Publications

Hung Son Nguyen

Number of publications: 155

2024

• Bich Khue Vo, Hung Son Nguyen , An attribute ranking method based on rough sets and interval-valued fuzzy sets, International Journal of Approximate Reasoning, 170 2024, p. 109215. See in PBN
• Eyad Kannout, Marek Grzegorowski, Michał Grodzki, Hung Son Nguyen , Clustering-Based Frequent Pattern Mining Framework for Solving Cold-Start Problem in Recommender Systems, IEEE Access, 12 2024, p. 13678-13698. See in PBN
• Bao Huynh, Lam B. Q. Nguyen, Duc H. M. Nguyen, Ngoc Thanh Nguyen, Hung Son Nguyen , Tuyn Pham, Tri Pham, Loan T. T. Nguyen, Trinh D. D. Nguyen, Bay Vo, Mining Association Rules from a Single Large Graph, Cybernetics and Systems, 55 (3) 2024, p. 693-707. See in PBN

2023

• Bich Khue Vo, Hung Son Nguyen , Application of Interval Valued Fuzzy Sets in Attribute Ranking, International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, Kanazawa, Japan, 2 November 2023 - 4 November 2023, 14375 2023, p. 61-72. See in PBN
• Hung Son Nguyen , Francisco Cruz, Richard Dazeley, Towards a Broad-Persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments, SENSORS, 23 (5) 2023, p. 2681. See in PBN

2022

• Lam B. Q. Nguyen, Loan T. T. Nguyen, Bay Vo, Ivan Zelinka, Jerry Chun-Wei Lin, Unil Yun, Hung Son Nguyen , An efficient and scalable approach for mining subgraphs in a single large graph, APPLIED INTELLIGENCE, 52 (15) 2022, p. 17881-17895. See in PBN
• Piotr Podolski, Tomasz Ludziejewski, Hung Son Nguyen , Data management in training AI chatbot with personality based on granular computing, IEEE BigData 2022, Osaka, Japan, 17 December 2022 - 20 December 2022. See in PBN
• Bich Khue Vo, Hung Son Nguyen , Feature Selection and Ranking Method based on Intuitionistic Fuzzy Matrix and Rough Sets, 17th Conference on Computer Science and Intelligence Systems, Sofia, Bulgaria, 4 September 2022 - 7 September 2022, 30 2022, p. 279-288. See in PBN
• Lam B. Q. Nguyen, Ngoc-Thao Le, Hung Son Nguyen , Tri Pham, Bay Vo, Frequent Closed Subgraph Mining: A Multi-thread Approach, 14th Asian Conference Intelligent Information and Database Systems, Ho Chi Minh City, Viet Nam, 27 November 2022 - 29 November 2022. See in PBN

2021

• Lam B. Q. Nguyen, Loan T. T. Nguyen, Ivan Zelinka, Vaclav Snasel, Hung Son Nguyen , Bay Vo, A Method for Closed Frequent Subgraph Mining in a Single Large Graph, IEEE Access, 9 2021, p. 165719-165733. See in PBN
• Piotr Podolski, Hung Son Nguyen , Cellular Automata in Covid-19 prediction, Procedia Computer Science, 192 2021, p. 3370-3379. See in PBN
• Hung Son Nguyen , Efficient machine learning methods over pairwise space (keynote), 29th International Workshop on Concurrency, Specification and Programming, Berlin, Germany, 27 September 2021 - 28 September 2021. See in PBN
• Nguyen Anh Mac, Hung Son Nguyen , Rotation Invariance in Graph Convolutional Networks, 16th Conference on Computer Science and Intelligence Systems, Sofia, Bulgaria, 2 September 2021 - 5 September 2021. See in PBN

2019

• Hung Son Nguyen , Thi sinh hoa Nguyen, Learning Rough Set Based Classifiers Using Boolean Kernels, International Conference on Computer Science, Applied Mathematics and Applications 2019, Hanoi, Viet Nam, 19 December 2019 - 20 December 2019. See in PBN

