Publikasi Mahasiswa

2025

  • Kurniawan, M. P., Suyanto, M., Utami, E., & Kusrini, K. (2025). DEGREE: Development and Validation of a User Experience Model for Digital Educational Games Using Cronbach’s Alpha and Fuzzy Logic. Jurnal Teknik Informatika (Jutif), 6(4), 1831-1846.
  • Hartanto, A. D., Utami, E., Setyanto, A., & Kusrini, K. (2025). EVALUATING REGRESSION AND NEURAL NETWORKS FOR FIVE TRAIT TEXT-BASED PERSONALITY PREDICTION. JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer), 11(1), 154-161.
  • Hartanto, A., Utami, E., & Setyanto, A. (2025). Evaluating Transformer Models for Social Media Text-Based Personality Profiling. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 9(1), 20-30.
  • Yanuargi, B., Utami, E., & Parikesit, A. A. (2024). Data Clustering for Sentiment Classification with Naïve Bayes and Support Vector Machine. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 8(6), 819-827.
  • Semma, A. B., Kusrini, K., Setyanto, A., da Silva, B., & Braeken, A. (2025). Environmental Acoustic Features Robustness Analysis: A Multi-Aspecs Study. INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi, 9(1), 46-59.
  • Setyoningrum, N. G., Utami, E., Kusrini, K., & Wibowo, F. W. (2025). Improving Infant Cry Recognition Using MFCC And CNN-Based Audio Augmentation. Jurnal Teknik Informatika (Jutif), 6(2), 995-1016.
  • Purwanto, A., Kusrini, K., Utami, E., & Agustriawan, D. (2025). Development of Double-Tail Generative Adversarial Network with Adaptive Style Transfer for Anime Background Production with Makoto Shinkai’s Stylization. Scientific Journal of Informatics, 12(1), 159-170.
  • Diqi, M., Utami, E., Kusrini, K., & Wibowo, F. W. (2025). Leveraging Vector Quantized Variational Autoencoder for Accurate Synthetic Data Generation in Multivariate Time Series. MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer, 24(3), 423-438.
  • Agustina, N., Utami, E., & Hidayat, T. (2025). DiG-MFV: Dual-integrated Graph for Multilingual Fact Verification. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 9(4), 729-736.
  • Januhari, N. N. U., Setyanto, A., Kusrini, K., Utami, E., & Martínez-Béjar, R. (2025). Evaluation of E-Learning Usability Based on ISO 25010 with Hofstede’s Cultural Dimensions as Moderation: A PLS-SEM Study in Higher Education. Applied Information System and Management (AISM), 8(1), 159-168.
  • Gusdevi, H., Setyanto, A., Kusrini, K., & Utami, E. (2025). Cosine Similarity-Based Evidences Selection for Fact Verification Using SBERT on the FEVER Dataset. CogITo Smart Journal, 11(1), 52-66.
 

