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).

[25] Khoa Tan Vo, Anh-Thu Nguyen-Thi and Tu-Anh Nguyen-Hoang, Building Sustainable Food Supply Chain Management System Based On Hyperledger Fabric Blockchain, 15th International Conference on Advanced Computing and Applications (ACOMP 2021).

[26] Nghi Hoang Khoa, Nguyen Tan Cam, Van-Hau Pham, and Anh Gia-Tuan Nguyen. 2021. Detect Android malware by using deep learning: Experiment and Evaluation. In 2021 The 5th International Conference on Machine Learning and Soft Computing (ICMLSC'21).

[27] Q. -L. Tran, G. -H. Lam, Q. -N. Le, T. -H. Tran and T. -H. Do, "A Comparison of Several Approaches for Image Recognition used in Food Recommendation System," 2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT), 2021.

[28] Q. -L. Tran, G. -H. Lam, V. -B. Duong and T. -H. Do, "A Study on Diacritic Restoration Problem in Vietnamese Text using Deep Learning based Models," 2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT), 2021.

[29] X. -V. Nguyen, Gia Huy Lam, Quang-Nhat Le, Quoc-Loc Duong, The-Manh Nguyen, Bao-Long Le, Quang Dieu Tran, Trong-Hop Do, Nhu-Ngoc Dao, "Intelligent Augmented Video Streaming Services Using Lightweight QR Code Scanner," 2021 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT), 2021

NĂM 2020

Tạp chí khoa học

[1] Tu-Anh Nguyen-Hoang, Khanh-Duy Le-Trinh, Anh-Thu Nguyen-Thi, “Distributed Computation Approach for Link Prediction in Graph Stream using DCS Features and Gradient Boosted Trees”, In IJATCSE, Volume 9, No.4, July – August 2020, pp. 5913-5920.

Hội nghị khoa học

[1] S. T. Luu, H. P. Nguyen, K. Van Nguyen and N. Luu-Thuy Nguyen, "Comparison Between Traditional Machine Learning Models And Neural Network Models For Vietnamese Hate Speech Detection" 2020 RIVF International Conference on Computing and Communication Technologies (RIVF), Ho Chi Minh, Vietnam.

[2] Tin Van Huynh, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen, "Job Prediction: From Deep Neural Network Models to Applications", In Proceeding of the 2020 IEEE RIVF Conference, Ho Chi Minh, Vietnam.(Sinh viên Huỳnh Văn Tín thuộc lớp CNTT2016).

[3] Khiem Vinh Tran, Hao Phu Phan, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, "UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network", 2020 The 6th Workshop on Noisy User-generated Text (W-NUT).

[4] Huy Duc Huynh, Hang Thi-Thuy Do, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, "A Simple and Efficient Ensemble Classifier Combining Multiple Neural Network Models on Social Media Datasets in Vietnamese", PACLIC 2020.(Sinh viên Đỗ Thị Thúy Hằng và Huỳnh Đức Huy thuộc lớp CNTT2016).

[5] Kiet Van Nguyen, Duc-Vu Nguyen, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen, "A Vietnamese Dataset for Evaluating Machine Reading Comprehension", COLING 2020.

 

NĂM 2019

Tạp chí khoa học

[1] Thin Van Dang, Vu Duc Nguyen, Nguyen Van Kiet, Nguyen Luu Thuy Ngan, A Transformation Method for Aspect-Based Sentiment Analysis, Journal of Computer Science and Cybernetics, 2019.

Hội nghị khoa học

[1] Nguyễn Đình Long, Ngô Hồng Phúc, Nguyễn Gia Tuấn Anh: Phát Triển Hợp Đồng Mua Bán Thông Minh Trên Thiết Bị Di Động Bằng Công Nghệ Blockchain, Hội nghị Khoa học trẻ và Nghiên cứu sinh tháng 5, 2019, Hồ Chí Minh, Việt Nam. (Sinh viên Nguyễn Đình Long và Ngô Hồng Phúc thuộc lớp CNTT2015).

[2] Tin Van Huynh, Duc-Vu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen. Hate Speech Detection on Vietnamese Social Media Text using the Bi-GRU-LSTM-GRU Model. The Sixth International Workshop on Vietnamese Language and Speech Processing VLSP 2019 - in conjunction with the international conference PACLING 2019, 10/2019, Hanoi. (Sinh viên Huỳnh Văn Tín thuộc lớp CNTT2016).

