIDED INQUIRY LEARNING TO IMPROVE THE MATHEMATICAL CONNECTION ABILITY OF MIDDLE SCHOOL STUDENTS | EduMa: Mathematics education learning and teaching 8 (1), 1-10, 2019 | 2019 |
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| 25 | Proses berpikir kritis matematis siswa sekolah menengah pertama melalui discovery learning | Jurnal Riset Pendidikan Matematika 6 (1), 99-117, 2019 | 2019 |
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| 26 | Pengembangan Kawasan Riverfront di Sungai Banjir Kanal Timur Kota Semarang dengan Konsep Eco-Riverwalk Village (Studi Kasus: Kelurahan Mlatiharjo, Kecamatan Semarang Timur) | Ruang 5 (2), 104-113, 2019 | 2019 |
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| 27 | Evaluasi Kinerja Sistem Informasi Akademik Menggunakan IT Balanced Scorecard Pada Universitas Serambi Mekkah Banda Aceh | Jurnal Informatika Upgris 4 (1), 2018 | 2018 |
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| 28 | Kemampuan Berpikir Kreatif Siswa SMP melalui Model Problem Based Learning | Jurnal Didaktik Matematika 5 (1), 27-39, 2018 | 2018 |
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| 29 | Pola peminjaman buku di perpustakaan Universitas Syiah Kuala menggunakan Algoritma Eclat | Berkala Ilmu Perpustakaan dan Informasi 14 (1), 35-44, 2018 | 2018 |
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| 30 | Markas C: An E-Learning Media for Introductory Programming | 2018 International Conference on Electrical Engineering and Informatics …, 2018 | 2018 |
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| 31 | Development of Learning Tool with Contextual Teaching and Learning (CTL) Approach to Improve Student Mathematical Connection Ability | Journal of Physics: Conference Series 1088 (1), 012012, 2018 | 2018 |
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| 32 | Mathematical reasoning abilities of students through a model of discovery learning in senior high school | Proceedings of AICS-Social Sciences 8, 123-132, 2018 | 2018 |
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| 33 | Pengukuran Kinerja Sistem Informasi pada Universitas Serambi Mekkah Menggunakan Metode IT Balanced Scorecard | Inotera 2 (2), 36-41, 2018 | 2018 |
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| 34 | Math instructional media design using computer for completion of two-variables linear equation system by elimination method | Jurnal Natural Unsyiah 17 (1), 1-7, 2017 | 2017 |
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| 35 | Teaching media development of mathematic in the materials trigonometry sum and two angles difference by using GUI Matlab | Jurnal Natural 17 (2), 69-76, 2017 | 2017 |
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| 36 | An Android agricultural commodity price information application by utilizing RESTful web service | 2017 International Conference on Electrical Engineering and Informatics …, 2017 | 2017 |
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| 37 | 2016 12th International Conference on Mathematics, Statistics, and Their Applications (ICMSA), Banda Aceh, Indonesia | 2016 |
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| 38 | A web-based agricultural commodity price information system for Aceh region, Indonesia | 2016 12th International Conference on Mathematics, Statistics, and Their …, 2016 | 2016 |
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| 39 | Perancangan Media Pembelajaran Aplikasi Fisikapada Pokok Bahasan Fluida Statis Untuk Siswa Sma Berbasis Android | Jurnal Pendidikan Sains Indonesia 4 (2), 20-24, 2016 | 2016 |
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| 40 | Visualizing Irrelevant Attributes Classification Using Mosaicplot | 2015 3rd International Symposium on Computational and Business Intelligence …, 2015 | 2015 |