2024

  • Purwanto, A., Kusrini, K., Utami, E., & Agustriawan, D. (2025). Development of Double-Tail Generative Adversarial Network with Adaptive Style Transfer for Anime Background Production with Makoto Shinkai’s Stylization. Scientific Journal of Informatics, 12(1), 159-170.
  • Mujiyanto, M., Setyanto, A., Kusrini, K., & Utami, E. (2024). Swin Transformer with Enhanced Dropout and Layer-wise Unfreezing for Facial Expression Recognition in Mental Health Detection. Engineering, Technology & Applied Science Research, 14(6), 19016-19023.
  • Hartanto, A., Utami, E., & Setyanto, A. (2025). Evaluating Transformer Models for Social Media Text-Based Personality Profiling. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 9(1), 20-30.
  • Yanuargi, B., Utami, E., & Parikesit, A. A. (2024). Data Clustering for Sentiment Classification with Naïve Bayes and Support Vector Machine. Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 8(6), 819-827.
  • Agustina, N., Utami, E., & Hidayat, T. (2024, September). Systematic Literature Review in the Development of Datasets and Fact Verification Models for Indonesian Language. In 2024 7th International Conference of Computer and Informatics Engineering (IC2IE) (pp. 1-9). IEEE.
  • Utami, E., Kusrini, K., & Yuana, K. A. (2024, September). Automatic Question-Answer Generation for Education on Indonesian Texts: A Review of Methodologies, Dataset and Evaluation Metrics. In 2024 2nd International Conference on Technology Innovation and Its Applications (ICTIIA) (pp. 1-6). IEEE.
  • Wahyuni, W., Setyanto, A., Utami, E., & Kusrini, K. (2024, September). Feature Extraction Techniques for Patterned Images: A Systematic Literature Review. In 2024 2nd International Conference on Technology Innovation and Its Applications (ICTIIA) (pp. 1-6). IEEE.
  • Nugraha, B. S., Suyanto, M., & Utami, E. (2024, September). Innovative approaches in child-friendly user interfaces: A systematic literature review on technologies, motoric skill and evaluation. In 2024 7th International Conference of Computer and Informatics Engineering (IC2IE) (pp. 1-6). IEEE.
  • Semma, A. B., Setyanto, A., Da Silva, B., & Braeken, A. (2024, August). Exploring the Landscape of Acoustic Authentication: Techniques, Performance and Security. In 2024 IEEE International Conference on Technology, Informatics, Management, Engineering and Environment (TIME-E) (Vol. 5, pp. 61-68). IEEE.
  • Sari, Y. S., Utami, E., & Wibowo, F. W. (2024, October). Algorithm for Microclimate Optimalization for Black Soldier Fly IoT Insectarium: Bibliometric Analysis. In 2024 Ninth International Conference on Informatics and Computing (ICIC) (pp. 1-6). IEEE.
  • Diqi, M., Utami, E., & Wibowo, F. W. (2024, August). A Study on Methods, Challenges, and Future Directions of Generative Adversarial Networks in Stock Market Prediction. In 2024 IEEE International Conference on Technology, Informatics, Management, Engineering and Environment (TIME-E) (Vol. 5, pp. 148-153). IEEE.
  • Januhari, N. N. U., Setvanto, A., & Utami, E. (2024, November). The Influence of Cultural Factors in Software Quality Assessment Models A Systematic Literature Review. In 2024 6th International Conference on Cybernetics and Intelligent System (ICORIS) (pp. 1-6). IEEE.
  • Suryawan, I. K. D., Setyanto, A., & Utami, E. (2024, November). Enhancing Financial Trading Strategies with Pattern Recognition: A Systematic Literature Review of Methods, Trend and Challenge. In 2024 6th International Conference on Cybernetics and Intelligent System (ICORIS) (pp. 1-6). IEEE.
  • Setyoningrum, N. G., Utami, E., & Wibowo, F. W. (2024, November). A Systematic Literature Review of Audio Signal Processing Methods for Infant Cry Recognition and Interpretation. In 2024 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM) (pp. 1-6). IEEE.
  • Mujiyanto, M., Setyanto, A., Kusrini, K., & Utami, E. (2024). Swin Transformer with Enhanced Dropout and Layer-wise Unfreezing for Facial Expression Recognition in Mental Health Detection. Engineering, Technology & Applied Science Research, 14(6), 19016-19023.
  • Fairuzabadi, M., Kusrini, K., Utami, E., & Setyanto, A. (2024, September). Advancements and challenges in gated recurrent units (gru) for text classification: A systematic literature review. In 2024 7th International Conference of Computer and Informatics Engineering (IC2IE) (pp. 1-7). IEEE.
  • Purwantara, I. M. A., Setyanto, A., & Utami, E. (2024, November). Deep learning in financial markets: A systematic literature review of methods and future direction for price prediction. In 2024 6th International Conference on Cybernetics and Intelligent System (ICORIS) (pp. 01-06). IEEE.
  • Gusdevi, H., Setyanto, A., & Utami, E. (2024, October). Systematic Literature Review on Technology-Based Fact Verification. In 2024 Ninth International Conference on Informatics and Computing (ICIC) (pp. 1-6). IEEE.
  • Nurraharjo, E., Utami, E., & Yuana, K. A. (2024, August). Hybrid LSTM-IoT in Agriculture: A Systematic Literature Review. In 2024 International Conference on Information Technology and Computing (ICITCOM) (pp. 36-41). IEEE.
  • Utomo, M. S., Utami, E., & Setyanto, A. (2024, August). Machine Learning Innovations in Code Generation: A Systematic Literature Review of Methods, Challenges and Directions. In 2024 International Conference on Information Technology and Computing (ICITCOM) (pp. 24-29). IEEE.
 
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