Application of Modal Logics and Rough Sets for Classifying Objects. - Jan G. Bazan; Hung Son Nguyen; Tuan Trung Nguyen; Andrzej Skowron; Jaroslaw Stepaniuk (WOCFAI, 1995)

Searching for Features Defined by Hyperplanes. - Hung Son Nguyen; Sinh Hoa Nguyen; Andrzej Skowron (ISMIS, 1996)

Boolean Reasoning for Feature Extraction Problems. - Hung Son Nguyen; Andrzej Skowron (ISMIS, 1997)

Neural Networks Design: Rough Set Approach to Continuous Data. - Hung Son Nguyen; Marcin S. Szczuka; Dominik Slezak (PKDD, 1997)

Discretization Problem for Rough Sets Methods. - Hung Son Nguyen (Rough Sets and Current Trends in Computing, 1998)

From Optimal Hyperplanes to Optimal Decision Trees. - Hung Son Nguyen (Fundam. Informaticae, 1998)

Pattern Extraction from Data. - Sinh Hoa Nguyen; Hung Son Nguyen (Fundam. Informaticae, 1998)

Efficient SQL-Querying Method for Data Mining in Large Data Bases. - Hung Son Nguyen (IJCAI, 1999)

Decomposition of Task Specification Problems. - Hung Son Nguyen; Sinh Hoa Nguyen; Andrzej Skowron (ISMIS, 1999)

Text Classification Using Lattice Machine. - Hui Wang 001; Hung Son Nguyen (ISMIS, 1999)

Boolean Reasoning Scheme with Some Applications in Data Mining. - Andrzej Skowron; Hung Son Nguyen (PKDD, 1999)

Approximate Reducts and Association Rules - Correspondence and Complexity Results. - Hung Son Nguyen; Dominik Slezak (RSFDGrC, 1999)

Rough Sets and Association Rule Generation. - Hung Son Nguyen; Sinh Hoa Nguyen (Fundam. Informaticae, 1999)

On Efficient Construction of Decision Trees from Large Databases. - Hung Son Nguyen (Rough Sets and Current Trends in Computing, 2000)

Situation Identification by Unmanned Aerial Vehicle. - Hung Son Nguyen; Andrzej Skowron; Marcin S. Szczuka (Rough Sets and Current Trends in Computing, 2000)

Analysis of Image Sequences for the Unmanned Aerial Vehicle. - Hung Son Nguyen; Andrzej Skowron; Marcin S. Szczuka (JSAI Workshops, 2001)

Granular Computing: A Rough Set Approach. - Hung Son Nguyen; Andrzej Skowron; Jaroslaw Stepaniuk (Comput. Intell., 2001)

On Efficient Handling of Continuous Attributes in Large Data Bases. - Hung Son Nguyen (Fundam. Informaticae, 2001)

A Soft Decision Tree. - Hung Son Nguyen (Intelligent Information Systems, 2002)

Scalable Classification Method Based on Rough Sets. - Hung Son Nguyen (Rough Sets and Current Trends in Computing, 2002)

Approximated Measures in Construction of Decision Trees from Large Databases. - Hung Son Nguyen; Sinh Hoa Nguyen (HIS, 2003)

A View on Rough Set Concept Approximations. - Jan G. Bazan; Hung Son Nguyen; Andrzej Skowron; Marcin S. Szczuka (RSFDGrC, 2003)

Rough Set Approach to Pattern Extraction from Classifiers. - Jan G. Bazan; James F. Peters; Andrzej Skowron; Hung Son Nguyen; Marcin S. Szczuka (RSKD, 2003)

On the Decision Table with Maximal Number of Reducts. - Hung Son Nguyen (RSKD, 2003)

On Learning of Sunspot Classification. - Trung Thanh Nguyen 003; Claire P. Willis; Derek J. Paddon; Hung Son Nguyen (Intelligent Information Systems, 2004)

