NGÀNH CNTT TUYỂN SINH NHIỀU CHỈ TIÊU NGÀNH CNTT, CNTT VIỆT NHẬT VÀ KHOA HỌC DỮ LIỆU

Công trình Khoa học

NĂM 2022

Tạp chí khoa học

[1] Kiet Van Nguyen, Son Quoc Tran, Luan Thanh Nguyen, Tin Van Huynh, Son T. Luu, Ngan Luu-Thuy Nguyen. VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension. VNU Journal of Science: Computer Science and Communication Engineering.

[2] Kiet Van Nguyen, Tin Van Huynh, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen, and Ngan Luu-Thuy Nguyen. 2022. New Vietnamese Corpus for Machine Reading Comprehension of Health News Articles. ACM Trans. Asian Low-Resource Language Information Processing, 2022.

[3] Nguyen, Binh T. and Doan, Tung Tran Nguyen and Huynh, Son Thanh and Tran, Khanh Quoc and Nguyen, An Trong and Le, An Tran-Hoai and Tran, Anh Minh and Ho, Nhi and Nguyen, Trung T. and Huynh, Dang T ", An End-to-End Named Entity Recognition Platform for Vietnamese Real Estate Advertisement Posts and Analytical Applications," in IEEE Access, vol. 10, pp. 87681-87697, 2022

[4] Dao, Nhu-Ngoc, Trong-Hop Do, Sungrae Cho, and Schahram Dustdar. "Information Revealed by Vision: A Review on the Next-Generation OCC Standard for AIoV." IT Professional 24, no. 4 (2022): 58-65.

[5] Trung P.H., Phuc D. (2021), “Building a Vietnamese question answering system based on knowledge graph and distributed CNN”, Neural Computing and Applications, 33, 14887–14907.

[6] Trung P.H., Phuc D., "A Novel Framework to Enhance the Performance of Training Distributed Deep Neural Networks", Intelligent Data Analysis.

 

Hội nghị khoa học

[1] Thu Nguyen, Ngoc-Mai Bui, Thu-Thuy Ta, Tu-Anh Nguyen-Hoang, “Predicting the future actions of people in the real world to improve health management”, In The 2021 International Conference on Artificial Intelligence and Big Data in Digital Era (ICABDE 2021), 18-19/12/2021, Ho Chi Minh city, Vietnam.

[2] Khoa Tan VO and Thu Nguyen, “The Real Estate Transaction Trace System Model Based on Ethereum Blockchain Platform”, In The 14th International Conference on Computer and Automation Engineering (ICCAE 2022), 25-27/03/2022, Brisbane, Australia.

[3] Thu Nguyen, Khoa Tan VO, Thu-Thuy Ta, Tu-Anh Nguyen-Hoang, Ngoc-Thanh Dinh, “The benefits and challenges of applying Blockchain technology into Big Data: A literature review”, In 2022 International Conference on Advanced Technologies for Communications (ATC 2022), 20-22/10/2022.

[4] Khoa Tan VO, Thu Nguyen, Thu-Thuy Ta, Tu-Anh Nguyen-Hoang, Ngoc-Thanh Dinh “Student Management Model Integrating E-Commerce Based On Blockchain Technology”, In The 15th International Conference on Computer and Automation Engineering (ICCAE 2023), 03-05/03/2023, Sydney, Australia.

[5] Thu Nguyen, Khoa Tan VO, Thu-Thuy Ta, Tu-Anh Nguyen-Hoang, Ngoc-Thanh Dinh “Model For Verifying The Reliability Of Candidate Data Based On Blockchain Technology”, In The 15th International Conference on Computer and Automation Engineering (ICCAE 2023), 03-05/03/2023, Sydney, Australia.

[6] Nhan, V.T.T., Phuoc, T., Dung, N.N.K., Cam, N.T. (2023). A Study on Accounting Information System Security. In: Vasant, P., Weber, GW., Marmolejo-Saucedo, J.A., Munapo, E., Thomas, J.J. (eds) Intelligent Computing & Optimization. ICO 2022. Lecture Notes in Networks and Systems, vol 569. Springer, Cham.

