Publication

Tutorial and invited talks

  1. Sinh Hoa Nguyen and Hung Son Nguyen. Hierarchical rough classifiers. In Marzena Kryszkiewicz, James F. Peters, Henryk Rybinski, and Andrzej Skowron, editors, Rough Sets and Intelligent Systems Paradigms, volume LNCS 4585, pages 40-50. Springer, 2007.
  2. Hung Son Nguyen and Andrzej Skowron. Rough set approach to KDD. In Guoyin Wang, Tian rui Li, Jerzy W. Grzymala-Busse, Duoqian Miao, Andrzej Skowron, and Yiyu Yao, editors, Proceedings of International Conference RSKT'2008, volume LNCS 5009, pages 19-20. Springer, 2008.
  3. Hung Son Nguyen. Knowledge discovery by relation approximation: A rough set approach. In Guoyin Wang, James F. Peters, Andrzej Skowron, and Yiyu Yao, editors, Rough Sets and Knowledge Technology, First International Conference, RSKT 2006, Chongquing, China, July 24-26, 2006, Proceedings, volume 4062 of Lecture Notes in Computer Science, pages 103-106. Springer, 2006. (Invited talk)
  4. Hung Son Nguyen. Approximate Boolean Reasoning Approach to Rough Sets and Data Mining. In Dominik Slezak, Jingtao Yao, James F. Peters, Wojciech Ziarko, and Xiaohua Hu, editors, Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings, Part II, LNCS 3642, pages 12-22. Springer-verlag, 2005. (Plenary talk)
  5. Nguyen Hung Son. Rough Sets Approach to Learning in MAS – A tutorial. Compiegne University, Compiegne, France, tutorial notes of the 2005 IEEE/WIC/ACM international conference on web intelligence and intelligent agent technology edition, 2005.
  6. Nguyen Hung Son and Marcin Szczuka. Rough Sets In Knowledge Discovery and Data Mining – A tutorial. VAST-Vietnam academy of Science and Technology, Tutorial Notes of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 18 may 2005, Hanoi, Wietnam, Takashi Washio (ed.) edition, 2005.
  7. Witold Kosiński, Hung Son Nguyen, Marcin Szczuka. Inteligencja Obliczeniowa elementy – Tutorial. XXXV Ogólnopolska Konferencja Zastosowań Matematycznych, Zakopane, 12-19 Wsześnia, 2006.

Book chapters

  1. Hung Son Nguyen, Andrzej Jankowski, James F. Peters, Andrzej Skowron, Marcin Szczuka, and Jaroslaw Stepaniuk. In JingTao Yao (Edt.): Novel Developments in Granular Computing: Applications for Advanced Human Reasoning and Soft Computation. Idea Group Inc., 2009, (accepted)
  2. Hung Son Nguyen. Rough Computing: Theories, Technologies, and Applications, chapter Rough Sets and Boolean Reasoning, pages 39-70. Information Science Reference (Idea Group Inc.), 2007.
  3. Hung Son Nguyen and Tu Bao Ho. Rough Document Clustering and the Internet. Handbook of Granular Computing, , pages 987-1004. John Wiley & Sons, 2008.
  4. Sinh Hoa Nguyen and Hung Son Nguyen. Rough Sets and Granular Computing in Hierarchical Learning, chapter Rough Document Clustering and the Internet, pages 801-822. John Wiley & Sons, 2008.
  5. Sinh Hoa Nguyen and Hung Son Nguyen. Learning Concept Approximation from Uncertain Decision Tables. In Barbara Dunin-Keplicz, Andrzej Jankowski, Andrzej Skowron, and Marcin Szczuka, editors, Monitoring, Security, and Rescue Techniques in Multiagent Systems, Advances in Soft Computing, pages 249-260. Springer, 2005.
  6. Hung Son Nguyen. On exploring soft discretization of continuous attributes. In Sankar K. Pal, Lech Polkowski, and Andrzej Skowron, editors, Rough-Neural Computing: Techniques for Computing with Words, Cognitive Technologies, pages 333-350. Springer Verlag, 2003.
  7. Marcin Szczuka and Hung Son Nguyen. Analysis of image sequence for the uav. In Masahiro Inuiguchi, Shusaku Tsumoto, and Shoji Hirano, editors, Rough Set Theory and Granular Computing, volume 125 of Studies in Fuzziness and Soft Computing, pages 291-300. Spriger Verlag, 2003.
  8. Hung Son Nguyen and Hui Wang. Pattern extraction method for text classification. In B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, and R.R. Yager, editors, Technologies for Contructing Intelligent Systems 1: Tasks, volume 89 of Studies in Fuzziness and Soft Computing, pages 227 - 238. Springer, 2002.
  9. Jan Bazan, Hung Son Nguyen, Sinh Hoa Nguyen, Piotr Synak, and Jakub Wróblewski. Rough set algorithms in classification problem. In L. Polkowski, S. Tsumoto, and T.Y. Lin, editors, Rough Set Methods and Applications, pages 49-88. Springer, Heidelberg New York, 2000.
  10. Hung Son Nguyen and Sinh Hoa Nguyen. Discretization methods for data mining. In L. Polkowski and A. Skowron, editors, Rough Sets in Knowledge Discovery, pages 451-482. Springer, Heidelberg New York, 1998.

