Publications

2023

  1. Nguyen Anh Tu, Duong Xuan Hieu, Tu Minh Phuong, Ngo Xuan Bach. A Bidirectional Joint Model for Spoken Language Understanding. In Proceedings of the 48th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Greece, June 2023.

2022

  1. Hoang-Anh Pham, Thao Minh Le, Vuong Le, Tu Minh Phuong, Truyen Tran: Video Dialog as Conversation About Objects Living in Space-Time. In Proceedings of the European Conference on Computer Vision (ECCV), pp. 710-726, 2022.
  2. Ha-Thanh Nguyen, Manh-Kien Phi, Xuan-Bach Ngo, Vu Tran, Le-Minh Nguyen, Minh-Phuong Tu. Attentive Deep Neural Networks for Legal Document Retrieval. Artificial Intelligence and Law. [Paper]. (SCIE, Q1, IF 2.723)
  3. Oanh Thi Tran, Thang Van Nguyen, Tu Anh Nguyen, Ngo Xuan Bach. Learning Student Intents and Named Entities in the Education Domain. International Journal on Artificial Intelligence Tools. [Paper] (SCIE, Q3, IF 1.208)
  4. Nguyễn Hoàng Anh, Ngô Xuân Bách. Giải pháp khuyến nghị tin tức trên cổng thông tin điện tử dựa theo phiên. Tạp chí Khoa học Công nghệ Thông tin và Truyền thông.
  5. Nguyễn Đỗ Hải, Nguyễn Thị Yến, Ngô Xuân Bách, Từ Minh Phương. Khuyến nghị bài viết cho diễn đàn trực tuyến sử dụng học sâu. Tạp chí Khoa học Công nghệ Thông tin và Truyền thông.
  6. Cuong Manh Nguyen, Ngo Xuan Bach, Tu Minh Phuong. Combining User Specific and Global News Features for Neural News Recommendation. In Proceedings of the 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS), pp. 648–660, Ho Chi Minh City, November 2022 (Nominated for the Best Paper Award).
  7. Oanh Thi Tran, Anh Cong Phung, Bach Xuan Ngo. Using Convolution Neural Network with BERT for Stance Detection in Vietnamese. In Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC), pp. 7220-7225, Marseille, June 2022.

2021

  1. Pham Hoang Anh, Ngo Xuan Bach, Tu Minh Phuong. Dual Transformer Encoders for Session-based Recommendation. Journal of Computer Science and Cybernetics, 2021.
  2. Nguyen Anh Tu, Hoang Thi Thu Uyen, Tu Minh Phuong, Ngo Xuan Bach. Analyzing Vietnamese Legal Questions using Deep Neural Networks with Biaffine Classifiers. To appear in Proceedings of the 28th International Conference on Neural Information Processing (ICONIP), 2021.
  3. Dinh Xuan Truong, Trinh Tien Dat, Do Ngoc Tuyen, Pham Van Hai. Improving Social Trend Detection Based on User Interaction and Combined with Keyphrase Extraction Using Text Features on Word Graph. In The International Conference on Intelligent Systems & Networks, pp. 163-170, Springer, Singapore, March 2021.
  4. Thi Ngoc Anh Nguyen, Thu Vu Hoai, Quang Anh Pham Ngoc, Thai Doan Van, Vijender Kumar Solanki and Tuan Dang Minh. A Novel Approach for Anomaly Detection in Automatic Meter Intelligence System Using Machine Learning and Pattern Recognition. In Procceeding of the 9th International Workshop on Soft Computing Applications (SOFA), 2021.
  5. Dinh Xuan Truong, Hai Van Pham. Social Network Analysis Based on Combining Probabilistic Models with Graph Deep Learning. Communication and Intelligent Systems, pp. 975-986, Springer, Singapore, 2021.

2020

  1. Phi Manh Kien, Nguyen Ha Thanh, Ngo Xuan Bach, Vu Tran, Nguyen Le Minh, Tu Minh Phuong. Answering Legal Questions by Learning Neural Attentive Text Representation. In Proceedings of the 28th International Conference on Computational Linguistics (COLING), pp. 988–998, Barcelona, Spain (Online), December, 2020.

