Nguyen Thanh Thuy, Satoshi Tojo, Tan Hanh, Minh Le Nguyen, Tu Minh Phuong, Vo Nguyen Quoc Bao (Ed.) Proceedings of 10th International Conference on Knowledge and Systems Engineering, KSE 2018, Ho Chi Minh City, Vietnam, November 1-3, 2018. IEEE 2018, ISBN 978-1-5386-6113-0.
Doan Son, Conway Mike, Tu Minh Phuong, Ohno-Machado Lucila. Natural Language Processing in Biomedicine: A Unified System Architecture Overview. In R. Trent (Ed.) Clinical Bioinformatics, Volume 1168 of Methods in Molecular Biology, 2014, pp 275-294. Springer. doi: 10.1007/978-1-4939-0847-9_16.
Tu Minh Phuong. Introduction to artificial intelligence (Textbook in Vietnamese). Information and communications publishing house. Hanoi 2016.
Tu Minh Phuong. Operating systems. (Textbook in Vietnamese). Information and communications publishing house. Hanoi 2016.
Le Tan Hung, Tu Minh Phuong, Huynh Quyet Thang. Agents – agent based software engineering. (Textbook in Vietnamese) Science and Technology publishing house, Hanoi 2006.
Ha-Thanh Nguyen, Manh-Kien Phi, Xuan-Bach Ngo, Vu Tran, Le-Minh Nguyen, Tu Minh Phuong. Attentive deep neural networks for legal document retrieval. Artificial Intelligence and Law (2022).
Tu Minh Phuong, Le Cong Linh, Ngo Xuan Bach. Identifying intentions in forum posts with cross-domain data. Journal of Heuristics 28: 171-192 (2022).
Ngo Xuan Bach, Dang Hoang Long, Tu Minh Phuong. Recurrent convolutional networks for session-based recommendations. Neurocomputing 411: 247-258 (2020).
Tu Minh Phuong, Tran Cong Thanh, Ngo Xuan Bach. Neural Session-Aware Recommendation. IEEE Access 7: 86884-86896 (2019) .
Tu Minh Phuong, Do Thi Lien, Nguyen Duy Phuong. Graph-based context-aware collaborative filtering. Expert Systems with Applications 126: 9-19 (2019).
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).
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).
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.
Cuong Pham, Nguyen Ngoc Diep, Tu Minh Phuong. A Wearable Sensor based Approach to Real-Time Fall Detection and Fine-Grained Activity Recognition. Journal of Mobile Multimedia 9(1&2): 15-26 (2013).
Ngo Phuong Nhung, Tu Minh Phuong. Gene Function Prediction by Bootstrapping with Multiple Graphs. Information. Vol 16/2 (B) (2013).
Tu Minh Phuong, Ngo Phuong Nhung. Predicting gene function using similarity learning. BMC Genomics 14(Suppl 4):S4, 2013. doi: 10.1186/1471-2164-14-S4-S4.
Son Doan, Nigel Collier, Hua Xu, Pham Hoang Duy, Tu Minh Phuong. Recognition of medication information from discharge summaries using ensembles of classifiers. BMC Medical Informatics and Decision Making. 12:36, 2012. doi:10.1186/1472-6947-12-36.
Tu Minh Phuong, Chuong B. Do, Robert C. Edgar, Serafim Batzoglou, Multiple alignment of protein sequences with repeats and rearrangements, Nucleic Acids Research, 34 (20), pp: 5932-5942, 2006.
Tu Minh Phuong, Zhen Lin, Russ B. Altman. Choosing SNPs using feature selection, Journal of Bioinformatics and Computational Biology , Vol. 4 (2), pp: 241-257, 2006.
Tu Minh Phuong, Doheon Lee, Kwang Hyung Lee. Regression trees for regulatory element identification. Bioinformatics, 20(5), pp: 750-757, Oxford Press, 2004.
Pham Hoang Anh, Ngo Xuan Bach, Tu Minh Phuong. DUAL TRANSFORMER ENCODERS FOR SESSION-BASED RECOMMENDATION. Journal of Computer Science and Cybernetics 4: 511-527 (2021).
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.
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.
Tran Nguyen Ngoc, Hoang Anh Tuan, Tu Minh Phuong. Giải pháp thống kê phương tiện giao thông sử dụng camera (Vehicle counting solution úing 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.
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.
Nguyen Duy Phuong, Tu Minh Phuong. Collaborative Filtering with a Graph-based Similarity Measure (Lọc cộng tác với độ đo tương tự trên đồ thị). Journal Information technology & Communication, Special issue on “Research, development and application of ICT” [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)], V-1 10(30), 2013. pp: 23-33.
