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Incomplete Knowledge Graph Alignment [article]

Vinh Van Tong, Thanh Trung Huynh, Thanh Tam Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Quyet Thang Huynh
2022 arXiv   pre-print
Knowledge graph (KG) alignment - the task of recognizing entities referring to the same thing in different KGs - is recognized as one of the most important operations in the field of KG construction and completion. However, existing alignment techniques often assume that the input KGs are complete and isomorphic, which is not true due to the real-world heterogeneity in the domain, size, and sparsity. In this work, we address the problem of aligning incomplete KGs with representation learning.
more » ... r KG embedding framework exploits two feature channels: transitivity-based and proximity-based. The former captures the consistency constraints between entities via translation paths, while the latter captures the neighbourhood structure of KGs via attention guided relation-aware graph neural network. The two feature channels are jointly learned to exchange important features between the input KGs while enforcing the output representations of the input KGs in the same embedding space. Also, we develop a missing links detector that discovers and recovers the missing links in the input KGs during the training process, which helps mitigate the incompleteness issue and thus improve the compatibility of the learned representations. The embeddings then are fused to generate the alignment result, and the high-confidence matched node pairs are updated to the pre-aligned supervision data to improve the embeddings gradually. Empirical results show that our model is more accurate than the SOTA and is robust against different levels of incompleteness.
arXiv:2112.09266v2 fatcat:sbdss7wlbza35hwpe34gpasxza

Silk Fibroin-Based Biomaterials for Biomedical Applications: A Review

Thang Phan Nguyen, Quang Vinh Nguyen, Van-Huy Nguyen, Thu-Ha Le, Vu Quynh Nga Huynh, Dai-Viet N. Vo, Quang Thang Trinh, Soo Young Kim, Quyet Van Le
2019 Polymers  
Since it was first discovered, thousands of years ago, silkworm silk has been known to be an abundant biopolymer with a vast range of attractive properties. The utilization of silk fibroin (SF), the main protein of silkworm silk, has not been limited to the textile industry but has been further extended to various high-tech application areas, including biomaterials for drug delivery systems and tissue engineering. The outstanding mechanical properties of SF, including its facile processability,
more » ... superior biocompatibility, controllable biodegradation, and versatile functionalization have allowed its use for innovative applications. In this review, we describe the structure, composition, general properties, and structure-properties relationship of SF. In addition, the methods used for the fabrication and modification of various materials are briefly addressed. Lastly, recent applications of SF-based materials for small molecule drug delivery, biological drug delivery, gene therapy, wound healing, and bone regeneration are reviewed and our perspectives on future development of these favorable materials are also shared.
doi:10.3390/polym11121933 pmid:31771251 pmcid:PMC6960760 fatcat:uc5yoo5wvzcbjgc5mdlol35gem

Đặc điểm lâm sàng rối loạn phổ tự kỷ từ 24 - 72 tháng tại Thành phố Cần Thơ

Trần Thiện Thắng, Nguyễn Minh Phương, Huỳnh Nguyễn Phương Quang, Phan Việt Hưng, Võ Văn Thi, Nguyễn Văn Tuấn
2022 Tap chi nghien cuu y hoc  
Qua 60 trẻ rối loạn phổ tự kỷ từ 24 - 72 tháng ghi nhận: phụ huynh là người phát hiện bất thường đầu tiên (96,7%) qua 2 triệu chứng "chậm nói" (60,0%) và "giảm tiếp xúc mắt" (16,7%) chủ yếu ở giai đoạn  ...  18 - 24 tháng (96,7%), tuổi chẩn đoán trung bình là 31,07 ± 8,3 tháng, với 59,4% trẻ nặng.  ...  Tạp chí Y học Việt Nam. 2020; 501(1): 124-128. Doi:10.51298/ vmj.v502i1.574. 11. Phuong Minh Nguyen, Thang Thien Tran.  ... 
doi:10.52852/tcncyh.v150i2.729 fatcat:vkab2skavvditatdg5pqys22oa


