Article

Setiadi, De Rosal Ignatius Moses and Warto, Warto and Muslikh, Ahmad Rofiqul and Nugroho, Kristiawan and Safriandono, Achmad Nuruddin (2025) Aspect-Based Sentiment Analysis on E-commerce Reviews using BiGRU and Bi-Directional Attention Flow. Journal of Computing Theories and Applications, 2 (4). pp. 470-480. ISSN 3024-9104

Pratama, Nizar Rafi and Setiadi, De Rosal Ignatius Moses and Harkespan, Imanuel and Ojugo, Arnold Adimabua (2025) Feature Fusion with Albumentation for Enhancing Monkeypox Detection Using Deep Learning Models. Journal of Computing Theories and Applications, 2 (3). pp. 427-440. ISSN 3024-9104

Akrom, Muhamad and Herowati, Wise and Setiadi, De Rosal Ignatius Moses (2025) A Quantum Circuit Learning-based Investigation: A Case Study in Iris Benchmark Dataset Binary Classification. Journal of Computing Theories and Applications, 2 (3). pp. 355-367. ISSN 3024-9104

Odiakaose, Christopher Chukwufunaya and Aghware, Fidelis Obukohwo and Okpor, Margaret Dumebi and Eboka, Andrew Okonji and Binitie, Amaka Patience and Ojugo, Arnold Adimabua and Setiadi, De Rosal Ignatius Moses and Ibor, Ayei Egu and Ako, Rita Erhovwo and Geteloma, Victor Ochuko and Ugbotu, Eferhire Valentine and Aghaunor, Tabitha Chukwudi (2024) Hypertension Detection via Tree-Based Stack Ensemble with SMOTE-Tomek Data Balance and XGBoost Meta-Learner. Journal of Future Artificial Intelligence and Technologies, 1 (3). pp. 269-283. ISSN 3048-3719

Setiadi, De Rosal Ignatius Moses and Muslikh, Ahmad Rofiqul and Iriananda, Syahroni Wahyu and Warto, Warto and Gondohanindijo, Jutono and Ojugo, Arnold Adimabua (2024) Outlier Detection Using Gaussian Mixture Model Clustering to Optimize XGBoost for Credit Approval Prediction. Journal of Computing Theories and Applications, 2 (2). pp. 244-255. ISSN 3024-9104

Setiawan, Marcell Adi and Setiadi, De Rosal Ignatius Moses and Astuti, Erna Zuni and Sutojo, T. and Setiyanto, Noor Ageng (2024) Exploring Deep Q-Network for Autonomous Driving Simulation Across Different Driving Modes. Journal of Future Artificial Intelligence and Technologies, 1 (3). pp. 217-227. ISSN 3048-3719

Muhamada, Keny and Setiadi, De Rosal Ignatius Moses and Sudibyo, Usman and Widjajanto, Budi and Ojugo, Arnold Adimabua (2024) Exploring Machine Learning and Deep Learning Techniques for Occluded Face Recognition: A Comprehensive Survey and Comparative Analysis. Journal of Future Artificial Intelligence and Technologies, 1 (2). pp. 160-173. ISSN 3048-3719

Setiadi, De Rosal Ignatius Moses and Widiono, Suyud and Safriandono, Achmad Nuruddin and Budi, Setyo (2024) Phishing Website Detection Using Bidirectional Gated Recurrent Unit Model and Feature Selection. Journal of Future Artificial Intelligence and Technologies, 1 (2). pp. 75-83. ISSN 3048-3719

Ako, Rita Erhovwo and Aghware, Fidelis Obukohwo and Okpor, Margaret Dumebi and Akazue, Maureen Ifeanyi and Yoro, Rume Elizabeth and Ojugo, Arnold Adimabua and Setiadi, De Rosal Ignatius Moses and Odiakaose, Chris Chukwufunaya and Abere, Reuben Akporube and Emordi, Frances Uche and Geteloma, Victor Ochuko and Ejeh, Patrick Ogholuwarami (2024) Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost. Journal of Computing Theories and Applications, 2 (1). pp. 86-101. ISSN 3024-9104

Setiadi, De Rosal Ignatius Moses and Islam, Hussain Md Mehedul and Trisnapradika, Gustina Alfa and Herowati, Wise (2024) Analyzing Preprocessing Impact on Machine Learning Classifiers for Cryotherapy and Immunotherapy Dataset. Journal of Future Artificial Intelligence and Technologies, 1 (1). pp. 39-50. ISSN 3048-3719

Safriandono, Achmad Nuruddin and Setiadi, De Rosal Ignatius Moses and Dahlan, Akhmad and Rahmanti, Farah Zakiyah and Wibisono, Iwan Setiawan and Ojugo, Arnold Adimabua (2024) Analyzing Quantum Feature Engineering and Balancing Strategies Effect on Liver Disease Classification. Journal of Future Artificial Intelligence and Technologies, 1 (1). pp. 51-63. ISSN 3048-3719