[3] Hang Thi-Thuy Do, Huy Duc Huynh, Duc-Vu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Anh Gia-Tuan Nguyen. Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model. The Sixth International Workshop on Vietnamese Language and Speech Processing VLSP 2019 - in conjunction with the international conference PACLING 2019, 10/2019, Hanoi. (Sinh viên Đỗ Thị Thúy Hằng và Huỳnh Đức Huy thuộc lớp CNTT2016).

[4] Duc-Vu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen. NLP@UIT at VLSP 2019: A Simple Ensemble Model for Vietnamese Dependency Parsing. The Sixth International Workshop on Vietnamese Language and Speech Processing VLSP 2019 - in conjunction with the international conference PACLING 2019.

[5] Duc-Vu Nguyen, Thin Van Dang, Kiet Van Nguyen, and Ngan Luu-Thuy Nguyen, "Vietnamese Word Segmentation with SVM: Ambiguity Reduction and Suffix Capture", 2019 16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019), October 11-13, 2019, Ha Noi, Vietnam.

[6] Thin Van Dang, Duc-Vu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen and Anh Hoang-Tu Nguyen, "Multi-task Learning for Aspect and Polarity Recognition on Vietnamese Datasets", 2019 16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019), October 11-13, 2019, Ha Noi, Vietnam.

[7] Vong Ho, Duong Nguyen, Danh Nguyen, Linh Pham, Duc-Vu Nguyen, Kiet Van Nguyen, and Ngan Luu-Thuy Nguyen, "Emotion Recognition for Vietnamese Social Media Text", 2019 16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019), October 11-13, 2019, Ha Noi, Vietnam.

[8] Nguyễn Phi Hùng, Phan Thế Duy, và Nguyễn Văn Kiệt, "UIT-ODSMS: Hệ thống quản lý hỗ trợ hiến và nhận mô tạng sử dụng công nghệ Blockchain", Hội nghị Khoa học trẻ UIT năm 2019.

[9] Phuc Nguyen, Thanh Tran, Anh-Thu Nguyen-Thi, “Analyzing Sentiment of Users Based on Exploitation of Social Network Structure”, In Proceedings of the 15th International Conference on Multimedia Information Technology and Applications (MITA 2019), 28-29/06/2019, Ho Chi Minh city, Vietnam.

[10] Khanh-Duy Le-Trinh, Anh-Thu Nguyen-Thi, Tu-Anh Nguyen-Hoang, “Link Prediction in Graph Stream by Distributed Computation Approach”, In ISSAT International Conference on Data Science in Business, Finance and Industry (DSBFI 2019), 3-5/7/2019, Da Nang city, Vietnam, pp. 99-103.

[11] Nguyễn Quang Phúc, Trần Duy Thanh, Nguyễn Thị Anh Thư, "Trích xuất đặc trưng trong luồng đồ thị mạng xã hội theo mô hình tính toán phân tán", Kỷ yếu Hội thảo Hệ thống thông tin trong Kinh doanh và Quản lý (ISBM 2019).

[12] Hien D. Nguyen, Son T. Luu, Nhon V. Do, "A method for Representation the Knowledge of Functions and Operators and Application", In Proceeding of the 3rd International Conference on Machine Learning and Soft Computing 2019 (ICMLSC 2019), January 25-28, 2019, Da Lat, Vietnam.

[13] Trong T. Le, Son T. Luu, Hien D. Nguyen, Nhon V. Do, "Knowledge representation method for designing an Intelligent Tutoring System in Learning of courses about Algorithms", In Proceeding of 2019 25th Asia-Pacific Conference on Communications. (APCC 2019), 6-8/11/2019, Ho Chi Minh city, Vietnam.

 

NĂM 2018

Hội nghị khoa học

[1] Nguyễn Gia Tuấn Anh, Nguyễn Bảo Nam, Hệ thống hỗ trợ người dùng tìm kiếm và tương tác cơ sở ý tế, Ứng dụng GIS toàn quốc 2018, 10-2018, Tp.HCM, Vietnam.

