Publications

Edited Volumes, Books and Book Chapters
  1. Hien T. Nguyen, Vaclav Snasel (Eds.). Computational Social Networks - 5th International Conference, CSoNet 2016, Ho Chi Minh City, Vietnam, August 2–4, 2016. Proceedings. Lecture Notes in Computer Science 9795, Springer, ISBN 978-3-319-42344-9.
  2. Hien T. Nguyen, Annette Mills, Dong Thi Bich Thuy (Eds.). The Seventh International Conference on Information Resources Management (Conf-IRM 2014), Ho Chi Minh City, Vietnam, May 21 - 23, 2014. Proceedings. The Association for Information Systems (AIS).
  3. Hien T. Nguyen (2015) Computing Semantic Similarity for Vietnamese Concepts Using Wikipedia. In: Some Current Advanced Researches on Information and Computer Science in Vietnam, Dang, Q.A., Nguyen, X.H., Le, H.B., Nguyen, V.H., Bao, V.N.Q. (Eds.), Advances in Intelligent Systems and Computing, Vol. 341, pp 91-106, Springer. [NICS 2014 Extended version].
International Journals
  1. Xuan-May Thi Le, Tuan Minh Tran, Hien T. Nguyen (2020). An Improvement of SAX Representation for Time Series by Using Complexity Invariance. In: Intelligent Data Analysis, Volume 24(3) (SCI-E, IF: 0.612). To appear.
  2. Hien T. Nguyen, Phuc H. Duong, Erik Cambria (2019). Learning Short-Text Semantic Similarity with Word Embeddings and External Knowledge Sources. In: Knowledge-Based Systems (SCI, IF: 5.101). To appear.
  3. Tuan Minh Tran, Xuan-May Thi Le, Hien T. Nguyen, Van-Nam Huynh (2018). A novel non-parametric method for time series classification based on 𝑘-Nearest Neighbors and Dynamic Time Warping Barycenter Averaging. In: Engineering Applications of Artificial Intelligence (EAAI) 78 (2019) 173–185 (SCI-E, IF: 3.526).
  4. Phuoc Tran, Dien Dinh and Hien T. Nguyen (2017). Improving Word Alignment Based on Named Entity. ICIC Express Letters, Part B: Applications, Volume 8, Issue 7, pp. 1061-1068 (SCOPUS).
  5. Vu H. Nguyen, Hien T. Nguyen, and Vaclav Snasel (2016). Text normalization for named entity recognition in Vietnamese tweets. Computational Social Networks 3.1 (2016):10, Springer. (SCOPUS)
  6. Vu H. Nguyen, Hien T. Nguyen, Hieu N. Duong, Vaclav Snasel (2016). n-Gram-based text compression. Computational Intelligence and Neuroscience, Article ID 9483646 (SCI-E, IF: 2.154)
  7. Phuoc Tran, Dinh Dien, and Hien T. Nguyen (2016). A Character-Level-Based and Word-Level-Based Approach for Chinese-Vietnamese Machine Translation. Computational Intelligence and Neuroscience, Vol 2016, Article ID 9821608, 11 pages, DOI: http://dx.doi.org/10.1155/2016/9821608 (SCI-E, IF: 2.154)
  8. H. Zhang, M. Alim, X. Li, M. T. Thai, and Hien T. Nguyen (2016). Misinformation in Online Social Networks: Catch Them All with Limited Budget. In: ACM Transactions on Information Systems (TOIS), Vol. 34 (3), Article 18. DOI: http://dx.doi.org/10.1145/2885494 (SCI-E, IF: 2.627)
  9. 12. Duong, Hieu N., Hien T. Nguyen, Snasel Vaclav, and Lee Sanghyuk (2016). A Comparative Study of SWAT, RFNN and RFNN-GA for predicting river runoff. In: Indian Journal of Science and Technology, 9, no. 17 (2016): 10-12. (Web of Science)
  10. Namhee Lee, Jason J. Jung, Seungbo Park, and H. T. Nguyen (2015). Social Data Visualization System For Understanding Diffusion Patterns On Twitter: A Case Study On Korean Enterprises. Computing and Informatics, Vol.33, No.3, pp. 1001-1018 (SCI-E, IF: 0.421).