2018

• Loan T. T. Nguyen, Bay Vo , Hung Son Nguyen , Ngoc Nguyen, Efficient method for updating class association rules in dynamic datasets with record deletion, APPLIED INTELLIGENCE, vol. 48 (nr 6) 2018, p. 1491–1505. See in PBN
• Ali Rezaei Divroodi, Quang-Thuy Ha, Anh Linh Nguyen , Hung Son Nguyen , On the possibility of correct concept learning in description logics, Vietnam Journal of Computer Science, 5 (1) 2018, p. 3-14. See in PBN
• Hung Son Nguyen , Quang-Thuy Ha, Tianrui Li, Małgorzata Przybyła-Kasperek, Rough Sets, Rough Sets - International Joint Conference (IJCRS 2018), Quy Nhon, Viet Nam, 20 August 2018 - 24 August 2018. See in PBN
• Quang-Thuy Ha, Tianui Li, Hung Son Nguyen , Malgorzata Przybyla-Kasperek, Rough Sets - International Joint Conference (IJCRS 2018), 2018. See in PBN
• Hung Son Nguyen , Quang Thuy Ha, Tianrui Li , Małgorzata Przybyła-Kasperek, Rough Sets : International Joint Conference, IJCRS 2018, Quy Nhon, Vietnam, August 20-24, 2018 : proceedings, Rough Sets - International Joint Conference (IJCRS 2018), Quy Nhon, Viet Nam, 20 August 2018 - 24 August 2018. See in PBN

2017

• Hung Son Nguyen , Loan TT Nguyen, Ngoc-Thanh Nguyen, Bay Vo, Efficient method for updating class association rules in dynamic datasets with record deletion, APPLIED INTELLIGENCE, 2017. See in PBN
• Hung Son Nguyen , Loan TT Nguyen, Thi sinh hoa Nguyen, Bay Vo, Mining Class Association Rules with Synthesis Constraints, 9th Asian Conference on Intelligent Information and Database Systems, Kanazawa, Japan, April 3-5, 2017, Kanazawa, Japan, 3 April 2017 - 5 April 2017. See in PBN
• Hoang Son Nguyen, Hung Son Nguyen , Long Giang Nguyen, Ngoc Thuy Nguyen, Some observations on representation of dependency degree k, 2017. See in PBN

2016

• Chris Cornelis, Hung Son Nguyen , Sankar K. Pal, Andrzej Skowron, Wei-Zhi Wu, Preface: Special issue on rough sets and fuzzy sets, Fundamenta Informaticae, 2016. See in PBN

2015

• Hung Son Nguyen , Gloria Virginia, A Semantic Text Retrieval for Indonesian Using Tolerance Rough Sets Models, LECTURE NOTES IN COMPUTER SCIENCE TRANSACTIONS ON ROUGH SETS, 2015. See in PBN
• Hung Son Nguyen , Maja Nguyen, Wojciech Świeboda, Granular Floor Plan Representation for Evacuation Modeling, The Third International Conference on Computer Science, Applied Mathematics and Applications, Metz, France, 11 May 2015 - 13 May 2015. See in PBN
• Hung Son Nguyen , James Peters, Andrzej Skowron, Dominik Ślęzak , Preface, 2015. See in PBN
• Chris Cornelis, Hung Son Nguyen , Sankar Kumar Pal, Andrzej Skowron, Wei-Zhi Wu, Preface: special issue on Rough Sets and Fuzzy Sets, 2015. See in PBN
• Hung Son Nguyen , Wojciech Świeboda, Reduct Calculation and Discretization of Numeric Attributes in Sparse Decision Systems, 24th International Workshop on Concurrency, Specification and Programming, Rzeszów, Poland, 28 September 2015 - 30 September 2015. See in PBN
• Michał Meina, Hung Son Nguyen , Search Result Clustering Based on Query Context., Fundamenta Informaticae, 2015. See in PBN
• Hung Son Nguyen , Long Giang Nguyen, Searching for Reductive Attributes in Decision Tables., LECTURE NOTES IN COMPUTER SCIENCE TRANSACTIONS ON ROUGH SETS, 2015. See in PBN
• Chris Cornelis, Hung Son Nguyen , Sankar Kumar Pal, Andrzej Skowron, Wei-Zhi Wu, Special issue of Fundamenta Informaticae on Rough Sets and Fuzzy Sets, 2015. See in PBN
• Dominik Ślęzak , James Peters, Andrzej Skowron, Hung Son Nguyen , Jan Bazan, Transactions on Rough Sets XIX, 2015. See in PBN