Learning Concept Approximation from Uncertain Decision Tables. - Sinh Hoa Nguyen; Hung Son Nguyen (MSRAS, 2004)

A Tolerance Rough Set Approach to Clustering Web Search Results. - Chi Lang Ngo; Hung Son Nguyen (PKDD, 2004)

Rough Set Methods in Approximation of Hierarchical Concepts. - Jan G. Bazan; Sinh Hoa Nguyen; Hung Son Nguyen; Andrzej Skowron (Rough Sets and Current Trends in Computing, 2004)

A View on Rough Set Concept Approximations. - Jan G. Bazan; Hung Son Nguyen; Marcin S. Szczuka (Fundam. Informaticae, 2004)

Layered Learning for Concept Synthesis. - Sinh Hoa Nguyen; Jan G. Bazan; Andrzej Skowron; Hung Son Nguyen (Trans. Rough Sets, 2004)

On Exploring Soft Discretization of Continuous Attributes. - Hung Son Nguyen (Rough-Neural Computing: Techniques for Computing with Words, 2004)

An Approach to Mining Data with Continuous Decision Values. - Hung Son Nguyen; Marta Luksza; Ewa Makosa; Henryk Jan Komorowski (Intelligent Information Systems, 2005)

Improving Rough Classifiers Using Concept Ontology. - Sinh Hoa Nguyen; Hung Son Nguyen (PAKDD, 2005)

Approximate Boolean Reasoning Approach to Rough Sets and Data Mining. - Hung Son Nguyen (RSFDGrC (2), 2005)

Rough Set Approach to Sunspot Classification Problem. - Sinh Hoa Nguyen; Trung Thanh Nguyen 003; Hung Son Nguyen (RSFDGrC (2), 2005)

A Method of Web Search Result Clustering Based on Rough Sets. - Chi Lang Ngo; Hung Son Nguyen (Web Intelligence, 2005)

Fast split selection method and its application in decision tree construction from large databases. - Hung Son Nguyen; Sinh Hoa Nguyen (Int. J. Hybrid Intell. Syst., 2005)

Ontology Driven Concept Approximation. - Sinh Hoa Nguyen; Trung Thanh Nguyen 003; Hung Son Nguyen (RSCTC, 2006)

Knowledge Discovery by Relation Approximation: A Rough Set Approach. - Hung Son Nguyen (RSKT, 2006)

Learning Sunspot Classification. - Trung Thanh Nguyen 003; Claire P. Willis; Derek J. Paddon; Sinh Hoa Nguyen; Hung Son Nguyen (Fundam. Informaticae, 2006)

Reliability studies of barrier layers for Cu/PAE low-k interconnects. - Hung Son Nguyen; Z. H. Gan; Zhe Chen; V. Chandrasekar 002; K. Prasad; S. G. Mhaisalkar; Ning Jiang (Microelectron. Reliab., 2006)

Approximate Boolean Reasoning: Foundations and Applications in Data Mining. - Hung Son Nguyen (Trans. Rough Sets, 2006)

Hierarchical Rough Classifiers. - Sinh Hoa Nguyen; Hung Son Nguyen (RSEISP, 2007)

Rough Set Approach to KDD (Extended Abstract). - Hung Son Nguyen; Andrzej Skowron (RSKT, 2008)

Automatic Ontology Constructor for Indonesian Language. - Gloria Virginia; Hung Son Nguyen (Web Intelligence/IAT Workshops, 2010)

IEEE ICDM 2010 Contest: TomTom Traffic Prediction for Intelligent GPS Navigation. - Marcin Wojnarski; Pawel Góra; Marcin S. Szczuka; Hung Son Nguyen; Joanna Swietlicka; Demetris Zeinalipour-Yazti (ICDM Workshops, 2010)

On Scalability of Rough Set Methods. - Piotr Kwiatkowski; Sinh Hoa Nguyen; Hung Son Nguyen (IPMU (1), 2010)

