List of publications in 2022

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In 2022, the Information Technology Institute of Vietnam National University, Hanoi (VNU) has published 45 scientific articles, papers on the WoS/Scopus database, reaching the rate of 2.9 articles/faculty, belongs to the leading group in VNU and 16 other scientific articles/papers. The following is a list of published scientific papers:

Articles/papers indexed in WoS/Scopus database:

  1. Duy-Anh Nguyen, Xuan-Tu Tran, Khanh N Dang, Francesca Iacopi, A low-power, high-accuracy with fully on-chip ternary weight hardware architecture for Deep Spiking Neural Networks, Microprocessors and Microsystems, Volume 90, April 2022. DOI: 10.1016/ j.micpro.2022.104458 [ISI].
  2. Hung K. Nguyen, Xuan-Tu Tran, Design and Implementation of a Coarse-grained Dynamically Reconfigurable Multimedia Accelerator, ACM Trans. Parallel Comput. 9, Issue 3, Article 11, September 2022, 23 pages, DOI: 10.1145/3543544 [ISI].
  3. Dinh Van Dzung, Spatio–Temporal Analysis on Group Multi-Criteria Decision Making based on Temporal Complex Neutrosophic Set: a case study of Vietnam tourist destination choices, International Journal of Fuzzy Systems [ISI].
  4. Ngo Doanh Nguyen, Duy Hieu Bui, Fawnizu Azmadi Hussin, Xuan Tu Tran, An Adaptive Hardware Architecture using Quantized HOG Features for Object Detection, 2022 International Conference on IC Design and Technology (ICICDT), 21-23 September 2022, Hanoi, Vietnam. DOI: 10.1109/ICICDT56182.2022.9933068 [Scopus].
  5. Duy-Anh Nguyen, Xuan-Tu Tran, Francesca Iacopi, GAQ-SNN: A Genetic Algorithm based Quantization Framework for Deep Spiking Neural Networks, 2022 International Conference on IC Design and Technology (ICICDT), 21-23 September 2022, Hanoi, Vietnam. DOI: 10.1109/ICICDT56182.2022.9933070 [Scopus].
  6. Duc Manh Nguyen, Duy Hieu Bui, Xuan Tu Tran, A low-power CT Second-Order VCO-based ∆Σ ADC for Audio Recording on Skywater 130 nm, 2022 International Conference on Advanced Technologies for Communications (ATC), 20-22 October 2022, Hanoi, Vietnam DOI: 10.1109/ATC55345.2022.9943011 [Scopus].
  7. Ngo Doanh Nguyen, Duy Hieu Bui, Xuan Tu Tran, Tiny Neuron Network System based on RISC-V Processor: A Decentralizes Approach for IoT Applications, 2022 International Conference on Advanced Technologies for Communications (ATC), 20-22 October 2022, Hanoi, Vietnam. DOI: 10.1109/ATC55345.2022.9942990 [Scopus].
  8. Mohammed Al-Shatari, Fawnizu Azmadi Hussin, Azrina Abd Aziz, Mohd Saufy Rohmad, Xuan-Tu Tran, Composite Lightweight Authenticated Encryption Based on LED Block Cipher and PHOTON Hash Function for IoT Devices, 15th International Symposium on Embedded Multicore/Manycore SoCs (MCSoC-2022), Dec. 19-22, 2022 [Scopus].
  9. Dinh Dung, Vu Nhat Huy, Approximation by linear combinations of translates of a single function, Mathematical Inequalities & Applications, Volume 25, Number 1 (2022), 169–186. DOI: 10.7153/mia-2022-25-11 [ISI].
  10. Dinh Dung, Collocation approximation by deep neural ReLU networks for parametic eliptic PDEs with lognormal inputs, Sbornik Mathematics. DOI: 10.48550/arXiv.2111.05504 [ISI].
  11. Dinh Dung, Van Kien Nguyen, Christoph Schwab, Jakob Zech, Analyticity and sparcity in uncertainty quantification for PDEs with Gaussian random field inputs, Lecture Notes in Mathematics. DOI: 10.48550/arXiv.2201.01912 [ISI].
  12. Dinh Dung, Van Kien Nguyen, Duong Thanh Pham, Deep ReLU neural networks approximation of parametic and stochastic eliptic PDEs with lognormal inputs, Journal of Complexity. DOI: 10.48550/arXiv.2111.05854 [ISI].