Trần Minh Quang, Huỳnh Hồ Ngọc Quỳnh
2022 Y học Việt Nam  
Kết quả: Thang đo WSS, BRCS và BRS tiếng Việt có tính tin cậy cao với hệ số Cronbach's Alpha lần lượt là 0,84, 0,83 và 0,87.  ...  Kết luận: Thang đo WSS, BRCS và BRS tiếng Việt trong nghiên cứu này cho thấy độ tin cậy cao và tính giá trị phù hợp để đánh giá tình trạng stress tại nơi làm việc, cách ứng phó thích nghi với stress và  ...  Trần Minh Quang 1 , Huỳnh Hồ Ngọc Quỳnh 1 TÓM TẮT5 3 Mục tiêu: Đánh giá tính tin cậy và giá trị của thang đo stress tại nơi làm việc (WSS), ứng phó thích nghi (BRCS) và khả năng phục hồi (BRS) trên nhân  ... 
doi:10.51298/vmj.v511i1.2084 fatcat:vb5spja6a5et5esh7asiyxb27m

Evaluation of Artificial Neural Network Architectures for Pattern Recognition on FPGA

Thang Viet Huynh
2017 International Journal of Computing and Digital Systems  
In this paper, we present the design and implementation of two hardware architectures, namely MHL-ANN and SHL-ANN, for the realization of artificial neural networks on reconfigurable computing platforms like FPGA. We use 16-bit halfprecision floating-point number format to represent the weights of the designed networks. The networks are synthesized and verified on Xilinx Virtex-5 XC5VLX-110T FPGA. We study the scalability and hardware resource utilization of the two proposed neural network
more » ... tectures. For performance evaluation, the handwritten digit recognition application with MNIST database is performed, which reported a recognition rate of 90.88% when using an MHL-ANN architecture of size 20-12-10 and a recognition rate of 96.83% when using an SHL-ANN architecture of size 784-40-10. Experimental results showed that the SHL-ANN architecture is very potential for high performance embedded recognition applications.
doi:10.12785/ijcds/060305 fatcat:wfho7bcrkzhjhm5xpwbgqwvz7i

Fabrication technology for aluminium-alloy tanks carrying petroleum and chemical substances in Viet Nam

Dao Quoc Hung, Dũng Trần Thanh, Thắng Đinh Văn, Duy Huỳnh Nhật, Lập Thượng Công
2021 Science & Technology Development Journal - Engineering and Technology  
Công nghệ chế tạo bồn vận chuyển xăng dầu và hóa chất bằng hợp kim nhôm tại Việt Nam Đào Quốc Hưng * , Trần Thanh Dũng, Đinh Văn Thắng, Huỳnh Nhật Duy, Thượng Công Lập Use your smartphone to scan this  ...  Đinh Văn Thắng đã xây dựng qui trình sản xuất bồn HK nhôm chở xăng dầu. Huỳnh Nhật Duy đã xây dựng qui trình kiểm soát chất lượng bồn HK nhôm.  ... 
doi:10.32508/stdjet.v3isi2.568 fatcat:uu6ox6r5ivfg5lvzfixbda2fju

Evaluation of the Stretch S6 Hybrid Reconfigurable Embedded CPU Architecture for Power-Efficient Scientific Computing

Thang Viet Huynh, Manfred Mücke, Wilfried N. Gansterer
2012 Procedia Computer Science  
Huynh et al. [17] demonstrated implementation of a double precision floating-point FMA operation within the reconfigurable fabric of the commercially available Stretch S6 hybrid reconfigurable CPU.  ... 
doi:10.1016/j.procs.2012.04.021 fatcat:cn6cu3waabacpepdwvd6rb4ruu


Nguyễn Minh Phương, Thái Huỳnh Ngọc Trân, Trần Nhã Uyên, Đinh Phú Thọ, Nguyễn Việt Nhựt Minh, Võ Ngọc Trang Đài, Nguyễn Thị Phương Hiền, Trần Thiện Thắng
2021 Y học Việt Nam  
Ngọc Trân 1 , Trần Nhã Uyên 1 , Đinh Phú Thọ 1 , Nguyễn Việt Nhựt Minh 1 , Võ Ngọc Trang Đài 1 , Nguyễn Thị Phương Hiền 1 , Trần Thiện Thắng 1 TÓM TẮT2 3 Đặt vấn đề: Rối loạn phổ tự kỷ (RLPTK) là một  ...  Đều này cũng tương đồng với tác giả Đào Thị Sâm [3] nghiên cứu trên đối tượng phụ huynh.  ... 
doi:10.51298/vmj.v501i2.503 fatcat:nk6lgz5d2ngabl67oqaoziebxy