Scalable Methods in Rough Sets. - Sinh Hoa Nguyen; Hung Son Nguyen (IUM, 2010)

RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment. - Marcin Wojnarski; Andrzej Janusz; Hung Son Nguyen; Jan G. Bazan; Chuanjiang Luo; Ze Chen; Feng Hu 001; Guoyin Wang 001; Lihe Guan; Huan Luo (RSCTC, 2010)

Sequential Pattern Mining from Stream Data. - Adam Koper; Hung Son Nguyen (ADMA (2), 2011)

Investigating the Effectiveness of Thesaurus Generated Using Tolerance Rough Set Model. - Gloria Virginia; Hung Son Nguyen (ISMIS, 2011)

Semantic Analytics of PubMed Content. - Dominik Slezak; Andrzej Janusz; Wojciech Swieboda; Hung Son Nguyen; Jan G. Bazan; Andrzej Skowron (USAB, 2011)

Preface. - Wei-Zhi Wu; Dominik Slezak; Hung Son Nguyen (Fundam. Informaticae, 2011)

Rough sets and fuzzy sets in natural computing. - Hung Son Nguyen; Sankar K. Pal; Andrzej Skowron (Theor. Comput. Sci., 2011)

An Ensemble Approach to Multi-label Classification of Textual Data. - Karol Kurach; Krzysztof Pawlowski; Lukasz Romaszko; Marcin Tatjewski; Andrzej Janusz; Hung Son Nguyen (ADMA, 2012)

Rough Set Methods and Submodular Functions. - Hung Son Nguyen; Wojciech Swieboda (CS&P, 2012)

On elimination of redundant attributes from decision table. - Long Giang Nguyen; Hung Son Nguyen (FedCSIS, 2012)

On C-Learnability in Description Logics. - Ali Rezaei Divroodi; Quang-Thuy Ha; Linh Anh Nguyen; Hung Son Nguyen (ICCCI (1), 2012)

A Rough Set Approach to Knowledge Discovery by Relation Approximation. - Sinh Hoa Nguyen; Hung Son Nguyen (IPMU (1), 2012)

An Algorithm for Tolerance Value Generator in Tolerance Rough Sets Model. - Gloria Virginia; Hung Son Nguyen (KES, 2012)

Concept Learning for Description Logic-Based Information Systems. - Thanh-Luong Tran; Quang-Thuy Ha; Thi-Lan-Giao Hoang; Linh Anh Nguyen; Hung Son Nguyen; Andrzej Szalas (KSE, 2012)

Rough Set Methods for Large and Spare Data in EAV Format. - Wojciech Swieboda; Hung Son Nguyen (RIVF, 2012)

JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers. - Andrzej Janusz; Hung Son Nguyen; Dominik Slezak; Sebastian Stawicki; Adam Krasuski (RSCTC, 2012)

Interactive Document Indexing Method Based on Explicit Semantic Analysis. - Andrzej Janusz; Wojciech Swieboda; Adam Krasuski; Hung Son Nguyen (RSCTC, 2012)

A bisimulation-based method of concept learning for knowledge bases in description logics. - Quang-Thuy Ha; Thi-Lan-Giao Hoang; Linh Anh Nguyen; Hung Son Nguyen; Andrzej Szalas; Thanh-Luong Tran (SoICT, 2012)

Enhancing search result clustering with semantic indexing. - Sinh Hoa Nguyen; Grzegorz Jaskiewicz; Wojciech Swieboda; Hung Son Nguyen (SoICT, 2012)

(No)SQL Platform for Scalable Semantic Processing of Fast Growing Document Repositories. - Dominik Slezak; Krzysztof Stencel; Hung Son Nguyen (ERCIM News, 2012)

Unsupervised Similarity Learning from Textual Data. - Andrzej Janusz; Dominik Slezak; Hung Son Nguyen (Fundam. Informaticae, 2012)