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| 41 | Periodic update and automatic extraction of web data for creating a Google Earth based tool | 2015 International Conference on Advanced Computer Science and Information …, 2015 | 2015 |
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| 42 | Pengembangan Soal Matematika Setara Pisa Pada Konten Shape And Space Dan Change And Relationship Untuk Siswa SMP | Jurnal Pengajaran Matematika dan Ilmu Pengetahuan Alam 19 (1), 29-39, 2014 | 2014 |
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| 43 | Phylogenetic Analysis of Dipterocarpaceae Using Neighborjoining Algorithm | Proceedings of International Conference on Natural and Environmental Science …, 2014 | 2014 |
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| 44 | Perbandingan Metode Fuzzy C-Means (Fcm) Dan Fuzzy Gustafson-Kessel (Fgk) Menggunakan Data Citra Satelit Quickbird | Matematika, 01-05, 2013 | 2013 |
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| 45 | Perbandingan Metode Fuzzy C-Means (FCM) dan Fuzzy C-Shell (FCS) Menggunakan Data Citra Satelit Quickbird (Studi Kasus Daerah Peukan Bada, Aceh Besar) | Seminar dan Rapat Tahunan (SEMIRATA) Bidang Ilmu MIPA Badan Kerjasama …, 2012 | 2012 |
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| 46 | Perbandingan metode partial least square (pls) dengan regresi komponen utama untuk mengatasi multikolinearitas | Statistika 12 (1), 33-42, 2012 | 2012 |
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| 47 | RWikiStat 2.0: a Web Based Statistical Learning System (日本計算機統計学会第 26 回シンポジウム (2012 IASC-ARS セッショӥ | 日本計算機統計学会シンポジウム論文集, 149-151 | 2012 |
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| 48 | RWikiStat 2.0: a Web Based Statistical Learning System (Session 1B (IASC-ARS)) | Proceedings of the symposium of Japanese Society of Computational Statistics …, 2012 | 2012 |
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| 49 | Determining Features of Web Documents and Building a Web Classifier using Support Vector Machine | Advances in Information Sciences and Service Sciences 3 (10), 401 - 408, 2011 | 2011 |
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| 50 | Interactive statistics learning with RWikiStat | 2010 International Conference on Networking and Information Technology, 557-559, 2010 | 2010 |
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| 51 | Understanding classification | Utrecht University, 2009 | 2009 |
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| 52 | Understanding discrete classifiers with a case study in gene prediction | Seventh IEEE International Conference on Data Mining (ICDM 2007), 661-666, 2007 | 2007 |
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| 53 | Instability of classifiers on categorical data | Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005 | 2005 |
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| 54 | Visualizing the Classification of Categorical Data | SIREN 2005, the Scientific ICT Research Event Netherlands. 6th October 2005, 2005 | 2005 |
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| 55 | Mosaic plot: Metoda Grafik Untuk Visualisasi Data Kategorik (Mosaic Plot: Graphical Method for Visualizing Catgorical Data) |
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| 56 | PERBANDINGAN METODE FUZZY C-MEANS (FCM) DAN FUZZY C-SHELL (FCS) MENGGUNAKAN DATA CITRA SATELIT QUICKBIRD (STUDI KASUS DAERAH... |
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| 57 | Pengukuran Kinerja Sistem Informasi pada Universitas Serambi Mekkah Menggunakan Metode IT Balanced Scorecard | Inotera 2 (2), 36-41 |
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| 58 | TECHNICAL PROGRAM COMMITTEE (TPC) MEMBER |
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| 59 | General Co-Chair |
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| 60 | TECHNICAL PROGRAM COMMITTEE (TPC) MEMBER |