  11. Bay Vo and H. T. Nguyen (2015). Mining Frequent Closed Itemsets from Multidimensional Databases. In: International Journal of Computational Vision and Robotics, 5(3), 217-230. (SCOPUS)
  12. Y. Shen, T. N. Dinh, M. T. Thai, and H. T. Nguyen (2014). Staying safe and visible via message sharing in online social networks. Journal of Combinatorial Optimization, Vol.28, Issue 1, pp 186-217 (SCI-E, IF: 0.816).
  13. T. N. Dinh, M. T. Thai, H. T. Nguyen. (2014) Bound and Exact Methods for Assessing Link Vulnerability in Complex Networks. Journal of Combinatorial Optimization, Vol.28, Issue 1, pp 3-24 (SCI-E, IF: 0.816).
  14. Nguyen, H. T., & Cao, T. H. (2012). Named Entity Disambiguation: A Hybrid Approach. International Journal of Computational Intelligence Systems, 5(6), 1052-1067 (SCI-E, IF: 2.153).
INTERNATIONAL CONFERENCES
  1. Phuc H. Duong, Hien T. Nguyen, Hieu N. Duong, Khoa Ngo, and Dat Ngo (2018). A Hybrid Approach to Paraphrase Detection. The 5th NAFOSTED Conference on Information and Computer Science (NICS). IEEE Xplore.
  2. Hien T. Nguyen, Thuan Quoc Nguyen. A Short Review on Deep Learning for Entity Recognition. Future Data and Security Engineering 2018 (FDSE 2018). Springer.
  3. Phuc H. Duong, Hien T. Nguyen, Hao T. Do. Question Understanding in Community-based Question Answering Systems. International Conference on Computational Social Networks (CSoNet 2018). Springer.
  4. Phuc H. Duong, Hien T. Nguyen, Duy D. Nguyen, Hao T. Do. A Hybrid Approach to Answer Selection in Question Answering Systems. IUKM 2018: 191-202. Springer.
  5. Tong Duc Phong, Hieu N. Duong, Hien T. Nguyen, Nguyen Thanh Trong, Vu H. Nguyen, Tran Van Hoa, Vaclav Snasel (2017). Brain Hemorrhage Diagnosis by Deep Learning. In Proc. of 2017 International Conference on Machine Learning and Soft Computing (ICMLSC 2017), ACM.
  6. Tran Minh Tuan, Le Thi Xuan May, Vo Thanh Vinh, Hien T. Nguyen, Tuan M. Nguyen (2017). A Weighted Local Mean-based k-Nearest Neighbors Classifier for Time Series. In Proc. of 9th International Conference on Machine Learning and Computing (ICMLC 2017), ACM.
  7. Vo Thanh Vinh, Hien T. Nguyen, and Tin T. Tran (2016). Instance Reduction for Time Series Classification by Exploiting Representative Characteristics using k-means. Proceedings of the 5th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2016, LNAI 9978, pp. 217-229. Springer.
  8. Vang V. Le, Hien T. Nguyen, Vaclav Snasel, Tran Trong Dao (2016). Identify influential spreaders in online social networks based on social Metapath and PageRank. In Proc. of The 5th International Conference on Computational Social Networks (CSoNet 2016), LNCS 9795, pp. 51-61. Springer.
  9. Phuong H.N. Pham, Hien T. Nguyen, Vaclav Snasel (2016). Improving Node Similarity for Discovering Community Structure in Complex Networks. In Proc. of The 5th International Conference on Computational Social Networks (CSoNet 2016), LNCS 9795, pp. 74-85. Springer.
  10. Phuc H. Duong, Hien T. Nguyen, Ngoc-Tu Huynh (2016). Measuring Similarity for Short Texts on Social Media. In Proc. of The 5th International Conference on Computational Social Networks (CSoNet 2016), LNCS 9795, pp. 249-259. Springer.
  11. Vu H. Nguyen, Hien T. Nguyen, Hieu N. Duong, Vaclav Snasel (2016). A syllable-based method for Vietnamese text compression. Proc. of The 10th International Conference on Ubiquitous Information Management and Communication (ACM IMCOM 2016).