On Designing the SONCA System. - Linh Anh Nguyen; Hung Son Nguyen (Intelligent Tools for Building a Scientific Information Platform, 2012)

Semantic Search and Analytics over Large Repository of Scientific Articles. - Hung Son Nguyen; Dominik Slezak; Andrzej Skowron; Jan G. Bazan (Intelligent Tools for Building a Scientific Information Platform, 2012)

Semantic Explorative Evaluation of Document Clustering Algorithms. - Hung Son Nguyen; Sinh Hoa Nguyen; Wojciech Swieboda (FedCSIS, 2013)

Tolerance Rough Set Model and Its Applications in Web Intelligence. - Hung Son Nguyen (Web Intelligence/IAT Workshops, 2013)

Metric Based Attribute Reduction in Incomplete Decision Tables. - Long Giang Nguyen; Hung Son Nguyen (RSFDGrC, 2013)

Weight Learning for Document Tolerance Rough Set Model. - Wojciech Swieboda; Michal Meina; Hung Son Nguyen (RSKT, 2013)

An Approach to Pattern Recognition Based on Hierarchical Granular Computing. - Sinh Hoa Nguyen; Tuan Trung Nguyen; Marcin S. Szczuka; Hung Son Nguyen (Fundam. Informaticae, 2013)

Lexicon-based Document Representation. - Gloria Virginia; Hung Son Nguyen (Fundam. Informaticae, 2013)

Preface. - Dominik Slezak; Hung Son Nguyen; Marcin S. Szczuka (Fundam. Informaticae, 2013)

Preface. - Jingtao Yao 001; Andrzej Skowron; Guoyin Wang 001; Hung Son Nguyen (Fundam. Informaticae, 2013)

Three Approaches to Data Analysis - Test Theory, Rough Sets and Logical Analysis of Data - Igor Chikalov; Vadim V. Lozin; Irina Lozina; Mikhail Moshkov; Hung Son Nguyen; Andrzej Skowron; Beata Zielosko (Springer, 2013)

Rough Sets: From Rudiments to Challenges. - Hung Son Nguyen; Andrzej Skowron (Rough Sets and Intelligent Systems (1), 2013)

Multi-label Classification of Biomedical Articles. - Karol Kurach; Krzysztof Pawlowski; Lukasz Romaszko; Marcin Tatjewski; Andrzej Janusz; Hung Son Nguyen (Intelligent Tools for Building a Scientific Information Platform, 2013)

Comparing Hierarchical Mathematical Document Clustering against the Mathematics Subject Classification Tree. - Tomasz Kusmierczyk; Michal Lukasik; Lukasz Bolikowski; Hung Son Nguyen (Intelligent Tools for Building a Scientific Information Platform, 2013)

Hierarchical, Multi-label Classification of Scholarly Publications: Modifications of ML-KNN Algorithm. - Michal Lukasik; Tomasz Kusmierczyk; Lukasz Bolikowski; Hung Son Nguyen (Intelligent Tools for Building a Scientific Information Platform, 2013)

An Approach to Semantic Indexing Based on Tolerance Rough Set Model. - Sinh Hoa Nguyen; Hung Son Nguyen (Advanced Computational Methods for Knowledge Engineering, 2013)

Granular Floor Plan Representation for Evacuation Modeling. - Wojciech Swieboda; Van Mai Nguyen Thi; Hung Son Nguyen (CS&P, 2014)

Key Risk Factors for Polish State Fire Service: a Data Mining Competition at Knowledge Pit. - Andrzej Janusz; Adam Krasuski; Sebastian Stawicki; Mariusz Rosiak; Dominik Slezak; Hung Son Nguyen (FedCSIS, 2014)

Adaptive Learning for Improving Semantic Tagging of Scientific Articles. - Andrzej Janusz; Sebastian Stawicki; Hung Son Nguyen (FedCSIS, 2014)

A Granular Evacuation Modeling Framework. - Wojciech Swieboda; Andrzej Krauze; Hung Son Nguyen (FedCSIS, 2014)