  2. Ngo Xuan Bach, Dang Hoang Long, Tu Minh Phuong. Recurrent Convolutional Networks for Session-based Recommendations. Neurocomputing, Volume 411, pp. 247-258, 2020. (SCIE, Q1, IF 4.072)

  3. Ngo Xuan Bach, Phan Duc Thanh, Tran Thi Oanh. Question Analysis towards a Vietnamese Question Answering System in the Education Domain. Cybernetics and Information Technologies, Volume 20, Number 1, pp. 112-128, 2020.  (Scopus, Q2, IF 0.88)

  4. Nguyen Thi Thanh Thuy, Ngo Xuan Bach, Tu Minh Phuong. Leveraging Foreign Language Labeled Data for Aspect-Based Opinion Mining. In Proceedings of the IEEE-RIVF International Conference on Computing and Communication Technologies, Ho Chi Minh City, Vietnam, April 2020.

  5. Nguyễn Thị Thanh Thủy, Đặng Bảo Chiến, Triệu Khương Duy, Ngô Xuân Bách, Từ Minh Phương. Phân loại quan hệ tham chiếu trong văn bản pháp quy. Tạp chí Khoa học Công nghệ Thông tin và Truyền thông, Học viện Công nghệ Bưu chính Viễn thông, 2020.

2019

  1. Nguyen Ngoc Diep, Nguyen Van Tien, Nguyen Hoang Anh, Tu Minh Phuong. An Unsupervised Method for Web User Interest Analysis. NICS 2019. 27-32
  2. Pham Hoang Anh, Ngo Xuan Bach, Tu Minh Phuong. Session-Based Recommendation with Self-Attention. SoICT 2019: 1-8
  3. Ngo Xuan Bach, Nguyen Thi Thanh Thuy, Dang Bao Chien, Trieu Khuong Duy, To Minh Hien, Tu Minh Phuong. Reference Extraction from Vietnamese Legal Documents. SoICT 2019: 486-493
  4. Tu Minh Phuong, Le Cong Linh, Ngo Xuan Bach. Identifying intentions in forum posts with cross-domain data. Journal of Heuristics 25 (2019). (SCIE, Q2, IF 1.129)
  5. Tu Minh Phuong, Do Thi Lien, Nguyen Duy Phuong. Graph-based context-aware collaborative filtering. Expert Systems with Applications 126: 9-19 (2019). (SCIE, Q1, IF 3.768)
  6. Ngo Xuan Bach, Trieu Khuong Duy, Tu Minh Phuong. A POS Tagging Model for Vietnamese Social Media Text using BiLSTM-CRF with Rich Features. In Proceedings of the 16th Pacific Rim International Conferences on Artificial Intelligence (PRICAI), Part III, pp. 206-219, Yanuca Island, Cuvu, Fiji, August 2019 (Nominated for the Best Paper Award)
  7. Hieu Trung Le, Hai Tran Than and Cuong Pham. The Internet-of-Things based Human Gesture Recognition for Human Machine Interaction. In proc. of IEEE International Conference on Multimedia Analysis and Pattern Recognition (MAPR) 2019.
  8. Quyen Dam Ba, Linh Nguyen-Tuan, Son Nguyen-Thai, Nam Vu-Hoai and Cuong Pham. e-Breath: The Internet-of-Things based Breath Detection Using Frequency Cepstral Feature Fusion. In proc. of IEEE International Conference on Multimedia Analysis and Pattern Recognition (MAPR) 2019.
  9. Tu Minh Phuong, Tran Cong Thanh, Ngo Xuan Bach. Neural Session-Aware Recommendation. IEEE Access, Volume 7, pp. 86884 – 86896, (2019). (SCIE, Q1, IF 4.098)