2014

• Andrzej Krauze, Hung Son Nguyen , Wojciech Świeboda, A Granular Evacuation Modeling Framework, the 2014 Federated Conference on Computer Science and Information Systems, 2014. See in PBN
• Andrzej Janusz , Hung Son Nguyen , Sebastian Stawicki, Adaptive Learning for Improving Semantic Tagging of Scientific Articles, Federated Conference on Computer Science and Information Systems, Warszawa, Poland, 7 September 2014 - 10 September 2014. See in PBN
• Hung Son Nguyen , Sinh Hoa Nguyen, Applications of Boolean Kernels in Rough Sets, Rough Sets and Intelligent Systems Paradigms - Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings, 2014. See in PBN
• Quang-Thuy Ha, Thi-Lan-Giao Hoang, Anh Linh Nguyen , Hung Son Nguyen , Thanh-Luong Tran, Bisimulation-Based Concept Learning in Description Logics, Fundamenta Informaticae, 2014. See in PBN
• Hung Son Nguyen , Van Mai Nguyen Thi, Wojciech Świeboda, Granular Floor Plan Representation for Evacuation Modeling, Proceedings of the 23th International Workshop on Concurrency, Specification and Programming, Chemnitz, Germany, September 29 - October 1, 2014, 2014. See in PBN
• Andrzej Janusz , Hung Son Nguyen , Adam Krasuski, Wojciech Świeboda, Interactive Method for Semantic Document Indexing Based on Explicit Semantic Analysis, Fundamenta Informaticae, 132 (3) 2014, p. 423-438. See in PBN
• Andrzej Janusz , Adam Krasuski, Hung Son Nguyen , Mariusz Rosiak, Sebastian Stawicki, Dominik Ślęzak , Key Risk Factors for Polish State Fire Service: a Data Mining Competition at Knowledge Pit, Federated Conference on Computer Science and Information Systems, Warszawa, Poland, 7 September 2014 - 10 September 2014. See in PBN
• Hung Son Nguyen , Sinh Hoa Nguyen, Wojciech Świeboda, On semantic evaluation of text clustering algorithms, 2014 IEEE International Conference on Granular Computing, Proceedings, 2014. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Wojciech Świeboda, On semantic evaluation of text clustering algorithms, 2014 IEEE International Conference on Granular Computing, Noboribetsu, Japan, 22 October 2014 - 24 October 2014. See in PBN
• Hongmei Chen, Tianrui Li, Hung Son Nguyen , Jingtao Yao, Preface: Special Issue in Advances on Rough Sets and Knowledge Technology, Fundamenta Informaticae, 2014. See in PBN
• Hung Son Nguyen , Chi Mai Luong, Piuri Vincenzo, Preface: Special Issue in Computing and Communication Technologies., Fundamenta Informaticae, 130 (2) 2014. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Wojciech Świeboda, Semantic Evaluation of Text Clustering, The 2nd International Conference on Computer Science, Applied Mathematics and Applications, Budapest, Hungary, 8 May 2014 - 9 May 2014. See in PBN
• Hung Son Nguyen , Marek Reformat, Eugene Santos Jr, Dominik Ślęzak , The 2014 IEEE/WIC/ACM International Conference on Web Intelligence, Part I, 2014. See in PBN
• Tianrui Li, Hung Son Nguyen , James F. Peters, Andrzej Skowron, Yan Yang, Jin Tao Yao, Transcations on Rough Sets XVIII, 2014. See in PBN
• Michał Meina, Hung Son Nguyen , Wojciech Świeboda, Weight Learning in TRSM-based Information Retrieval, Intelligent Tools for Building a Scientific Information Platform: From Research to Implementation, 2014. See in PBN