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| 61 | 2016 12th International Conference on Mathematics, Statistics, and Their Applications (ICMSA), Banda Aceh, Indonesia |
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| 62 | Mosaic plot: Metoda Grafik Untuk Visualisasi Data Kategorik (Mosaic Plot: Graphical Method for Visualizing Catgorical Data) |
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| 63 | PERBANDINGAN METODE FUZZY C-MEANS (FCM) DAN FUZZY GUSTAFSON-KESSEL (FGK) MENGGUNAKAN DATA CITRA SATELIT QUICKBIRD |
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| 64 | Interpretable machine learning approach to predict Hepatitis C virus NS5B inhibitor activity using voting-based LightGBM and SHAP | Intelligent Systems with Applications 25, 200481, 2025 | 2025 |
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| 65 | Design and Development of Website and Android-Based Aceh Biodiversity Applications | Jurnal Penelitian Pendidikan IPA 11 (4), 68-80, 2025 | 2025 |
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| 66 | PERBANDINGAN MODEL KALIBRASI BERBASIS PLASMA-ACTIVATED WATER MENGGUNAKAN PRINCIPAL COMPONENT REGRESSION DAN PARTIAL LEAST SQUARE REGRESSION DALAM R | JP2M (Jurnal Pendidikan dan Pembelajaran Matematika) 11 (1), 11-26, 2025 | 2025 |
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| 67 | Unpacking research on computational thinking in mathematics education: A systematic literature review | Jurnal Elemen 11 (2), 447-467, 2025 | 2025 |
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| 68 | Utilizing Multi-Arm Bandit and Partitioning Around Medoids for Clustering Food Security Conditions in Sumatra Island | Statistics, Optimization & Information Computing 14 (4), 1693-1702, 2025 | 2025 |
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| 69 | Analysis of organic egg authenticity determination using laser-induced breakdown spectroscopy (LIBS) assisted by artificial neural networks (ANN) | IOP Conference Series: Earth and Environmental Science 1510 (1), 012088, 2025 | 2025 |
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| 70 | Hybrid ensemble learning with SMOTEENN and soft voting for stunting risk prediction: A SHAP-based explainable approach | Journal of Applied Data Sciences 6 (4), 2989-3004, 2025 | 2025 |
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| 71 | The Deep Learning-based Intelligent System for Extracting Information from e-KTP | 2024 2nd International Conference on Software Engineering and Information …, 2024 | 2024 |
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| 72 | Identification and analysis of potential breast anticancer agents in Pogostemon cablin through network pharmacology | Jurnal Penelitian Pendidikan IPA 10 (SpecialIssue), 107-119, 2024 | 2024 |
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| 73 | Artificial Neural Network–Particle Swarm Optimization Approach for Predictive Modeling of Kovats Retention Index in Essential Oils | Infolitika Journal of Data Science 2 (2), 45-52, 2024 | 2024 |
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| 74 | Psoriasis severity assessment: Optimizing diagnostic models with deep learning | Narra J 4 (3), e1512, 2024 | 2024 |
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| 75 | Enhanced prediction of atopic dermatitis severity using advanced machine learning techniques | 2024 International Conference on Electrical Engineering and Informatics …, 2024 | 2024 |
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| 76 | Emotion Classification for the 2024 General Election Using Lexicon Approach and Deep Learning Algorithm | 2024 International Conference on Electrical Engineering and Informatics …, 2024 | 2024 |
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| 77 | Performance analysis and feature extraction for classifying the severity of atopic dermatitis diseases | 2023 2nd International Conference on Computer System, Information Technology …, 2023 | 2023 |