2018

  1. Ngo Xuan Bach, Nguyen Dieu Linh, Tu Minh Phuong. An empirical study on POS tagging for Vietnamese social media text. Computer Speech & Language 50: 1-15 (2018). (SCIE, Q2, IF 1.776)
  2. Tu Minh Phuong, Tran Cong Thanh, Ngo Xuan Bach. Combining User-Based and Session-Based Recommendations with Recurrent Neural Networks. ICONIP (1) 2018: 487-498.
  3. Tu Minh Phuong, Nguyen Ngoc Diep. Speeding up convolutional object detection for traffic surveilance videos. KSE 2018.
  4. Nguyen Thi Thanh Thuy, Ngo Xuan Bach, Tu Minh Phuong. Cross-Language Aspect Extraction for Opinion Mining. KSE 2018.
  5. Dang Hoang Long, Minh-Tien Nguyen, Ngo Xuan Bach, Le-Minh Nguyen, Tu Minh Phuong. An Entailment-based Scoring Method for Content Selection in Document Summarization. SoICT 2018.
  6. Thai-Son Nguyen, Dac-Viet Lai, Quyen Dam-Ba, Anh Nguyen-Xuan and Cuong Pham. Vietnamese Speaker Authentication Using Deep Models. In proc. of ACM International Symposium on Information and Communication Techonology (SoICT) 2018. 177-184.
  7. Nguyen, T., Pham, C., Nguyen, H,; Delay-limited Protograph Low Density Parity Codes for Space-Time Block Codes. In proc. of the 29th AnnualIEEE International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Turin, Italy, 1-6.
  8. Nguyen, L., Le, A., T., Pham, C.; The Internet-of-Things based Fall Detection Using Fusion Feature. In proc. of the 10th IEEE International Conference on Knowledge Systems Engineering (KSE) 129-134
  9. Tran, T-H., Le, T-L., Pham, D-T., Hoang, V-N., Khong, V-M., Tran, Q-T, Nguyen, T-S., Pham, C.; A Multi-modal Multi-view Dataset for Human Fall Analysis and Preliminary Investigation on Modality. In the proc. the 24th IEEE International Conference on Pattern Recognition (ICPR), Bejing, China, 2018. 1947-1952.
  10. Vu, H., N., Nguyen, M., H., Pham, C.; Deep Learning for Human Visual Attention Recognition Using Transfer Learning. In proc. of the IEEE International Conference on Advanced Technologies for Communications (ATC), 2018.
  11. Nguyen Thi Minh Huyen, Nguyen Viet Hung, Ngo The Quyen, Vu Xuan Luong, Tran Mai Vu, Ngo Xuan Bach, Le Anh Cuong. VLSP Shared Task: Sentiment Analysis. Journal of Computer Science and Cybernetics, Volume 34, Number 4, pp. 295-310 (2018).

2017

  1. Do Thi Lien, Nguyen Duy Phuong, Tu Minh Phuong. Unifying collaborative and content-based filtering by semisupervised learning. Special issue on Research, development and application on information and communication technology. 18(38). 2017. pp: 1-12.
  2. Ngo Xuan Bach, Le Thi Ngoc Cham, Tran Ha Ngoc Thien, Tu Minh Phuong. Question analysis for Vietnamese legal question answering. KSE 2017: 154-159
  3. Cuong Pham, Nguyen Ngoc Diep, Tu Minh Phuong. e-Shoes: Smart shoes for unobtrusive human activity recognition. KSE 2017: 269-274
  4. Ngo Xuan Bach, Le Cong Linh, Tu Minh Phuong. Cross-Domain Intention Detection in Discussion Forums. SoICT 2017: 173-180
  5. Trinh Xuan Tuan, Tu Minh Phuong. 3D convolutional networks for session-based recommendation with content features. RecSys 2017: 138-146. Como, Italy.
  6. Pham, C., Nguyen, N-D., Tu, M-P.; e-Shoes: Smart Shoes for Unobtrusive Human Activity Recognition.In proc. of 9th IEEE International Conference on Knowledge Systems Engineering (KSE) 269-274
  7. Vu, N., Pham, C.; Traffic Incident Recognition Using Empirical Deep Convolutional Neural Networks Model. In proc. of the 7th EAI International Conference on Context-Aware Systems and Applications (ICCASA) 2017. 90-99