  13. Dinh Dung, Van Kien Nguyen, Optimal numerical integration and approximation of function on R^d with Gaussian measure, IMA Journal of Numerical Analysis. DOI: 10.48550/ arXiv.2207.01155 [ISI].
  14. Dinh Dung, Numerical weighted integration of function having mixed smoothness, Journal of Complexity. DOI: 10.48550/arXiv.2208.09108 [ISI].
  15. Manh Hung Nguyen, Ha-Nam Nguyen, Trung Nghia Vu, Evaluation of methods to detect circular RNAs from single-end RNA-sequencing data, BMC genomics 23 (1), 1-13. DOI: 10.1186/s12864-022-08329-7 [ISI].
  16. Hong-Lam Le, Duc-Nhan Nguyen, Thi-Hau Nguyen, Ha-Nam Nguyen, A Novel Feature Set Extraction Based on Accelerometer Sensor Data for Improving the Fall Detection System, Electronics 11 (7), 1030. DOI: 10.3390/electronics11071030 [ISI].
  17. Nguyen Hoang Son, J. Demetrovics, Vu Duc Thi, Nguyen Ngoc Thuy, Investigation of Dense Family of Closure Operations, Cybernetics and Information Technologies, 22 (3), pp. 18-28. DOI: 10.2478/cait-2022-0025 [ISI].
  18. Dinh Thu Khanh, Vu Duc Thi, Nguyen Long Giang, Le Hoang Son, Some Problems Related to Reducts of Consistent Incomplete Decision Tables, International Journal of Mathematical, Engineering and Management Sciences, 7 (2), pp. 288-298. DOI: 10.33889/IJMEMS. 2022.7.1.019 [ISI].
  19. Hong-Lam Le, Duc-Nhan Nguyen, Ha-Nam Nguyen, Applying PSO to improve the pedestrian fall detection rate using wearable sensor data, 2022 24th International Conference on Advanced Communication Technology (ICACT). DOI: 10.23919/ICACT53585.2022.9728904 [Scopus].
  20. Anh Thi Lan Nguyen, Quan Hong Do, Tung Trung Doan, Vu Viet Vu, Cuong Le, Applying PSO to improve the pedestrian fall detection rate using wearable sensor data, 2023 25th International Conference on Advanced Communication Technology (ICACT) [Scopus].
  21. Viet-Vu Vu, Byeongnam Yoon, Dinh-Lam Pham, Hong-Quan Do, Hai-Minh Nguyen, Tran-Chung Dao, Thi-Hai-Yen Nguyen, Doan-Vinh Tran, Thi-Huong-Ly Nguyen, Viet-Thang Vu, Density peak clustering evaluation, 2023 25th International Conference on Advanced Communication Technology (ICACT) [Scopus].
  22. Viet-Thang Vu, Thanh Quyen Bui Thi, Hong-Seng Gan, Viet-Vu Vu, Do Manh Quang, Vu Thanh Duc, Dinh-Lam Pham, Activation functions for deep learning: an application for rare-form attack detection in wireless local area network (WLAN), 2023 25th International Conference on Advanced Communication Technology (ICACT) [Scopus].
  23. MH Nguyen, DN Moldovyan, NA Moldovyan, MQ Le, GL Nguyen, Blind Signature Protocol Based on Hidden Discrete Logarithm Problem Set in a Commutative Algebra, Iranian Journal of Science and Technology, Transactions A: Science, 46, pages 323–332 (2022). DOI: 10.1007/s40995-021-01257-3 [ISI].
  24. H. Phuc, H.T. Binh, L.Q. Minh, N.N. Binh, P.V. Huong, Data partitioning and asynchronous processing to improve the embedded software performance on multicore processors, Informatics and Automation journal, Vol. 2, Issue 21, pp. 243–274. DOI: 10.15622/ia.21.2.2 [ISI].
  25. M Rajeswari, E Golden Julie, Y Harold Robinson, Ebin Joseph, AS Arun, Ebin Sebastian, Raghvendra Kumar, Hoang Viet Long, Le Hoang Son, Detection of tyre defects using weighted quality-based convolutional neural network, Soft Computing volume 26, pages 4261–4273. DOI: 10.1007/s00500-022-06878-3 [ISI].
