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Scopus Author ID: 57200208474
SciProfiles: 2621819

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Indonesia

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Employment (1)

Universitas Dian Nuswantoro: Semarang, Jawa Tengah, ID

2012 to present
Employment
Source: Self-asserted source
De Rosal Ignatius Moses Setiadi

Education and qualifications (3)

Universitas Dian Nuswantoro: Semarang, ID

2021-09 to 2024 | Dr (Computer Science)
Education
Source: Self-asserted source
De Rosal Ignatius Moses Setiadi

Universitas Dian Nuswantoro: Semarang, Jawa Tengah, ID

2010 to 2012 | Master (Faculty of Computer Science)
Education
Source: Self-asserted source
De Rosal Ignatius Moses Setiadi

Soegijapranata Catholic University: Semarang, Jawa Tengah, ID

2006 to 2010 | Bachelor (Faculty of Computer Science)
Education
Source: Self-asserted source
De Rosal Ignatius Moses Setiadi

Works (50 of 106)

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Page 1 of 3

AI-Powered Steganography: Advances in Image, Linguistic, and 3D Mesh Data Hiding – A Survey

Journal of Future Artificial Intelligence and Technologies
2025-04-04 | Journal article
DOI: 10.62411/faith.3048-3719-76
Contributors: De Rosal Ignatius Moses Setiadi; Sudipta Kr Ghosal; Aditya Kumar Sahu
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Crossref

Aspect-Based Sentiment Analysis on E-commerce Reviews using BiGRU and Bi-Directional Attention Flow

Journal of Computing Theories and Applications
2025-04-01 | Journal article
DOI: 10.62411/jcta.12376
Contributors: De Rosal Ignatius Moses Setiadi; Warto Warto; Ahmad Rofiqul Muslikh; Kristiawan Nugroho; Achmad Nuruddin Safriandono
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Crossref

Feature Fusion with Albumentation for Enhancing Monkeypox Detection Using Deep Learning Models

Journal of Computing Theories and Applications
2025-02-21 | Journal article
DOI: 10.62411/jcta.12255
Contributors: Nizar Rafi Pratama; De Rosal Ignatius Moses Setiadi; Imanuel Harkespan; Arnold Adimabua Ojugo
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Crossref

High-Performance Face Spoofing Detection using Feature Fusion of FaceNet and Tuned DenseNet201

Journal of Future Artificial Intelligence and Technologies
2025-02-12 | Journal article
DOI: 10.62411/faith.3048-3719-62
Contributors: Leygian Reyhan Zuama; De Rosal Ignatius Moses Setiadi; Ajib Susanto; Stefanus Santosa; Hong-Seng Gan; Arnold Adimabua Ojugo
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Crossref

Toward Achieving a Trade-Off for SVD-Based Image Watermarking Using Mojette Transform

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3368528
Contributors: Aris Marjuni; Guruh Fajar Shidik; Abdul Syukur; De Rosal Ignatius Moses Setiadi; Nova Rijati
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Crossref

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

Bulletin of Electrical Engineering and Informatics
2024-12-01 | Journal article
DOI: 10.11591/eei.v13i6.7265
Contributors: Kristiawan Nugroho; Edy Winarno; De Rosal Ignatius Moses Setiadi; Omar Farooq
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Crossref

Hypertension Detection via Tree-Based Stack Ensemble with SMOTE-Tomek Data Balance and XGBoost Meta-Learner

Journal of Future Artificial Intelligence and Technologies
2024-12-01 | Journal article
DOI: 10.62411/faith.3048-3719-43
Contributors: Christopher Chukwufunaya Odiakaose; Fidelis Obukohwo Aghware; Margaret Dumebi Okpor; Andrew Okonji Eboka; Amaka Patience Binitie; Arnold Adimabua Ojugo; De Rosal Ignatius Moses Setiadi; Ayei Egu Ibor; Rita Erhovwo Ako; Victor Ochuko Geteloma et al.
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Crossref

Comparison of EfficientNetB1 Model Effectiveness in Identifying Fish Diseases in South Asian Fish Diseases and Salmon Fish Diseases