2013

• Hung Son Nguyen , Thi sinh hoa Nguyen, Tuan Nguyen, Marcin Szczuka, An Approach to Pattern Recognition Based on Hierarchical Granular Computing, Fundamenta Informaticae, 2013. See in PBN
• Thanh-Luong Tran, Quang-Thuy Ha, Thi-Lan-Giao Hoang, Anh Linh Nguyen , Hung Son Nguyen , Bisimulation-Based Concept Learning in Description Logics, 22nd International Workshop on Concurrency, Specification and Programming, Warszawa, Poland, 25 September 2013 - 27 September 2013. See in PBN
• Łukasz Bolikowski, Tomasz Kuśmierczyk, Hung Son Nguyen , Michał Łukasik, Comparing Hierarchical Mathematical Document Clustering against the Mathematics Subject Classification Tree, Warsztaty SYNAT 2012, Warszawa, 2 July 2012 - 3 July 2012. See in PBN
• Łukasz Bolikowski, Tomasz Kuśmierczyk, Hung Son Nguyen , Michał Łukasik, Hierarchical, Multi-label Classification of Scholarly Publications: Modifications of ML-KNN Algorithm, Warsztaty SYNAT 2012, Warszawa, 2 July 2012 - 3 July 2012. See in PBN
• Hung Son Nguyen , Gloria Virginia, Lexicon-based Document Representation,, Fundamenta Informaticae, 124 (1,2) 2013, p. 27-46. See in PBN
• Hung Son Nguyen , Marcin Szczuka, Dominik Ślęzak , Logic, Data and Wisdom. To Andrzej Skowron on his 70th birthday., 2013. See in PBN
• Hung Son Nguyen , Long Giang Nguyen, Metric Based Attribute Reduction in Incomplete Decision Tables, Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 14th International Conference, RSFDGrC 2013, Halifax, NS, Canada, October 11-14, 2013. Proceedings, 2013. See in PBN
• Marcin Tatjewski, Hung Son Nguyen , Karol Kurach, Krzysztof Pawlowski, Lukasz Romaszko, Andrzej Janusz , Multi-label Classification of Biomedical Articles, Intelligent Tools for Building a Scientific Information Platform. Advanced Architectures and Solutions, 2013. See in PBN
• Dominik Ślęzak , Marcin Szczuka, Hung Son Nguyen , Preface, Fundamenta Informaticae, 2013. See in PBN
• Hung Son Nguyen , Andrzej Skowron, Guoyin Wang, Jingtao Yao, Preface, Fundamenta Informaticae, 2013. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Wojciech Świeboda, Semantic Explorative Evaluation of Document Clustering Algorithms, Federated Conference on Computer Science and Information Systems FedCSIS 2013, Kraków, Poland, 8 September 2013 - 11 September 2013. See in PBN
• Hung Son Nguyen , Sinh Hoa Nguyen, Wojciech Swieboda, Semantic Explorative Evaluation of Document Clustering Algorithms, 2013 Federated Conference on Computer Science and Information Systems, FedCSIS, 2013. See in PBN
• Igor Chikalov, Vadim Lozin, Irina Lozina, Mikhail Moshkov, Hung Son Nguyen , Andrzej Skowron, Beata Zielosko, Three Approaches to Data Analysis. Test Theory, Rough Sets and Logical Analysis of Data, 2013. See in PBN
• Hung Son Nguyen , Tolerance Rough Set Model and Its Applications in Web Intelligence, 2013. See in PBN
• Michał Meina, Hung Son Nguyen , Wojciech Świeboda, Weight Learning for Document Tolerance Rough Set Model, Rough Sets and Knowledge Technology - 8th International Conference, RSKT 2013, Halifax, NS, Canada, October 11-14, 2013, Proceedings, 2013. See in PBN