Dinh Khac Quan, Pham Van Cuong, Nguyen Ngoc Diep, Tu Minh Phuong. Automatic fall detection in real-time using an accelerometer. Journal of Science & Technology, Special issue on Electronics, Telecommunications and Information technology. 51(1A). 2013. pp: 108-116.
Tung Thanh Nguyen, Pham Bao Thach, Tu Minh Phuong. Machine learning based assessment of source code complexity for effort estimation in software migration. Journal of science and technology. Special issue on Electrical engineering and Information technology (Khoa học và công nghệ. Viện hàn lâm KH&CN Việt Nam) Vol 1(1), 2010. pp: 111-122.
Nguyen Duy Phuong, Tu Minh Phuong. Collaborative filtering and content based filtering using graph models. Post and Telecommunication Journal, Spec. issue: Res. and Dev. on Telecom. & Inform. Tech., Vol. V5-1, 2009.
Nguyen Duy Phuong, Tu Minh Phuong. A collaborative filtering algorithm for sparse data (Một thuật toán lọc cộng tác cho trường hợp ít dữ liệu). Journal of infomatics and cybernetics.(Tạp chí tin học và điều khiển học) Vol 10 (1), 2008. pp: 62-74.
Nguyen Duy Phuong, Pham Van Cuong, Tu Minh Phuong. Solutions for vietnamese spam filtering (Một số giải pháp lọc thư rác tiếng Việt). Post and Telecommunication Journal, Spec. issue: Res. and Dev. on Telecom. & Inform. Tech. [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), Vol. 19, 2008. pp: 102-112.
Tu Minh Phuong, Nguyen Nam Phong. Constructing an interface agent to assist programming using bayesian networks. Post and Telecommunication Journal, Spec. issue: Res. and Dev. on Telecom. & Inform. Tech., pp:83-89, 2007
Tu Minh Phuong, “Data fusion for gene classification using KCCA”, Post and Telecommunication Journal, Spec. issue: Res. and Dev. on Telecom. & Inform. Tech., Vol. 16, pp: 115-123, 2006.
Tu Minh Phuong, Trinh Huu Kien. “A toolkit for creating semantic web contents using information extraction techniques”, Post and Telecommunication Journal, Spec. issue: Res. and Dev. on Telecom. & Inform. Tech., Vol. 14, 2005, pp: 72-80. (in Vietnamese).
Tu Minh Phuong, Pham Hoang Duy, Trinh Huu Kien. “Automated annotation of web page contents for rapid creation of Semantic web contents”, Proceedings of International conference of Electronics, Information, and Communications, Hanoi, 8/2004.
Tu Minh Phuong. “Distributed Q-learning algorithm for multi-agent systems”, Post and Telecommunication Journal, Spec. issue: Res. and Dev. on Telecom. & Inform. Tech., Vol. ?, 2004, pp: 70-76. (in Vietnamese).
Tu Minh Phuong, Trinh Huu Kien, Nguyen Nam Phong. “Agent-based algorithms for timetabling problems in distributed environments”, Post and Telecommunication Journal, Spec. issue: Res. and Dev. on Telecom. & Inform. Tech., Vol. 9, 2003, pp: 70-76. (in Vietnamese).
M. Rakhmatulaev, Tu Minh Phuong. “Models and algorithms for advice systems in complex technological environments”. Journal Automatics and computing techniques, Vol. 6, 1993, Institute of electronics and computer science of Latvian Academy of Sciences, Riga, pp: 33-40. (in Russian)
Hoang-Anh Pham, Thao Minh Le, Vuong Le, Tu Minh Phuong, Truyen Tran. Video Dialog as Conversation About Objects Living in Space-Time. ECCV 2022. Part XXXIX: 710-726.
Cuong Manh Nguyen, Ngo Xuan Bach, Tu Minh Phuong. Combining User Specific and Global News Features for Neural News Recommendation. ACIIDS 2022.
Nguyen Anh Tu, Hoang Thi Thu Uyen, Tu Minh Phuong, Ngo Xuan Bach. ICONIP 2021: 513-525.
Phi Manh Kien, Ha-Thanh Nguyen, Ngo Xuan Bach, Vu Tran, Minh Le Nguyen, Tu Minh Phuong. Answering Legal Questions by Learning Neural Attentive Text Representation. COLING 2020: 988-998.
Nguyen Thi Thanh Thuy, Ngo Xuan Bach, Tu Minh Phuong. Leveraging Foreign Language Labeled Data for Aspect-Based Opinion Mining. RIVF 2020
Ngo Xuan Bach, Trieu Khuong Duy, Tu Minh Phuong. A POS Tagging Model for Vietnamese Social Media Text Using BiLSTM-CRF with Rich Features. PRICAI 2019: 206-219 .