Findings and lessons from establishing Zika virus surveillance in southern Viet Nam, 2016

Lan Trong Phan, Pasteur Institute, Ho Chi Minh City, Viet Nam, Quang Chan Luong, Thi Hong Hien Do, Cindy Chiu, Thang Minh Cao, Thao Thi Thanh Nguyen, Hai Thanh Diep, Thao Phuong Huynh, Dung Tri Nguyen, Nga Hong Le, Satoko Otsu (+3 others)
2019 Western Pacific Surveillance and Response  
Here we demonstrate an adaptable surveillance system that detected ZIKV-positive cases in southern Viet Nam.  ...  To document the evolution and optimization of the Zika virus (ZIKV) disease surveillance system in southern Viet Nam in 2016 and to describe the characteristics of the identified ZIKV-positive cases.  ...  In 2016, the Viet Nam Ministry of Health issued an initial and a revised official case definitions guided by the international outbreak situation and local data from Viet Nam, as listed in Table 1 .  ... 
doi:10.5365/wpsar.2018.9.2.014 pmid:31720051 pmcid:PMC6831960 fatcat:n6x4znncovaxbc2bztef4qrnoi

Thiết kế chế tạo xe robot vận tải hàng nặng

Cai Viet Anh Dung, Le Ngoc Huan, Nguyen Viet Thang, Nguyen Duc Canh, Nguyen Thanh Son, Trinh Trung Dung, Le Minh Khiem, Phan Tran Thanh Loi, Thai Nhat An, Huynh Tan Hung, Nguyen Hung Tinh Vu, Nguyen Huy Thien
2021 Journal of Technical Education Science  
Việt Nam hiện vẫn đang có lợi thế về nguồn nhân lực giá rẻ. Tuy nhiên, trong bối cảnh thế giới đang hướng đến cuộc cách mạng công nghiệp lần thứ 4, điều này sẽ nhanh chóng thay đổi.  ...  GIỚI THIỆU Việc sử dụng robot trong các nhà máy, xí nghiệp sản xuất trong nước hiện nay đang được xem là một nhu cầu rất cấp thiết khi ngành sản xuất công nghiệp Việt Nam đang nhanh chóng hiện đại hóa  ... 
doi:10.54644/jte.64.2021.56 fatcat:fptxgbdyxbcgxjenw7xu2grwkm

Anti-Inflammatory and Antimicrobial Activities of Compounds Isolated from Distichochlamys benenica

Ty Viet Pham, Hanh Nhu Thi Hoang, Hoai Thi Nguyen, Hien Minh Nguyen, Cong Thang Huynh, Thien Y Vu, Anh Thu Do, Nguyen Hoai Nguyen, Bich Hang Do, Ziqing Li
2021 BioMed Research International  
Duc Duy Vo of Uppsala University, Sweden, and all members of the High-Performance Computing (HPC) group of Ton Duc Thang University, Vietnam, who have been sincerely recognized for their contributions  ... 
doi:10.1155/2021/6624347 pmid:33880371 pmcid:PMC8046538 fatcat:wnsh6qfy55fi5d73p7ow6tos6q

A real-time model based Support Vector Machine for emotion recognition through EEG

Viet Hoang Anh, Manh Ngo Van, Bang Ban Ha, Thang Huynh Quyet
2012 2012 International Conference on Control, Automation and Information Sciences (ICCAIS)  
Huynh Thi Thanh Binh, Ha Dinh Ly. Genetic Algorithm for Solving Multilayer Survivable Optical Network Design Problem.  ...  Huynh Thi Thanh Binh. Hybrid Particle Swarm Optimization for Solving Multi-Area Economic Dispatch Problem. International Journal on Soft Computing, pp.17-27. Vol.4, No.2, May 2013, 2229 -6735. 14.  ... 
doi:10.1109/iccais.2012.6466585 fatcat:3q2riueqt5cyjgxn2b2ma7ov34

