Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
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A Hybrid Machine Learning Model for Streaming Frequency-Based Anomaly Detection in Banking Transactions
Hersyaputra, M. S., Jaya, M. T. T. & Anggraini, R. N. E., 18 Feb 2026, In: Journal of Information and Communication Technology. 25, 1, p. 64-78 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
FusionNet-FR: a DualNet transformer architecture using frequency modeling and relational learning for enhanced long-term time series forecasting
Shiddiqi, A. M., Putra, A. L., Anggraini, R. N. E., Mahhisa, F. R., Bramantoro, A., Rahma, F. & Alzahrani, A. A., 2026, In: PeerJ Computer Science. 12, e3620.Research output: Contribution to journal › Article › peer-review
Open Access -
A Comparative Study of Statistical and Machine Learning Models for Price Prediction: A Case Study for Agricultural Dataset
Shabrina, U. I., Sarno, R., Anggraini, R. N. E. & Haryono, A. T., 2025, ICoCSETI 2025 - International Conference on Computer Sciences, Engineering, and Technology Innovation, Proceeding. Wibowo, F. W. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 870-875 6 p. (ICoCSETI 2025 - International Conference on Computer Sciences, Engineering, and Technology Innovation, Proceeding).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Adaptive Cyclic Learning Rate for Long-Term Time-Series Forecasting on Encoder-Decoder and Encoder-Only Deep Learning Model Architectures
Mahhisa, F. R., Shiddiqi, A. M., Anggraini, R. N. E. & Putra, A. L., 2025, 2025 15th International Conference on Information and Communication Technology and System: AI for the Now and Next: Delivering Solutions and Driving Vision, ICTS 2025. Institute of Electrical and Electronics Engineers Inc., (2025 15th International Conference on Information and Communication Technology and System: AI for the Now and Next: Delivering Solutions and Driving Vision, ICTS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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AI-Assisted Code Generation: Semantic and Structural Evaluation on CodeForces C++ Problems
Mulyadi, H. B., Eka Yulia Retnani, W. & Esti Anggraini, R. N., 2025, 2025 7th Computing, Communications and IoT Applications Conference, ComComAp 2025. Institute of Electrical and Electronics Engineers Inc., p. 18-23 6 p. (2025 7th Computing, Communications and IoT Applications Conference, ComComAp 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Press/Media
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Study Findings from Institut Teknologi Sepuluh Nopember Advance Knowledge in Computer Science (FusionNet-FR: a DualNet transformer architecture using frequency modeling and relational learning for enhanced long-term time series forecasting)
Shiddiqi, A. M. & Anggraini, R. N. E.
25/03/26
1 item of Media coverage
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New Engineering Data Have Been Reported by Researchers at Institut Teknologi Sepuluh Nopember (Permuted Temporal Kolmogorov-Arnold Networks for Stock Price Forecasting Using Generative Aspect-Based Sentiment Analysis)
Sarno, R., Anggraini, R. N. E. & Sungkono, K. R.
23/12/24
1 item of Media coverage
Press/Media