2012

• Quang-Thuy Ha, Thi-Lan-Giao Hoang, Anh Linh Nguyen , Hung Son Nguyen , Andrzej Szałas , Thanh-Luong Tran, A bisimulation-based method of concept learning for knowledge bases in description logics, SoICT 2012 - 3rd International Symposium on Information and Communication Technology, 2012. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, A rough set approach to knowledge discovery by relation approximation, 2012. See in PBN
• Hung Son Nguyen , Gloria Virginia, An algorithm for tolerance value generator in tolerance rough sets model, 2012. See in PBN
• Andrzej Janusz , Karol Kurach, Hung Son Nguyen , Krzysztof Pawłowski, Łukasz Romaszko, Marcin Tatjewski, An Ensemble Approach to Multi-label Classification of Textual Data, Advanced Data Mining and Applications, 2012. See in PBN
• Quang-Thuy Ha, Thi-Lan-Giao Hoang, Anh Linh Nguyen , Hung Son Nguyen , Andrzej Szałas , Thanh-Luong Tran, Concept learning for description logic-based information systems, KSE 2012 - International Conference on Knowledge and Systems Engineering, 2012. See in PBN
• Grzegorz Jaśkiewicz, Hung Son Nguyen , Thi sinh hoa Nguyen, Wojciech Świeboda, Enhancing search result clustering with semantic indexing, 2012. See in PBN
• Andrzej Janusz , Adam Krasuski, Hung Son Nguyen , Wojciech Świeboda, Interactive document indexing method based on explicit semantic analysis, 2012. See in PBN
• Andrzej Janusz , Adam Krasuski, Hung Son Nguyen , Sebastian Stawicki, Dominik Ślęzak , JRS’2012 Data Mining Competition: Topical Classification of Biomedical Research Papers, 8th International Conference on Rough Sets and Current Trends in Computing, 2012. See in PBN
• Hung Son Nguyen , Krzysztof Stencel , Dominik Ślęzak , (No)SQL platform for scalable semantic processing of fast growing document repositories, ERCIM News, 2012. See in PBN
• Ali Rezaei Divroodi, Quang-Thuy Ha, Anh Linh Nguyen , Hung Son Nguyen , On C-learnability in description logics, 2012. See in PBN
• Anh Linh Nguyen, Hung Son Nguyen , On designing the SONCA system, Artificial Intelligence, 2012. See in PBN
• Hung Son Nguyen , Long Giang Nguyen, On elimination of redundant attributes from decision table, Computer Science and Information Systems, 2012. See in PBN
• Hung Son Nguyen , Wojciech Świeboda, Rough set methods for large and spare data in EAV format, 2012. See in PBN
• Hung Son Nguyen , Wojciech Świeboda, Rough set methods, submodular functions, 2012. See in PBN
• Andrzej Janusz, Adam Krasuski, Hung Son Nguyen , Wojciech Świeboda, Rough Sets and Current Trends in Computing, Rough Sets and Current Trends in Computing. 8th International Conference, RSCTC 2012, Chengdu, China, August 17-20, 2012. Proceedings, 2012. See in PBN
• Hung Son Nguyen , Andrzej Skowron, Rough Sets: From rudiments to challenges, 2012. See in PBN
• Jerzy W. Grzymala-Busse, Ryszard Janicki, Tian-rui Li, Hung Son Nguyen , Guoyin Wang, Rough Sets, Knowledge Technology - 7th International Conference, RSKT 2012, 2012. See in PBN
• Hung Son Nguyen , Andrzej Skowron, Dominik Ślęzak , Semantic search and analytics over large repository of scientific articles, Computer Science, 2012. See in PBN
• Andrzej Janusz , Hung Son Nguyen , Dominik Ślęzak , Unsupervised Similarity Learning from Textual Data, Fundamenta Informaticae, 2012. See in PBN

2011

• Hung Son Nguyen , Gloria Virginia, Investigating the Effectiveness of Thesaurus Generated Using Tolerance Rough Set Model. In: Marzena Kryszkiewicz, Henryk Rybiński, Andrzej Skowron, Zbigniew W. Raś (Eds.), Lecture Notes in Computer Science, 2011. See in PBN
• Hung Son Nguyen , Wei-Zhi Wu, Dominik Ślęzak , Preface, 2011. See in PBN
• Hung Son Nguyen , Sankar K. Pal, Andrzej Skowron, Rough set and fuzzy sets in natural computing/Preface. Special issue of Theoretical Computer Science 412, 2011. See in PBN
• Jan G. Bazan, Andrzej Janusz , Hung Son Nguyen , Dominik Ślęzak , Wojciech Świeboda, Semantic analytics of PubMed content, Lecture Notes in Computer Science, 2011. See in PBN
• Adam Koper, Hung Son Nguyen , Sequential Pattern Mining from Stream Data, Lecture Notes in Computer Science, 2011. See in PBN