  26. Do Ngoc Tuyen, Tran Manh Tuan, Xuan-Hien Le, Nguyen Thanh Tung, Tran Kim Chau, Pham Van Hai, Vassilis C Gerogiannis, Le Hoang Son, RainPredRNN: A New Approach for Precipitation Nowcasting with Weather Radar Echo Images Based on Deep Learning, Axioms 2022, 11(3). DOI: 10.3390/axioms11030107 [ISI].
  27. Pham Huy Thong, Tran Manh Tuan, Dang Trong Hop, Vu Duc Thai, Nguyen Hai Minh, Nguyen Long Giang, Le Hoang Son, TS3FCM: trusted safe semi-supervised fuzzy clustering method for data partition with high confidence, Multimedia Tools and Applications volume 81, pages 12567–12598 (2022). DOI: 10.1007/s11042-022-12133-6 [ISI].
  28. Madeline Hui Li Lee, Yee Chee Ser, Ganeshsree Selvachandran, Pham Huy Thong, Le Cuong, Le Hoang Son, Nguyen Trung Tuan, Vassilis C Gerogiannis, A Comparative Study of Forecasting Electricity Consumption Using Machine Learning Models, Mathematics 2022, 10(8), 1329. DOI: 10.3390/math10081329 [ISI].
  29. Ganeshsree Selvachandran, Shio Gai Quek, Raveendran Paramesran, Weiping Ding, Le Hoang Son, Developments in the detection of diabetic retinopathy: a state-of-the-art review of computer-aided diagnosis and machine learning methods, Artificial intelligence review. DOI: 10.1007/s10462-022-10185-6 [ISI].
  30. Cu Kim Long, Pham Van Hai, Tran Manh Tuan, Luong Thi Hong Lan, Pham Minh Chuan, Le Hoang Son, A novel fuzzy knowledge graph pairs approach in decision making, Multimedia Tools and Applications (2022). DOI: 10.1007/s11042-022-13067-9 [ISI].
  31. Shio Gai Quek, Ganeshsree Selvachandran, D Ajay, P Chellamani, David Taniar, Hamido Fujita, Phet Duong, Le Hoang Son, Nguyen Long Giang, New concepts of pentapartitioned neutrosophic graphs and applications for determining safest paths and towns in response to COVID-19, Computational and Applied Mathematics volume 41, Article number: 151 (2022). DOI: 10.1007/s40314-022-01823-4 [ISI].
  32. Le Truong Giang, Le Hoang Son, Nguyen Long Giang, Tran Manh Tuan, Nguyen Van Luong, Mai Dinh Sinh, Ganeshsree Selvachandran, Vassilis C Gerogiannis, A new co-learning method in spatial complex fuzzy inference systems for change detection from satellite images, Neural Computing and Applications. DOI: 10.1007/s00521-022-07928-5 [ISI].
  33. Shio Gai Quek, Ganeshsree Selvachandran, D Ajay, P Chellamani, David Taniar, Hamido Fujita, Phet Duong, Le Hoang Son, Nguyen Long Giang, Enhancement of Gravity Centrality Measure Based on Local Clustering Method by Identifying Influential Nodes in Social Networks, Multimedia Technology and Enhanced Learning. DOI: 10.1007/978-3-031-18123-8_48 [ISI].
  34. Shio Gai Quek, Ganeshsree Selvachandran, Jun Hao Tan, Hao Yang Adam Thiang, Nguyen Trung Tuan, Le Hoang Son, A New Hybrid Model of Fuzzy Time Series and Genetic Algorithm Based Machine Learning Algorithm: A Case Study of Forecasting Prices of Nine Types of Major Cryptocurrencies, Big Data Research, 28, art. no. 100315. DOI: 10.1016/ j.bdr.2022.100315 [ISI].
  35. Vo Truong Nhu Ngoc, Do Hoang Viet, Tran Manh Tuan, Pham Van Hai, Nguyen Phu Thang, Do Ngoc Tuyen, Le Hoang Son, VNU-diagnosis: A novel medical system based on deep learning for diagnosis of periapical inflammation from X-Rays images, Journal of Intelligent and Fuzzy Systems, 43 (1), pp. 1417-1427. DOI: 10.3233/JIFS-213299 [ISI].
  36. Nizar Rokbani, Raghvendra Kumar, Adel M. Alimi, Pham Huy Thong, Ishaani Priyadarshini, Viet Ha Nhu, Phuong Thao Thi Ngo, Impacts of heuristic parameters in PSO inverse kinematics solvers, International Journal of Nonlinear Sciences and Numerical Simulation, 23 (6), pp. 833-858. DOI: 10.1515/ijnsns-2020-0031 [ISI].