[7] Cam, N.T., Duy, P.N., Tan, V.N., Thinh, N.V., Duc, N.C., Bao, N.Q. (2023). Inter-application Communications Using Covert Channels in Android Applications. In: Vasant, P., Weber, GW., Marmolejo-Saucedo, J.A., Munapo, E., Thomas, J.J. (eds) Intelligent Computing & Optimization. ICO 2022. Lecture Notes in Networks and Systems, vol 569. Springer, Cham.

[8] Cam, N.T., Van Nhinh, N., Trang, T.H. (2023). Fall Detection System Based on Pose Estimation in Videos. In: Vasant, P., Weber, GW., Marmolejo-Saucedo, J.A., Munapo, E., Thomas, J.J. (eds) Intelligent Computing & Optimization. ICO 2022. Lecture Notes in Networks and Systems, vol 569. Springer, Cham.

[9] Cam, N.T., Vu, T.U., Khoa, N.H., Pham, VH. (2023). uitXkernel: Android Kernel Forensic for Security Analysis Purposes. In: Vasant, P., Weber, GW., Marmolejo-Saucedo, J.A., Munapo, E., Thomas, J.J. (eds) Intelligent Computing & Optimization. ICO 2022. Lecture Notes in Networks and Systems, vol 569. Springer, Cham

[10] Cam, N.T., Duy, P.N., Khoa, N.H., Vien, L.H., Truoc, P.T., Huy, T.G. (2023). UIT-ADF: A System for Android Device Forensics. In: Vasant, P., Weber, GW., Marmolejo-Saucedo, J.A., Munapo, E., Thomas, J.J. (eds) Intelligent Computing & Optimization. ICO 2022. Lecture Notes in Networks and Systems, vol 569. Springer, Cham

[11] Nep, P.R., Cam, N.T. (2023). A Research on Countering Virtual Machine Evasion Techniques of Malware in Dynamic Analysis. In: Vasant, P., Weber, GW., Marmolejo-Saucedo, J.A., Munapo, E., Thomas, J.J. (eds) Intelligent Computing & Optimization. ICO 2022. Lecture Notes in Networks and Systems, vol 569. Springer, Cham.

[12] Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source. Asian Conference on Intelligent Information and Database Systems. 2022.

[13] Huynh Thai Thi, Ngo Duc Hoang Son, Phan The Duy, Van-Hau Pham, "Federated learning-based cyber threat hunting for proactive APT attack detection in SDN-enabled networks", The 21st International Symposium on Communications and Information Technologies (ISCIT 2022), 2022

[14] Phan The Duy, Hien Do Hoang, Nghi Hoang Khoa, Do Thi Thu Hien, Van-Hau Pham, "Fool Your Enemies: Enable Cyber Deception and Moving Target Defense for Intrusion Detection in SDN", The 21st International Symposium on Communications and Information Technologies (ISCIT 2022) , 2022

[15] Quyen Nguyen Huu, Duy Phan The, Vy Nguyen Chi, Hien Do Thi Thu and Hau Pham Van, "Federated Intrusion Detection on Non-IID Data for IIoT networks using Generative Adversarial Networks and Reinforcement Learning", The 17th International Conference on Information Security Practice and Experience (ISPEC 2022), 2022

[16] Truong P.H.V, Trung P.H., Phuc D. (2021), “Using Bert And Meta-Path To Improve Question Answering”, Kỷ yếu Hội nghị KHCN Quốc gia lần thứ XIV về Nghiên cứu cơ bản và ứng dụng Công nghệ thông tin (FAIR), TP HCM, ngày 23-24/12/2021.

[17] Phan Hong Trung, Do Phuc, "Một Hệ Thống Mới Để Trả Lời Câu Hỏi Nhiều Bước Dựa Trên Đồ Thị Tri Thức Lớn Theo Tiếp Cận Phân Tán", Hội nghị KHCN Quốc gia lần thứ XV về Nghiên cứu cơ bản và ứng dụng Công nghệ thông tin, FAIR XV-2022, Hà Nội, ngày 03-04/11/2022

[18] Duong To Huong, Ho Hai Van, Do Phuc, "Kiểm Chứng Thông Tin Tiếng Việt Dựa Trên Đồ Thị Tri Thức, Học Sâu Và Luật Suy Diễn", Hội nghị KHCN Quốc gia lần thứ XV về Nghiên cứu cơ bản và ứng dụng Công nghệ thông tin, FAIR XV-2022, Hà Nội, ngày 03-04/11/2022

[19] Tin Van Huynh, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. ViNLI: A Vietnamese Corpus for Studies on Open-Domain Natural Language Inference. COLING 2022.

