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12/08/2024 2026-04-05 23:42Công trình khoa học
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
@article{Dang2026WaterLevelAutoencoder,
title = {An Autoencoder Approach to Water Level Forecasting},
author = {T. L. Dang and K. -N. T. Nguyen and N. Q. Dinh and D. Nguyen-Ngoc},
doi = {10.51316/jst.187.ssad.2026.36.1.9},
year = {2026},
date = {2026-01-01},
urldate = {2026-01-01},
journal = {Journal of Science and Technology - Smart Systems and Devices},
volume = {36},
number = {1},
pages = {071–079},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}
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
@conference{Tuong2026ICASSP,
title = {Mispronunciation detection and diagnosis without model training: A retrieval-based approach},
author = {T. H. Tuong and K. H. Viet and D. T. Tien and H. Vu and T. V. Luong and C. N. Tien and T. N. T. Trang},
year = {2026},
date = {2026-01-01},
urldate = {2026-01-01},
booktitle = {Proc. IEEE Int. Conf. Acoust., Speech and Signal Process. (ICASSP)},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {conference}
}
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.
Links | BibTeX | Tags: BUSINESS AI Lab
@article{Ulziisaikhan2026Band2CleanFormer,
title = {Band2CleanFormer: Integrating band-specific processing and inter-band attention for robust EEG denoising},
author = {B. Ulziisaikhan and T. -N. Nguyen and S. -H. Kim},
doi = {10.1016/j.bspc.2026.109860},
issn = {1746-8094},
year = {2026},
date = {2026-01-01},
urldate = {2026-01-01},
journal = {Biomedical Signal Processing and Control},
volume = {119},
pages = {109860},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}
Nguyen, T. -N.; Nguyen, H. -H.; Vu, N. T.; Tran, T. A.; Kim, S. -H.; Kho, B. -G.; Huynh, V. -T.
Multi-disciplinary Trends in Artificial Intelligence (Lecture Notes in Computer Science, vol. 16355), 2026.
Links | BibTeX | Tags: BUSINESS AI Lab
@conference{Nguyen2026MediFusionFlex,
title = {MediFusion-Flex: An adaptive multimodal deep learning framework for clinical deterioration prediction in emergency medicine},
author = {T. -N. Nguyen and H. -H. Nguyen and N. T. Vu and T. A. Tran and S. -H. Kim and B. -G. Kho and V. -T. Huynh},
doi = {10.1007/978-981-95-4963-4_10},
year = {2026},
date = {2026-01-01},
urldate = {2026-01-01},
booktitle = {Multi-disciplinary Trends in Artificial Intelligence (Lecture Notes in Computer Science, vol. 16355)},
pages = {115–126},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {conference}
}
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.
Links | BibTeX | Tags: BUSINESS AI Lab
@article{Vu2025CountingTraffic,
title = {Counting Mixed Traffic Volumes at Motorcycle-Dominated Intersections by Using Computer Vision},
author = {Tam Vu and Hong Nam Thai and Viet Ngoc Pham and Huy Tuan Vu and Anh Tuan Luong and Thien Van Luong},
url = {https://doi.org/10.1007/s13177-024-00442-z},
doi = {10.1007/s13177-024-00442-z},
year = {2025},
date = {2025-04-01},
urldate = {2025-04-01},
journal = {International Journal of Intelligent Transportation Systems Research},
volume = {23},
number = {1},
pages = {146–164},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}
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.
Links | BibTeX | Tags: BUSINESS AI Lab
@article{Luong2025UAVIntrusionPCA,
title = {Robust intrusion detection for unmanned aerial vehicles: a PCA-based feature extraction and ensemble learning approach},
author = {T. V. Luong and V. -C. Pham and T. T. H. Le and X. -N. Tran},
doi = {10.1007/s10586-025-05461-3},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
journal = {Cluster Computing},
volume = {28},
number = {5},
pages = {346–364},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}
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
@conference{Nguyen2025COMOSA,
title = {Addressing data imbalance to enhance water level forecasting quality},
author = {M. -N. T. Nguyen and K. -N. T. Nguyen and D. N. Quang and D. Nguyen-Ngoc},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
booktitle = {Proc. Int. Conf. Optimization, Modeling, Simulation, and Analytics (COMOSA)},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {conference}
}
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
@conference{Duong2025CVPR,
title = {Augmentation, distillation and optimization: A practical pipeline for fisheye object detection on edge devices},
author = {V. H. Duong and V. D. Truong and D. K. Dinh and H. Vu and T. V. Luong and T. C. Nguyen},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
booktitle = {Proc. IEEE/CVF Int. Conf. Computer Vision (ICCV) Workshops – AI City},
pages = {5261–5269},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {conference}
}
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
@conference{Tu2025ICASSP,
title = {Voice conversion for low-resource languages via knowledge transfer and domain-adversarial training},
author = {H. T. Tu and L. T. Luong and H. Vu and P. T. Nguyen and N. V. Nguyen and T. C. Nguyen and T. T. Nguyen},
doi = {10.1109/ICASSP49660.2025.10889083},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
booktitle = {Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. (ICASSP)},
pages = {1–5},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {conference}
}
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
@conference{Duong2025ThyroidXL,
title = {ThyroidXL: Advancing thyroid nodule diagnosis with an expert-labeled, pathology-validated dataset},
author = {V. -H. Duong and H. Vu and H. D. Phan and D. -Q. Nguyen and D. -H. Pham and Q. -T. Le and B. -S. Nguyen and T. -D. Do and V. -S. Dinh and T. -C. Nguyen and H. -H. Pham and N. -D. Ngo},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
booktitle = {Medical Image Computing and Computer-Assisted Intervention – MICCAI 2025},
pages = {616–626},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {conference}
}
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
@conference{Tu2025OOVC,
title = {O_O-VC: Synthetic data-driven one-to-one alignment for any-to-any voice conversion},
author = {H. T. Tu and H. Vu and N. T. Cuong and N. D. Hy and N. T. Trang},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2025},
pages = {16197–16208},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {conference}
}
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.
