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 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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DiLLeMa: An extensible and scalable framework for distributed large language models (LLMs) inference on multi-GPU clusters
Pambudi, R. U., Shiddiqi, A. M., Ijtihadie, R. M., Amoriza, M. N. A. R., Tee, H., Madany, F. A., Akbar, R. J. & Navastara, D. A., Feb 2026, In: SoftwareX. 33, 102537.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
A Performance Comparison Of Fuzzy C-Means, DBSCAN, And Mean-Shift In Software Module Defect Detection
Hidayat, F., Rochimah, S. & Navastara, D. A., 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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A Robust Resource-Aware Framework for YOLO-Based Object Detection in Dynamic and Multi-Platform Resource-Constrained Environments
Shiddiqi, A. M., Navastara, D. A., Studiawan, H., Romadhona, Y., Azhar, M. F. M., Rahma, F., Bramantoro, A. & Alzahrani, A. A., 2025, In: IEEE Access. 13, p. 79977-79995 19 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Attention-Based Deep Learning for Automated Segmentation of Crossmatch Test Images
Navastara, D. A., Abimanyu, I. I. B., Jonathan, B., Wibawa, I. B. K. R. P. & Banjarnahor, J. E. Z., 2025, 2025 10th International Conference on Informatics and Computing, ICIC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 10th International Conference on Informatics and Computing, ICIC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Bus Stop Location Recommendation in Surabaya Based on the 15-Minute City Concept Using Graph-based Features
Adillion, I. G., Amanda, A. R., Navastara, D. A., Navastara, A. M. & Fardiansyah, M. F., 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
Press/Media
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Researchers from Institut Teknologi Sepuluh Nopember Report on Findings in Computer Software [DiLLeMa: An extensible and scalable framework for distributed large language models (LLMs) inference on multi-GPU clusters]
Shiddiqi, A. M., Navastara, D. A., Akbar, R. J. & Ijtihadie, R. M.
16/02/26
1 item of Media coverage
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Institut Teknologi Sepuluh Nopember Researchers Describe Advances in Informatics Visualization (Multi-label Aspect Dangerous Speech Classification Using Keyword-Driven Ensemble Classifier on Imbalanced Data)
Navastara, D. A., Purwitasari, D. & Raharjo, A. B.
24/12/25
1 item of Media coverage
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Institut Teknologi Sepuluh Nopember Researchers Target Information Technology (Document Matching for Contradiction Detection in Low-Resource Legislative Texts With Self-Training and Augmentation Using Transformer Model)
Navastara, D. A., Purwitasari, D. & Adillion, I. G.
26/09/25
1 item of Media coverage
Press/Media
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Institut Teknologi Sepuluh Nopember Researchers Provide New Data on Engineering (A Robust Resource-Aware Framework for YOLO-Based Object Detection in Dynamic and Multi-Platform Resource-Constrained Environments)
Shiddiqi, A. M., Navastara, D. A. & Studiawan, H.
27/05/25
1 item of Media coverage
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Komitmen pada Pelayanan Terbaik, OCA Sematkan AI untuk Perluas Layanan Chatbot yang Lebih Pintar dan Efisien
9/09/24
1 item of Media coverage
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