2010

• Hung Son Nguyen , Gloria Virginia, Automatic ontology constructor for indonesian language, 2010. See in PBN
• Hung Son Nguyen , Gloria Virginia, Developing an automatic ontology constructor for bahasa indonesia using cognitive approach: A proposal, 2010. See in PBN
• Andrzej Jankowski, Hung Son Nguyen , James F. Peters, Andrzej Skowron, Jarosław Stepaniuk, Marcin Szczuka, Discovery of process models from data and domain knowledge: A rough-granular approach, 2010. See in PBN
• Paweł Gora , Hung Son Nguyen , Marcin Szczuka, Marcin Wojnarski, Demetris Zeinalipour-Yazti, Joanna Świetlicka, IEEE ICDM 2010 Contest: TomTom traffic prediction for intelligent GPS navigation, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14 December 2010 - 17 December 2010. See in PBN
• Hung Son Nguyen , Wojciech Świeboda, Mining large and sparse data sets with Rough Sets, 2010. See in PBN
• Piotr Kwiatkowski, Hung Son Nguyen , Thi sinh hoa Nguyen, On Scalability of Rough Set Methods, 2010. See in PBN
• Hung Son Nguyen , Gloria Virginia, Rough set in term relation analysis of indonesian language, 2010. See in PBN
• Jan G. Bazan, Matko Bošnjak, Ze Chen, Gamberger Dragan, Juan Gao, McLachlan Geoffrey J., Lihe Guan, Feng Hu, Tian-Hsiang Huang, Andrzej Janusz , Chuan Jiang Luo, Huan Luo, Hung Son Nguyen , Yuanxia Shen, Nikulin Vladimir, Guoyin Wang, Marcin Wojnarski, RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment, 7th International Conference on Rough Sets and Current Trends in Computing, Warszawa, Poland, 28 June 2010 - 30 June 2010. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Scalable methods in Rough Sets, 2010. See in PBN

2009

• Piotr Kwiatkowski, Hung Son Nguyen , Building Scalable Lazy Rough Classifiers, 2009. See in PBN

2008

• Hung Son Nguyen , Thanh Nguyen, Thi sinh hoa Nguyen, A hybrid system for learning sunspot recognition and classification, 2008. See in PBN
• Hung Son Nguyen , Andrzej Skowron, A rough granular computing in discovery of process models from data and domain knowledge, 2008. See in PBN
• Anjana Mahanta, Hung Son Nguyen , Discovery by relation approximation, 2008. See in PBN
• Hung Son Nguyen , Andrzej Skowron, Jaroslaw Stepaniuk, Discovery of changes along trajectories generated by process models induced from data and domain knowledge, 2008. See in PBN
• Tu Ho, Hung Son Nguyen , Rough document clustering and the Internet, 2008. See in PBN
• Hung Son Nguyen , Andrzej Skowron, Rough set approach to KDD (Extended abstract), Lecture Notes in Computer Science, 2008. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Rough sets and granular computing in hierarchical learning, 2008. See in PBN

2007

• Hung Son Nguyen , Thi sinh hoa Nguyen, Hierarchical Rough Classifiers, Lecture Notes in Computer Science, 2007. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Learning Concept Approximation from the pair-wise Space, 2007. See in PBN
• Hung Son Nguyen , Proceedings of the ECML/PKDD 2007 Discovery Challenge Workshop during 18th European Conference on Machine Learning and 11th European Conference on Principles of Practice and Knowledge Discovery in Databases, 2007. See in PBN