Journal of Applied Informatics and Computing
2024-11-13 | Journal article
DOI: 10.30871/jaic.v8i2.8677
Contributors: Rahmanda Afridiansyah; De Rosal Ignatius Moses Setiadi
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Crossref

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

Journal of Computing Theories and Applications
2024-11-01 | Journal article
DOI: 10.62411/jcta.11638
Contributors: De Rosal Ignatius Moses Setiadi; Ahmad Rofiqul Muslikh; Syahroni Wahyu Iriananda; Warto Warto; Jutono Gondohanindijo; Arnold Adimabua Ojugo
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Crossref

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

Journal of Future Artificial Intelligence and Technologies
2024-10-18 | Journal article
DOI: 10.62411/faith.3048-3719-31
Contributors: Marcell Adi Setiawan; De Rosal Ignatius Moses Setiadi; Erna Zuni Astuti; T. Sutojo; Noor Ageng Setiyanto
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Crossref

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

Journal of Future Artificial Intelligence and Technologies
2024-09-26 | Journal article
DOI: 10.62411/faith.2024-30
Contributors: Keny Muhamada; De Rosal Ignatius Moses Setiadi; Usman Sudibyo; Budi Widjajanto; Arnold Adimabua Ojugo
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Crossref

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

The Imaging Science Journal
2024-09-04 | Journal article
DOI: 10.1080/13682199.2024.2398954
Contributors: Muhammad Naufal Erza Farandi; Aris Marjuni; Nova Rijati; De Rosal Ignatius Moses Setiadi
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Crossref

Graded fuzzy edge detection for imperceptibility optimization of image steganography

The Imaging Science Journal
2024-08-17 | Journal article
DOI: 10.1080/13682199.2023.2219880
Contributors: De Rosal Ignatius Moses Setiadi; Supriadi Rustad; Pulung Nurtantio Andono; Guruh Fajar Shidik
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Crossref

Rice Yield Forecasting Using Hybrid Quantum Deep Learning Model

Computers
2024-08-07 | Journal article
DOI: 10.3390/computers13080191
Contributors: De Rosal Ignatius Moses Setiadi; Ajib Susanto; Kristiawan Nugroho; Ahmad Rofiqul Muslikh; Arnold Adimabua Ojugo; Hong-Seng Gan
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Crossref
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Phishing Website Detection Using Bidirectional Gated Recurrent Unit Model and Feature Selection

Journal of Future Artificial Intelligence and Technologies
2024-07-12 | Journal article
DOI: 10.62411/faith.2024-15
Contributors: De Rosal Ignatius Moses Setiadi; Suyud Widiono; Achmad Nuruddin Safriandono; Setyo Budi
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Crossref

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

Journal of Computing Theories and Applications
2024-06-27 | Journal article
DOI: 10.62411/jcta.10562
Contributors: Rita Erhovwo Ako; Fidelis Obukohwo Aghware; Margaret Dumebi Okpor; Maureen Ifeanyi Akazue; Rume Elizabeth Yoro; Arnold Adimabua Ojugo; De Rosal Ignatius Moses Setiadi; Chris Chukwufunaya Odiakaose; Reuben Akporube Abere; Frances Uche Emordi et al.
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Crossref

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

Journal of Information System and Application Development
2024-06-04 | Journal article
DOI: 10.26905/jisad.v2i1.11899
Contributors: Akbar Ganang Pradana; De Rosal Ignatius Moses Setiadi; Ahmad Rofiqul Muslikh
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Crossref

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

Journal of Future Artificial Intelligence and Technologies
2024-06-01 | Journal article
DOI: 10.62411/faith.2024-2
Contributors: De Rosal Ignatius Moses Setiadi; Hussain Md Mehedul Islam; Gustina Alfa Trisnapradika; Wise Herowati
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Crossref

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

Journal of Future Artificial Intelligence and Technologies
2024-06-01 | Journal article
DOI: 10.62411/faith.2024-12
Contributors: Achmad Nuruddin Safriandono; De Rosal Ignatius Moses Setiadi; Akhmad Dahlan; Farah Zakiyah Rahmanti; Iwan Setiawan Wibisono; Arnold Adimabua Ojugo
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Crossref