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| 78 | QSAR-based stacked ensemble classifier for hepatitis C NS5B inhibitor prediction | 2023 2nd International Conference on Computer System, Information Technology …, 2023 | 2023 |
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| 79 | Evaluation of gradient boosted classifier in atopic dermatitis severity score classification | Heca Journal of Applied Sciences 1 (2), 54-61, 2023 | 2023 |
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| 80 | APLIKASI BRAIN-GYM (SENAM OTAK) UNTUK MENGATASI PROBLEM BELAJAR ANAK BERBASIS MOBILE ANDROID | JUKOMIKA (Jurnal Ilmu Komputer dan Informatika) 6 (1), 12-17, 2023 | 2023 |
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| 81 | Penerapan Aplikasi-Aplikasi Microsoft Office dan Google Docs dalam Upaya Peningkatan Media Pembelajaran di Madrasah Aliyah Negeri 5 Bireuen | PESARE: Jurnal Pengabdian Sains dan Rekayasa 1 (1), 106-115, 2023 | 2023 |
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| 82 | 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 |
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| 83 | Digital transformations in vocational high school: A case study of management information system implementation in Banda Aceh, Indonesia | Journal of Educational Management and Learning 1 (2), 48-54, 2023 | 2023 |
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| 84 | Evaluation of atopic dermatitis severity using artificial intelligence | Narra J 3 (3), e511, 2023 | 2023 |
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| 85 | Design and Development of the Aceh Biodiversity Android Application | 2023 Eighth International Conference on Informatics and Computing (ICIC), 1-6, 2023 | 2023 |
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| 86 | An improved EDAS method based on bipolar neutrosophic set and its application in group decision‐making | Applied Computational Intelligence and Soft Computing 2021 (1), 1474629, 2021 | 2021 |
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| 87 | Dampak TRansportasi Berbasis Aplikasi terhadap penyerapan tenaga kerja di kota semarang | UNIVERSITAS DIPONEGORO, 2019 | 2019 |
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| 88 | Effectiveness of Tangent Equation Curve Learning through GeoGebra Software Assisted Module to Improve Student’s Creative Mathematical Thinking Skills | International Journal for Educational and Vocational Studies 1 (8), 2019 | 2019 |
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| 89 | Effectiveness of Tangent Equation Curve Learning through GeoGebra Software Assisted Module to Improve Students Creative Mathematical Thinking Skills | International Journal for Educational and Vocational Studies 1 (8), 2019 | 2019 |
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| 90 | Dampak Transportasi Daring Terhadap Penyerapan Tenaga Kerja dan Peningkatan Kesejahteraan Di Kota Semarang | UNIVERSITAS DIPONEGORO, 2018 | 2018 |
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| 91 | Pengembangan Soal Matematika Setara PISA Pada Konten Shape and Space dan Change And Relationship Untuk Siswa SMP | Jurnal Pengajaran Matematika dan Ilmu Pengetahuan Alam 19 (1), 29-39, 0 |
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| 92 | Character of Students in Mathematical Learning through Discovery Learning Model |
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| 93 | Rancang Bangun Purwarupa Relai Diferensial Arus Dengan Metode Arus Bias Menggunakan Arduino Uno | Jurnal Karya Ilmiah Teknik Elektro 3 (2), 2018 | 2018 |
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List of Research Works
| No | Title | Focus | Scheme | Year | |
|---|---|---|---|---|---|