[20] Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. SMTCE: A Social Media Text Classification Evaluation Benchmark and BERTology Models for Vietnamese. PACLIC 2022.

[21] Tin Van Huynh, Huy Quoc To, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. Error Investigation of Pre-trained BERTology Models on Vietnamese Natural Language Inference. Asian Conference on Intelligent Information and Database Systems. 2022.

[22] Duy Doan, Hoai Nguyen Thi, Truong Ta Xuan and Son Nguyen Minh, A Full Framework of Disease Treatment Assistant System for Precision Agriculture, International Conference on Advanced Computing and Applications (ACOMPA), 2022

NĂM 2021

Tạp chí khoa học

[1] Kiet Van Nguyen, Khiem Vinh Tran, Son T. Luu, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. Enhancing lexical-based approach with external knowledge for Vietnamese multiple-choice reading comprehension. IEEE Access, Vol. 8, pp. 201404-201417, 2020, DOI: 10.1109/ACCESS.2020.3035701.

[2] Kiet Van Nguyen, Nhat Duy Nguyen, Phong Nguyen-Thuan Do, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. ViReader: A Wikipedia-based Vietnamese reading comprehension system using transfer learning. Journal of Intelligent and Fuzzy Systems.

[3] Phan The Duy, Hien Do Hoang, Do Thi Thu Hien, Anh Gia-Tuan Nguyen, Van-Hau Pham, "B-DAC: A Decentralized Access Control Framework on Northbound Interface for Securing SDN Using Blockchain", Journal of Information Security and Applications" (JISA), 2021.

[4] Phan The Duy, Le Khac Tien, Nghi Hoang Khoa, Do Thi Thu Hien, Anh Gia-Tuan Nguyen, Van-Hau Pham, "DIGFuPAS: Deceive IDS with GAN and function-preserving on adversarial samples in SDN-enabled networks", Computers & Security, Vol 109, 2021

Hội nghị khoa học

[1] Khanh Quoc Tran, Binh Van Duong, Linh Quang Tran, An Le-Hoai Tran, An Trong Nguyen, Kiet Van Nguyen. Machine Learning-based Empirical Investigation For Credit Scoring In Vietnam’s Banking. The 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2021).

[2] Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese. The 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2021).

[3] Phu Gia Hoang, Luan Thanh Nguyen, Kiet Van Nguyen. UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches. SemEval 2021 Task 5, ACL-IJCNLP 2021.

[4] Kim Thi-Thanh Nguyen, Kiet Van Nguyen. ReINTEL Challenge 2020: Exploiting Transfer Learning Models for Reliable Intelligence Identification on Vietnamese Social Network Sites. VLSP 2020 Workshop.

[5] Huy Quoc To, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, and Anh Gia-Tuan Nguyen. Gender Prediction Based on Vietnamese Names with Machine Learning Techniques. In Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval (NLPIR 2020). Association for Computing Machinery, New York, NY, USA, 55–60. DOI:https://doi.org/10.1145/3443279.3443309.

[6] Son T. Luu, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. A Large-scale Dataset for Hate Speech Detection on Vietnamese Social Media Texts. IEA/AIE 2021.

[7] Son T. Luu, Ngan Luu-Thuy Nguyen, UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and Toxic Bert Comment Classification, SemEval 2021 Task 5.

[8] Son T. Luu, Kiet Van Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen, An Experimental Study of Deep Neural Network Models for Vietnamese Multiple-Choice Reading Comprehension, 2020 IEEE Eighth International Conference on Communications and Electronics (ICCE).

[9] Vuong, Cong Dat, Thi Thanh Van Le, Thi Huyen Trang Nguyen, and Trong Hop Do. "Adaptive Multiple Thresholds Base on Canny Edge Detection of an LED Taillight in Vehicular Visible Light Communication Using Image Sensor." in CITA 2020.

