1. Applying Fuzzing in Software Testing: A Case Study on Kawn Subscriptions Manager
Internetworking Indonesia Journal (2024). Internetworking Indonesia Journal, 16(2), 17-22.
2. Development of the Creative Toba Marketplace Mobile Application using the Iterative Mod
Internetworking Indonesia Journal (2024). Internetworking Indonesia Journal, 16(1), 31-38.
3. Corn Plant Disease Classification Based on Leaf using Residual Networks-9 Architecture
International Journal of Electrical and Computer Engineering. 13(3), pp.2908-2920
4. Image Preprocessing and Hyperparameter Optimization on Pretrained Model MobileNetV2 in White Blood Cell Image Classification
International Journal of Artificial Intelligence. 12(3), pp.1210-1223
5. One-Shot Learning Batak Toba Character Recognition Using Siamese Neural Network
Telecommunication Computing Electronics and Control (Telkomnika). 21(3), pp.600-612
6. Detection Roasting Level of Lintong Coffee Beans by using Euclidean Distance.
Bulletin of Electrical Engineering and Informatics. 10(6), pp.3072-3082
7. Face recognition for presence system by using residual networks-50 architecture.
International Journal of Electrical and Computer Engineering. 11(6), pp.5488-5496
8. Deep Convolutional Neural Network for Hand Sign Language Recognition Using Model E.
Bulletin of Electrical Engineering and Informatics. 9(5), pp.1873-1881
9. Cassava Quality Classification for Tapioca Flour Ingridients by Using ID3 Algorithm.
Indonesian Journal of Electrical Engineering and Computer Science.9(3), pp. 799-805
10. Stochastic Modeling for Efficient Use of Public Transportation.
Journal of Telecommunication , Electronic and Computer Engineering. 10(1-9), pp. 147-151
11. Impact Factor Addition on ID3 Algorithm that is Used to Classify Road Traffic Density.
Advanced Science Letters. 23(6), pp.5476-5480
12. The Addition Symptoms Parameter on Sentiment Analysis to Measure Public Health Concerns.
Telkomnika. 15(3), pp. 1301-1309
13. Vehicle Counting and Classification for Traffic Data Acquisition.
Jurnal Teknologi. 78(6-3), pp. 77-82
Local Journal (not indexed)
1. Multithreading application for counting vehicle by using background subtraction method
Indonesian Journal of Computing and Cybernetics Systems, Vol. 14, No. 3 (2020), pp. 309-318