2006

• Hung Son Nguyen , Thanh Nguyen, A Hybrid System for Learning Sunspot Recognition and Classification, 2006. See in PBN
• Hung Son Nguyen , Approximate Boolean reasoning: foundations and applications in data mining, Lecture Notes in Computer Science, 2006. See in PBN
• Hung Son Nguyen , Knowledge discovery by relation approximation: a rough set approach, Lecture Notes in Computer Science, 2006. See in PBN
• P. Claire, Hung Son Nguyen , Thi sinh hoa Nguyen, Trung Nguyen, J. Paddon, Derek Willis, Learning sunspot classification, Fundamenta Informaticae, 2006. See in PBN
• Karina Luksza, Hung Son Nguyen , On application of rough sets to Bayesian network construction from data, 2006. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Trung Nguyen, Ontology driven concept approximation, Lecture Notes in Computer Science, 5th International Conference on Rough Sets and Current Trends in Computing, Kobe, Japan, 6 November 2006 - 8 November 2006. See in PBN
• Salvatore Greco, Yutaka Hata, Shoji Hirano, Inuiguchi Masahiro, Hung Son Nguyen , Roman Slowinski, Rough Sets and Current Trends in Computing, 5h International Conference, RSCTC 2006, Kobe, Japan, November 6-8, 2006, 2006. See in PBN

2005

• Chi Ngo, Hung Son Nguyen , A method of web search result clustering based on rough sets, 2005. See in PBN
• Jan Komorowski, Hung Son Nguyen , Ewa Szczurek , Marta Łuksza, An Approach to Mining Data with Continuous Decision, 2005. See in PBN
• Hung Son Nguyen , Approximate Boolean Reasoning Approach to Rough Sets and Data Mining, w: Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings, Part II, Lecture Notes in Computer Science, 2005. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Fast split selection method and its application in decision tree construction from large databases, International Journal of Intelligent Systems, 2005. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Improving Rough Classifiers Using Concept Ontology, Lecture Notes in Computer Science, 2005. See in PBN
• Hung Son Nguyen , Sinh Hoa Nguyen, Learning Concept Approximation from Uncertain Decision Tables, 2005. See in PBN
• Hung Son Nguyen , Marcin Szczuka, Proceedings of International Workshop on Rough Set Techniques in Knowledge Discovery and Data Mining - RSKD 2005, 2005. See in PBN
• Hung Son Nguyen , Rough Set Approach to Learning in Multi Agent Systems, 2005. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Trung Nguyen, Rough Set Approach to Sunspot Classification Problem and Granular Computing, 10th International Conference; RSFDGrC 2005, Regina, Canada, August 31-September 3, 2005, Proceedings, Part II, Lecture Notes in Computer Science, 2005. See in PBN

2004

• J. Bazan, Hung Son Nguyen , Marcin Szczuka, A view on rough set concept approximations, Fundamenta Informaticae, 2004. See in PBN
• Jan Bazan, Hung Son Nguyen , Thi sinh hoa Nguyen, Andrzej Skowron, Layered Learning for Concept Synthesis, Lecture Notes in Computer Science, 2004. See in PBN
• Hung Son Nguyen , On exploring soft discretization of continuous attributes, 2004. See in PBN
• Hung Son Nguyen , Trung Nguyen, Derek, J. Paddon, Claire, P. Willis, On learning of sunspot classification, 2004. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Rough set approach to approximation of concepts from taxonomy, 2004. See in PBN
• Jan Bazan, Hung Son Nguyen , Andrzej Skowron, Rough Set Methods in Approximation of Hierarchical Concepts; S. Tsumoto et al. (Eds.): Rough Sets and Current Trends in Computing RSCTC 2004, Lecture Notes in Computer Science, 2004. See in PBN
• Chi Ngo, Hung Son Nguyen , Tolerance rough set approach to clustering web search results, 2004. See in PBN