[10] Do, Trong-Hop, Dang-Khoa Tran, Dinh-Quang Hoang, Minh-Quan Pham, Quang-Dung Pham, Nhu-Ngoc Dao, Chunghyun Lee, and Sungrae Cho. "Night-Time Vehicle Distance Estimation Using Camera Geometry and Deep Learning." In 2021 International Conference on Information Networking (ICOIN), pp. 853-857. IEEE Computer Society, 2021.

[11] Pham, Quang-Dung, Trong-Hop Do, Nhu-Ngoc Dao, Woongsoo Na, Chunghyun Lee, and Sungrae Cho. "A Feasible Study of Cube Sensing Organization Map for Cognitive Spectrum Allocation." In 2021 International Conference on Information Networking (ICOIN), pp. 858-863. IEEE, 2021.

[12] Do, Trong-Hop, Dang-Khoa Tran, Dinh-Quang Hoang, Dat Vuong, Trong-Minh Hoang, Nhu-Ngoc Dao, Chunghyun Lee, and Sungrae Cho. "A Novel Algorithm for Estimating Fast-Moving Vehicle Speed in Intelligent Transport Systems." In 2021 International Conference on Information Networking (ICOIN), pp. 499-503. IEEE, 2021.

[13] Tuan, Nguyen Manh, Truong Viet Phuong, Trong-Hop Do, and Ngo Tan Vu Khanh. "An highly realistic optical camera communication simulation framework for Internet of Things applications." In 2021 21st ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD-Winter), pp. 240-242. IEEE, 2021.

[14] Do, Trong-Hop, Ngan-Linh Nguyen, Hoang-Thong Vo, Thanh-Binh Nguyen, and Ngo Tan Vu Khanh. "Deep learning based image processing for proactive data collecting system for autonomous vehicle." In 2021 21st ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD-Winter), pp. 253-256. IEEE, 2021.

[15] Thuan Trong Nguyen, Thuan Q. Nguyen, Dung Vo, Vi Nguyen, Ngoc Ho, Nguyen D. Vo, Kiet Van Nguyen, Khang Nguyen: VinaFood21: A Novel Dataset for Evaluating Vietnamese Food Recognition. RIVF 2021.

[16] Khanh Quoc Tran, Phap Ngoc Trinh, Khoa Nguyen-Anh Tran, An Tran-Hoai Le, Luan Van Ha, Kiet Van Nguyen: An Empirical Investigation of Online News Classification on an Open-domain, Large-scale and High-quality Dataset in Vietnamese. SOMET. 2021.

[17] Nhung Thi-Hong Nguyen, Phuong Phan-Dieu Ha, Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen: Vietnamese Open-domain Complaint Detection in E-Commerce Websites. SoMeT2021.

[18] Luong Luc Phan, Phuc Huynh Pham, Kim Thi-Thanh Nguyen, Tham Thi Nguyen, Sieu Khai Huynh, Luan Thanh Nguyen, Tin Van Huynh, Kiet Van Nguyen: SA2L: From Aspect-Based Sentiment Analysis to Social Listening System for Business Intelligence. KSEM 2021.

[19] Hanh Hong-Phuc Vo, Hieu Trung Tran, Son T. Luu: Automatically detecting cyberbullying comments on online game forums. RIVF 2021.

[20] Huy Quoc To, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen. Monolingual versus Multilingual BERTology for Vietnamese Extractive Multi-Document Summarization. The 35th Pacific Asia Conference on Language, Information and Computation (PACLIC 2021).

[21] Tuan-Vi Tran, Xuan-Thien Pham, Duc-Vu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. An Empirical Study for Vietnamese Constituency Parsing with Pre-training. RIVF 2021.

[22] Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh, Kiet Van Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen. Sentence Extraction-Based Machine Reading Comprehension for Vietnamese. KSEM 2021.

[23] Kiet Van Nguyen, Tin Van Huynh, Anh Gia-Tuan Nguyen. A Novel Perspective of Text Classification by Prolog-based Deductive Databases. The 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2021).

[24] Khanh Quoc Tran, An-Trong Nguyen, An Tran-Hoai Le, Kiet Van Nguyen, ViVQA: Vietnamese Visual Question Answering, The 35th Pacific Asia Conference on Language, Information and Computation (PACLIC 35).
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