Journal articles

  1. Trung Thanh Nguyen, Claire P. Willis, Derek J. Paddon, Sinh Hoa Nguyen, and Hung Son Nguyen. Learning sunspot classification. Fundamenta Informaticea, 72(1-3):295-309, 2006.
  2. Hung Son Nguyen and Sinh Hoa Nguyen. Fast split selection method and its application in decision tree construction from large databases. International Journal of Hybrid Intelligent Systems., 2(2):149-160, 2005.
  3. Jan Bazan, Hung Son Nguyen, and Marcin Szczuka. A view on rough set concept approximations. Fundamenta Informatica, 59(2-3):107-118, 2004.
  4. Sinh Hoa Nguyen, Jan Bazan, Andrzej Skowron, and Hung Son Nguyen. Layered learning for concept synthesis. In Jim F. Peters, Andrzej Skowron, Jerzy W. Grzymala-Busse, Bozena Kostek, Roman W. Swiniarski, and Marcin S. Szczuka, editors, Transactions on Rough Sets I, volume LNCS 3100 of Lecture Notes on Computer Science, pages 187-208. Springer, 2004.
  5. Hung Son Nguyen. On efficient handling of continuous attributes in large data bases. Fundamenta Informaticae, 48(1):61-81, 2001.
  6. Hung Son Nguyen, Andrzej Skowron, and Jaroslaw Stepaniuk. Granular computing: A rough set approach. Computational Intelligence, 17(3):514-544, 2001.
  7. Hung Son Nguyen and Sinh Hoa Nguyen. Rough sets and association rule generation. Fundamenta Informaticae, 40(4):383-405, 1999.
  8. Sinh Hoa Nguyen and Hung Son Nguyen. Pattern extraction from data. Fundamenta Informaticae, 34(1-2):129-144, 1998.
  9. Hung Son Nguyen. From optimal hyperplanes to optimal decision trees. Fundamenta Informaticae, 34(1-2):145-174, 1998.

Reviewed conference articles:

