Hung Son Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 27

Top Venues

Publications

Bich Khue Vo, Hung Son Nguyen
An attribute ranking method based on rough sets and interval-valued fuzzy sets. Int. J. Approx. Reason. 170 (2024)
Eyad Kannout, Marek Grzegorowski, Michal Grodzki, Hung Son Nguyen
Clustering-Based Frequent Pattern Mining Framework for Solving Cold-Start Problem in Recommender Systems. IEEE Access 12 (2024)
Bich Khue Vo, Hung Son Nguyen
Application of Interval Valued Fuzzy Sets in Attribute Ranking. IUKM (1) (2023)
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)
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. Appl. Intell. 52 (15) (2022)
Francisco Cruz, Adam Bignold, Hung Son Nguyen, Richard Dazeley, Peter Vamplew
Broad-persistent Advice for Interactive Reinforcement Learning Scenarios. CoRR (2022)
Eyad Kannout, Hung Son Nguyen, Marek Grzegorowski
Speeding Up Recommender Systems Using Association Rules. ACIIDS (2) (2022)
Eyad Kannout, Hung Son Nguyen, Marek Grzegorowski
Speeding Up Recommender Systems Using Association Rules. CoRR (2022)
Piotr Podolski, Tomasz Ludziejewski, Hung Son Nguyen
Data management in training AI chatbot with personality based on granular computing. Big Data (2022)
Lam B. Q. Nguyen, Ngoc-Thao Le, Hung Son Nguyen, Tri Pham, Bay Vo
Frequent Closed Subgraph Mining: A Multi-thread Approach. ACIIDS (1) (2022)
Bich Khue Vo, Hung Son Nguyen
Feature Selection and Ranking Method based on Intuitionistic Fuzzy Matrix and Rough Sets. FedCSIS (2022)
Piotr Podolski, Hung Son Nguyen
Cellular Automata in Covid-19 prediction. KES (2021)
Eyad Kannout, Marek Grzegorowski, Hung Son Nguyen
Toward Recommender Systems Scalability and Efficacy. CS&P (Revised Selected Papers) (2021)
Hung Son Nguyen
Efficient Machine Learning Methods over Pairwise Space (keynote). CS&P (2021)
Hung Son Nguyen, Francisco Cruz, Richard Dazeley
A Broad-persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments. CoRR (2021)
Lam B. Q. Nguyen, Loan T. T. Nguyen, Ivan Zelinka, Václav Snásel, Hung Son Nguyen, Bay Vo
A Method for Closed Frequent Subgraph Mining in a Single Large Graph. IEEE Access 9 (2021)
Nguyen Anh Mac, Hung Son Nguyen
Rotation Invariance in Graph Convolutional Networks. FedCSIS (2021)
Hung Son Nguyen, Sinh Hoa Nguyen
Learning Rough Set Based Classifiers Using Boolean Kernels. ICCSAMA (2019)
Chau Vo, Bao Ho, Hung Son Nguyen
Towards VNUMED for Healthcare Research Activities in Vietnam. ERCIM News 2019 (118) (2019)
Hung Son Nguyen
Applications of Tolerance Rough Set Model Semantic Text Analysis. CS&P (2019)
Ali Rezaei Divroodi, Quang-Thuy Ha, Linh Anh Nguyen, Hung Son Nguyen
On the possibility of correct concept learning in description logics. Vietnam. J. Comput. Sci. 5 (1) (2018)
Ludwik Czaja, Wojciech Penczek, Holger Schlingloff, Hung Son Nguyen
Preface. Fundam. Informaticae 157 (4) (2018)
Loan T. T. Nguyen, Ngoc Thanh Nguyen, Bay Vo, Hung Son Nguyen
Efficient method for updating class association rules in dynamic datasets with record deletion. Appl. Intell. 48 (6) (2018)
Loan T. T. Nguyen, Hung Son Nguyen, Sinh Hoa Nguyen
A Dynamic Packed Approach for Analytic Data Warehouse in Ad-Hoc Queries. ISAT (1) (2017)
Loan T. T. Nguyen, Bay Vo, Hung Son Nguyen, Sinh Hoa Nguyen
Mining Class Association Rules with Synthesis Constraints. ACIIDS (1) (2017)