On semantic evaluation of text clustering algorithms. - Sinh Hoa Nguyen; Wojciech Swieboda; Hung Son Nguyen (GrC, 2014)

Semantic Evaluation of Text Clustering. - Sinh Hoa Nguyen; Wojciech Swieboda; Hung Son Nguyen (ICCSAMA, 2014)

Applications of Boolean Kernels in Rough Sets. - Sinh Hoa Nguyen; Hung Son Nguyen (RSEISP, 2014)

Preface. - Tianrui Li 001; Hongmei Chen 001; Jingtao Yao 001; Hung Son Nguyen (Fundam. Informaticae, 2014)

Preface. - Chi Mai Luong; Vincenzo Piuri; Hung Son Nguyen (Fundam. Informaticae, 2014)

Interactive Method for Semantic Document Indexing Based on Explicit Semantic Analysis. - Wojciech Swieboda; Adam Krasuski; Hung Son Nguyen; Andrzej Janusz (Fundam. Informaticae, 2014)

Bisimulation-Based Concept Learning in Description Logics. - Thanh-Luong Tran; Quang-Thuy Ha; Thi-Lan-Giao Hoang; Linh Anh Nguyen; Hung Son Nguyen (Fundam. Informaticae, 2014)

Weight Learning in TRSM-based Information Retrieval. - Wojciech Swieboda; Michal Meina; Hung Son Nguyen (Intelligent Tools for Building a Scientific Information Platform, 2014)

Reduct Calculation and Discretization of Numeric Attributes in Sparse Decision Systems. - Wojciech Swieboda; Hung Son Nguyen (CS&P, 2015)

Granular Floor Plan Representation for Evacuation Modeling. - Wojciech Swieboda; Maja Nguyen; Hung Son Nguyen (ICCSAMA, 2015)

Search Result Clustering Based on Query Context. - Michal Meina; Hung Son Nguyen (Fundam. Informaticae, 2015)

Searching for Reductive Attributes in Decision Tables. - Long Giang Nguyen; Hung Son Nguyen (Trans. Rough Sets, 2015)

A Semantic Text Retrieval for Indonesian Using Tolerance Rough Sets Models. - Gloria Virginia; Hung Son Nguyen (Trans. Rough Sets, 2015)

Modern Machine Learning: More with Less, Cheaper and Better. - Sander M. Bohté; Hung Son Nguyen (ERCIM News, 2016)

Mining Class Association Rules with Synthesis Constraints. - Loan T. T. Nguyen; Bay Vo; Hung Son Nguyen; Sinh Hoa Nguyen (ACIIDS (1), 2017)

A Dynamic Packed Approach for Analytic Data Warehouse in Ad-Hoc Queries. - Loan T. T. Nguyen; Hung Son Nguyen; Sinh Hoa Nguyen (ISAT (1), 2017)

Some observations on representation of dependency degree k. - Hung Son Nguyen; Ngoc Thuy Nguyen; Hoang Son Nguyen; Long Giang Nguyen (KSE, 2017)

Efficient method for updating class association rules in dynamic datasets with record deletion. - Loan T. T. Nguyen; Ngoc Thanh Nguyen 001; Bay Vo; Hung Son Nguyen (Appl. Intell., 2018)

Preface. - Ludwik Czaja; Wojciech Penczek; Holger Schlingloff; Hung Son Nguyen (Fundam. Informaticae, 2018)

On the possibility of correct concept learning in description logics. - Ali Rezaei Divroodi; Quang-Thuy Ha; Linh Anh Nguyen; Hung Son Nguyen (Vietnam. J. Comput. Sci., 2018)

Applications of Tolerance Rough Set Model Semantic Text Analysis. - Hung Son Nguyen (CS&P, 2019)

Learning Rough Set Based Classifiers Using Boolean Kernels. - Hung Son Nguyen; Sinh Hoa Nguyen (ICCSAMA, 2019)