A New Formulation for Predicting the Collision Damage of Steel Stiffened Cylinders Subjected to Dynamic Lateral Mass Impact

Quang Thang Do, Van Vu Huynh, Mai The Vu, Vu Van Tuyen, Nhut Pham-Thanh, Tran Hung Tra, Quang-Viet Vu, Sang-Rai Cho
2020 Applied Sciences  
The objective of this study is to develop a new formulation for predicting the permanent local denting damage of steel ring and/or stringer-stiffened cylinders under dynamic lateral mass impact. The considered scenarios could represent the collisions of offshore cylindrical structures with bow or stern of service vessels or floating objects. Before deriving the formulations, the numerical methods were developed using ABAQUS/Explicit to determine the deformation of these stiffened cylinder
more » ... ures subjected to dynamic lateral mass impact. Next, rigorous parametric studies were performed on the actual design full-scaled stiffened cylinder examples using the developed numerical method. Based on the rigorous numerical results, new simple design formulations to predict the maximum permanent local dent depth of a stiffened cylinder are derived through a regression study as the function of a non-dimensional energy parameter. The accuracy and reliability of the derived formulations are confirmed by comparison with the available test results, nonlinear FEA and existing analytical, and empirical equations in the literature. A good agreement with existing test data for ship-offshore structure collisions was achieved.
doi:10.3390/app10113856 fatcat:pbnutagv6zfhfboohaa4laylym

Enabling and Emerging Technologies for Social Distancing: A Comprehensive Survey [article]

Cong T. Nguyen, Yuris Mulya Saputra, Nguyen Van Huynh, Ngoc-Tan Nguyen, Tran Viet Khoa, Bui Minh Tuan, Diep N. Nguyen, Dinh Thai Hoang, Thang X. Vu, Eryk Dutkiewicz, Symeon Chatzinotas, Bjorn Ottersten
2020 arXiv   pre-print
Social distancing is crucial for preventing the spread of viral diseases illnesses such as COVID-19. By minimizing the closely physical contact between people, we can reduce chances of catching the virus and spreading it to the community. This paper aims to provide a comprehensive survey on how emerging technologies, e.g., wireless and networking, AI can enable, encourage, and even enforce social distancing. To that end, we provide a fundamental background of social distancing including basic
more » ... ncepts, measurements, models and propose practical scenarios. We then discuss enabling wireless technologies which are especially effective and can be widely adopted in practice to keep distance and monitor people. After that, emerging technologies such as machine learning, computer vision, thermal, ultrasound, etc., are introduced. These technologies open many new solutions and directions to deal with problems in social distancing, e.g., symptom prediction, detection and monitoring quarantined people, and contact tracing. Finally, we provide important open issues and challenges (e.g., privacy-preserving, cybersecurity) in implementing social distancing in practice.
arXiv:2005.02816v1 fatcat:3gk7vy5k5ravzceb3c2t23e74e

Electrophoretic Codeposition of MoOx/MoS2 Thin Film for Platinum-Free Counter Electrode in Quantum Dot Solar Cells

Thanh Tung Nguyen, Huy Phap Ngo, Van Thang Le, Le Thanh Nguyen Huynh, Viet Hai Le, Thai Hoang Nguyen, Hoang Long Ngo, Yuanzuo Li
2021 International Journal of Photoenergy  
The MoOx/MoS2 thin films were manufactured on conducting glass (FTO) from the ethanolic mixture of colloidal molybdenum disulfide (MoS2) and molybdenum oxides (MoOx) by electrophoretic deposition method and were used for counter electrode of quantum dot solar cells. Different ramp-rate conditions for electrophoretic deposition as well as bias potential were investigated in an attempt to get the highest possible electrocatalytic activity of polysulfide (S2-/Sn2-) redox couple. In this research,
more » ... nterestingly, by simply using CdS/CdSe/ZnS photoanode and polysulfide electrolyte under 1000 W.m−2 AM 1.5 G illumination, the power conversion efficiency of MoOx/MoS2-counter-electrode-based QDSC was achieved up to 2.01%, which was double compared to platinum-based counter electrode of QDSCs.
doi:10.1155/2021/7691202 fatcat:blvz7k4lirekng5uja4hyrzv3a
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