[2] Nguyễn Gia Tuấn Anh, Nguyễn Thị Thu Sương, Nguyễn Hồ Xuân Thanh, Tích hợp 2 ứng dụng trên máy chủ và smartphone để quản lý cầu, đường bộ, Hội nghị khoa học địa lý toàn quốc lần 10, 08-04-2018, Da Nang, Vietnam.

[3] Kiet Van Nguyen, Vu Duc Nguyen, Phu Xuan-Vinh Nguyen, Tham Thi-Hong Truong, Ngan Luu-Thuy Nguyen, UIT-VSFC: Vietnamese Students' Feedback Corpus for Sentiment Analysis, 2018 10th International Conference on Knowledge and Systems Engineering (KSE 2018), November 1-3, 2018, Ho Chi Minh City, Vietnam. (Sinh viên Nguyễn Xuân Vĩnh Phú và Trương Thị Hồng Thắm thuộc lớp CNTT2014).

[4] Vu Duc Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Variants of Long Short-Term Memory for Sentiment Analysis on Vietnamese Students' Feedback Corpus, 2018 10th International Conference on Knowledge and Systems Engineering (KSE 2018), November 1-3, 2018, Ho Chi Minh City, Vietnam.

[5] Binh Duc Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, LSTM Easy-first Dependency Parsing with Pre-trained Word Embedding and Character-level Word Embedding in Vietnamese, 2018 10th International Conference on Knowledge and Systems Engineering (KSE 2018), November 1-3, 2018, Ho Chi Minh City, Vietnam.

[6] Binh An Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Error Analysis for Vietnamese Named Entity Recognition on Deep Neural Network Models, The 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING 2018), March, 18-24, 2018, Hanoi, Vietnam. 

[7] Thin Van Dang, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, NLP@UIT at VLSP 2018: A Supervised Method For Aspect-based Sentiment Analysis, The fifth international workshop on Vietnamese Language and Speech Processing (VLSP 2018) - in conjunction with the international conference CICLing 2018, 3/2018, Hanoi, Vietnam. 

[8] Phu Xuan-Vinh Nguyen, Tham Thi-Hong Truong, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Deep Learning versus Traditional Classifiers on Vietnamese Students' Feedback Corpus, The 5th NAFOSTED Conference on Information and Computer Science (NICS 2018), November 23-24, 2018, Ho Chi Minh, Vietnam. (Sinh viên Nguyễn Xuân Vĩnh Phú và Trương Thị Hồng Thắm thuộc lớp CNTT2014).

[9] Thin Van Dang, Vu Duc Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, Deep Learning for Aspect Detection on Vietnamese Reviews, The 5th NAFOSTED Conference on Information and Computer Science (NICS 2018), November 23-24, 2018, Ho Chi Minh, Vietnam. 

[10] DO, Phuc; PHAM, Phu. “W-PathSim++: the novel approach of topic-driven similarity search in large-scaled heterogeneous network with the support of Spark-based DataLog”. In: 2018 10th International Conference on Knowledge and Systems Engineering (KSE). IEEE, 2018. p. 102-106.

[11] DO, Phuc; PHAM, Phu; PHAN, Trung; NGUYEN, Thuc.  “T-MPP: A Novel Topic-Driven Meta-path-based Approach for Co-Authorship Prediction in Large-Scale Content-Based Heterogeneous Bibliographic Network in Distributed Computing Framework by Spark”. In: International Conference on Intelligent Computing & Optimization. Springer, Cham, 2018. p. 87-97.

Tạp chí khoa học

[1] PHAM, Phu; DO, Phuc; “W-MetaPath2Vec: the topic-driven meta-path-based model for large-scaled content-based heterogeneous information network representation learning”. In: Expert Systems with Applications (SCI indexed, IF: 3.768) (Đã chấp thuận đăng: 04/01/2019).

[2] PHAM, Phu; DO, Phuc. “Automatic topic labelling for text document using Ontology of graph-based concepts and dependency graph”. In: International Journal of Business Information Systems (Scopus indexed) (Đã chấp thuận đăng: 05/12/2018).

[3] PHAM, Phu; DO, Phuc. “The approach of using ontology as pre-knowledge source for semi-supervised labelled topic model by applying text dependency graph”. In: International Journal of Business Intelligence and Data Mining (ISSN: 1743-8187) (Scopus indexed) (Đã chấp thuận đăng: 13/12/2018). 