2016

  1. Ngo Xuan Bach, Nguyen Do Hai, Tu Minh Phuong. Personalized recommendation of stories for commenting in forum-based social media. Information Sciences 352-353: 48-60 (2016). (SCI, Q1, IF 4.305)
  2. Dang Vu Tung, Nguyen Dai Phong, Le Duc Hau, Tu Minh Phuong. A novel candidate disease genes prioritization method based on the total probability links protein interaction network (Một phương pháp phân hạng gen gây bệnh mới dựa trên tổng xác suất liên kết trong mạng tương tác protein). Special issue on Research, development and application on information and communication technology. 16(36). 2016. pp: 67-79.
  3. Ngo Xuan Bach, Vu Thanh Hai, Tu Minh Phuong. Cross-domain sentiment classification with word embeddings and canonical correlation analysis. SoICT 2016: 159-166.
  4. Ngo Xuan Bach, Nguyen Dieu Linh, Tu Minh Phuong. Vietnamese POS Tagging for Social Media Text. Proceedings of ICONIP (3) 2016. pp: 233-242.
  5. Nguyen, N., D. Pham, C.,Tu, M., P.; Motion Primitive Forests for Human Activity Recognition Using Wearable Sensors. In proc. of the 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI) 2016.  340-353
  6. Nguyen, N., D. Pham, C.,Tu ,M., P.,; An Orientation Histogram-based Approach to Fall Detection Using Wearable Sensors. In proc. of the 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI) 2016. 354-366
  7. Pham, C., Nguyen, T.; Real-Time Traffic Activity Detection Using Mobile Devices. In proc. of the 10th ACM International Conference on Ubiquitous Information Management and Communications (IMCOM) 2016. 641-647
  8. Pham, C.; MobiCough: Real-Time Cough Detection and Monitoring Using Low-Cost Mobile Devices. In proc. of the 8th Asean Conference on Intelligent Information and database systems (ACIIDS) 2016. 300-309

2015

  1. Hoai Anh Nguyen, Cong Long Vu, Minh Phuong Tu, Thu Lam Bui. Discovery of pathways in protein–protein interaction networks using a genetic algorithm. Data and Knowledge Engineering. Vol 96-97:19-31. 2015. (SCI, Q2, IF 1.467)
  2. Tran Nguyen Ngoc, Hoang Anh Tuan, Tu Minh Phuong. Giải pháp thống kê phương tiện giao thông sử dụng camera (Vehicle counting solution using video camera). Công nghệ thông tin và truyền thông (Chuyên san “Các công trình nghiên cứu, phát triển và ứng dụng Công nghệ thông tin và Truyền thông”). Special issue on Research, development and application on information and communication technology. V1 15(35). pp: 55-62.
  3. Dang Vu Tung, Duong Anh Tra, Le Duc Hau, Tu Minh Phuong. Disease gene prioritization using reinforcement learning with priors (Phân hạng gen gây bệnh sử dụng học tăng cường kết hợp với xác suất tiền nghiệm). Special issue on Research, development and application on information and communication technology.13(33). 2015. pp: 55-66.
  4. Ngo Xuan Bach, Pham Duc Van, Nguyen Dinh Tai, Tu Minh Phuong. Mining Vietnamese Comparative Sentences for Sentiment Analysis. InProceedings of the 7th International Conference on Knowledge and Systems Engineering (KSE), pp. 162-167, Ho Chi Minh City, Vietnam, October 2015.
  5. Ngo Xuan Bach, Tran Thi Oanh, Nguyen Trung Hai, Tu Minh Phuong. Paraphrase Identification in Vietnamese Documents. In Proceedings of the 7th International Conference on Knowledge and Systems Engineering (KSE), pp. 174-179, Ho Chi Minh City, Vietnam, October 2015.
  6. Ngo Xuan Bach, Tu Minh Phuong. Leveraging User Ratings for Resource-poor Sentiment Classification. In Proc. of Knowledge Based and Intelligent Information and Engineering Systems, KES 2015, Singapore. pp: 322-331.
  7. Pham, C.; MobiRAR: Real-Time Human Activity Recognition Using Mobile Devices. In proc. of the 7th IEEE International Conference on Knowledge Systems Engineering (KSE) 144-149