2003

• Hung Son Nguyen , Andrzej Skowron, Marcin Szczuka, A view on rough set concept approximations, Lecture Notes in Computer Science, 2003. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Analysis of STULONG Data by Rough Set Exploration System (RSES), 2003. See in PBN
• Hung Son Nguyen , On the decision table with maximal number of reducts, Electronic Notes in Theoretical Computer Science, 2003. See in PBN
• Hung Son Nguyen , James F. Peters, Andrzej Skowron, Marcin Szczuka, Rough Set Approach to Pattern Extraction from Classifiers, Electronic Notes in Theoretical Computer Science, 2003. See in PBN
• J Bazan, Hung Son Nguyen , J Peters, Andrzej Skowron, Marcin Szczuka, Rough set approach to pattern extraction from classifiers, In: Proceedings of the Workshop on Rough Sets in Knowledge Discovery and Soft Computing at ETAPS’2003, Electronic Notes in Theoretical Computer Science, 2003. See in PBN

2002

• Hung Son Nguyen , A soft decision tree, 2002. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, An application of approximated entropy measures in decision tree induction, 2002. See in PBN
• Hung Son Nguyen , Thi sinh hoa Nguyen, Lazy classification method based on Boolean reasoning approach, 2002. See in PBN
• Hung Son Nguyen , H Wang, Pattern extraction methods for text classification, 2002. See in PBN
• Hung Son Nguyen , Scalable classification mathod based on rough sets, Lecture Notes in Computer Science, 2002. See in PBN

2001

• Hung Son Nguyen , Andrzej Skowron, J Stepaniuk, Granular Computing: A Rough Set Approach, Computational Intelligence, 2001. See in PBN
• Hung Son Nguyen , On Efficient Construction of Decision Trees from Large Databases, 2001. See in PBN
• Hung Son Nguyen , On Efficient Handling of Continuous Attributes in Large Data Bases, Fundamenta Informaticae, 2001. See in PBN
• Hung Son Nguyen , On Searching for best partition in large databases., 2001. See in PBN

2000

• Hung Son Nguyen , On Efficient Construction of Decision tree from Large Databases, 2000. See in PBN
• Hung Son Nguyen , H Wang, Pattern Extraction Method for Text Classification, 2000. See in PBN
• I Duentsch, G Gediga, Hung Son Nguyen , Rough Set Data Analysis in the KDD Process, 2000. See in PBN
• Hung Son Nguyen , Andrzej Skowron, Marcin Szczuka, Situation identification by unmanned aerial vehicle, 2000. See in PBN

1999

• Hung Son Nguyen , Thi sinh hoa Nguyen, Rough Sets and Association rule Generation, Fundamenta Informaticae, 1999. See in PBN

Others

• Hung Son Nguyen , Loan TT Nguyen, Thi sinh hoa Nguyen, A Dynamic Packed Approach for Analytic Data Warehouse in Ad-Hoc Queries, Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017. See in PBN
• Łukasz Bolikowski, Tomasz Kuśmierczyk, Michał Łukasik, Hung Son Nguyen , Comparing Hierarchical Mathematical Document Clustering against the Mathematics Subject Classification Tree, Intelligent Tools for Building a Scientific Information Platform - Advanced Architectures and Solutions, , p. 365-392. See in PBN
• Łukasz Bolikowski, Tomasz Kuśmierczyk, Michał Łukasik, Hung Son Nguyen , Hierarchical, Multi-label Classification of Scholarly Publications: Modifications of ML-KNN Algorithm, Intelligent Tools for Building a Scientific Information Platform - Advanced Architectures and Solutions, , p. 343-363. See in PBN
• Chris Cornelis, Hung Son Nguyen , Andrzej Skowron, Sankar Kumar Pal, Wei-Zhi Wu, Preface: special issue on Rough Sets and Fuzzy Sets, Special issue of Fundamenta Informaticae on Rough Sets and Fuzzy Sets. See in PBN
• Hung Son Nguyen , Andrzej Skowron, Rough Sets: From rudiments to challenges, Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam. See in PBN
• Andrzej Jankowski, Hung Son Nguyen , Andrzej Skowron, Rough sets in pattern recognition, Pattern Recognition and Big Data, , p. 323-393. See in PBN
• Eyad Kannout, Hung Son Nguyen , Marek Grzegorowski, Speeding Up Recommender Systems Using Association Rules, Recent Challenges in Intelligent Information and Database Systems: 14th Asian Conference, ACIIDS 2022, Ho Chi Minh City, Vietnam, November 28-30, 2022, Proceedings, , p. 167-179. See in PBN