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Sutardiman, Mario, Kie Van Ivanky Saputra, and Ferry Vincenttius Ferdinand. "Utilizing quantile regression for vehicle insurance premium calculation through the quantile premium principle." AIP Conference Proceedings. Vol. 3326. No. 1. AIP Publishing LLC, 2026.

Darmawan, Anak Agung Ayu Diva Shanty, Kie Van Ivanky Saputra, and Ferry Vincenttius Ferdinand. "The use of optimized random forest in analyzing the prediction of stock trends in Indonesia." AIP Conference Proceedings. Vol. 3326. No. 1. AIP Publishing LLC, 2026.

Satyawan, E., Cahyadi, L., Widjaja, P., & Saputra, K. V. I. (2026, March). Gold price prediction using support vector regression and random forest regression. In AIP Conference Proceedings (Vol. 3326, No. 1, p. 080011). AIP Publishing LLC.

Remetwa, D. P. A., Cahyadi, L., Ferdinand, F. V., Saputra, K. V. I., & Teja, K. (2025). ANALYSIS OF LONG SHORT–TERM MEMORY (LSTM) PARAMETERS IN PREDICTING IHSG. JOHME: Journal of Holistic Mathematics Education, 9(2), 213-224.

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Dharmaningrat, I., Helena Margaretha, and Kie Van Ivanky Saputra. "Predicting the Volatility of Jakarta Composite Index Using GARCH and LSTM with Volume-Up Strategy Approach." Journal of Information Systems Engineering & Business Intelligence 11.3 (2025).

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Gunawan, Kenneth, Helena Margaretha, and Yoseph Wastu Winayaka. "Investment-Risk Protection Rider for Unit-Linked Insurance." Indonesian Actuarial Journal 1.2 (2025): 175-184.

Jessica, V., David, J., Ferdinand, F. V., & Krisnadi, D. (2026, March). Enhancing credit card fraud detection using machine learning: A comparative analysis of SVM and MLP. In AIP Conference Proceedings (Vol. 3326, No. 1, p. 060006). AIP Publishing LLC.

Wibisono, S. S., Margaretha, H., Widjaja, P., & Ferdinand, F. V. (2025, May). Machine Learning Methods for Predicting European Options on Bitcoin and S&P 500 with Lag Intervals and Volatility Estimation. In 2025 22nd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) (pp. 1-6). IEEE.

Darmawan, Anak Agung Ayu Diva Shanty, Kie Van Ivanky Saputra, and Ferry Vincenttius Ferdinand. "The use of optimized random forest in analyzing the prediction of stock trends in Indonesia." AIP Conference Proceedings. Vol. 3326. No. 1. AIP Publishing LLC, 2026.

Lukas, Samuel, Regina Maureen Suryaputri, and Petrus Widjaja. "Comparison of Clustering Results using K-Means, Gaussian Mixture Models, Based on Seven Sectors of Country Electricity and Correlation with Gross National Income." 2024 2nd International Conference on Technology Innovation and Its Applications (ICTIIA). IEEE, 2024.

Satyawan, E., Cahyadi, L., Widjaja, P., & Saputra, K. V. I. (2026, March). Gold price prediction using support vector regression and random forest regression. In AIP Conference Proceedings (Vol. 3326, No. 1, p. 080011). AIP Publishing LLC.

Remetwa, D. P. A., Cahyadi, L., Ferdinand, F. V., Saputra, K. V. I., & Teja, K. (2025). ANALYSIS OF LONG SHORT–TERM MEMORY (LSTM) PARAMETERS IN PREDICTING IHSG. JOHME: Journal of Holistic Mathematics Education, 9(2), 213-224.

Jessica, V., David, J., Ferdinand, F. V., & Krisnadi, D. (2026, March). Enhancing credit card fraud detection using machine learning: A comparative analysis of SVM and MLP. In AIP Conference Proceedings (Vol. 3326, No. 1, p. 060006). AIP Publishing LLC.

Riechie, Wirjanto, F. A., Ferdinand, F. V., & Krisnadi, D. (2026, March). A comparative study of LSTM and GARCH in predicting stock prices volatility and estimating value-at-risk. In AIP Conference Proceedings (Vol. 3326, No. 1, p. 080002). AIP Publishing LLC.

Widjaja, I., Margaretha, H., Linoto, J., Krisnadi, D., & Ferdinand, F. V. (2026, March). Modeling stroke insurance from prevalence rates and analyzing the impact of COVID-19 on asset shares. In AIP Conference Proceedings (Vol. 3326, No. 1, p. 050001). AIP Publishing LLC.

Baan, Wesly, and Dylmoon Hidayat. "Deconstructing the Learning Styles Myth in English Language Learning from the Perspective of Santrock's Educational Psychology for Evidence-Based Practice." INTERACTION: Jurnal Pendidikan Bahasa 12.4 (2025): 567-578.

Liebertus, Jefry, and Dylmoon Hidayat. "Survival Factors Kepemimpinan Pendidikan Kepala Paud Non-Formal (Studi Kasus Kb Pilia Kota Kupang)." Early Childhood Education Development and Studies (ECEDS) 6.1 (2025): 1-15.

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