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

Journal of Future Artificial Intelligence and Technologies
2024-05-23 | Journal article
DOI: 10.62411/faith.2024-11
Contributors: De Rosal Ignatius Moses Setiadi; Kristiawan Nugroho; Ahmad Rofiqul Muslikh; Syahroni Wahyu Iriananda; Arnold Adimabua Ojugo
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Crossref

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

Journal of Future Artificial Intelligence and Technologies
2024-05-22 | Journal article
DOI: 10.62411/faith.2024-3
Contributors: De Rosal Ignatius Moses Setiadi; Dhendra Marutho; Noor Ageng Setiyanto
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Crossref

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

Journal of Future Artificial Intelligence and Technologies
2024-05-21 | Journal article
DOI: 10.62411/faith.2024-4
Contributors: Fadel Muhamad Firnando; De Rosal Ignatius Moses Setiadi; Ahmad Rofiqul Muslikh; Syahroni Wahyu Iriananda
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Crossref

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

Journal of Computing Theories and Applications
2024-04-26 | Journal article
DOI: 10.62411/jcta.10459
Contributors: Rahadian Kristiyanto Rachman; De Rosal Ignatius Moses Setiadi; Ajib Susanto; Kristiawan Nugroho; Hussain Md Mehedul Islam
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Crossref

Deteksi Tumor Otak Dengan Metode Convolutional Neural Network

Jurnal Eksplora Informatika
2024-03-30 | Journal article
DOI: 10.30864/eksplora.v13i2.971
Contributors: Bernadetta Sri Endah Dwi; De Rosal Ignatius Moses Setiadi
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Crossref

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

Journal of Computing Theories and Applications
2024-03-25 | Journal article
DOI: 10.62411/jcta.10106
Contributors: Fita Sheila Gomiasti; Warto Warto; Etika Kartikadarma; Jutono Gondohanindijo; De Rosal Ignatius Moses Setiadi
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Crossref

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

Journal of Computing Theories and Applications
2024-02-21 | Journal article
DOI: 10.62411/jcta.10057
Contributors: Ella Budi Wijayanti; De Rosal Ignatius Moses Setiadi; Bimo Haryo Setyoko
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Crossref

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

Techno.Com
2024-02-21 | Journal article
DOI: 10.62411/tc.v23i1.9925
Contributors: Ahmad Rofiqul Muslikh; Ismail Akbar; De Rosal Ignatius Moses Setiadi; Hussain Md Mehedul Islam
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Crossref

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

Journal of Computing Theories and Applications
2024-02-13 | Journal article
DOI: 10.62411/jcta.9929
Contributors: Sandy Nugroho; De Rosal Ignatius Moses Setiadi; Hussain Md Mehedul Islam
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Crossref

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

TECHNO CREATIVE
2024-01-25 | Journal article
DOI: 10.62411/tcv.v1i2.1789
Contributors: Gabriella Teshalonika Gondokusumo; De Rosal Ignatius Moses Setiadi
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Crossref

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

Journal of Computing Theories and Applications
2024-01-09 | Journal article
DOI: 10.62411/jcta.9655
Contributors: Nantalira Niar Wijaya; De Rosal Ignatius Moses Setiadi; Ahmad Rofiqul Muslikh
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Crossref

Combined Interleaved Pattern to Improve Confusion-Diffusion Image Encryption Based on Hyperchaotic System

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3285481
Contributors: Edy Winarno; Kristiawan Nugroho; Prajanto Wahyu Adi; De Rosal Ignatius Moses Setiadi
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Crossref

Nested Block Based Double Self-Embedding Fragile Image Watermarking With Super-Resolution Recovery

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3286928
Contributors: Nova Rijati; De Rosal Ignatius Moses Setiadi
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Crossref

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

Journal of Computing Theories and Applications
2023-12-20 | Journal article
DOI: 10.33633/jcta.v1i2.9547
Contributors: De Rosal Ignatius Moses Setiadi; Muhamad Akrom
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Crossref

Improved Javanese script recognition using custom model of convolution neural network

