Research Activities & Grants

  1. Fajar Baskoro, Dwi Sunaryono, Yudhi Purwananto, and M.M. Irfan Subakti (2025) Segmentasi Rambut pada Citra Lesi Kulit dengan Hibrid AHEVPC dan UNET3+ (Hair Segmentation on Skin Lesion Images Using Hybrid AHEVPC and UNET3+). Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. ITS Rector’s Decree No. 89/IT2/T/HK.00.01/VI/2025.
  2. Dwi Sunaryono, M.M. Irfan Subakti, Yudhi Purwananto, Irzal Ahmad Sabilla, Ach Muhyil Umam, and Maulana Alirridlo (2025) Pengembangan Senopati untuk Membantu Pemeriksaan Dokumen Proposal serta Rekomendasi Sitasi Paper (Development of Senopati to Assist in Proposal Document Review and Citation Recommendation). Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia.
  3. Dwi Sunaryono, I Ketut Eddy Purnama, M.M. Irfan Subakti, Irzal Ahmad Sabilla, Rully Sulaiman, Ach Muhyil Umam, and Maulana Alirridlo (2025) Sistem Deteksi Konten Deepfake Berbasis Convolutional Neural Network dengan Explainable AI dalam Arsitektur Standalone untuk Ketahanan Informasi Digital (Deepfake Content Detection System Based on Convolutional Neural Networks with Explainable AI in a Standalone Architecture for Digital Information Resilience). Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia.
  4. Imam Mustafa Kamal, M.M. Irfan Subakti, and Lucky Santoso (2025) Unveiling Distance Metric Learning for Oversampling Highly Imbalanced Data. Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia.
  5. Agus Budi Raharjo, Diana Purwitasari, Rully Sulaiman, M.M. Irfan Subakti, Sonny Fadli, and Frederick William Edlim (2024) Pengembangan Platform Diskusi Interpretasi Citra pada Komunitas Dokter (Development of an Image Interpretation Discussion Platform for the Medical Community). Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia.
  6. Yudhi Purwananto, Rully Sulaiman, M.M. Irfan Subakti, and Arif Senja Fitrani (2024) Kombinasi Fitur Pemilih dan Analisis Berita Online untuk Pemodelan Tingkat Partisipasi Masyarakat pada Pemilu (Combination of Voter Feature Selection and Online News Analysis for Modeling Public Participation Levels in Elections). Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia.
  7. Diana Purwitasari, Dini Adni Navastara, M.M. Irfan Subakti, and Evelyn Sierra (2024) Analisis Risiko Kredit pada Instrumen Keuangan Perbankan dengan Deep Learning (Credit Risk Analysis on Banking Financial Instruments Using Deep Learning). Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia.
  8. Yudhi Purwananto, Rully Sulaiman, Fajar Baskoro, M.M. Irfan Subakti, Putu Krisna Andyartha, and William Handi Wijaya (2022) Analisis Perbandingan Kinerja Arsitektur Mikroservis dengan Monolitik pada Sistem Monitoring Tugas Akhir (Performance Comparison Analysis of Microservices and Monolithic Architectures in Thesis Monitoring Systems). Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Jun–Dec 2022.
  9. Radityo Anggoro, Supeno Djanali, F.X. Arunanto, M.M. Irfan Subakti, and Nabe Gedalia Razafindrobelina (2021) Pengembangan Protokol Routing Reaktif dengan Mempertimbangkan Efisiensi Energi (Development of a Reactive Routing Protocol Considering Energy Efficiency). Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Jun–Dec 2021.
  10. Diana Purwitasari, Chastine Fatichah, Dwi Sunaryono, Rully Sulaiman, M.M. Irfan Subakti, Jumali, Ana Alimatus Zaqiyah, Afia Hana Yusriy, and Rifki Aulia Irawan (2020) Deep Learning pada Pembangkitan Data Spam untuk Review Produk dengan Perluasan Representasi Vektor Kata Berbasis Topik (Deep Learning for Generating Spam Data for Product Reviews with Topic-Based Word Vector Representation Expansion). Department of Informatics, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Jun–Dec 2020.
  11. Guo, R. Su, S.-F. and Subakti, M.M.I. (2011) Study on Container Image Feature Comparison System. System and Control Lab, Department of Electrical Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan. Feb–Jun 2011.
  12. Prasetyo, H. and Subakti, M.M.I. (2011) Swarm Intelligence for Weight Optimizing in BTC-Based Image Retrieval Project. A part of Application of Computational Intelligence in Engineering course, Department of Electrical Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan. Feb–Jun 2011.
  13. Subakti, M.M.I. (2011) Evaluation of GA and PSO Project. A part of Application of Computational Intelligence in Engineering course, Department of Electrical Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan. Feb–Jun 2011.
  14. Subakti, M.M.I. (2011) Particle Swarm Optimization Project. A part of Application of Computational Intelligence in Engineering course, Department of Electrical Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan. Feb–Jun 2011.
  15. Subakti, M.M.I. (2011) Genetic Algorithms Project. A part of Application of Computational Intelligence in Engineering course, Department of Electrical Engineering, National Taiwan University of Science and Technology (NTUST), Taipei, Taiwan. Feb–Jun 2011.