[4] DO, Phuc; PHAM, Phu. “DW-PathSim: a distributed computing model for topic-driven weighted meta-path-based similarity measure in a large-scale content-based heterogeneous information network”. In: Journal of Information and Telecommunication, 2018, pp. 1-20.

Đề tài khoa học

[1] Nguyễn Văn Kiệt, Nguyễn Lưu Thuỳ Ngân, Đề tài cấp cơ sở: Nghiên cứu phân tích cú pháp theo ngữ pháp phụ thuộc cho tiếng Việt, nghiệm thu 9/2018.

[2] Nguyễn Lưu Thuỳ Ngân, Nguyễn Văn Kiệt, Đề tài cấp cơ sở: Phân tích ý kiến cho dữ liệu phản hồi của người học, nghiệm thu 9/2018. 

[3] Nguyễn Lưu Thuỳ Ngân, Nguyễn Văn Kiệt, Đề tài cấp sở/thành phố Hồ Chí Minh: Nghiên cứu xây dựng công cụ hỗ trợ sửa lỗi viết tiếng Anh cho báo cáo khoa học lĩnh vực CNTT, nghiệm thu 11/2017.

[4] Nguyễn Thị Anh Thư, Nguyễn Hoàng Tú Anh, Hứa Trí Dũng, Đề tài cấp cơ sở: Dự đoán trọng số liên kết trong mạng có trọng số theo hướng tiếp cận máy học, nghiệm thu tháng 10/2018.

 

NĂM 2017

Hội nghị khoa học

[1] Nguyen Gia Tuan Anh, Dao Minh Son, and Mai van Cuong, "A Comparative Survey of 3D GIS Models, Conference on Information and Computer Science", 2017.

[2] Nguyễn Thanh Tuấn, Nguyễn gia Tuấn Anh, Phạm Thế Hiển, "Quản Lý Cơ Sở Hạ Tầng Viễn Thông Bằng Gis Tại Tỉnh Long An", Hội thảo GIS toàn quốc 2017.

[3] H.T.Dung, N.T.Anh-Thu, and N.H.Tu-Anh, "Link Prediction in Weighted Network based on Reliable Routes by Machine Learning Approach," in The NAFOSTED Conference on Information and Computer Science (NICS), Ha Noi, 2017.

[4] Phu Pham and Phu Do, "GOW-LDA: Applying term co-occurrence graph representation in LDA topic models improvement", ICCST 2017, Malaysia, 11/2017

[5] Tri Nguyen and Phuc Do, "TOPIC DISCOVERY USING FREQUENT SUBGRAPH MINING APPROACH", ICCST 2017 Springer Malaysia, 11/2017.

[6] Phu Pham,Thuc Nguyen, and Phuc Do, Computing Domain Ontology Knowledge Representation and Reasoning on Graph Database, INDIA 2017, Da nang, 6/2017.

[7] Thuc Nguyen, Phuc Do , 2017, "Managing and Visualizing Citation Network Using Graph", ACM SoICT 2017, Nha Trang , 12/2017.

[8] Lê Thị Thanh Thùy, Nguyễn Văn Kiệt, và Nguyễn Lưu Thùy Ngân, "Phân loại câu hỏi tiếng Việt ứng dụng cho hệ thống hỏi đáp mở", Hội nghị Khoa học Quốc gia lần thứ 10 về Nghiên cứu Cơ bản và Ứng dụng Công nghệ thông tin (Fundamental and Applied IT Research) (FAIR'10), Đà Nẵng, Việt Nam, 17-08-2017.

[9] Đặng Văn Thìn, Nguyễn Văn Kiệt, và Nguyễn Lưu Thùy Ngân, "Ứng dụng hỗ trợ tra cứu cụm từ dùng trong bài báo khoa học tiếng Anh", Hội nghị Khoa học Quốc gia lần thứ 10 về Nghiên cứu Cơ bản và Ứng dụng Công nghệ thông tin (Fundamental and Applied IT Research) (FAIR'10), Đà Nẵng, Việt Nam, 17-08-2017.