  12. Phuc H. Duong, Hien T. Nguyen, Vinh P. Nguyen (2016). Evaluating Semantic Relatedness Between Concepts. Proc. of The 10th International Conference on Ubiquitous Information Management and Communication (ACM IMCOM 2016).
  13. Hieu N. Duong, Vu H. Nguyen, Tam M. Nguyen, Hien T. Nguyen, Vaclav Snasel (2016). The Hybrid Approaches for Forecasting Real Time Multi-step-ahead Boiler Efficiency. Proc. of The 10th International Conference on Ubiquitous Information Management and Communication (ACM IMCOM 2016).
  14. Vu H. Nguyen, Hien T. Nguyen, Hieu N. Duong, Vaclav Snasel (2016). Trigram-based Vietnamese Text Compression. Proc. of The 8th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2016).
  15. Tin Tran, Vinh T. Vo, Hien T. Nguyen (2015). Measuring similarity between vehicle speed records using Dynamic Time Warping. In Proc. of The sixth International Conference on Knowledge and Systems Engineering (KSE 2015).
  16. Hien T. Nguyen, Phuc H. Duong and Tuan Q. Le (2015). A Multifaceted Approach to Sentence Similarity. Proc. of The 4th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM 2015). LNAI 9376, Springer.
  17. Vu H. Nguyen, Hien T. Nguyen, Vaclav Snasel. Named entity recognition in Vietnamese tweets. In Proc. of The 4th International Conference on Computational Social Networks (CSoNet 2015), LNCS 9197, Springer.
  18. Vu H. Nguyen, Hien T. Nguyen, Vaclav Snasel. Normalization of Vietnamese tweets on Twitter. Proc. of 2nd Euro-China Conference on Intelligent Data Analysis and Applications (ECC 2015). Springer.
  19. Huiling Zhang, Md Abdul Alim, My T. Thai, and Hien T. Nguyen (2015). Monitor Placement to Timely Detect Misinformation in Online Social Networks. The 2015 IEEE International Conference on Communications (ICC 2015), pp. 2742- 2747.
  20. Truc-Vien T. Nguyen and Hien T. Nguyen (2014). Combining Local and Global Approaches for Vietnamese Disambiguation to Wikipedia. The Third Asian Conference on Information Systems (ACIS 2014), pp.102-109.
  21. Duy K. Van, Huy M. Huynh, Hien T. Nguyen, Vinh T. Vo (2014). Entity Linking for Vietnamese Tweets. In Proc. of The sixth International Conference on Knowledge and Systems Engineering (KSE 2014), Vol 326, pp. 603-615. Springer.
  22. Hien T. Nguyen, Phuc H. Duong, and Vinh T. Vo (2014). Vietnamese Sentence Similarity Based on Concepts. In Proc. of 13th International Conference on Computer Information Systems and Industrial Management Applications, LNCS 8838, pp. 243-253. Springer.
  23. Tien Lu, Bay Vo, Hien T. Nguyen, Tzung-Pei Hong (2014). A New Method for Mining High Average Utility Itemsets. In Proc. of 13th International Conference on Computer Information Systems and Industrial Management Applications, LNCS 8838. Springer.
  24. Hien T. Nguyen (2014). Computing Semantic Similarity for Vietnamese Concepts Using Wikipedia. In Proc. of The first NAFOSTED Conference on Information and Computer Science (NICS 2014).
  25. Yong Seung Lee, Xuan Hau Pham, Nguyen Trung Duc, and Jason J. Jung, Hien T. Nguyen (2013). Social Context-based Movie Recommendation: a Case Study on MyMovieHistory. In Proc. of 2nd International Conference on Context-Aware Systems and Applications, Lecture Notes of ICST (LNICST), Vol. 128, pp 339-348. Springer.
  26. Hien T. Nguyen (2013). Combining Heuristics and Learning for Entity Linking. In Proc. of 2nd International Conference on Context-Aware Systems and Applications, Lecture Notes of ICST (LNICST), Vol. 128, pp 369-378, Springer.
  27. Hien T. Nguyen, Huy H. Minh, Tru H. Cao, and Trong T. Nguyen (2012) JVN-TDT Entity Linking Systems at TAC-KBP2012. In Proc. of Text Analysis Conference (TAC 2012), National Institute of Standards and Technology, USA.