  37. Selvachandran, G., Quek, S.G., Son, L.H., Thong, P.H., Vo, B., Hawari, T.A.A., Salleh, A.R., Relations and compositions between interval-valued complex fuzzy sets and applications for analysis of customers’ online shopping preferences and behavior, Applied Soft Computing, 114. DOI: 10.1016/j.asoc.2021.108082 [ISI].
  38. Pham Van Duong, Tien-Dat Trinh, Hai Van Pham, Tran Manh Tuan, Le Hoang Son, Huy-The Vu, Minh-Tien Nguyen, Pham Minh Chuan, A New Approach of Question Answering based on Knowledge Graph in Traditional Medicine, Proceeding of the 7th International Conference on Research in Intelligent Computing in Engineering (RICE-2022), November 3-4, 2022 [Scopus].
  39. Pham Minh Chuan, Luong Thi Hong Lan, Tran Manh Tuan, Nguyen Hong Tan, Cu Kim Long, Pham Van Hai, Le Hoang Son, Chronic kidney disease diagnosis using Fuzzy Knowledge Graph Pair-based inference in the extreme case, Proceeding of the 7th International Conference on Research in Intelligent Computing in Engineering (RICE-2022), November 3-4, 2022 [Scopus].
  40. Kyoung-Sook Kim, Dinh-Lam Pham, Young-In Park, Kwanghoon Pio Kim, Experimental verification and validation of the SICN-oriented process mining algorithm and system, Journal of King Saud University-Computer and Information Sciences. DOI: 10.1016/ j.jksuci.2021.12.013 [ISI].
  41. Moon-Sook Yeon, Young-Koo Lee, Dinh-Lam Pham, Kwanghoon Pio Kim, Experimental Verification on Human-Centric Network-Based Resource Allocation Approaches for Process-Aware Information Systems, IEEE Access (Volume: 10), 23342 – 23354. DOI: 10.1109/ACCESS.2022.3152778 [ISI].
  42. Minjae Park, Sohyang Park, Thanh-Hai Nguyen, Dinh-Lam Pham, Dongkeun Oh, Kyoung-Sook Kim, In-Kyoo Chun, Kwanghoon Pio Kim, A Time-Series Process Event Log Preprocessing Approach for Data-Intensive and Predictive Operationalization of Smart Factories, 2022 24th International Conference on Advanced Communication Technology (ICACT). DOI: 10.23919/ICACT53585.2022.9728959 [Scopus].
  43. Kwanghoon Pio Kim, Dinh-Lam Pham, Joo-chang Kim, Sang-eun Ahn, Yae-Eun Lee, Jeong-Hyun Chang, Hyun Yoo, Kyonghee Sun, Kyong-Sook Kim, A Deep Learning-based Video Management System for Privacy-Preserving CCTV Video Data over The Web Environment, The 17th Asia Pacific International Conference on Information Science and Technology, 296–298 [Scopus].
  44. Kwanghoon Pio Kim, Kyung-Hee Sun, Hyun Yoo, Jeong-Hyun Chang, Dinh-Lam Pham, Joo-Chang Kim, Kyoung-Sook Kim, Sang-Eun Ahn, An Active and Contextual Video-Object Bigdata Acquisition Framework, The 17th Asia Pacific International Conference on Information Science and Technology, 299–301 [Scopus].
  45. Kwanghoon Pio Kim, Dinh-Lam Pham, Thanh-Hai Nguyen, Kyongsook-Kim, An Architecture for Deep Learning-based Predictive Process Mining System, The 14th International Conference on Internet – ICONI 2022, 38-40 [Scopus].

Other publications:

  1. Ngoc-Anh Cao, Thanh-Hang Phan, Nguyen Thi Chinh, Duc-Quynh Tran, Ha-Nam Nguyen, Gyoo-Seok Choi, Optimizing delivery routing problem for logistics companies based on Integer Linear Programming method, International Journal of Internet, Broadcasting and Communication, Volume 14, Issue 4, pp. 212-221.
  2. Nguyen, M.H., Phan, C. T, Hoang, V. P, Nguyen, HN. & Vu, T.N., Impacts of read length and mutation on circular rna detection methods from plant clip-seq data, 13th Asian-Pacific Federation for Information Technology in Agriculture 2022 (APFITA 2022).