International Journal of Electrical and Computer Engineering (IJECE)
2023-12-01 | Journal article
DOI: 10.11591/ijece.v13i6.pp6629-6636
Contributors: Ajib Susanto; Ibnu Utomo Wahyu Mulyono; Christy Atika Sari; Eko Hari Rachmawanto; De Rosal Ignatius Moses Setiadi; Md Kamruzzaman Sarker
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Crossref

Improving Indonesian multietnics speaker recognition using pitch shifting data augmentation

IAES International Journal of Artificial Intelligence (IJ-AI)
2023-12-01 | Journal article
DOI: 10.11591/ijai.v12.i4.pp1901-1908
Contributors: Kristiawan Nugroho; Isworo Nugroho; De Rosal Igniatus Moses Setiadi; Omar Farooq
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Crossref

Butterflies Recognition using Enhanced Transfer Learning and Data Augmentation

Journal of Computing Theories and Applications
2023-11-18 | Journal article
DOI: 10.33633/jcta.v1i2.9443
Contributors: Harish Trio Adityawan; Omar Farroq; Stefanus Santosa; Hussain Md Mehedul Islam; Md Kamruzzaman Sarker; De Rosal Ignatius Moses Setiadi
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Crossref

Image Encryption using Half-Inverted Cascading Chaos Cipheration

Journal of Computing Theories and Applications
2023-10-23 | Journal article
DOI: 10.33633/jcta.v1i2.9388
Contributors: De Rosal Ignatius Moses Setiadi; Robet Robet; Octara Pribadi; Suyud Widiono; Md Kamruzzaman Sarker
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Crossref

Dataset and Feature Analysis for Diabetes Mellitus Classification using Random Forest

Journal of Computing Theories and Applications
2023-09-30 | Journal article
DOI: 10.33633/jcta.v1i1.9190
Contributors: Fachrul Mustofa; Achmad Nuruddin Safriandono; Ahmad Rofiqul Muslikh; De Rosal Ignatius Moses Setiadi
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Crossref

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

Journal of Computing Theories and Applications
2023-09-20 | Journal article
DOI: 10.33633/jcta.v1i1.9185
Contributors: Mamet Adil Araaf; Kristiawan Nugroho; De Rosal Ignatius Moses Setiadi
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Crossref

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

Computation
2023-09-05 | Journal article
DOI: 10.3390/computation11090178
Contributors: De Rosal Ignatius Moses Setiadi; Nova Rijati
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Crossref
grade
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High-Performance Convolutional Neural Network Model to Identify COVID-19 in Medical Images

Journal of Computing Theories and Applications
2023-08-30 | Journal article
DOI: 10.33633/jcta.v1i1.8936
Contributors: Macellino Setyaji Sunarjo; Hong-Seng Gan; De Rosal Ignatius Moses Setiadi
Source: check_circle
Crossref

Plant Diseases Classification based Leaves Image using Convolutional Neural Network

Journal of Computing Theories and Applications
2023-08-30 | Journal article
DOI: 10.33633/jcta.v1i1.8877
Contributors: Satrio Bagus Imanulloh; Ahmad Rofiqul Muslikh; De Rosal Ignatius Moses Setiadi
Source: check_circle
Crossref

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

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3218886
Contributors: Pulung Nurtantio Andono; De Rosal Ignatius Moses Setiadi
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Crossref

HELM PINTAR BERBASIS ARDUINO PRO MINI UNTUK MENDETEKSI KECELAKAAN

Simetris: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer
2021-10-31 | Journal article
DOI: 10.24176/simet.v11i2.5414
Contributors: Feri Agustina; Zulfikar Adi Syahputra; De Rosal Ignatius Moses Setiadi
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Crossref

PSNR vs SSIM: imperceptibility quality assessment for image steganography

Multimedia Tools and Applications
2021-03-03 | Journal article
DOI: 10.1007/s11042-020-10035-z
Contributors: De Rosal Igantius Moses Setiadi
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Crossref

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

Telkomnika (Telecommunication Computing Electronics and Control)
2019 | Journal article
DOI: 10.12928/TELKOMNIKA.v17i5.9570
EID:

2-s2.0-85068233593
Contributors: Sari, C.A.; Ardiansyah, G.; Moses Setiadi, D.R.I.; Rachmawanto, E.H.
Source: Self-asserted source
De Rosal Ignatius Moses Setiadi via Scopus - Elsevier

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

Journal of Physics: Conference Series
2019 | Conference paper
DOI: 10.1088/1742-6596/1201/1/012024
EID:

2-s2.0-85067689400
Contributors: Susanto, A.; Moses Setiadi, D.R.I.; Rachmawanto, E.H.; Sari, C.A.; Ali, R.R.; Wahyu Mulyono, I.U.
Source: Self-asserted source
De Rosal Ignatius Moses Setiadi via Scopus - Elsevier

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

Journal of Physics: Conference Series
2019 | Conference paper
DOI: 10.1088/1742-6596/1201/1/012030
EID:

2-s2.0-85067652596
Contributors: Astuti, E.Z.; Moses Setiadi, D.R.I.; Rachmawanto, E.H.; Sari, C.A.; Sarker, M.K.
Source: Self-asserted source
De Rosal Ignatius Moses Setiadi via Scopus - Elsevier

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

Journal of Physics: Conference Series
2019 | Conference paper
DOI: 10.1088/1742-6596/1201/1/012022
EID:

2-s2.0-85067690898
Contributors: Irawan, C.; Moses Setiadi, D.R.I.; Rachmawanto, E.H.; Sari, C.A.; Doheir, M.
Source: Self-asserted source
De Rosal Ignatius Moses Setiadi via Scopus - Elsevier

Image watermarking using discrete wavelet-tchebichef transform

Indonesian Journal of Electrical Engineering and Computer Science
2019 | Journal article
DOI: 10.11591/ijeecs.v16.i3.pp1416-1423
EID:

2-s2.0-85071178046
Contributors: Setyono, A.; Setiadi, D.R.I.M.
Source: Self-asserted source
De Rosal Ignatius Moses Setiadi via Scopus - Elsevier
Items per page:
Page 1 of 3

Peer review (193 reviews for 47 publications/grants)

Review activity for Agriculture. (1)
Review activity for Ain Shams Engineering Journal (3)
Review activity for Alexandria Engineering Journal (2)
Review activity for Algorithms. (1)
Review activity for Applied sciences. (5)
Review activity for Array. (1)
Review activity for Biomedical signal processing and control. (1)
Review activity for Computation. (1)
Review activity for Computer methods and programs in biomedicine. (4)
Review activity for Computer science review. (1)
Review activity for Computers & electrical engineering. (4)
Review activity for Computers in biology and medicine. (11)
Review activity for Digital signal processing. (2)
Review activity for Electronics. (4)
Review activity for Engineering applications of artificial intelligence. (5)
Review activity for Engineering science and technology, an international journal. (7)
Review activity for Expert systems with applications. (6)
Review activity for Healthcare. (1)
Review activity for Heliyon. (34)
Review activity for Heritage science. (1)
Review activity for Image and vision computing. (2)
Review activity for Informatics in medicine unlocked. (3)
Review activity for Information processing and management. (1)
Review activity for Information sciences. (1)
Review activity for International journal of information management data insights. (1)
Review activity for Journal of imaging. (1)
Review activity for Journal of information security and applications. (5)
Review activity for Journal of marine science and engineering. (1)
Review activity for Journal of visual communication and image representation. (2)
Review activity for Knowledge-based systems. (1)
Review activity for Mathematics. (22)
Review activity for Maǧalaẗ ǧamʼaẗ al-malīk Saud : ùlm al-ḥasib wa al-maʼlumat. (9)
Review activity for Maǧallaẗ al-abḥāṯ al-handasiyyaẗ. (1)
Review activity for Neurocomputing. (3)
Review activity for Optics. (1)
Review activity for Optik. (3)
Review activity for PloS one. (4)
Review activity for Processes. (1)
Review activity for Remote sensing. (6)
Review activity for Sensing and imaging. (1)
Review activity for Sensors. (8)
Review activity for Signal processing. (7)
Review activity for Signal processing. (3)
Review activity for SN computer science. (5)
Review activity for SoftwareX. (1)
Review activity for The visual computer (4)
Review activity for Water. (1)
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