  16. Subakti, M.M.I. (2010) Some researches in the areas of Knowledge Reasoning, Cognitive Science, and Dynamical Networks under supervising of Ján Šefránek, Igor Farkaš and Mária Markošová. Department of Applied Informatics (DAI), Faculty of Mathematics, Physics and Informatics, Comenius University in Bratislava, Slovakia. Sep 2009–Jun 2010.
  17. Tseng, S.-S., Hu, L.-L., Weng, J.-F., and Subakti, M.M.I. (2009) Ontology-Supported Programming Scaffolding System in Scaffolding-Based Assessment for Supporting VB Program. Knowledge and Data Engineering (KDE) Lab, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Aug 2008–Feb 2009.
  18. Subakti, M.M.I. (2008) Wired/Wireless Infrastructure Survey on NCTU Campus. A part of Wired/Wireless Networking Infrastructure Integration and Application course, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Mar–Jun 2008.
  19. Tseng, S.-S., Weng, J.-F., and Subakti, M.M.I., (2008) Ontology-Supported Programming Scaffolding System (OSPaSS). Knowledge and Data Engineering (KDE) Lab, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Sep 2007–Jul 2008.
  20. Subakti, M.M.I. (2007) Vision-Based Interactive Game. A part of Human Computer Interaction course, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Sep–Dec 2007.
  21. Subakti, M.M.I. and Hornansky, M. (2007) MI Pro Investment. A part of Middleware, SOA, Technologies for e-Commerce Applications course, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Sep–Dec 2007.
  22. Subakti, M.M.I. and Hornansky, M. (2007) JMS Project. A part of Middleware, SOA, Technologies for e-Commerce Applications course, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Sep–Dec 2007.
  23. Subakti, M.M.I. and Hornansky, M. (2007) EJB Project. A part of Middleware, SOA, Technologies for e-Commerce Applications course, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Sep–Dec 2007.
  24. Subakti, M.M.I and Hornansky, M. (2007) JDBC Project. A part of Middleware, SOA, Technologies for e-Commerce Applications course, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Sep–Dec 2007.
  25. Subakti, M.M.I. and Hornansky, M. (2007) RMI Project. A part of Middleware, SOA, Technologies for e-Commerce Applications course, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Sep–Dec 2007.
  26. Subakti, M.M.I. and Hornansky, M. (2007) CORBA-VisiBroker Project. A part of Middleware, SOA, Technologies for e-Commerce Applications course, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Sep–Dec 2007.
  27. Subakti, M.M.I. and Hornansky, M. (2007) AI Search Project. A part of Artificial Intelligence course, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Mar–Jun 2007.
  28. Chen, X.-H., Tseng, S.-S., Weng, J.-F., and Subakti, M.M.I. (2007) A Spatiotemporal Traffic Bottleneck Mining Model for Discovering Bottlenecks in Urban Network. Knowledge and Data Engineering (KDE) Lab, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Feb–Aug 2007.
  29. Fan, Y.-Q., Tseng, S.-S., Weng, J.-F., and Subakti, M.M.I. (2007) An Ontology-based Programming Assessment by Misconception Mining. Knowledge and Data Engineering (KDE) Lab, Institute of Computer Science and Engineering, National Chiao Tung University (NCTU), Hsinchu, Taiwan. Feb–Jul 2007.
  30. Herumurti, D., Subakti, M.M.I., Juniawan, R.F., Sunaryo, D., and Fauzan, A. (2006) An Intelligent Agent Based for PC Using Behaviour Monitoring. Supported by A3 Grant, Department of Informatics, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Jun–Sep 2006.
  31. Subakti, M.M.I. and Herumurti, D. (2006) A Visual Mutating Table Detection on Oracle with Dependency Trigger Tracing in the Table. Cooperated with Research and Community Service Council, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia; together with the Department of Informatics, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Contract No. 470/K03.6/PL/06. Jun–Sep 2006.
  32. Subakti, M.M.I. et al. (2003) Friends & Matching Finder Support System. A part of Decision Support System course (together with the students as their final project, and it called: “1hati.com”), Department of Informatics, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Jul 2002–Jan 2003.
  33. Subakti, M.M.I. et al. (2003) Magic Card Trading Game (MTG) Online. A part of Software Engineering course (together with the students as their final project), Department of Informatics, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Jul 2002–Jan 2003.
  34. Subakti, M.M.I. et al. (2003) Universal Inference Engine: Enhancement. A part of Knowledge-Based System course (together with the students as their final project), Department of Informatics, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Jul 2002–Jan 2003.
  35. Subakti, M.M.I. (1999) Flexible Manufacturing Systems Simulator. Undergradaute Thesis, Department of Informatics, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Jan 1998–Sep 1999. 36. Subakti, M.M.I. (1998) Universal Inference Engine. A part of Knowledge-Based System course, Department of Informatics, Faculty of Information Technology, Institut Teknologi Sepuluh Nopember (ITS), Surabaya, Indonesia. Sep 1997–Jan 1998.
—
Ir. M.M. Irfan Subakti, S.Kom., M.Sc.Eng., M.Phil., IPM (Sr. Pro. Eng.)

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