Hung Son Nguyen, Ngoc Thuy Nguyen, Hoang Son Nguyen, Long Giang Nguyen
Some observations on representation of dependency degree k. KSE (2017)
Sander M. Bohté, Hung Son Nguyen
Modern Machine Learning: More with Less, Cheaper and Better. ERCIM News 2016 (107) (2016)
Michal Meina, Hung Son Nguyen
Search Result Clustering Based on Query Context. Fundam. Informaticae 137 (2) (2015)
Long Giang Nguyen, Hung Son Nguyen
Searching for Reductive Attributes in Decision Tables. Trans. Rough Sets 19 (2015)
Wojciech Swieboda, Maja Nguyen, Hung Son Nguyen
Granular Floor Plan Representation for Evacuation Modeling. ICCSAMA (2015)
Gloria Virginia, Hung Son Nguyen
A Semantic Text Retrieval for Indonesian Using Tolerance Rough Sets Models. Trans. Rough Sets 19 (2015)
Wojciech Swieboda, Hung Son Nguyen
Reduct Calculation and Discretization of Numeric Attributes in Sparse Decision Systems. CS&P (2015)
Sinh Hoa Nguyen, Wojciech Swieboda, Hung Son Nguyen
On semantic evaluation of text clustering algorithms. GrC (2014)
Wojciech Swieboda, Van Mai Nguyen Thi, Hung Son Nguyen
Granular Floor Plan Representation for Evacuation Modeling. CS&P (2014)
Sinh Hoa Nguyen, Hung Son Nguyen
Applications of Boolean Kernels in Rough Sets. RSEISP (2014)
Thanh-Luong Tran, Quang-Thuy Ha, Thi-Lan-Giao Hoang, Linh Anh Nguyen, Hung Son Nguyen
Bisimulation-Based Concept Learning in Description Logics. Fundam. Informaticae 133 (2-3) (2014)
Andrzej Janusz, Adam Krasuski, Sebastian Stawicki, Mariusz Rosiak, Dominik Slezak, Hung Son Nguyen
Key Risk Factors for Polish State Fire Service: a Data Mining Competition at Knowledge Pit. FedCSIS (2014)
Wojciech Swieboda, Andrzej Krauze, Hung Son Nguyen
A Granular Evacuation Modeling Framework. FedCSIS (2014)
Andrzej Janusz, Sebastian Stawicki, Hung Son Nguyen
Adaptive Learning for Improving Semantic Tagging of Scientific Articles. FedCSIS (2014)
Tianrui Li, Hongmei Chen, Jingtao Yao, Hung Son Nguyen
Preface. Fundam. Informaticae 132 (3) (2014)
Chi Mai Luong, Vincenzo Piuri, Hung Son Nguyen
Preface. Fundam. Informaticae 130 (2) (2014)
Wojciech Swieboda, Adam Krasuski, Hung Son Nguyen, Andrzej Janusz
Interactive Method for Semantic Document Indexing Based on Explicit Semantic Analysis. Fundam. Informaticae 132 (3) (2014)
Sinh Hoa Nguyen, Wojciech Swieboda, Hung Son Nguyen
Semantic Evaluation of Text Clustering. ICCSAMA (2014)
Thanh-Luong Tran, Quang-Thuy Ha, Thi-Lan-Giao Hoang, Linh Anh Nguyen, Hung Son Nguyen
Bisimulation-Based Concept Learning in Description Logics. CS&P (2013)
Hung Son Nguyen, Sinh Hoa Nguyen, Wojciech Swieboda
Semantic Explorative Evaluation of Document Clustering Algorithms. FedCSIS (2013)
Jingtao Yao, Andrzej Skowron, Guoyin Wang, Hung Son Nguyen
Preface. Fundam. Informaticae 126 (4) (2013)
Long Giang Nguyen, Hung Son Nguyen
Metric Based Attribute Reduction in Incomplete Decision Tables. RSFDGrC (2013)
Dominik Slezak, Hung Son Nguyen, Marcin S. Szczuka
Preface. Fundam. Informaticae 127 (1-4) (2013)
Hung Son Nguyen
Tolerance Rough Set Model and Its Applications in Web Intelligence. Web Intelligence/IAT Workshops (2013)
Gloria Virginia, Hung Son Nguyen
Lexicon-based Document Representation. Fundam. Informaticae 124 (1-2) (2013)
Wojciech Swieboda, Michal Meina, Hung Son Nguyen
Weight Learning for Document Tolerance Rough Set Model. RSKT (2013)
