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De Rosal, Ignatius Moses Setiadi, M.Kom

Dosen Teknik Informatika

Fakultas Ilmu Komputer, Universitas Dian Nuswantoro, Kota Semarang

moses@dsn.dinus.ac.id 

Penelitian dan Pengabdian Eksternal

  1. 2022 – Pengembangan Teknologi Penyembunyian Hybrid Untuk Otentikasi Keaslian Dan Keamanan Transaksi File Digital
  2. 2022 – “APLIKASI KEAMANAN TELEMEDIS PADA PERANGKAT BERGERAK BERBASIS METODE KRIPTOGRAFI HYBRID YANG DIOPTIMASI”
  3. 2021 – Aplikasi Keamanan Telemedis Pada Perangkat Bergerak Berbasis Metode Kriptografi Hybrid yang Dioptimasi 2020 – APLIKASI PROTEKSI HAK CIPTA DATA MULTIMEDIA PADA MEDIA ONLINE BERBASIS METODE HYBRID WATERMARKING YANG DIOPTIMASI
  4. 2019 – Aplikasi Proteksi Hak Cipta Data Multimedia Pada Media Online Berbasis Metode Hybrid Watermarking Yang Dioptimasi

Publikasi Artikel Ilmiah Dalam Jurnal

  1. 2024 – Towards Achieving a Trade-Off for SVD-based Image Watermarking Using Mojette Transform. IEEE Access
  2. 2024 – Dataset Analysis and Feature Characteristics to Predict Rice Production based on eXtreme Gradient Boosting. Journal of Computing Theories and Applications 2 (1), 79-90
  3. 2024 – Multi-label Classification of Indonesian Al-Quran Translation based CNN, BiLSTM, and FastText. Techno. Com 23 (1), 37-50
  4. 2024 – Exploring DQN-Based Reinforcement Learning in Autonomous Highway Navigation Performance Under High-Traffic Conditions. Journal of Computing Theories and Applications 2 (1), 54-66
  5. 2024 – Implementasi Algoritma Fuzzy Tsukamoto untuk Gamifikasi Leaderboard pada Aplikasi Mobile Youthfire (Studi Kasus Gereja JKI Higher Than Ever). TECHNO CREATIVE 1 (2), 104-116
  6. 2024 – Music-Genre Classification using Bidirectional Long Short-Term Memory and Mel-Frequency Cepstral Coefficients. Journal of Computing Theories and Applications 2 (1), 13-26
  7. 2023 – RICE DISEASE RECOGNITION USING TRANSFER LEARNING XCEPTION CONVOLUTIONAL NEURAL NETWORK. Jurnal Teknik Informatika (Jutif) 4 (6), 1535-1540
  8. 2023 – Hybrid Quantum Key Distribution Protocol with Chaotic System for Securing Data Transmission. Journal of Computing Theories and Applications 1 (2), 188-200
  9. 2023 – Improved Javanese script recognition using custom model of convolution neural network. International Journal of Electrical & Computer Engineering (2088-8708) 13 (6)
  10. 2023 – Butterflies Recognition using Enhanced Transfer Learning and Data Augmentation. Journal of Computing Theories and Applications 1 (2), 66-79
  11. 2023 – Image Encryption using Half-Inverted Cascading Chaos Cipheration. Journal of Computing Theories and Applications 1 (2), 12-28
  12. 2023 – Integrated dual hyperchaotic and Josephus traversing based 3D confusion-diffusion pattern for image encryption. Journal of King Saud University-Computer and Information Sciences 35 (9), 101790 3
  13. 2023 – Dataset and Feature Analysis for Diabetes Mellitus Classification using Random Forest. Journal of Computing Theories and Applications 1 (1), 41-48
  14. 2023 – Comprehensive Analysis and Classification of Skin Diseases based on Image Texture Features using K-Nearest Neighbors Algorithm. Journal of Computing Theories and Applications 1 (1), 31-40
  15. 2023 – Javanese Script Single Letters Classification using GoogLeNet Architecture and Adam Optimizer Based on Convolutional Neural Networks (CNN). 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
  16. 2023 – An Image Encryption Scheme Combining 2D Cascaded Logistic Map and Permutation-Substitution Operations. Computation 11 (9), 178
  17. 2023 – Handwritten Javanese script recognition method based 12-layers deep convolutional neural network and data augmentation. Int J Artif Intell ISSN 2252 (8938), 1449
  18. 2023 – High-Performance Convolutional Neural Network Model to Identify COVID-19 in Medical Images. Journal of Computing Theories and Applications 1 (1), 19-30
  19. 2023 – Plant Diseases Classification based Leaves Image using Convolutional Neural Network. Journal of Computing Theories and Applications 1 (1), 1-10
  20. 2023 – Nested Block based Double Self-embedding Fragile Image Watermarking with Super-resolution Recovery. IEEE Access
  21. 2023 – Combined Interleaved Pattern to Improve Confusion-Diffusion Image Encryption based on Hyperchaotic System. IEEE Access
  22. 2023 – Graded fuzzy edge detection for imperceptibility optimization of image steganography. The Imaging Science Journal, 1-13