  3. Ngoc-Anh Cao, Duc-Quynh Tran, Thanh-Hang Phan, Ha-Nam Nguyen, Gyoo-Seok Choi, Applying Integer Programming for scheduling of trucks in small-sizes logistics company, 44th International Conference on Coordination Chemistry (ICCC 2022).
  4. Hong-Lam Le, Vu-Dong Nguyen, Tien-Hieu Le, Gyoo Seok Choi, Improve performance of human behavior detection model based on Genetic algorithm, The 10th International Symposium on Advanced and Applied Convergence 2022.
  5. Phạm Việt Anh, Nguyễn Long Giang, Nguyễn Ngọc Thủy, Cao Chính Nghĩa, Vũ Đức Thi, Attribute Reduction Based On Intuitionistic Fuzzy Rough Sets Using Extended Distance Measure And Α-Cut, Fundamental and Applied IT Research 2022.
  6. Lê Tuấn Anh, Nguyễn Tiến Đồng, Lê Hoàng Sơn, Vũ Đức Thi, Nguyễn Long Giang, Nguyễn Như Sơn, Hoàng Thị Minh Châu, Trình Văn Hà, Lê Hoàng Hiệp, Đánh giá hiệu quả một số phương pháp học sâu trong phát hiện bệnh đái tháo đường qua ảnh võng mạc, Fundamental and Applied IT Research 2022.
  7. Vũ Đức Thi, Về bảng quyết định không đầy đủ không dư thừa, Fundamental and Applied IT Research 2022.
  8. Tran Manh Tuan, Pham Huy Thong, Phung The Huan, Tran Thi Ngan, Le Hoang Son, An improvement of Trusted Safe Semi-supervised Fuzzy Clustering method with Multiple Fuzzifiers, Journal of Computer Science and Cybernetics, 38(1), pp. 47 – 61.
  9. Pham Huy Thong, Phung The Huan, Hoang Thi Canh, Tran Thi Ngan, A new picture fuzzy clustering method to segment the surface water from satellite images, TNU Journal of Science and Technology, 227(16), pp 28-36.
  10. Phùng Thế Huân, Đỗ Hồng Quân, Lê Minh Tuấn, Nguyễn Thị Lan Anh, Lương Văn Nghĩa, Hoàng Thị Cành, Nguyễn Quang Trung, Lê Hoàng Sơn, Nghiên cứu đề xuất hệ thống nhận dạng và bóc tách thông tin tự động hỗ trợ phân loại văn bản hành chính, Fundamental and Applied IT Research 2022.
  11. Nguyễn Như Sơn, Cù Nguyên Giáp, Lê Hoàng Sơn, Nguyễn Long Giang, Dương Thị Thanh Loan, Trần Mạnh Tuấn, Dương Thị Thu Huyền, Kỹ thuật tư vấn nhóm dựa trên tập mờ trực cảm và ứ́ng dụng, Kỷ yếu Hội thảo Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông (@), tr. 73 – 80.
  12. Lương Thị Hồng Lan, Triệu Thu Hương, Nguyễn Long Giang, Lê Hoàng Sơn, Vũ Thị Khánh Trình, Mô hình hệ học chuyển giao mờ và ứ́ng dụng, Kỷ yếu Hội thảo Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông (@), tr. 81 – 86.
  13. Lê Trường Giang, Nguyễn Trường Thắng, Trần Mạnh Tuấn, Phùng Thế Huân, Lê Hoàng Sơn, Nguyễn Long Giang, Nguyễn Văn Lương, Phạm Bá Tuấn Chung, Phương pháp học đồng thời cho hệ suy diễn mờ ph́ức trong không gian đối với bài toán phát hiện biến đổi ảnh viễn thám, Kỷ yếu Hội thảo Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông (@), tr. 192 – 196.
  14. Trần Thị Huệ, Võ Trương Như Ngọc, Lê Công Thiện, Nguyễn Quốc Hoàn, Trần Mạnh Tuấn, Vũ Anh Tuấn, Trịnh Văn Hà, Đinh Thu Khánh, Lê Hoàng Sơn, Ứng dụng mô hình Deep Learning để phát hiện cảm xúc khuôn mặt và hỗ trợ chẩn đoán stress qua biểu hiện cảm xúc khuôn mặt, Kỷ yếu Hội thảo Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông (@), tr. 245 – 249.

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