Sinh Hoa Nguyen, Tuan Trung Nguyen, Marcin S. Szczuka, Hung Son Nguyen
An Approach to Pattern Recognition Based on Hierarchical Granular Computing. Fundam. Informaticae 127 (1-4) (2013)
Andrzej Janusz, Wojciech Swieboda, Adam Krasuski, Hung Son Nguyen
Interactive Document Indexing Method Based on Explicit Semantic Analysis. RSCTC (2012)
Sinh Hoa Nguyen, Grzegorz Jaskiewicz, Wojciech Swieboda, Hung Son Nguyen
Enhancing search result clustering with semantic indexing. SoICT (2012)
Thanh-Luong Tran, Quang-Thuy Ha, Thi-Lan-Giao Hoang, Linh Anh Nguyen, Hung Son Nguyen, Andrzej Szalas
Concept Learning for Description Logic-Based Information Systems. KSE (2012)
Long Giang Nguyen, Hung Son Nguyen
On elimination of redundant attributes from decision table. FedCSIS (2012)
Wojciech Swieboda, Hung Son Nguyen
Rough Set Methods for Large and Spare Data in EAV Format. RIVF (2012)
Gloria Virginia, Hung Son Nguyen
An Algorithm for Tolerance Value Generator in Tolerance Rough Sets Model. KES (2012)
Andrzej Janusz, Hung Son Nguyen, Dominik Slezak, Sebastian Stawicki, Adam Krasuski
JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers. RSCTC (2012)
Andrzej Janusz, Dominik Slezak, Hung Son Nguyen
Unsupervised Similarity Learning from Textual Data. Fundam. Informaticae 119 (3-4) (2012)
Karol Kurach, Krzysztof Pawlowski, Lukasz Romaszko, Marcin Tatjewski, Andrzej Janusz, Hung Son Nguyen
An Ensemble Approach to Multi-label Classification of Textual Data. ADMA (2012)
Sinh Hoa Nguyen, Hung Son Nguyen
A Rough Set Approach to Knowledge Discovery by Relation Approximation. IPMU (1) (2012)
Quang-Thuy Ha, Thi-Lan-Giao Hoang, Linh Anh Nguyen, Hung Son Nguyen, Andrzej Szalas, Thanh-Luong Tran
A bisimulation-based method of concept learning for knowledge bases in description logics. SoICT (2012)
Dominik Slezak, Krzysztof Stencel, Hung Son Nguyen
(No)SQL Platform for Scalable Semantic Processing of Fast Growing Document Repositories. ERCIM News 2012 (90) (2012)
Hung Son Nguyen, Wojciech Swieboda
Rough Set Methods and Submodular Functions. CS&P (2012)
Ali Rezaei Divroodi, Quang-Thuy Ha, Linh Anh Nguyen, Hung Son Nguyen
On C-Learnability in Description Logics. ICCCI (1) (2012)
Hung Son Nguyen, Sankar K. Pal, Andrzej Skowron
Rough sets and fuzzy sets in natural computing. Theor. Comput. Sci. 412 (42) (2011)
Dominik Slezak, Andrzej Janusz, Wojciech Swieboda, Hung Son Nguyen, Jan G. Bazan, Andrzej Skowron
Semantic Analytics of PubMed Content. USAB (2011)
Adam Koper, Hung Son Nguyen
Sequential Pattern Mining from Stream Data. ADMA (2) (2011)
Wei-Zhi Wu, Dominik Slezak, Hung Son Nguyen
Preface. Fundam. Informaticae 111 (1) (2011)
Gloria Virginia, Hung Son Nguyen
Investigating the Effectiveness of Thesaurus Generated Using Tolerance Rough Set Model. ISMIS (2011)
Marcin Wojnarski, Pawel Góra, Marcin S. Szczuka, Hung Son Nguyen, Joanna Swietlicka, Demetris Zeinalipour-Yazti
IEEE ICDM 2010 Contest: TomTom Traffic Prediction for Intelligent GPS Navigation. ICDM Workshops (2010)
Sinh Hoa Nguyen, Hung Son Nguyen
Scalable Methods in Rough Sets. IUM (2010)
Gloria Virginia, Hung Son Nguyen
Automatic Ontology Constructor for Indonesian Language. Web Intelligence/IAT Workshops (2010)
Marcin Wojnarski, Andrzej Janusz, Hung Son Nguyen, Jan G. Bazan, Chuanjiang Luo, Ze Chen, Feng Hu, Guoyin Wang, Lihe Guan, Huan Luo
RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment. RSCTC (2010)
Piotr Kwiatkowski, Sinh Hoa Nguyen, Hung Son Nguyen
On Scalability of Rough Set Methods. IPMU (1) (2010)
Hung Son Nguyen, Andrzej Skowron
Rough Set Approach to KDD (Extended Abstract). RSKT (2008)
Sinh Hoa Nguyen, Hung Son Nguyen
Hierarchical Rough Classifiers. RSEISP (2007)
Trung Thanh Nguyen, Claire P. Willis, Derek J. Paddon, Sinh Hoa Nguyen, Hung Son Nguyen
Learning Sunspot Classification. Fundam. Informaticae 72 (1-3) (2006)
Hung Son Nguyen
Knowledge Discovery by Relation Approximation: A Rough Set Approach. RSKT (2006)
Hung Son Nguyen, Z. H. Gan, Zhe Chen, V. Chandrasekar, K. Prasad, S. G. Mhaisalkar, Ning Jiang
Reliability studies of barrier layers for Cu/PAE low-k interconnects. Microelectron. Reliab. 46 (8) (2006)
Hung Son Nguyen
Approximate Boolean Reasoning: Foundations and Applications in Data Mining. Trans. Rough Sets 5 (2006)
Sinh Hoa Nguyen, Trung Thanh Nguyen, Hung Son Nguyen
Ontology Driven Concept Approximation. RSCTC (2006)
Hung Son Nguyen, Marta Luksza, Ewa Makosa, Henryk Jan Komorowski
An Approach to Mining Data with Continuous Decision Values. Intelligent Information Systems (2005)
Hung Son Nguyen
Approximate Boolean Reasoning Approach to Rough Sets and Data Mining. RSFDGrC (2) (2005)
Hung Son Nguyen, Sinh Hoa Nguyen
Fast split selection method and its application in decision tree construction from large databases. Int. J. Hybrid Intell. Syst. 2 (2) (2005)
Chi Lang Ngo, Hung Son Nguyen
A Method of Web Search Result Clustering Based on Rough Sets. Web Intelligence (2005)
Sinh Hoa Nguyen, Trung Thanh Nguyen, Hung Son Nguyen
Rough Set Approach to Sunspot Classification Problem. RSFDGrC (2) (2005)
Sinh Hoa Nguyen, Hung Son Nguyen
Improving Rough Classifiers Using Concept Ontology. PAKDD (2005)
Sinh Hoa Nguyen, Jan G. Bazan, Andrzej Skowron, Hung Son Nguyen
Layered Learning for Concept Synthesis. Trans. Rough Sets 1 (2004)
Jan G. Bazan, Hung Son Nguyen, Marcin S. Szczuka
A View on Rough Set Concept Approximations. Fundam. Informaticae 59 (2-3) (2004)
Trung Thanh Nguyen, Claire P. Willis, Derek J. Paddon, Hung Son Nguyen
On Learning of Sunspot Classification. Intelligent Information Systems (2004)
Chi Lang Ngo, Hung Son Nguyen
A Tolerance Rough Set Approach to Clustering Web Search Results. PKDD (2004)
Jan G. Bazan, Sinh Hoa Nguyen, Hung Son Nguyen, Andrzej Skowron
Rough Set Methods in Approximation of Hierarchical Concepts. Rough Sets and Current Trends in Computing (2004)
Sinh Hoa Nguyen, Hung Son Nguyen
Learning Concept Approximation from Uncertain Decision Tables. MSRAS (2004)
Jan G. Bazan, James F. Peters, Andrzej Skowron, Hung Son Nguyen, Marcin S. Szczuka
Rough Set Approach to Pattern Extraction from Classifiers. Electron. Notes Theor. Comput. Sci. 82 (4) (2003)
Hung Son Nguyen, Sinh Hoa Nguyen
Approximated Measures in Construction of Decision Trees from Large Databases. HIS (2003)
Hung Son Nguyen
On the Decision Table with Maximal Number of Reducts. Electron. Notes Theor. Comput. Sci. 82 (4) (2003)
Jan G. Bazan, Hung Son Nguyen, Andrzej Skowron, Marcin S. Szczuka
A View on Rough Set Concept Approximations. RSFDGrC (2003)
Hung Son Nguyen
Scalable Classification Method Based on Rough Sets. Rough Sets and Current Trends in Computing (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hung Son Nguyen