  23. 2023 – Design and Evaluation of Virtual Compression Testing Machine Based on Multilayer Perceptron for Vocational-Education Virtual Laboratory. TEM Journal 12 (2)
  24. 2023 – Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity. Multimedia Tools and Applications 82 (3), 3561-3580
  25. 2022 – Digital Image Steganography Survey and Investigation (Goal, Assessment, Method, Development, and Dataset). Signal Processing 206, 108908
  26. 2022 – Image-to-Graph Transformation via Superpixel Clustering to Build Nodes in Deep Learning for Graph. 2022 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES)
  27. 2022 – Improved Pixel and Bit Confusion-Diffusion Based on Mixed Chaos and Hash Operation for Image Encryption. IEEE Access 10, 115143-115156
  28. 2022 – Performance Analysis of Deep Learning Models for Sweet Potato Image Recognition. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  29. 2022 – Comparative Study of Classification Algorithms for Website Phishing Detection on Multiple Datasets.2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  30. 2022 – An Improved Handwritten Javanese Script Recognition using Adaptive Threshold and Multi-Feature Extraction. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  31. 2022 – Systematic Review of Educational Data Mining for Student Performance Prediction using Bibliometric Network Analysis (SeBriNA). 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  32. 2022 – Text Encryption using Transform Dimension, Bit Plane Slicing, and Chaos System. 2022 International Seminar on Application for Technology of Information and Communication (iSemantic)
  33. 2022 – Impact Analysis of RGB Channels to the Quality of Imperceptibility in Image Steganography. 2022 5th International Conference on Information and Communications Technology (ICOIACT)
  34. 2022 – Block-based Fragile Image Watermarking based on SVD-LSB and Chaos System. 2022 5th International Conference on Information and Communications Technology (ICOIACT)
  35. 2022 – Enhanced Indonesian ethnic speaker recognition using data augmentation deep neural network. Journal of King Saud University-Computer and Information Sciences 34 2022 – Enhanced Indonesian ethnic speaker recognition using data augmentation deep neural network. Journal of King Saud University-Computer and Information Sciences 34
  36. 2022 – Inverted LSB image steganography using adaptive pattern to improve imperceptibility. Journal of King Saud University-Computer and Information Sciences 34
  37. 2022 – Optimization of Cross Diagonal Pixel Value Differencing and Modulus Function Steganography Using Edge Area Block Patterns. Cybernetics and Information Technologies 22 (2), 145-159
  38. 2022 – Inverted LSB image steganography using adaptive pattern to improve imperceptibility. Journal of King Saud University-Computer and Information Sciences 34
  39. 2022 – Medical Image Cryptosystem using Dynamic Josephus Sequence and Chaotic-hash Scrambling. Journal of King Saud University-Computer and Information Sciences
  40. 2022 – Review of automatic text summarization techniques & methods. Journal of King Saud University-Computer and Information Sciences 34
  41. 2022 – Dataset Feasibility Analysis Method based on Enhanced Adaptive LMS method with Min-max Normalization and Fuzzy Intuitive Sets. International Journal on Electrical Engineering and Informatics 14 (1), 55-75
  42. 2022 – Imperceptible Improvement using Edge Area Selection for Robust Video Watermarking Using Tchebichef-Singular Value Decomposition. International Journal of Intelligent Engineering & Systems 15 (2)
  43. 2022 – Image Encryption using Double Layer Chaos with Dynamic Iteration and Rotation Pattern. International Journal of Intelligent Engineering & Systems 15 (2)
  44. 2022 – Improved payload capacity in LSB image steganography uses dilated hybrid edge detection.
  45. 2022 – Internet Marketing dan Sosial Networking Untuk Media Promosi Produk Kuliner UMKM “DJOKOWI”. Abdimasku: Jurnal Pengabdian Masyarakat 5 (1), 8-14
  46. 2022 – Improved payload capacity in LSB image steganography uses dilated hybrid edge detection. J. King Saud Univ. Comput. Inf. Sci. 34 (2), 104-114

HKI (Hak Kekayaan Intelektual)

  1. 2022 – Program Komputer. DN-TelMed: Aplikasi Mobile Telemedis Dengan Enkripsi Real- time Dan Firebase Servis
  2. 2022 – Program Komputer. Aplikasi Enkripsi Teks Dengan Transformasi Dimensi, Irisan Bit-plane, Dan Sistem Kacau