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  1. Enhanced multi-lingual Twitter sentiment analysis using hyperparameter tuning k-nearest neighbors

    Article • Bulletin of Electrical Engineering and Informatics, December 2024, Institute of Advanced Engineering and Science

    De Rosal Ignatius Moses Setiadi

  2. Outlier Detection Using Gaussian Mixture Model Clustering to Optimize XGBoost for Credit Approval Prediction

    Article • Journal of Computing Theories and Applications, November 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  3. Exploring Deep Q-Network for Autonomous Driving Simulation Across Different Driving Modes

    Article • Journal of Future Artificial Intelligence and Technologies, October 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  4. Exploring Machine Learning and Deep Learning Techniques for Occluded Face Recognition: A Comprehensive Survey and Comparative Analysis

    Article • Journal of Future Artificial Intelligence and Technologies, September 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  5. Enhancing image encryption security through integration multi-chaotic systems and mixed pixel-bit level

    Article • The Imaging Science Journal, September 2024, Taylor & Francis

    De Rosal Ignatius Moses Setiadi

  6. Rice Yield Forecasting Using Hybrid Quantum Deep Learning Model

    Article • Computers, August 2024, MDPI AG

    De Rosal Ignatius Moses Setiadi

  7. Phishing Website Detection Using Bidirectional Gated Recurrent Unit Model and Feature Selection

    Article • Journal of Future Artificial Intelligence and Technologies, July 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  8. Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost

    Article • Journal of Computing Theories and Applications, June 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  9. Fine tuning model Convolutional Neural Network EfficientNet-B4 dengan augmentasi data untuk klasifikasi penyakit kakao

    Article • Journal of Information System and Application Development, June 2024, Universitas Merdeka Malang

    De Rosal Ignatius Moses Setiadi

  10. Analyzing Preprocessing Impact on Machine Learning Classifiers for Cryotherapy and Immunotherapy Dataset

    Article • Journal of Future Artificial Intelligence and Technologies, June 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  11. Analyzing Quantum Feature Engineering and Balancing Strategies Effect on Liver Disease Classification

    Article • Journal of Future Artificial Intelligence and Technologies, June 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  12. Integrating SMOTE-Tomek and Fusion Learning with XGBoost Meta-Learner for Robust Diabetes Recognition

    Article • Journal of Future Artificial Intelligence and Technologies, May 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  13. Comprehensive Exploration of Machine and Deep Learning Classification Methods for Aspect-Based Sentiment Analysis with Latent Dirichlet Allocation Topic Modeling

    Article • Journal of Future Artificial Intelligence and Technologies, May 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  14. Analyzing InceptionV3 and InceptionResNetV2 with Data Augmentation for Rice Leaf Disease Classification

    Article • Journal of Future Artificial Intelligence and Technologies, May 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  15. Enhanced Vision Transformer and Transfer Learning Approach to Improve Rice Disease Recognition

    Article • Journal of Computing Theories and Applications, April 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  16. Deteksi Tumor Otak Dengan Metode Convolutional Neural Network

    Article • Eksplora Informatika, March 2024, STIKOM Bali

    De Rosal Ignatius Moses Setiadi

  17. Enhancing Lung Cancer Classification Effectiveness Through Hyperparameter-Tuned Support Vector Machine

    Article • Journal of Computing Theories and Applications, March 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  18. Dataset Analysis and Feature Characteristics to Predict Rice Production based on eXtreme Gradient Boosting

    Article • Journal of Computing Theories and Applications, February 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  19. Multi-label Classification of Indonesian Al-Quran Translation based CNN, BiLSTM, and FastText

    Article • Techno Com, February 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  20. Exploring DQN-Based Reinforcement Learning in Autonomous Highway Navigation Performance Under High-Traffic Conditions

    Article • Journal of Computing Theories and Applications, February 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  21. Implementasi Algoritma Fuzzy Tsukamoto untuk Gamifikasi Leaderboard pada Aplikasi Mobile Youthfire (Studi Kasus Gereja JKI Higher Than Ever)

    Article • TECHNO CREATIVE, January 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  22. Music-Genre Classification using Bidirectional Long Short-Term Memory and Mel-Frequency Cepstral Coefficients

    Article • Journal of Computing Theories and Applications, January 2024, IntSys Research