2. Perancangan, implementasi monitoring, dan kontrol alat pemanggang kopi.
ELKHA – Jurnal Teknik Elektro, Vol. 12, No. 2 (2020), pp. 69-75
3. Literasi media digital pada komunitas pariwisata di kawasan Danau Toba
Jurnal Master Pariwisata, Vol. 8, No. 1 (2021), pp. 245-258
4. Design of “SIAPPARA” application for reporting of e-retribution deposits in Humbang Hasundutan regency.
Jurnal Komputer dan Informatika, Vol. 9, No. 2 (2021), pp. 253-262
5. Design of functional and non-functional tests of SIAPPARA applications in Humbang Hasundutan district.
Jurnal Komputer dan Informatika, Vol. 9, No. 2 (2021), pp. 133-141
6. Evaluation of digital capabilities and digital marketing practices of micro, small, and medium business in Toba.
Jurnal Mantik, Vol. 5, No. 4 (2022), pp. 2793-2797
7. Development of Tourist Village Website to Increase Tourism in Lake Toba
International Journal of Informatics and Computer Science, Vol. 6, No. 1 (2022), pp. 64-72
8. Development of Lake Toba Community-Based Tourism Web Application (Visit Toba)
Jurnal Komputer dan Informatika, Vol. 10, No. 2 (2022), pp. 190-196
9. Analisis Watermarking Menggunakan Metode Discrete Cosine Transform (DCT) dan Discrete Fourier Transform (DFT)
Jurnal Sistem Cerdas Ongoing, Vol. 5, No. 3 (2022), pp. 155-170
10. Implementasi Flipped Classroom Berbasis Lightboard Video Pada Perkuliahan Jarak Jauh (PJJ) Rangkaian Elektrik
Jurnal Ilmiah Pendidikan Teknik Elektro (VOLT) -ongoing-
11. English Learning Platform Student Behaviour Analysis in Buying Course by Using Data Mining Techniques Turkish Journal of Computer and Mathematics Foundation (TURCOMAT), Vol.12, No.8 (2021), pp.3107-3116
12. Comparison of Graphical User Interface Testing Tools
Journal of Computer Networks, Architecture, and High Performance Computing, Vol. 3, No. 2 (2021), pp. 123-134
Conference (peer review)
1. Pixel-Wise Material Classification using Deep Learning by Utilizing Transient Responses
Image Recognition and Understanding Symposium (MIRU 2024), OS-2D-09, Aug. 2024
2. Unlocking Nutritional Insights: Exploring Meal Analysis for Enhanced Dietary Choices with Multinomial Logistic Regression
International Conference on Technology Innovation and Its Applications (ICTIIA 2024)
3. Tourist Recommendation System by Using Restricted Boltzmann Machine and Matrix Factorization Alternating Square
4. Development of Signer Portal for Digital Product by Using Iterative Model at PT RST
7th International Conference on Informatics and Computing (ICIC 2022)
5. Integrated Travel Route Information System with Ferry Schedule by Using Dijkstra Algorithm
IEEE International Conference on Computer Science and Information Technology (ICoSNIKOM) 2022
6. Implementation of Backtracking and Steepest Ascent Hill Climbing Algorithms on Ferry Scheduling in Lake Toba
IEEE International Conference on Computer Science and Information Technology (ICoSNIKOM) 2022
7. Monitoring and Implementation of Watering System on Farming Robot Based on Fuzzy Logic Algorithm
IEEE International Conference on Computer Science and Information Technology (ICoSNIKOM) 2022
8. Internet of Things-Based Food Product Drying Oven using Shallow Geothermal Heat
IEEE International Conference on Computer Science and Information Technology (ICoSNIKOM) 2022
9. Design and Implementation of the Irrigation Robot Movement System on Grid Land Using 2D Array Algorithm
10. Implementation of Convolutional Neural Network on Farming Robots for Detecting Broccoli
IEEE International Conference on ICT for Smart Society (ICISS) 2022
11. Parasitic Egg Detection and Classification by Utilizing the YOLO Algorithm with Deep Latent Space Image Restoration and Grabcut Algorithm
IEEE International Conference on Image Processing (ICIP) 2022
12. Selection of Scholarship Recipient by Implementing Genetic Algorithm and Fuzzy Logic
13. Implementation of Sentiment Analysis on Twitter Using Naive Bayes Algorithm to Know the People Responses to Debate of DKI Jakarta Governor Election.
Phys.: Conf. Ser. 1175(1), 012102
14. Modeling Public Transportation Using Discrete Event Simulation.
Lecture Notes in Electrical Engineering. 565, pp. 25-33
15. A Survey on Keeler’s Theorem and Application of Symmetric Group for Swapping Game.
Phys.: Conf. Ser. 795(1), 012048.
16. Determination of detector rotation angle in the experiment based on the total internal reflection using an equilateral right angle prism.
AIP Conference Proceedings. 1656,040012
Without Review (symposium)
1. ヨハンセン プラタマ, 北野和哉, 櫛田貴弘, 藤村友貴, 舩冨卓哉, 向川康博, ``複数のパルス波形に対する過渡応答を利用した材質分類'', 質感のつどい 第７回公開フォーラム, Mar. 2024.
2. 過渡応答を利用した深層学習による画素単位 の材質分類 , SATテクノロジー・ショーケース2025
MISC.
Orcid-ID: https://orcid.org/0000-0001-6073-9016
Scopus: https://www.scopus.com/authid/detail.uri?authorId=57189595932
Google Scholar: https://scholar.google.com/citations?user=OrL-peMAAAAJ&hl=id
In Indonesia: SINTA profile
In Japanese: Researchmap