Setiadi, De Rosal Ignatius Moses and Nugroho, Kristiawan and Muslikh, Ahmad Rofiqul and Iriananda, Syahroni Wahyu and Ojugo, Arnold Adimabua (2024) Integrating SMOTE-Tomek and Fusion Learning with XGBoost Meta-Learner for Robust Diabetes Recognition. Journal of Future Artificial Intelligence and Technologies, 1 (1). pp. 23-38. ISSN 3048-3719

Setiadi, De Rosal Ignatius Moses and Marutho, Dhendra and Setiyanto, Noor Ageng (2024) 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, 1 (1). pp. 12-22. ISSN 3048-3719

Firnando, Fadel Muhamad and Setiadi, De Rosal Ignatius Moses and Muslikh, Ahmad Rofiqul and Iriananda, Syahroni Wahyu (2024) Analyzing InceptionV3 and InceptionResNetV2 with Data Augmentation for Rice Leaf Disease Classification. Journal of Future Artificial Intelligence and Technologies, 1 (1). pp. 1-11. ISSN 3048-3719

Rachman, Rahadian Kristiyanto and Setiadi, De Rosal Ignatius Moses and Susanto, Ajib and Nugroho, Kristiawan and Islam, Hussain Md Mehedul (2024) Enhanced Vision Transformer and Transfer Learning Approach to Improve Rice Disease Recognition. Journal of Computing Theories and Applications, 1 (4). pp. 446-460. ISSN 3024-9104

Gomiasti, Fita Sheila and Warto, Warto and Kartikadarma, Etika and Gondohanindijo, Jutono and Setiadi, De Rosal Ignatius Moses (2024) Enhancing Lung Cancer Classification Effectiveness Through Hyperparameter-Tuned Support Vector Machine. Journal of Computing Theories and Applications, 1 (4). pp. 396-406. ISSN 3024-9104

Wijayanti, Ella Budi and Setiadi, De Rosal Ignatius Moses and Setyoko, Bimo Haryo (2024) Dataset Analysis and Feature Characteristics to Predict Rice Production based on eXtreme Gradient Boosting. Journal of Computing Theories and Applications, 1 (3). pp. 299-310. ISSN 3024-9104

Nugroho, Sandy and Setiadi, De Rosal Ignatius Moses and Islam, Hussain Md Mehedul (2024) Exploring DQN-Based Reinforcement Learning in Autonomous Highway Navigation Performance Under High-Traffic Conditions. Journal of Computing Theories and Applications, 1 (3). pp. 274-286. ISSN 3024-9104

Wijaya, Nantalira Niar and Setiadi, De Rosal Ignatius Moses and Muslikh, Ahmad Rofiqul (2024) Music-Genre Classification using Bidirectional Long Short-Term Memory and Mel-Frequency Cepstral Coefficients. Journal of Computing Theories and Applications, 1 (3). pp. 243-256. ISSN 3024-9104

Setiadi, De Rosal Ignatius Moses and Akrom, Muhamad (2023) Hybrid Quantum Key Distribution Protocol with Chaotic System for Securing Data Transmission. Journal of Computing Theories and Applications, 1 (2). pp. 188-200. ISSN 3024-9104

Adityawan, Harish Trio and Farroq, Omar and Santosa, Stefanus and Islam, Hussain Md Mehedul and Sarker, Md Kamruzzaman and Setiadi, De Rosal Ignatius Moses (2023) Butterflies Recognition using Enhanced Transfer Learning and Data Augmentation. Journal of Computing Theories and Applications, 1 (2). pp. 115-128. ISSN 3024-9104

Setiadi, De Rosal Ignatius Moses and Robet, Robet and Pribadi, Octara and Widiono, Suyud and Sarker, Md Kamruzzaman (2023) Image Encryption using Half-Inverted Cascading Chaos Cipheration. Journal of Computing Theories and Applications, 1 (2). pp. 61-77. ISSN 3024-9104

Mustofa, Fachrul and Safriandono, Achmad Nuruddin and Muslikh, Ahmad Rofiqul and Setiadi, De Rosal Ignatius Moses (2023) Dataset and Feature Analysis for Diabetes Mellitus Classification using Random Forest. Journal of Computing Theories and Applications, 1 (1). pp. 41-48. ISSN 3024-9104

Araaf, Mamet Adil and Nugroho, Kristiawan and Setiadi, De Rosal Ignatius Moses (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). pp. 31-40. ISSN 3024-9104

Sunarjo, Macellino Setyaji and Gan, Hong-Seng and Setiadi, De Rosal Ignatius Moses (2023) High-Performance Convolutional Neural Network Model to Identify COVID-19 in Medical Images. Journal of Computing Theories and Applications, 1 (1). pp. 19-30. ISSN 3024-9104

Imanulloh, Satrio Bagus and Muslikh, Ahmad Rofiqul and Setiadi, De Rosal Ignatius Moses (2023) Plant Diseases Classification based Leaves Image using Convolutional Neural Network. Journal of Computing Theories and Applications, 1 (1). pp. 1-10. ISSN 3024-9104