    De Rosal Ignatius Moses Setiadi

  23. Towards Achieving a Trade-Off for SVD-based Image Watermarking Using Mojette Transform

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  24. Hybrid Quantum Key Distribution Protocol with Chaotic System for Securing Data Transmission

    Article • Journal of Computing Theories and Applications, December 2023, Universitas Dian Nuswantoro

    De Rosal Ignatius Moses Setiadi

  25. Improving Indonesian multietnics speaker recognition using pitch shifting data augmentation

    Article • IAES International Journal of Artificial Intelligence (IJ-AI), December 2023, Institute of Advanced Engineering and Science

    De Rosal Ignatius Moses Setiadi, Dr Omar Farooq

  26. Improved Javanese script recognition using custom model of convolution neural network

    Article • International Journal of Electrical and Computer Engineering (IJECE), December 2023, Institute of Advanced Engineering and Science

    De Rosal Ignatius Moses Setiadi

  27. Butterflies Recognition using Enhanced Transfer Learning and Data Augmentation

    Article • Journal of Computing Theories and Applications, November 2023, Universitas Dian Nuswantoro

    De Rosal Ignatius Moses Setiadi

  28. Image Encryption using Half-Inverted Cascading Chaos Cipheration

    Article • Journal of Computing Theories and Applications, October 2023, Universitas Dian Nuswantoro

    De Rosal Ignatius Moses Setiadi

  29. Dataset and Feature Analysis for Diabetes Mellitus Classification using Random Forest

    Article • Journal of Computing Theories and Applications, September 2023, Universitas Dian Nuswantoro

    De Rosal Ignatius Moses Setiadi

  30. Comprehensive Analysis and Classification of Skin Diseases based on Image Texture Features using K-Nearest Neighbors Algorithm

    Article • Journal of Computing Theories and Applications, September 2023, Universitas Dian Nuswantoro

    De Rosal Ignatius Moses Setiadi

  31. An Image Encryption Scheme Combining 2D Cascaded Logistic Map and Permutation-Substitution Operations

    Article • Computation, September 2023, MDPI AG

    De Rosal Ignatius Moses Setiadi

  32. High-Performance Convolutional Neural Network Model to Identify COVID-19 in Medical Images

    Article • Journal of Computing Theories and Applications, August 2023, Universitas Dian Nuswantoro

    De Rosal Ignatius Moses Setiadi

  33. Plant Diseases Classification based Leaves Image using Convolutional Neural Network

    Article • Journal of Computing Theories and Applications, August 2023, Universitas Dian Nuswantoro

    De Rosal Ignatius Moses Setiadi

  34. Payload Enhancement on Least Significant Bit Image Steganography Using Edge Area Dilation

    Article • July 2023, Polish Academy of Sciences Chancellery

    De Rosal Ignatius Moses Setiadi

  35. Graded fuzzy edge detection for imperceptibility optimization of image steganography

    Article • The Imaging Science Journal, June 2023, Taylor & Francis

    De Rosal Ignatius Moses Setiadi

  36. Combined Interleaved Pattern to Improve Confusion-Diffusion Image Encryption based on Hyperchaotic System

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  37. Nested Block based Double Self-embedding Fragile Image Watermarking with Super-resolution Recovery

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  38. Improved Pixel and Bit Confusion-Diffusion Based on Mixed Chaos and Hash Operation for Image Encryption

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  39. HELM PINTAR BERBASIS ARDUINO PRO MINI UNTUK MENDETEKSI KECELAKAAN

    Article • Simetris Jurnal Teknik Mesin Elektro dan Ilmu Komputer, October 2021, Universitas Muria Kudus

    De Rosal Ignatius Moses Setiadi

  40. PSNR vs SSIM: imperceptibility quality assessment for image steganography

    Article • Multimedia Tools and Applications, November 2020, Springer Science + Business Media

    De Rosal Ignatius Moses Setiadi

  41. Improved Accuracy of Vehicle Counter for Real-Time Traffic Monitoring System

    Article • Transport and Telecommunication Journal, April 2020, De Gruyter

    De Rosal Ignatius Moses Setiadi

  42. Image watermarking using discrete wavelet-tchebichef transform

    Article • Indonesian Journal of Electrical Engineering and Computer Science, December 2019, Institute of Advanced Engineering and Science

