Công trình khoa học

Công trình khoa học

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2026

Dang, T. L.; Nguyen, K. -N. T.; Dinh, N. Q.; Nguyen-Ngoc, D.

An Autoencoder Approach to Water Level Forecasting Journal Article

In: Journal of Science and Technology - Smart Systems and Devices, vol. 36, no. 1, pp. 071–079, 2026.

Links | BibTeX | Tags: BUSINESS AI Lab

Tuong, T. H.; Viet, K. H.; Tien, D. T.; Vu, H.; Luong, T. V.; Tien, C. N.; Trang, T. N. T.

Mispronunciation detection and diagnosis without model training: A retrieval-based approach Conference

Proc. IEEE Int. Conf. Acoust., Speech and Signal Process. (ICASSP), 2026.

BibTeX | Tags: BUSINESS AI Lab

Ulziisaikhan, B.; Nguyen, T. -N.; Kim, S. -H.

Band2CleanFormer: Integrating band-specific processing and inter-band attention for robust EEG denoising Journal Article

In: Biomedical Signal Processing and Control, vol. 119, pp. 109860, 2026, ISSN: 1746-8094.

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Nguyen, T. -N.; Nguyen, H. -H.; Vu, N. T.; Tran, T. A.; Kim, S. -H.; Kho, B. -G.; Huynh, V. -T.

MediFusion-Flex: An adaptive multimodal deep learning framework for clinical deterioration prediction in emergency medicine Conference

Multi-disciplinary Trends in Artificial Intelligence (Lecture Notes in Computer Science, vol. 16355), 2026.

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2025

Vu, Tam; Thai, Hong Nam; Pham, Viet Ngoc; Vu, Huy Tuan; Luong, Anh Tuan; Luong, Thien Van

Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision Journal Article

In: International Journal of Intelligent Transportation Systems Research, vol. 23, no. 1, pp. 146–164, 2025.

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Luong, T. V.; Pham, V. -C.; Le, T. T. H.; Tran, X. -N.

Robust intrusion detection for unmanned aerial vehicles: a PCA-based feature extraction and ensemble learning approach Journal Article

In: Cluster Computing, vol. 28, no. 5, pp. 346–364, 2025.

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Nguyen, M. -N. T.; Nguyen, K. -N. T.; Quang, D. N.; Nguyen-Ngoc, D.

Addressing data imbalance to enhance water level forecasting quality Conference

Proc. Int. Conf. Optimization, Modeling, Simulation, and Analytics (COMOSA), 2025.

BibTeX | Tags: BUSINESS AI Lab

Duong, V. H.; Truong, V. D.; Dinh, D. K.; Vu, H.; Luong, T. V.; Nguyen, T. C.

Augmentation, distillation and optimization: A practical pipeline for fisheye object detection on edge devices Conference

Proc. IEEE/CVF Int. Conf. Computer Vision (ICCV) Workshops – AI City, 2025.

BibTeX | Tags: BUSINESS AI Lab

Tu, H. T.; Luong, L. T.; Vu, H.; Nguyen, P. T.; Nguyen, N. V.; Nguyen, T. C.; Nguyen, T. T.

Voice conversion for low-resource languages via knowledge transfer and domain-adversarial training Conference

Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP), 2025.

Links | BibTeX | Tags: BUSINESS AI Lab

Duong, V. -H.; Vu, H.; Phan, H. D.; Nguyen, D. -Q.; Pham, D. -H.; Le, Q. -T.; Nguyen, B. -S.; Do, T. -D.; Dinh, V. -S.; Nguyen, T. -C.; Pham, H. -H.; Ngo, N. -D.

ThyroidXL: Advancing thyroid nodule diagnosis with an expert-labeled, pathology-validated dataset Conference

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2025, 2025.

BibTeX | Tags: BUSINESS AI Lab

Tu, H. T.; Vu, H.; Cuong, N. T.; Hy, N. D.; Trang, N. T.

O_O-VC: Synthetic data-driven one-to-one alignment for any-to-any voice conversion Conference

Findings of the Association for Computational Linguistics: EMNLP 2025, 2025.

BibTeX | Tags: BUSINESS AI Lab

Nguyen, Minh-Duc; Yang, Hyung-Jeong; Dao, Duy-Phuong; Kim, Soo-Hyung; Kim, Seung-Won; Shin, Ji-Eun; Nguyen, Ngoc Anh Thi; Nguyen, Trong-Nghia

Dual-stream transformer approach for pain assessment using visual-physiological data modeling Journal Article

In: PeerJ Computer Science, vol. 11, pp. e3158, 2025.

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Gian, T.; Pham, N. -H.; Pham, V. -C.; Nguyen, T. -H.; Nguyen, T. T.; Luong, T. V.

Deep learning detector for downlink IM-NOMA Journal Article

In: Wireless Networks, vol. 31, pp. 4135–4146, 2025.

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Que, N. T.; Phan, A. D.; Tran, T.; Huy, P. T.; Trang, M. X.; Luong, T. V.

Machine learning integrated modeling of thermal properties and relaxation dynamics in metallic glasses Journal Article

In: Materials Today Communications, vol. 45, pp. 112287, 2025.

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Luong, T. V.; Pham, V. -C.

Deep learning for noncoherent OTFS modulation Journal Article

In: Telecommunication Systems, vol. 88, no. 2, pp. 73–90, 2025.

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2024

Nguyen, H. A.; Mai, Q. D.; Nga, D. T. N.; Pham, M. K.; Nguyen, Q. K.; Do, T. H.; Luong, T. V.; Lam, V. D.; Le, A. -T.

Paper/GO/e-Au flexible SERS sensors for in situ detection of tricyclazole in orange juice and on cucumber skin at the sub-ppb level: machine learning-assisted data analysis Journal Article

In: Nanoscale Advances, vol. 6, pp. 3106–3118, 2024.

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Phan, H. M.; Nguyen, Q. H.; Duong, P. G.; Nguyen, H. H.; Long, N. T.

NEU-ESC: A comprehensive Vietnamese dataset for educational sentiment analysis and topic classification Conference

Proc. NOLTA 2024 (IEICE Symposium), 2024.

BibTeX | Tags: BUSINESS AI Lab

Vuong, T. -C.; Nguyen, C. C.; Pham, V. -C.; Le, T. -T. H.; Tran, X. -N.; Luong, T. V.

Effective intrusion detection for UAV communications using autoencoder-based feature extraction and machine learning approach Conference

Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA), 2024.

BibTeX | Tags: BUSINESS AI Lab

0000

Tuan, Cuong Vuong; Xuan, Trang Mai; Nguyen, Tien-Cuong; Ngo, Vu-Duc; Luong, Thien Van

A training-free mixture-of-agents framework for multi-document summarization using LLMs and knowledge graphs Journal Article

In: Neural Comput & Applic, vol. 38, no. 13, 0000, ISSN: 1433-3058.

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