Towards VNUMED for Healthcare Research Activities in Vietnam. - Chau Vo; Bao Ho; Hung Son Nguyen (ERCIM News, 2019)

Toward Recommender Systems Scalability and Efficacy. - Eyad Kannout; Marek Grzegorowski; Hung Son Nguyen (CS&P (Revised Selected Papers), 2021)

Efficient Machine Learning Methods over Pairwise Space (keynote). - Hung Son Nguyen (CS&P, 2021)

Rotation Invariance in Graph Convolutional Networks. - Nguyen Anh Mac; Hung Son Nguyen (FedCSIS, 2021)

Cellular Automata in Covid-19 prediction. - Piotr Podolski; Hung Son Nguyen (KES, 2021)

A Method for Closed Frequent Subgraph Mining in a Single Large Graph. - Lam B. Q. Nguyen; Loan T. T. Nguyen; Ivan Zelinka; Václav Snásel; Hung Son Nguyen; Bay Vo (IEEE Access, 2021)

A Broad-persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments. - Hung Son Nguyen; Francisco Cruz 002; Richard Dazeley (CoRR, 2021)

Speeding Up Recommender Systems Using Association Rules. - Eyad Kannout; Hung Son Nguyen; Marek Grzegorowski (ACIIDS (2), 2022)

Frequent Closed Subgraph Mining: A Multi-thread Approach. - Lam B. Q. Nguyen; Ngoc-Thao Le; Hung Son Nguyen; Tri Pham; Bay Vo (ACIIDS (1), 2022)

Data management in training AI chatbot with personality based on granular computing. - Piotr Podolski; Tomasz Ludziejewski; Hung Son Nguyen (IEEE Big Data, 2022)

Feature Selection and Ranking Method based on Intuitionistic Fuzzy Matrix and Rough Sets. - Bich Khue Vo; Hung Son Nguyen (FedCSIS, 2022)

An efficient and scalable approach for mining subgraphs in a single large graph. - Lam B. Q. Nguyen; Loan T. T. Nguyen; Bay Vo; Ivan Zelinka; Jerry Chun-Wei Lin; Unil Yun; Hung Son Nguyen (Appl. Intell., 2022)

Broad-persistent Advice for Interactive Reinforcement Learning Scenarios. - Francisco Cruz 002; Adam Bignold; Hung Son Nguyen; Richard Dazeley; Peter Vamplew 001 (CoRR, 2022)

Application of Interval Valued Fuzzy Sets in Attribute Ranking. - Bich Khue Vo; Hung Son Nguyen (IUKM (1), 2023)

Towards a Broad-Persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments. - Hung Son Nguyen; Francisco Cruz 002; Richard Dazeley (Sensors, 2023)

Multi-criteria Attribute Ranking Based on Rough Sets and Interval-Valued Fuzzy Sets. - Bich Khue Vo; Hung Son Nguyen (IJCRS (1), 2024)

Clustering-Based Frequent Pattern Mining Framework for Solving Cold-Start Problem in Recommender Systems. - Eyad Kannout; Marek Grzegorowski; Michal Grodzki; Hung Son Nguyen (IEEE Access, 2024)

An attribute ranking method based on rough sets and interval-valued fuzzy sets. - Bich Khue Vo; Hung Son Nguyen (Int. J. Approx. Reason., 2024)

Mining Association Rules from a Single Large Graph. - Bao Huynh; Lam B. Q. Nguyen; Duc H. M. Nguyen; Ngoc Thanh Nguyen 001; Hung Son Nguyen; Tuyn Pham; Tri Pham; Loan T. T. Nguyen; Trinh D. D. Nguyen; Bay Vo (Cybern. Syst., 2024)

All-Time WTA Leaders Ranking Using Incomplete Interval-Valued Fuzzy Preference Relations. - Bich Khue Vo; Hung Son Nguyen (IUKM (2), 2025)