    De Rosal Ignatius Moses Setiadi

  43. Joint method using Akamatsu and discrete wavelet transform for image restoration

    Article • Applied Computing and Informatics, October 2019, Elsevier

    De Rosal Ignatius Moses Setiadi

  44. An improved security and message capacity using AES and Huffman coding on image steganography

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), October 2019, Universitas Ahmad Dahlan

    De Rosal Ignatius Moses Setiadi

  45. Imperceptible and secure image watermarking using DCT and random spread technique

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), August 2019, Universitas Ahmad Dahlan

    De Rosal Ignatius Moses Setiadi

  46. Dual Security Method for Digital Image using HBV Encryption and Least Significant Bit Steganography

    Article • Journal of Physics Conference Series, May 2019, Institute of Physics Publishing

    De Rosal Ignatius Moses Setiadi

  47. Flipping the Message Bits to Increase Imperceptibility in the Least Significant Bit Image Steganography

    Article • Journal of Physics Conference Series, May 2019, Institute of Physics Publishing

    De Rosal Ignatius Moses Setiadi

  48. Hybrid Encryption using Confused and Stream Cipher to Improved Medical Images Security

    Article • Journal of Physics Conference Series, May 2019, Institute of Physics Publishing

    De Rosal Ignatius Moses Setiadi

  49. License Number Plate Recognition using Template Matching and Bounding Box Method

    Article • Journal of Physics Conference Series, May 2019, Institute of Physics Publishing

    De Rosal Ignatius Moses Setiadi

  50. Imperceptible Improvement of Secure Image Steganography based on Wavelet Transform and OTP Encryption using PN Generator

    Article • Journal of Physics Conference Series, March 2019, Institute of Physics Publishing

    De Rosal Ignatius Moses Setiadi

  51. Securing and Hiding Secret Message in Image using XOR Transposition Encryption and LSB Method

    Article • Journal of Physics Conference Series, March 2019, Institute of Physics Publishing

    De Rosal Ignatius Moses Setiadi

  52. Klasifikasi Jeruk Nipis Terhadap Tingkat Kematangan Buah Berdasarkan Fitur Warna Menggunakan K-Nearest Neighbor

    Article • Jurnal Informatika Jurnal Pengembangan IT, January 2019, Politeknik Harapan Bersama Tegal

    De Rosal Ignatius Moses Setiadi

  53. Optimasi Keamanan Watermarking pada Daubechies Transform Berbasis Arnold Cat Map

    Article • Jurnal Informatika Jurnal Pengembangan IT, January 2019, Politeknik Harapan Bersama Tegal

    De Rosal Ignatius Moses Setiadi

  54. KOMBINASI DCT DAN BEAUFORT CHIPER UNTUK PENINGKATAN KEAMANAN HAK CIPTA CITRA DIGITAL

    Article • JST (Jurnal Sains dan Teknologi), December 2018, Universitas Pendidikan Ganesha

    De Rosal Ignatius Moses Setiadi

  55. KOMBINASI DCT DAN BEAUFORT CHIPER UNTUK PENINGKATAN KEAMANAN HAK CIPTA CITRA DIGITAL

    Article • JST (Jurnal Sains dan Teknologi), December 2018, Universitas Pendidikan Ganesha

    De Rosal Ignatius Moses Setiadi

  56. A Survey: Effect of the Number of GLCM Features on Classification Accuracy of Lasem Batik Images using K-Nearest Neighbor

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  57. An Effective MRI Brain Image Segmentation using Joint Clustering (K-Means and Fuzzy C-Means)

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  58. Design and Implementation of AES and SHA-256 Cryptography for Securing Multimedia File over Android Chat Application

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  59. Image Watermarking using Triple Transform (DCT- DWT-SVD) to Improve Copyright Protection Performance

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  60. Improved Message Payload and Security of Image Steganography using 3-3-2 LSB and Dual Encryption

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  61. LatAksLate: Javanese Script Translator based on Indonesian Speech Recognition using Sphinx-4 and Google API

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  62. Pathogenic Bacteria Genus Classification using Support Vector Machine

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  63. Roundness and Eccentricity Feature Extraction for Javanese Handwritten Character Recognition based on K-Nearest Neighbor

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  64. Secured PVD Video Steganography Method based on AES and Linear Congruential Generator

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  65. Smart Chatbot System for E-Commerce Assitance based on AIML

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  66. Super Encryption using Transposition-Hill Cipher for Digital Color Image

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  67. A Combination of Inverted LSB, RSA, and Arnold Transformation to get Secure and Imperceptible Image Steganography