Nguyen Ngoc Diep, Nguyen Van Tien, Nguyen Hoang Anh, Tu Minh Phuong. An Unsupervised Method for Web User Interest Analysis. NICS 2019. 27-32.
Pham Hoang Anh, Ngo Xuan Bach, Tu Minh Phuong. Session-Based Recommendation with Self-Attention. SoICT 2019: 1-8.
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.
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.
Tu Minh Phuong, Nguyen Ngoc Diep. Speeding up convolutional object detection for traffic surveillance videos. KSE 2018.
Nguyen Thi Thanh Thuy, Ngo Xuan Bach, Tu Minh Phuong. Cross-Language Aspect Extraction for Opinion Mining. KSE 2018.
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.
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
Cuong Pham, Nguyen Ngoc Diep, Tu Minh Phuong. e-Shoes: Smart shoes for unobtrusive human activity recognition. KSE 2017: 269-274
Ngo Xuan Bach, Le Cong Linh, Tu Minh Phuong. Cross-Domain Intention Detection in Discussion Forums. SoICT 2017: 173-180
Trinh Xuan Tuan, Tu Minh Phuong. 3D convolutional networks for session-based recommendation with content features. RecSys 2017: 138-146. Como, Italy.
Ngo Xuan Bach, Vu Thanh Hai, Tu Minh Phuong. Cross-domain sentiment classification with word embeddings and canonical correlation analysis. SoICT 2016: 159-166.
Ngo Xuan Bach, Nguyen Dieu Linh, Tu Minh Phuong. Vietnamese POS Tagging for Social Media Text. Proceedings of ICONIP (3) 2016. pp: 233-242.
Nguyen Ngoc Diep, Cuong Pham, Tu Minh Phuong: An Orientation Histogram Based Approach for Fall Detection Using Wearable Sensors. PRICAI 2016: 354-366
Nguyen Ngoc Diep, Cuong Pham, Tu Minh Phuong: Motion Primitive Forests for Human Activity Recognition Using Wearable Sensors. PRICAI 2016: 340-353
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.
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.
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.
Pham Viet Hung, Tu Minh Phuong. Discriminative Prediction of Enhancers with Word Combinations as Features. In Proc. of KSE 2014.
Nguyen Ngoc Diep, Pham Van Cuong, Tu Minh Phuong. SigVer3D: Accelerometer Based Verification of 3-D Signatures on Mobile Devices. In Proc. of KSE 2014.
Nguyen Thi Duyen, Ngo Xuan Bach, Tu Minh Phuong. An empirical study on sentiment analysis for Vietnamese. In Proc. of ATC’14, Special session on Computational science and computational intelligence. 2014.
Tung Thanh Nguyen, Tran Quang An, Vu Thanh Hai, Tu Minh Phuong. Similarity-based and rank-based defect prediction. In Proc. of ATC’14, Special session on Computational science and computational intelligence. 2014.
Nguyen Do Hai, Tran Quang An, Ngo Xuan Bach, Tu Minh Phuong. What shoud I comment: recommeding posts for commenting. Proc. of 5th Int. Conf. on Soft Computing and Pattern Recognition, SoCPar 2013, Hanoi, pp: 123-128.
Nguyen Ngoc Diep, Pham Van Cuong, Tu Minh Phuong. A classifier based approach to realtime fall detection using low-cost wearable sensors. Proc. of 5th Int. Conf. on Soft Computing and Pattern Recognition, SoCPar 2013, Hanoi, pp: 111-116.
Nguyen Hoai Anh, Vu Cong Long, Tu Minh Phuong, Bui Thu Lam. A genetic-based approach for discovering pathways in protein-protein interaction networks. Proc. of 5th Int. Conf. on Soft Computing and Pattern Recognition, SoCPar 2013, Hanoi, pp: 85-91.
Hoang Van Thanh, Tu Minh Phuong. Enhancer prediction using distance aware kernels. Proc. of RIVF 2013, Hanoi, Vietnam. IEEE (2013). Pp: 58-63.
Do Viet Phuong, Tu Minh Phuong. Gender prediction using browsing history. Proc. of KSE 2013, Hanoi, Springer (2013), pp: 271-283.
Cuong Pham, Tu Minh Phuong. Real-Time Fall Detection and Activity Recognition Using Low-Cost Wearable Sensors. Proc. of ICCSA 2013, HoChiMinh city, LNCS 7971, pp. 673--682. Springer, Heidelberg (2013).