Links | BibTeX | Tags: BUSINESS AI Lab
@article{Nguyen2025DualStreamPain,
title = {Dual-stream transformer approach for pain assessment using visual-physiological data modeling},
author = {Minh-Duc Nguyen and Hyung-Jeong Yang and Duy-Phuong Dao and Soo-Hyung Kim and Seung-Won Kim and Ji-Eun Shin and Ngoc Anh Thi Nguyen and Trong-Nghia Nguyen},
url = {https://peerj.com/articles/cs-3158/},
doi = {10.7717/peerj-cs.3158},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
journal = {PeerJ Computer Science},
volume = {11},
pages = {e3158},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}
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.
Links | BibTeX | Tags: BUSINESS AI Lab
@article{Gian2025IMNOMA,
title = {Deep learning detector for downlink IM-NOMA},
author = {T. Gian and N. -H. Pham and V. -C. Pham and T. -H. Nguyen and T. T. Nguyen and T. V. Luong},
doi = {10.1007/s11276-025-03985-5},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
journal = {Wireless Networks},
volume = {31},
pages = {4135–4146},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}
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.
Links | BibTeX | Tags: BUSINESS AI Lab
@article{Que2025MetallicGlassML,
title = {Machine learning integrated modeling of thermal properties and relaxation dynamics in metallic glasses},
author = {N. T. Que and A. D. Phan and T. Tran and P. T. Huy and M. X. Trang and T. V. Luong},
doi = {10.1016/j.mtcomm.2025.112287},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
journal = {Materials Today Communications},
volume = {45},
pages = {112287},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}
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.
Links | BibTeX | Tags: BUSINESS AI Lab
@article{Luong2025OTFSDeepLearning,
title = {Deep learning for noncoherent OTFS modulation},
author = {T. V. Luong and V. -C. Pham},
doi = {10.1007/s11235-025-01312-z},
year = {2025},
date = {2025-01-01},
urldate = {2025-01-01},
journal = {Telecommunication Systems},
volume = {88},
number = {2},
pages = {73–90},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}
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.
In: Nanoscale Advances, vol. 6, pp. 3106–3118, 2024.
Links | BibTeX | Tags: BUSINESS AI Lab
@article{Nguyen2024SERSSensor,
title = {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},
author = {H. A. Nguyen and Q. D. Mai and D. T. N. Nga and M. K. Pham and Q. K. Nguyen and T. H. Do and T. V. Luong and V. D. Lam and A. -T. Le},
doi = {10.1039/D3NA01113E},
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
journal = {Nanoscale Advances},
volume = {6},
pages = {3106–3118},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}
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
@conference{Hung2024NEU-ESC,
title = {NEU-ESC: A comprehensive Vietnamese dataset for educational sentiment analysis and topic classification},
author = {H. M. Phan and Q. H. Nguyen and P. G. Duong and H. H. Nguyen and N. T. Long},
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
booktitle = {Proc. NOLTA 2024 (IEICE Symposium)},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {conference}
}
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
@conference{Vuong2024NOLTA,
title = {Effective intrusion detection for UAV communications using autoencoder-based feature extraction and machine learning approach},
author = {T. -C. Vuong and C. C. Nguyen and V. -C. Pham and T. -T. H. Le and X. -N. Tran and T. V. Luong},
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
booktitle = {Proc. Int. Symp. Nonlinear Theory and its Applications (NOLTA)},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {conference}
}
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.
Links | BibTeX | Tags: BUSINESS AI Lab
@article{Tuan2026,
title = {A training-free mixture-of-agents framework for multi-document summarization using LLMs and knowledge graphs},
author = {Cuong Vuong Tuan and Trang Mai Xuan and Tien-Cuong Nguyen and Vu-Duc Ngo and Thien Van Luong},
doi = {10.1007/s00521-026-12249-y},
issn = {1433-3058},
journal = {Neural Comput & Applic},
volume = {38},
number = {13},
publisher = {Springer Science and Business Media LLC},
keywords = {BUSINESS AI Lab},
pubstate = {published},
tppubtype = {article}
}