| 1 | PEMANFAATAN ARTIFICIAL INTELLIGENCE DAN MACHINE LEARNING UNTUK PREDIKSI PARAMETER RETENSI DALAM KROMATOGRAFI GAS | INDUSTRI, INOVASI, DAN INFRASTRUKTUR | PENELITIAN PROFESOR | 2022 |
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| 2 | Kajian kemampuan teknik LIBS dengan laser CO2 sebagai sumber eksitasi untuk analisa spektrokimia tanah dan potensi aplikasinya untuk identifikasi dan monitoring tanah terdampak bencana tsunami | Kebencanaan | Penelitian Dasar Unggulan Perguruan Tinggi | 2021 |
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| 3 | IMPLEMENTASI ITEM RESPONSE THEORY (IRT) PADA PENILAIAN KUIS OFFLINE BERBASIS DESKTOP | INTEGRASI FOKUS RISET ENERGI - ENERGI BARU DAN TERBARUKAN | PENELITIAN LEKTOR | 2021 |
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| 4 | PENGEMBANGAN BIODIVERSITY INFORMATICS TUMBUHAN KAYU ACEH PADA KAWASAN EKOSISTEM LEUSER | ENERGI BARU DAN TERBARUKAN | PENELITIAN LEKTOR KEPALA | 2020 |
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| 5 | Kajian kemampuan teknik LIBS dengan laser CO2 sebagai sumber eksitasi untuk analisa spektrokimia tanah dan potensi aplikasinya untuk identifikasi dan monitoring tanah terdampak bencana tsunami | Kebencanaan | Penelitian Dasar Unggulan Perguruan Tinggi | 2020 |
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| 6 | Pengembangan aplikasi pembelajaran pemrograman menggunakan metode pemecahan masalah untuk meningkatkan pemahaman dasar pemrograman | Teknologi Informasi dan Komunikasi | Penelitian Terapan | 2019 |
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| 7 | Kajian kemampuan teknik LIBS dengan laser CO2 sebagai sumber eksitasi untuk analisa spektrokimia tanah dan potensi aplikasinya untuk identifikasi dan monitoring tanah terdampak bencana tsunami | Kebencanaan | Penelitian Dasar Unggulan Perguruan Tinggi | 2019 |
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| 8 | RANCANGAN STRATEGI PENGENDALIAN RISIKO ZOONOSIS DAN ANALISIS DAMPAK EKONOMI WABAH INFEKSI BAKTERI ESCHERICHIA COLI O157:H7 PADA SAPI ACEH BERBASIS PERMODELAN KOMPUTER (LANJUTAN) | KESEHATAN DAN OBAT-OBATAN, ENERGI BARU DAN TERBARUKAN | PENELITIAN UNGGULAN UNSYIAH | 2019 |
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| 9 | Pengembangan aplikasi pembelajaran pemrograman menggunakan metode pemecahan masalah untuk meningkatkan pemahaman dasar pemrograman | Teknologi Informasi dan Komunikasi | Penelitian Terapan | 2018 |
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| 10 | PENENTUAN GUNA LAHAN BANDA ACEH MELALUI GRAVITASI SPASIAL DENGAN MODEL OPTIMISASI STOKASTIK | Penelitian Produk Terapan | 2015 |
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| 11 | Visualisasi Ketidakstabilan Klasifikasi dengan Mosaic Plot | Penelitian Dasar Unggulan Perguruan Tinggi | 2015 |
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| 12 | Pengembangan Aplikasi Monitoring Kasus Penyakit Tropis Berbasis Google Earth dari Data Hasil Ekstraksi Secara Otomatis Menggunakan Teknologi Teks Mining | Teknologi Informasi dan Komunikasi | Penelitian Strategis Nasional Institusi | 2014 |
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| 13 | Analisis Dampak Pergeseran Musim pada Prediksi Penentuan Kalender Tanam Padi Dinamis menggunakan AI dan Statistical Machine Learning | Pangan | Penelitian Fundamental - Reguler | 2025 |
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| 14 | PENGGUNAAN PEMBELAJARAN MESIN UNTUK IDENTIFIKASI PEUBAH PENCIRI RUMAH TANGGA RAWAN PANGAN DI PROVINSI ACEH | PANGAN-PERTANIAN,TEKNOLOGI INFORMASI DAN KOMUNIKASI | PENELITIAN LEKTOR KEPALA | 2024 |
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| 15 | PENGEMBANGAN APLIKASI PEMBELAJARAN (RWIKISTAT 4.0) BERBASIS WEBSITE DAN APLIKASI VERSI ANDROID VERSI IOS UNTUK PEMBELAJARAN STATISTIKA | TEKNOLOGI INFORMASI DAN KOMUNIKASI | PENELITIAN PROFESOR | 2024 |