    Article • Journal of ICT Research and Applications, September 2018, The Institute for Research and Community Services (LPPM) ITB

    De Rosal Ignatius Moses Setiadi

  68. A Comparative Study of Image Cryptographic Method

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  69. A Comparative Study of Some Video Players Based on Visual Output Quality

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  70. A Robust Non-Blind Image Watermarking Method Using 2-Level HWT-DCT

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  71. Analysis of 4G Network and Chat Applications to Smartphone Battery Life

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  72. CBIR for Herbs Root Using Color Histogram and GLCM Based on K-Nearest Neighbor

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  73. Handwriting Ownership Recognition using Contrast Enhancement and LBP Feature Extraction based on KNN

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  74. Handwriting Recognition Using Eccentricity and Metric Feature Extraction Based on K-Nearest Neighbors

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  75. MRI Image Segmentation using Morphological Enhancement and Noise Removal based on Fuzzy C-means

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  76. An Enhanced LSB-Image Steganography Using the Hybrid Canny-Sobel Edge Detection

    Article • Cybernetics and Information Technologies, June 2018, De Gruyter

    Professor Jumanto Jumanto, De Rosal Ignatius Moses Setiadi

  77. Teknik Super Enkripsi Menggunakan Transposisi Kolom Berbasis Vigenere Cipher Pada Citra Digital

    Article • Dinamika Rekayasa, March 2018, Program Pascasarjana Universitas Jenderal Soedirman

    De Rosal Ignatius Moses Setiadi

  78. Identifikasi Tumbuhan Obat Herbal Berdasarkan Citra Daun Menggunakan Algoritma Gray Level Co-occurence Matrix dan K-Nearest Neighbor

    Article • Jurnal Teknologi dan Sistem Komputer, March 2018, Center of Biomass and Renewable Energy (CBIORE)

    De Rosal Ignatius Moses Setiadi

  79. Uji Performa Penyisipan Pesan Dengan Metode LSB dan MSB Pada Citra Digital Untuk Keamanan Komunikasi

    Article • Dinamika Rekayasa, March 2018, Program Pascasarjana Universitas Jenderal Soedirman

    De Rosal Ignatius Moses Setiadi

  80. An improved message capacity and security using divide and modulus function in spatial domain steganography

    Article • March 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  81. Non-blind RGB image watermarking technique using 2-level discrete wavelet transform and singular value decomposition

    Article • March 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  82. Simple and secure image steganography using LSB and triple XOR operation on MSB

    Article • March 2018, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  83. Teknik Penyembunyian dan Enkripsi Pesan pada Citra Digital dengan Kombinasi Metode LSB dan RSA

    Article • Jurnal Teknologi dan Sistem Komputer, February 2018, Center of Biomass and Renewable Energy (CBIORE)

    De Rosal Ignatius Moses Setiadi

  84. A Good Performance OTP Encryption Image based on DCT-DWT Steganography

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), December 2017, Universitas Ahmad Dahlan

    De Rosal Ignatius Moses Setiadi

  85. An imperceptible LSB image hiding on edge region using DES encryption

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  86. An improved secure image hiding technique using PN-sequence based on DCT-OTP

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  87. CBIR for classification of cow types using GLCM and color features extraction

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  88. Digital image signature using triple protection cryptosystem (RSA, Vigenere, and MD5)

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  89. Hiding and securing message on edge areas of image using LSB steganography and OTP encryption

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  90. Hybrid method using 3-DES, DWT and LSB for secure image steganography algorithm

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  91. Tomatoes classification using K-NN based on GLCM and HSV color space

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  92. A performance analysis StegoCrypt algorithm based on LSB-AES 128 bit in various image size

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  93. A secure image watermarking using Chinese remainder theorem based on haar wavelet transform

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  94. Image watermarking using low wavelet subband based on 8×8 sub-block DCT

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  95. Sphinx4 for Indonesian continuous speech recognition system

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  96. StegoCrypt method using wavelet transform and one-time pad for secret image delivery

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  97. Robust and imperceptible image watermarking by DC coefficients using singular value decomposition

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  98. Fast and efficient image watermarking algorithm using discrete tchebichef transform

    Article • August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi

  99. Hybrid method using HWT-DCT for image watermarking

    Article • August 2017, Institute of Electrical & Electronics Engineers (IEEE)

    De Rosal Ignatius Moses Setiadi