  1. Anjana Kokati Mahanta and Hung Son Nguyen. Mining interesting periodicities of temporal patterns. In Proceedings of 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2008.
  2. Hung Son Nguyen and Sinh Hoa Nguyen. Learning concept approximation from the pair-wise space. In Ludwik Czaja, editor, Proceedings of International Conference on Concurrency, Speci_cation and Programming, pages 446-450. Zakad Graficzny Uniwersytetu Warszawskiego, 2007.
  3. Sinh Hoa Nguyen and Hung Son Nguyen. Discovery by relation approximation. In Hung Son Nguyen and Van Nam Huynh, editors, Proceedings of International Workshop on Soft Computing for Knowledge Technology - SCKT2008 (in conjunction with PRICAI 2008), pages 100-109. Hanoi University of Technology, 2008.
  4. Sinh Hoa Nguyen, Thanh Trung Nguyen, and Hung Son Nguyen. A hybrid system for learning sunspot recognition and classification. In Dieter Burkhard, Ludwik Czaja, Gabriela Lindemann, Wojciech Penczek, Andrzej Salwicki, Holger Schlingloff, Andrzej Skowron, and Zbigniew Suraj, editors, Proceedings of International Conference on Concurrency, Specification and Programming, volume 3, pages 374-385. Humboldt Universitt zu Berlin, 2008.
  5. Sinh Hoa Nguyen, Trung Thanh Nguyen, Hung Son Nguyen: Ontology Driven Concept Approximation. in [43], Springer, LNAI 4259, pages 547-556.
  6. Sinh Hoa Nguyen and Hung Son Nguyen. Improving Rough Classifiers Using Concept Ontology. In David Cheung Tu Bao Ho and Huan Liu, editors, Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia Conference, PAKDD2005, LNCS 3518, pages 312-322. Springer, 2005.
  7. Sinh Hoa Nguyen, Trung Thanh Nguyen, and Hung Son Nguyen. Rough Set Approach to Sunspot Classification Problem. In Dominik Slezak, Jingtao Yao, James F. Peters, Wojciech Ziarko, and Xiaohua Hu, editors, Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 3, 2005, Proceedings, Part II, LNCS 3642, pages 263-272. Springer-verlag, 2005.
  8. Jan G. Bazan, Sinh Hoa Nguyen, Hung Son Nguyen, and Andrzej Skowron. Rough set methods in approximation of hierarchical concepts. In Shusaku Tsumoto, Roman Slowinski, Henryk Jan Komorowski, and Jerzy W. Grzymala-Busse, editors, Rough Sets and Current Trends in Computing: Proceedings of RSCTC'04, June 1-5, 2004, Uppsala, Sweden, volume LNAI 3066 of Lecture Notes in Computer Science, pages 346-355. Springer, 2004.
  9. Chi Lang Ngo and Hung Son Nguyen. Tolerance rough set approach to clustering web search results. In J.-F.Boulicaut, F.Esposito, F.Gianotti, and D.Pedreschi, editors, Knowledge Discovery in Databases: Proceedings of PKDD 2004, September 20-24, 2004, Pisa, Italy, volume LNAI 3202 of Lecture Notes in Computer Science, pages 515-517. Springer, 2004.
  10. Jan Bazan, Hung Son Nguyen, Andrzej Skowron, and Marcin Szczuka. A view on rough set concept approximations. In Guoyin Wang, Quing Liu, Yiyu Yao, and Andrzej Skowron, editors, Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing. Proceedings of RSFDGrC 2003, LNAI 2639, pages 181-188, Chongqing, China, 2003. Springer.
  11. Hung Son Nguyen. Scalable classification method based on rough sets. In J. J. Alpigini, J. F. Peters, A. Skowron, and N. Zhong, editors, Rough Sets and Current Trends in Computing (Proc. RSCTC'2002), LNAI 2475, pages 433-440. Springer, Berlin Heidelberg, 2002.
  12. Hung Son Nguyen. On efficient construction of decision tree from large databases. In W. Ziarko and Y. Yao, editors, Rough Sets and Current Trends in Computing (Proc. RSCTC'2000), LNAI 2005, pages 354-361. Springer, Berlin Heidelberg, 2001.
  13. Hung Son Nguyen, Andrzej Skowron, and Marcin Szczuka. Situation identification by unmanned aerial vehicle. In W. Ziarko and Y. Yao, editors, Rough Sets and Current Trends in Computing (Proc. RSCTC'2000, Banff, Canada), LNAI 2005, pages 49-56. Springer, Berlin Heidelberg, 2001.
  14. Hung Son Nguyen, Sinh Hoa Nguyen, and Andrzej Skowron. Decomposition of task specification problems. In A. Skowron and Z. Ras, editors, Foundation of Intelligent Systems (Proc. of ISMIS'99, Warsaw, Poland), LNAI 1609, pages 310-318. Springer, Berlin Heidelberg, 1999.
  15. Hui Wang and Hung Son Nguyen. Text classification using lattice machine. In A. Skowron and Z. Ras, editors, Foundation of Intelligent Systems (Proc. of ISMIS'99, Warsaw, Poland), LNAI 1609, pages 235-243. Springer, Berlin Heidelberg, 1999.
  16. Andrzej Skowron and Hung Son Nguyen. Boolean reasoning schema with some applications in data mining. In J. Zytkow and J. Rauch, editors, Principple of Data Mining and Knowledge Discovery (Proc. of PKDD'1999, Praga, Czech Republic), LNAI 1704, pages 107-115. Springer, Berlin Heidelberg, 1999.
  17. Hung Son Nguyen and Dominik Slezak. Approximate reducts and association rules - correspondence and complexity results. In J. Zytkow and J. Rauch, editors, New Direction in Rough Sets, Data Mining and Granular-Soft Computing (Proc. of RSFDGrC'99, Yamaguchi, Japan), LNAI 1711, pages 107-115. Springer, Berlin Heidelberg, 1999.
  18. Hung Son Nguyen. Discretization problems for rough set methods. In L. Polkowski and A. Skowron, editors, New Direction in Rough Sets, Data Mining and Granular-Soft Computing (Proc. of RSCTC'98, Warsaw, Poland), LNAI 1424, pages 545-552. Springer, Berlin Heidelberg, 1998.
  20. Karina Luksza and Hung Son Nguyen. On application of rough sets to bayesian network construction from data. In Proceedings of the 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, (IPMU-06), pages 2642-2649, 2006.
  21. Thanh Trung Nguyen, Claire P. Willis, Derek J. Paddon, and Hung Son Nguyen. A hybrid system for learning sunspot recognition and classification. In Geuk Lee, Dominik Slezak, Tai hoon Kim, Peter Sloot, Haeng-Kon Kim, Il Seok Ko, and Marcin Szczuka, editors, Proceedings of ICHIT, volume 2, pages 257-264. IEEE, 2006.