Ngo Phuong Nhung, Tu Minh Phuong. Using similarity learning to improve network based gene function prediction. Proc. of BIBM 2012, Philadelphia USA 2012.
Do Viet Phuong, Tu Minh Phuong. A keyword-topic model for contextual advertising. Proc. of SoICT 2012, pp: 63-70.
Son Doan, Nguyen Ngoc Vinh, Tu Minh Phuong. Classifying Vietnamese disease outbreak reports with important sentences and rich features. Proc. of SoICT 2012, Halong, Vietnam 2012, pp: 260-265.
Ngo Phuong Nhung, Tu Minh Phuong: A Bootstrapping Method for Learning from Heterogeneous Data. Lecture notes in computer science 7105 (Proc. of FGIT 2011): 413-422.
Tung Thanh Nguyen, Tien N. Nguyen, Tu Minh Phuong: Topic-based defect prediction. In Proc. of ICSE 2011 NIER track: 932-935
Le Quang Thang, Tu Minh Phuong. Active learning for co-clustering based collaborative filtering. Proc. of RIVF 2010. pp1-4.
Nguyen Ha Anh Tuan, Ha Tuan Cuong, Nguyen Hoang Dung, Le Sy Vinh, Tu Minh Phuong. EM-Coffee. An improvement of M-coffee. In Proc. of KSE 2010. pp. 14-19.
Nguyen Duy Phuong, Le Quang Thang, Tu Minh Phuong. A graph-based model for combining content-based and collaborative filtering. Lecture notes in computer science 5351 (Proc. of PRICAI 2008), pp: 859-869.
Nguyen Duy Phuong, Tu Minh Phuong. Collaborative filtering by multitask learning. Proc. of IEEE conf. RIVF 2008. Hochiminh city, Vietnam, IEEE press, pp: 227-232.
Ngo Phuong Nhung, Tu Minh Phuong, “An efficient method for filtering image-based spam email”, Lecture Notes in Computer Science 4673, pp: 945-953. Springer Verlag 2007. (Proc. of 5th Int. Conf. on Computer Analysis of Image and Patterns (CAIP 2007), Viena, Austria, 2007).
Nguyen Thanh An, Tu Minh Phuong, “A Gaussian mixture model for mobile location prediction”, Proc. of 9th International Conference on Advanced Communication Technology (ICACT 2007), pp: 914-919, Korea 2007.
Tu Minh Phuong, Zhen Lin, Russ B. Altman. “Choosing SNPs using feature selection”, Proceedings of IEEE Conference on Computational Systems Bioinformatics (CSB 2005), pp: 301-309, Stanford, CA, USA, 8/2005.
Pham Minh Hai, Tu Minh Phuong. “An application of support vector machines for fault diagnosis”, Proceedings of International conference of Electronics, Information, and Communications, Hanoi, 8/2004.
Tu Minh Phuong, Pham Hoang Duy, Trinh Huu Kien. “Automated annotation of web page contents for rapid creation of Semantic web contents”, Proceedings of International conference of Electronics, Information, and Communications, Hanoi, 8/2004.
Tu Minh Phuong, Doheon Lee, Kwang Hyung Lee. “Regulation element discovery using tree-structured models”. Proceedings of IEEE International conference on data mining ICDM2003, IEEE Press, Florida, USA, pp: 739-742, 2003.
Tu Minh Phuong, Doheon Lee, Kwang Hyung Lee, Learning rules to extract protein interactions from biomedical text, Lecture notes in artificial intelligence 2637, Springer-Verlag, 2003, pp: 148-158. (Proceedings of PAKDD’03, Seoul, Korea, 2003).
Tu Minh Phuong. “Information Extraction and Evaluation of Candidates with Fuzzy Set techniques”, In Proceedings of the International conference on fuzzy systems and knowledge discovery, FSKD 2002, Singapore, 2002.
Tu Minh Phuong, Doan Son. “Fuzzy relevance feedback for information extraction”, In Proceedings of Vietnam-Japan symposium on fuzzy systems, Hanoi, 2001.
Tu Minh Phuong, Pham Hoang Duy. “Agent-based electronic market place”, In Proceedings of The Second Asian Conference on Information Technology, CITA’01, Kuching, Malaysia, 2001. (Best paper award)
Tu Minh Phuong. “Model and algorithm for fuzzy decision support”, In Proceedings of The Second Asian Conference on Information Technology, CITA’01, Kuching, Malaysia, 2001.
Tu Minh Phuong, M. Rakhmatulaev. “Situational advice system with fuzzy inference”, In Proceedings of the International Conference on Intellectual systems, Tashkent, 1995.