Tạp chí khoa học

[1] Dao Minh Son, Mai Van Cuong, Nguyen Gia Tuan Anh, "Daily Human Activities Recognition Using Heterogeneous Sensors from Smartphones", Procedia Computer Science, 2017.

[2] "S. T. Pham and D. T. Nguyen, ""Empirical methods for computing phrasal and sentential semantics in Vietnamese,"" Vietnam Journal of Computer Science, journal article November 10 2017.

 

NĂM 2016

Tạp chí Khoa học

[1] Thanh-Trung Nguyen – Mining Incrementally Closed Itemsets with a New Intermediate Structure – British Journal of Mathematics and Computer Research, Vol. 18(3), August 2016.

[2] Hồ Trung Thành, Đỗ Phúc , Một mô hình khám phá cộng đồng người dùng trên mạng xã hội, Tạp chí Phát triển KHCN ĐHQG-HCM, Tập 19, số K2- 2016, pp. 81-94,  ISSN: 1859-0128.

Hội nghị Khoa học

[1] Trần Thị Yến Nhi, Mai Văn Cường, Nguyễn Gia Tuấn Anh, Đào Minh Sơn, NoSQL vs SQL: Operations Cost Evaluation A Case Study on a Social Network Application, Progress in Computer Sciences and Information Technology International Conference (PROSCIT 2016), 2016, Langkawi Island, Kedah, Malaysia.  

[2] Dao Minh Son, Mai Van Cuong, Ng.G. Tuan Anh,  Daily Human Activities Recognition Using Heterogeneous Sensors from Smartphones, The 8th International Conference on Advances in Information Technology(IAIT 2016), 2016, Taipa, Macau.

[3] Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, “Vietnamese transition-based dependency parsing with supertag features”, 2016 The 8th International Conference on Knowledge and Systems Engineering. 

[4] Phuc Quang Nguyen, Tien Do, Anh-Thu Nguyen-Thi, Thanh Duc Ngo, Duy-Dinh Le, Tu-Anh Hoang Nguyen, “Clustering Web Video Search Results with Convolutional Neural Networks,” 3rd National Foundation for Science and Technology Development Conference on Information and Computer Science (NICS), pp. 135-140, 2016.

[5] Son Trinh, Luu Nguyen, Minh Vo and Phuc Do, Lexicon-Based Sentiment Analysis of Facebook Comment, ACIIDS 2016, Chapter Recent Developments in Intelligent Information and Database Systems Volume 642 of the series Studies in Computational Intelligence pp 263-276, Date: 27 February 2016,  ISSN, 1860-949X,  Studies in Computational Intelligence.

 

NĂM 2015

Tạp chí Khoa học 

[1] Thanh Ho, Phuc Do, “Analyzing the Changes in Online Community based on Topic Model and Self-Organizing Map”, (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 6, No. 7, 2015, pp 100-108.

[2] Thanh Ho, Phuc Do, “Analyzing Users’ Interests with the Temporal Factor Based on Topic Modeling”, Springer International Publishing Switzerland, 2015, pp. 105-115.

[3] Nguyen Xuan Nghe, Ho Trung Thanh, Do Phuc, “Finding the most influential user of a specific topic on the social networks”, Advances in Computer Science: an International Journal, Vol 4, Issue 2, pp 31-40, 2015.

Hội nghị Khoa học

[1] Kiet Van Nguyen, Ngan Luu-Thuy Nguyen, “Error Analysis for Vietnamese Dependency Parsing”, 2015 Seventh International Conference on Knowledge and Systems Engineering.

[2] Phuc Quang Nguyen, Anh-Thu Nguyen-Thi, Thanh Duc Ngo and Tu-Anh Hoang Nguyen, “Using Textual Semantic Similarity to Improve Clustering Quality of Web Video Search Results”, 2015 Seventh International Conference on Knowledge and Systems Engineering.

[3] Thanh Ho, Phuc Do, “Discovering Communities of Users on Social Networks Based on Topic Model Combined with Kohonen Network”, 2015 Seventh International Conference on Knowledge and Systems Engineering.

[4] Anh-Thu Nguyen-Thi∗, Phuc Quang Nguyen, Thanh Duc Ngo, Tu-Anh Nguyen-Hoang, “Transfer AdaBoost SVM for Link Prediction in Newly Signed Social Networks using Explicit and PNR Features”, 19th International Conference on Knowledge Based and Intelligent Information and Engineering Systems, Procedia Computer Science 60 ( 2015 ) 332 – 341.