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| 16 | Evaluasi Derajat Keparahan pada Penyakit Kulit Dermatitis Atopik dan Psoriasis Menggunakan Algoritma Kecerdasan Buatan | Kesehatan | Penelitian Fundamental - Reguler | 2024 |
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| 17 | OTOMASI TUNING HYPERPARAMETER DI YOLO (STUDI KASUS: HAMA PENYAKIT DAUN JAGUNG) | PANGAN-PERTANIAN | PENELITIAN TESIS MAGISTER | 2024 |
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| 18 | Evaluasi Derajat Keparahan pada Penyakit Kulit Dermatitis Atopik dan Psoriasis Menggunakan Algoritma Kecerdasan Buatan | Kesehatan | Penelitian Fundamental - Reguler | 2023 |
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| 19 | RANCANG BANGUN SISTEM INFORMASI ACEH BIODIVERSITY BERBASIS ANDROID | TEKNOLOGI INFORMASI DAN KOMUNIKASI | PENELITIAN LEKTOR KEPALA | 2023 |
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| 20 | IMPLEMENTASI MACHINE LEARNING UNTUK PREDIKSI NILAI PIC5 SENYAWA TERHADAP VIRUS HEPATITIS C NS5B | KESEHATAN DAN OBAT-OBATAN,TEKNOLOGI INFORMASI DAN KOMUNIKASI | PENELITIAN PROFESOR | 2023 |
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List of Community Services
| No | Title | Focus | Scheme | Year | |
|---|---|---|---|---|---|
| 1 | PERANCANGAN DAN IMPLEMENTASI SISTEM INFORMASI MANAJEMEN GURU DAN SISWA DI SMK NEGERI 1 DAN SMK NEGERI 3 BANDA ACEH | TEKNOLOGI INFORMASI DAN KOMUNIKASI,SOSIAL HUMANIORA - SENI BUDAYA - PENDIDIKAN | PENGABDIAN KEPADA MASYARAKAT BERBASIS PRODUK | 2023 |
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| 2 | PPUPIK PUSAT PELATIHAN, KONSULTASI, DISEMINASI DAN ANALISIS DATA STATISTIK | Teknologi Informasi dan Komunikasi | Program Pengembangan Usaha Produk Intelektual Kampus | 2020 |
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List of IPRs
| No | Title | Publication Date | Category | Request Number | |
|---|---|---|---|---|---|
| 1 | Flowchart Prediksi Indeks Retensi Kovats menggunakan Machine Learning | NaN undefined NaN | hak cipta | EC00202279920 |
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| 2 | SOAL MATEMATIKA SETARA PISA (Programme For International Student Assessment) | 2 Desember 2019 | hak cipta | EC00202172884 |
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| 3 | Penggunaan Pembelajaran Mesin Untuk Identifikasi Peubah Penciri Rumah Tangga Rawan Pangan Di Provinsi Aceh | 17 September 2024 | hak cipta | EC002024187003 |
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| 4 | Flowchat Evaluasi Derajat Keparahan pada Penyakit Kulit Dermatitis Atopik Menggunakan Algoritma Kecerdasan Buatan | 6 October 2023 | hak cipta | EC00202390067 |
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| 5 | Aplikasi Aceh Biodiversity Berbasis Android | 6 Desember 2023 | hak cipta | EC002023125008 |
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| 6 | Flowchart Prediksi Nilai pIC50 Senyawa Terhadap Virus Hepatitis C NS5B | NaN undefined NaN | hak cipta | EC00202390137 |
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| 7 | Basis Data Aplikasi Aceh Biodiversity | 27 June 2023 | hak cipta | EC00202350327 |
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| 8 | Desain Sistem Informasi Manajemen Guru dan Siswa di SMK Negeri 1 dan SMK Negeri 3 Banda Aceh | 6 October 2023 | hak cipta | EC00202390142 |
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| 9 | Aplikasi Aceh Biodiversity Berbasis Website Menggunakan NEXTJS | 5 Desember 2023 | hak cipta | EC002023124986 |
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List of Books
| No | Title | Publisher | Place | Category | ISBN | Year | |
|---|---|---|---|---|---|---|---|
| 1 | Kumpulan soal matematika setara PISA (programme for international student assessment) | Syiah Kuala University Press | Banda Aceh | buku referensi | 9786232647558 | 2022 |
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