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STT Tên Bài báo Tên Tạp chí Tên tác giả Người chủ trì Là kết quả từ đề tài/ dự án NCKH Loại tạp chí
1 Self-controlling Photonic-on-Chip Networks With Deep Reinforcement Learning Nature Scientific Report Nguyen Do, Dung Truong, Duy Nguyen, Minh Hoai, Cuong Pham Phạm Văn Cường VINIF.DA012.2019 SCI,Q1
2 Combining skeleton and accelerometer data for human fine-grained activity recognition and abnormal behaviour detection with deep temporal convolutional networks Multimedia Tools and Applications Cuong Pham, Linh Nguyen, Anh Nguyen, Ngon Nguyen, Toi Nguyen Phạm Văn Cường SCIE-Q1
3 Masked Face Recognition with Convolutional neural networks and Local binary patterns Applied Intelligence Nam Vu, Huong Nguyen, Cuong Pham Vũ Hoài Nam SCI-Q2
4 Gesture Recognition Using Wearable Sensors with Bi-LSTM convolutional networks IEEE Sensors Khanh Nguyen, Nam Vu, Ngon Nguyen, Cuong Pham Nguyễn Trọng Khánh ĐTĐLCN-16/18 SCIE-Q1
5 Detecting common web attacks based on supervised machine learning using web logs Journal of Theoretical and Applied Information Technology, Vol.99. No 6, March, 2021 XUAN DAU HOANG, TRONG HUNG NGUYEN Hoàng Xuân Dậu Scopus Q4
6 An improved model for detecting DGA botnets using random forest algorithm Information Security Journal: A Global Perspective, June 2021 Xuan Dau Hoang, Xuan Hanh Vu Hoàng Xuân Dậu ESCI Q2
7 Detecting Website Defacement Attacks Using Web-page Text and Image Features (IJACSA) International Journal of Advanced Computer Science and Applications Vol. 12, No. 7, 2021 Trong Hung Nguyen, Xuan Dau Hoang, Duc Dung Nguyen Hoàng Xuân Dậu ESCI Q3
8 A multi-layer approach for advanced persistent threat detection using machine learning based on network traffic Journal of Intelligent & Fuzzy Systems, April, 2021. DOI: 10.3233/JIFS-202465 Xuan, Cho Do,  Duong, Duc, Dau Hoang Xuan Đỗ Xuân Chợ SCIE Q2
9 A novel machine learning-based approach for detecting word-based DGA botnets Journal of Theoretical and Applied Information Technology, Vol.99. No 24, March, 2021 XUAN HANH VU, XUAN DAU HOANG Hoàng Xuân Dậu Scopus Q4
10 A novel approach for APT attack detection based on combined deep learning model Neural Computing and Applications Đỗ Xuân Chợ, Đào Hoàng Mai Đỗ Xuân Chợ ISI/Q1
11 A multi-layer approach for advanced persistent threat detection using machine learning based on network traffic Journal of Intelligent & Fuzzy Systems Đỗ Xuân Chợ, Dương Trần Đức, Hoàng Xuân Dậu Đỗ Xuân Chợ ISI/Q2
12 Optimization of network traffic anomaly detection using machine learning International Journal of Electrical and Computer Engineering (IJECE) Đỗ Xuân Chợ, Hoàng Thành, Nguyễn Tùng Lâm Đỗ Xuân Chợ Scopus/Q2
13 Optimization of APT attack detection based on a model combining ATTENTION and deep learning Journal of Intelligent & Fuzzy Systems Đỗ Xuân Chợ, Dương Trần Đức Đỗ Xuân Chợ ISI/Q2
14 Social Network Analysis Based on Combining Probabilistic Models with Graph Deep Learning Communication and Intelligent Systems Xuan Truong Dinh, Hai Van Pham Phạm Văn Hải Q4
15 Improving Social Trend Detection Based on User Interaction and Combined with Keyphrase Extraction Using Text Features on Word Graph Lecture Notes in Networks and Systems XuanTruong Dinh, TienDat Trinh, TuyenDo Ngoc, VanHai Pham Đinh Xuân Trường, Phạm Văn Hải Q4
16 Simultaneous Measurement of Two-Phase Flow Parameters for Drift-Flux Model International Journal of Heat and Technology Nguyễn Tất Thắng Nguyễn Tất Thắng Không Scopus Q3
17 Estimation in Semantic Similarity of Texts Journal of Information Science and Engineering (JISE), 37(3), p.617-633, 2021. ISSN:1016-2364 (SCIE, Q3) Nguyễn Mạnh Hùng,
Trần Đình Quế		 Nguyễn Mạnh Hùng SCIE – Q3
18 Joint Detection and Decoding of Mixed-ADC Large-Scale MIMO Communication Systems With Protograph LDPC Codes IEEE Access Hung N. Dang, Hieu T. Nguyen, Thuy V. Nguyen Đặng Ngọc Hùng ISI/Q1
19 Community detection in partially observable social networks ACM Transactions on Knowledge Discovery from Data Trần Tiến Công, Won-Yong Shin, Andreas Spitz Trần Tiến Công SCI-Q1
20 An improved approach for estimating social POI boundaries with textual attributes on social media Knowledge-Based Systems Trần Tiến Công, Đỗ Vũ Dũng, Won-Yong Shin Trần Tiến Công SCI-Q1
21 A collaborative approach to early detection of IoT Botnet Computers & Electrical Engineering Giang L.Nguyen, Braulio Dumba, Quoc-Dung Ngo, Hai-VietLe, Tu N.Nguyen Ngô Quốc Dũng VAST01.06/21-22 SCIE-Q1
22 Towards effectively feature graph-based IoT botnet detection via reinforcement learning Journal of Intelligent & Fuzzy Systems Ngo Quoc-Dung, Nguyen Huy-Trung, Nguyen, Le-Cuong Ngô Quốc Dũng KC-4.0-05/19-25 SCIE-Q2
23 Vietnamese character recognition based on CNN model with reduced character classes Bulletin of Electrical Engineering and Informatics Ha Thi Phan, Đức Trung Trần Phan Thị Hà Scopus Q3
24 Stuck Query Point Processing Of Multi-point Query For Image Retrieval With Relevance Feedback Journal of Information Hiding and Multimedia Signal Processing, Volume 12, Number 2, June 2021 An Hồng Sơn, Đào Thị Thúy Quỳnh, Nguyễn Hữu Quỳnh Đào Thị Thúy Quỳnh Không Scopus Q3
25 Semantic class discriminant projection for image retrieval with relevance feedback Multimedia Tools and Applications (2021), Volume 80:15351–15376 Nguyễn Hữu Quỳnh, Cù Việt Dũng, Đào Thị Thúy Quỳnh Đào Thị Thúy Quỳnh Đề tài Nafosted
Mã số:
102.01-2020.10		 SCIE,Q1
26 Optimized Uniform Scalar Quantizers of Ternary ADCs for Large-Scale MIMO Communications IEEE Access Thuy V Nguyen Nguyễn Văn Thuỷ Không ISI/Q1
27 Optimal Energy Efficiency with Delay Constraints for Multi-layer Cooperative Fog Computing Networks IEEE Transactions on Communications Thai T Vu, Diep N Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz, Thuy V Nguyen Nguyễn Văn Thuỷ ISI/Q1