[5] Do Phuc, Thanh Ho Trung, “Analyzing Users’ Interests with the Temporal Factor Based on Topic Modeling”, ACIIDS conference 2015, Java March 2015 Indonesia.

[6] Nguyễn Gia Tuấn Anh, Lê Hoàng Thanh (2015), “Biểu diễn, quản lý các cây cầu trong khoa học thông tin địa lý 3 chiều”, Hội nghị khoa học và công nghệ lần thứ 14-Đại học Bách khoa Tp.HCM,  ISBN 978-604-73-3695-1, trang 126-133.

[7] Nguyễn Quang Phúc, Nguyễn Thị Anh Thư, Ngô Đức Thành, Lê Đình Duy, Nguyễn Hoàng Tú Anh, " Nâng cao chất lượng gom cụm kết quả tìm kiếm video sử dụng kết hợp đặc trưng âm thanh, đặc trưng thị giác và thông tin văn bản”, Kỷ yếu Hội thảo Quốc gia về Điện tử, Truyền thông và Công nghệ thông tin (REV-ECIT 2015), 10-11/12/2015, Thành phố Hồ Chí Minh, NXB KH&KT, tr. 130-135.

 

NĂM 2014

Tạp chí Khoa học

[1] Thanh Ho, Duy Doan, Do Phuc, “Discovering hot topics on Social Network based on the Aging Theory, Advances in Computer Science: an International Journal”, Advances in Computer Science: an International Journal, Vol 3, Issue 3, pp 48-53, 2014.

[2] Thanh-Trung Nguyen, Hue-Minh Nguyen, Phi-Khu Nguyen, “Batch Processing for Incrementally Mining Closed Itemsets with MapReduce”, Asian Journal of Mathematics and Computer Research.

[3] Phan Hồ Viết Trường, Hồ Trung Thành và Đỗ Phúc, “Phân Tích Tầm Ảnh Hưởng Đối Tượng dựa theo Chủ Đề Trong Mạng Xã Hội đồng tác giả”, Tạp chí khoa học và công nghệ, Viện Hàn Lâm Khoa học và công nghệ Việt Nam, Tập 52, Số 1B, tr 101-11, 2014.

[4] Hồ Trung Thành, Đỗ Phúc, “Ontology tiếng Việt trong lĩnh vực giáo dục đại học”, Tạp chí khoa học và công nghệ, Viện Hàn Lâm Khoa học và công nghệ Việt Nam, Tập 52, Số 1B, tr 89-100,2014.

[5] Chu Thi Mai, Do Phuc, “Using neural network for link prediction, Tạp chí khoa học và công nghệ, Viện Hàn Lâm Khoa học và Công nghệ  Việt Nam, Tập 52, Số 1B, tr 112-120, 2014”, Tạp chí khoa học và công nghệ, Viện Hàn Lâm Khoa học và công nghệ Việt Nam, Tập 52, Số 1B, tr 101-11, 2014.

Hội nghị Khoa học

[1] Do Phuc, Thanh Ho Trung, “Finding the cluster of Actors in Social Network based on the topic of Messages, In the Proceedings of ACIIDS conference 2014”, ACIIDS conference 2014,April 7-9, Bangkok, Thailand, Pp 183-190, 2014.

[2] Trang Do Dinh,  Nguyen Gia Tuan Anh, “Display, Query, Delete Time Cost for the 3D GIS Objects in Two Database Systems with Oracle”, Emerging Research in Computing, Information, Communication and Applications, 2014, India.

[4] Son The Pham, Dang Tuan Nguyen, “Implementation Techniques for Computing the Semantics of Vietnamese News Titles in Reading Answering System Model (RASM)”, The Third Asian Conference on Information Systems (ACIS 2014), Nha Trang, Vietnam, December 1-3, 2014, pp. 209-2016. ISBN: 978-4-88686-089-7.

[5] Son The Pham, Dang Tuan Nguyen, “Implementation Method of Answering Engine for Vietnamese Questions in Reading Answering System Model (RASM)”, Asia Modelling Symposium 2014 (AMS 2014), Eighth Asia International conference on Mathematical Modelling and Computer Simulation, Taipei, Taiwan, September 23 & Kuala Lumpur, Malaysia, September 25, 2014, pp. 175-180. ISBN: 978-1-4799-6487-1.