  28. Hien T. Nguyen, Tru H. Cao, Nguyen, T. T., and Vo-Thi, T. L. (2012). Heuristics-and statistics-based wikification. In PRICAI 2012: Trends in Artificial Intelligence (pp. 879-882), LNAI 7458, Springer.
  29. Hien T. Nguyen and Tru H. Cao (2010). Enriching ontologies for named entity disambiguation. In Proc. of The Fourth International Conference on Advances in Semantic Processing (SEMAPRO 2010), ISBN: 978-1-61208-000-0, IARIA, pp. 37-42 (Best Paper Award).
  30. Hien T. Nguyen and Tru H. Cao (2010). Exploring Wikipedia and text features for named entity disambiguation. In Proc. of the 2nd Asian Conference on Intelligent Information and Database Systems (ACIIDS 2010); Lecture Notes in Computer Science (LNCS), vol. 5991, Springer-Verlag, pp. 11-20.
  31. Hien T. Nguyen and Tru H. Cao (2008). Named entity disambiguation: A hybrid statistical and rule-based incremental approach. In Proc. of 3rd Asian Semantic Web Conference (ASWC 2008); LNCS, vol. 5367, Springer-Verlag, pp. 420-433.
  32. Hien T. Nguyen and Tru H. Cao (2008). Named entity disambiguation on an ontology enriched by Wikipedia. In Proc. of the 6th IEEE International Conference on Research, Innovation and Vision for the Future (RIVF 2008), IEEE Xplore, pp. 247-254.
  33. Hien T. Nguyen and Tru H. Cao (2007). A knowledge-based approach to named entity disambiguation in news articles. In Proc. of 20th Australian Joint Conference on Artificial Intelligence (AI 2007); LNCS (LNAI), vol. 4830, Springer-Verlag, pp. 619–624.
  34. Hien T. Nguyen and Tru H. Cao (2007). A knowledge-based method to resolve name ambiguity in Vietnamese texts. In Addendum Contributions of the 5th International Conference on Research, Innovation and Vision for the Future (RIVF 2007), Studia Informatica Universalis, pp. 83-88.
DOMESTIC CONFERENCES/JOURNALS
  1. Nguyen Van Huy, Huynh Tuong Nguyen, Nguyen Hua Phung, and Nguyen Thanh Hien (2013). Single-machine scheduling with splitable jobs and availability constraints. REV Journal on Electronics and Communications, Vol. 3, No. 1–2.
  2. Nguyễn Thanh Hiên (2013). Xây Dựng Ontology Tiếng Việt Dựa Vào Wikipedia. Kỷ yếu Hội thảo quốc gia lần thứ XVI: Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông. (in Vietnamese)
  3. Hien T. Nguyen, & Cao, T. H. (2010). A Wikipedia-Based Method for Named Entity Disambiguation. Special Issues on Research, Development and  Application on  Information & Communication Technology, Journal on Information Technologies & Communications, ISSN 0866-7093, V-1, No.3(23):16-28. (in Vietnamese)
  4. Hien T. Nguyen, & Cao, T. H. (2008). An Approach to Entity Coreference and Ambiguity Resolution in Vietnamese Texts. Special Issues on Research, Development and  Application on  Information & Communication Technology, Journal on Information Technologies & Communications, ISSN 0866-7093, No. 19:74-83. (in Vietnamese)
TECHNICAL REPORT
  1. Nguyen Thanh Hien, Hoang Minh Son, Chau Kim Cuong, Huynh Tan Dat. (2009). Named Entity Based Information Processing. Technical reports, Faculty of Computer Science and Engineering, Ho Chi Minh City University of technology, Vietnam.
THESES
  1. Nguyễn Thanh Hiên (2011). Named Entity Disambiguation based on Close and Open Ontology. PhD thesis, Faculty of Computer Science and Engineering, Ho Chi Minh City University of technology, Vietnam. (in Vietnamese)
  2. Nguyễn Thanh Hiên (2005). Vietnamese Named Entity Coreference Resolution. Master thesis, Faculty of Computer Science and Engineering, Ho Chi Minh City University of technology, Vietnam. (in Vietnamese)