  22. Chi Lang Ngo and Hung Son Nguyen. A method of web search result clustering based on rough sets. In Proceedings of 2005 IEEE/WIC/ACM International Conference on Web Intelligence, pages 673-679. IEEE Computer Society Press, 2005.
  23. Hung Son Nguyen, Marta Łuksza, Ewa Mąkosa, and Jan Komorowski. An Approach to Mining Data with Continuous Decision Values. In Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, and Krzysztof Trojanowski, editors, Proceedings of the International IIS: IIPWM´05 Conference held in Gdansk, Poland, June 13-16, 2005, Advances in Soft Computing, pages 653-662. Springer, 2005.
  24. Trung Thanh Nguyen, Claire P. Willis, Derek J. Paddon, and Hung Son Nguyen. On learning of sunspot classification. In Mieczyslaw A. Klopotek, Slawomir T. Wierzchon, and Krzysztof Trojanowski, editors, Intelligent Information Systems, Proceedings of IIPWM'04, May 17-20, 2004, Zakopane, Poland, Advances in Soft Computing, pages 59-68. Springer, 2004.
  25. Hung Son Nguyen and Sinh Hoa Nguyen. Analysis of stulong data by rough set exploration system (rses). In Petr Berka, editor, Proceedings of ECML/PKDD-2003 Discovery Challenge Workshop, pages 71-82, 2003.
  26. Hung Son Nguyen. A soft decision tree. In M. A. Klopotek, S. Wierzchon, and M. Michalewicz, editors, Intelligent Information Systems 2002 (Proc. IIS'2002), Advanced in Soft Computing, pages 57-66. Springer, Berlin Heidelberg, 2002.
  27. Hung Son Nguyen. Efficient sql-querying method for data mining in large data bases. In Proc. of Sixteenth International Joint Conference on Artificial Intelligence, IJCAI-99, pages 806-811, Stockholm, Sweden, 1999. Morgan Kaufmann.
  28. Sinh Hoa Nguyen and Hung Son Nguyen. Rough set approach to approximation of concepts from taxonomy. In P.Buitelaar, J.Franke, M.Grobelnik, G.Paass, and V.Svatek, editors, Proceedings of Knowledge Discovery and Ontologies Workshop (KDO-04) at ECML/PKDD 2004, September 24, 2004, Pisa, Italy, pages 13-24, 2004.
  29. Sinh Hoa Nguyen and Hung Son Nguyen. Learning concept approximation from uncertain decision tables. In In Proc. Workshop on Monitoring, Security, and Rescue Techniques in Multiagent Systems (MSRAS'04), Plock, Poland, June 2004, Advances in Soft Computing, pages 139-140. Springer, 2004.
  30. Jan Bazan, James F. Peters, Andrzej Skowron, Hung Son Nguyen, and Marcin Szczuka. Rough set approach to pattern extraction from classifiers. In Andrzej Skowron and Marcin Szczuka, editors, Electronic Notes in Theoretical Computer Science, volume 82. Elsevier Science Publishers, 2003.
  31. Hung Son Nguyen. On the decision table with maximal number of reducts. In Andrzej Skowron and Marcin Szczuka, editors, Electronic Notes in Theoretical Computer Science, volume 82. Elsevier, 2003.
  32. Hung Son Nguyen and Sinh Hoa Nguyen. Lazy classification method based on boolean reasoning approach. In Procedings of the Workshop in Concurrency, Specification and Programming, Germany, October 2002. Humboldt Universitat zu Berlin.
  33. Sinh Hoa Nguyen and Hung Son Nguyen. An application of approximated entropy measures in decision tree induction. In Proceedings of the Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU'02, pages 1625-1631, Annecy, France, July 2002.
  34. Hung Son Nguyen. On efficient construction of decision trees from large databases. In Communications of the 10th International Symposium on Intelligent Information Systems, pages 51-61. Institute of Computer Science - PAN, 2001.
  35. Hung Son Nguyen, Andrzej Skowron, and Marcin Szczuka. Analysis of image sequences for the unmanned aerial vehicle. In Proceedings of International Workshop on RSTGC-2001, Bulletin of IRSS 5(1,2), pages 185-188, 2001.
  36. Hung Son Nguyen and Hui Wang. Pattern extraction method for text classification. In Proc. of 8th International Conference IPMU'2000, pages 365-371, Madrid, Spain, July 2000. Universidad Politechnica de Madrid.
  37. Ivo Duentsch, G. Gediga, and Hung Son Nguyen. Rough set data analysis in the kdd process. In Proc. of 8th International Conference IPMU'2000, pages 220-226, Madrid, Spain, July 2000. Universidad Politechnica de Madrid.
  38. Hung Son Nguyen, Marcin Szczuka, and Andrzej Skowron. Object identification by unmanned aerial vehicle. In H.D. Burkhard, L. Czaja, A. Skowron, and P. Starke, editors, Procedings of the Workshop in Concurrency, Specification and Programming, pages 177-188, Germany, October 2000. Humboldt Universitat zu Berlin.
  39. Hung Son Nguyen and Sinh Hoa Nguyen. Discretization of real value attributes for control problems. In Proc. of the Workshop on Robotics, Inteligent Control, and Decision Support systems, Warsaw, Poland, 1999.
  40. Hung Son Nguyen. An application of template analysis and reducts for association rule generation. In Proceedings of the 5th European Congress on Intelligent Techniques and Soft Computing EUFIT'99, Aachen, Germany, 1999.
  41. Sinh Hoa Nguyen and Hung Son Nguyen. Pattern extraction from data. In Proceedings of the Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU'98, pages 1346-1353, Paris, France, July 1998.
  42. Sinh Hoa Nguyen and Hung Son Nguyen. The decomposition problem in multi-agent systems. In J. Komorowski, A. Skowron, and I. Duntsch, editors, Proceedings of the ECAI'98 Workshop on Synthesis of Intelligent Agent Systems from Experimental Data, Brighton, UK, August 1998.
  43. Andrzej Skowron and Hung Son Nguyen. Task decomposition problem in multi agent systems. In H.D. Burkhard, L. Czaja, and P. Starke, editors, The Procedings of the Workshop in Concurrency, Specification and Programming, Germany, September 1998. Humboldt Universitat zu Berlin.