[6] Son The Pham, Dang Tuan Nguyen, “A Reading Answering System Model for Vietnamese Language”, Asia Modelling Symposium 2014 (AMS 2014), Eighth Asia International conference on Mathematical Modelling and Computer Simulation, Taipei, Taiwan, September 23 & Kuala Lumpur, Malaysia, September 25, 2014, pp. 170-174. ISBN: 978-1-4799-6487-1.

[7] Nguyen Gia Tuấn Anh, Nguyễn Khương Duy, Phạm Thế Sơn, “Tích hợp dữ liệu không gian- thời gian- ngữ nghĩa trong quản lý lích sử biến động tài nguyên đất”, Ứng dụng GIS toàn quốc 2014, Cần Thơ, Việt Nam.

NĂM 2013

Tạp chí Khoa học

[1] Thanh-Trung Nguyen, Phi-Khu Nguyen, “Reducing Attributes in Rough Set Theory with the Viewpoint of Mining Frequent Patterns”, International Journal of Advanced Computer Science and Application (Indexed by SCIE), Vol.4, No.4, April 2013.

[2] Thanh-Trung Nguyen, Phi-Khu Nguyen, “A New Viewpoint for Mining Frequent Patterns”, International Journal of Advanced Computer Science and Application (Indexed by SCIE), Vol.4, No.3, March 2013.

[3] Thanh-Trung Nguyen, Bach-Hien Nguyen, Phi-Khu Nguyen, “Parallelizing the Improved Algorithm for Frequent Patterns Mining Problem”, ACIIDS2013: The 5th Asian Conference on Intelligent Information and Database Systems (18-20 March, 2013, Kuala Lumpur, Malaysia).

Hội nghị Khoa học

[1] Nguyễn Thành Trung, Đỗ Duy Phúc, Trần Hoàng Anh, Nguyễn Phi Khứ, “Phân bố bậc trên mạng phức hợp bằng giải pháp song song hóa thuật toán PageRank”, Hội nghị Khoa học Quốc gia lần thứ VI “Nghiên cứu Cơ bản và Ứng dụng Công nghệ Thông tin”, FAIR 2013 – Fundamental and Applied IT Research (20-21 tháng 06 năm 2013, Đại học Huế, Việt Nam).

[2] Nguyễn Thành Trung, Đỗ Duy Phúc, Nguyễn Hữu Việt Long, Nguyễn Phi Khứ, “Mô hình hỗ trợ kinh doanh hiệu quả qua phân tích đặc trưng khách hàng”, Hội nghị Khoa học Quốc gia lần thứ VI “Nghiên cứu Cơ bản và Ứng dụng Công nghệ Thông tin”, FAIR 2013 – Fundamental and Applied IT Research (20-21 tháng 06 năm 2013, Đại học Huế, Việt Nam).

 

THỐNG KÊ SÁCH CHUYÊN KHẢO 

[1] Đỗ Phúc, Mai Xuân Hùng, “Khai phá dữ liệu”, NXB ĐHQG Tp. HCM, 2014.

[2] Phi-Khu Nguyen, Thanh-Trung Nguyen, “Chapter 21. Evaluation the Objectivity Measurement of Frequent Patterns”, Intelligent Automation and Systems Engineering, Springer 2011 (Editors: Sio-long Ao, Mahyar Amouzegar, Burghard B. Rieger).

 

THỐNG KÊ DANH MỤC TÀI SẢN TRÍ TUỆ, SÁNG CHẾ, GIẢI PHÁP, GIẢI THƯỞNG 

[1] Giải pháp hữu ích: Nguyễn Hoàng Tú Anh, Nguyễn Thị Anh Thư, "Phương pháp dự đoán loại liên kết trong mạng xã hội mới thành lập", 2016, Số 43828/QĐ-SHTT, Cục Sở hữu Trí tuệ, Bộ Khoa học và Công nghệ.

[2] Đỗ Phúc, “Xây dựng hệ thống phân tích mạng xã hội và ứng dụng vào mạng xã hội trong trường học”, 25/03/2015.