Edited volumes:

  1. Hung Son Nguyen and Van Nam Huynh, editors. Proceedings of International Workshop on Soft Computing for Knowledge Technology - SCKT2008 (in conjunction with PRICAI 2008). Hanoi University of Technology, 2008.
  2. Hung Son Nguyen, editor. Proceedings of the ECML/PKDD 2007 Discovery Challenge. Zakad Graficzny Uniwersytetu Warszawskiego, 2007.
  3. Salvatore Greco, Yutaka Hata, Shoji Hirano, Masahiro Inuiguchi, Sadaaki Miyamoto, Hung Son Nguyen, and Roman Slowinski, editors. Rough Sets and Current Trends in Computing, 5th International Conference, RSCTC 2006, Kobe, Japan, November 6-8, 2006, Proceedings, volume 4259 of Lecture Notes in Computer Science. Springer, 2006.
  4. Nguyen Hung Son and Szczuka (eds.) Marcin. Proceedings of International Workshop on Rough Set Techniques in Knowledge Discovery and Data Mining - RSKD 2005, The 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining - PAKDD 2005, 18 May 2005, Hanoi, Wietnam. VAST - Vietnamese Academy of Sciences and Technology, Hanoi, 2005.
  5. H. D. Burchard, L. Czaja, H. S. Nguyen, and P. Starke, editors. Proceedings of the CS&P'99 Workshop. Warsaw University, 1999.

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