Hung Son Nguyen

Orcid: 0000-0002-3236-5456

Affiliations:
  • University of Warsaw, Poland


According to our database1, Hung Son Nguyen authored at least 127 papers between 1995 and 2024.

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Bibliography

2024
Mining Association Rules from a Single Large Graph.
Cybern. Syst., April, 2024

Clustering-Based Frequent Pattern Mining Framework for Solving Cold-Start Problem in Recommender Systems.
IEEE Access, 2024

2023
Towards a Broad-Persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments.
Sensors, March, 2023

Application of Interval Valued Fuzzy Sets in Attribute Ranking.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2023

2022
Broad-persistent Advice for Interactive Reinforcement Learning Scenarios.
CoRR, 2022

An efficient and scalable approach for mining subgraphs in a single large graph.
Appl. Intell., 2022

Feature Selection and Ranking Method based on Intuitionistic Fuzzy Matrix and Rough Sets.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

Data management in training AI chatbot with personality based on granular computing.
Proceedings of the IEEE International Conference on Big Data, 2022

Frequent Closed Subgraph Mining: A Multi-thread Approach.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

Speeding Up Recommender Systems Using Association Rules.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021
A Broad-persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments.
CoRR, 2021

A Method for Closed Frequent Subgraph Mining in a Single Large Graph.
IEEE Access, 2021

Cellular Automata in Covid-19 prediction.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Rotation Invariance in Graph Convolutional Networks.
Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

Efficient Machine Learning Methods over Pairwise Space (keynote).
Proceedings of the 29th International Workshop on Concurrency, 2021

Toward Recommender Systems Scalability and Efficacy.
Proceedings of the Concurrency, Specification and Programming, 2021

2019
Towards VNUMED for Healthcare Research Activities in Vietnam.
ERCIM News, 2019

Learning Rough Set Based Classifiers Using Boolean Kernels.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2019

Applications of Tolerance Rough Set Model Semantic Text Analysis.
Proceedings of the 28th International Workshop on Concurrency, 2019

2018
On the possibility of correct concept learning in description logics.
Vietnam. J. Comput. Sci., 2018

Preface.
Fundam. Informaticae, 2018

Efficient method for updating class association rules in dynamic datasets with record deletion.
Appl. Intell., 2018

2017
Some observations on representation of dependency degree k.
Proceedings of the 9th International Conference on Knowledge and Systems Engineering, 2017

A Dynamic Packed Approach for Analytic Data Warehouse in Ad-Hoc Queries.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017

Mining Class Association Rules with Synthesis Constraints.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016
Modern Machine Learning: More with Less, Cheaper and Better.
ERCIM News, 2016

2015
A Semantic Text Retrieval for Indonesian Using Tolerance Rough Sets Models.
Trans. Rough Sets, 2015

Searching for Reductive Attributes in Decision Tables.
Trans. Rough Sets, 2015

Search Result Clustering Based on Query Context.
Fundam. Informaticae, 2015

Granular Floor Plan Representation for Evacuation Modeling.
Proceedings of the Advanced Computational Methods for Knowledge Engineering - Proceedings of 3rd International Conference on Computer Science, Applied Mathematics and Applications, 2015

Reduct Calculation and Discretization of Numeric Attributes in Sparse Decision Systems.
Proceedings of the 24th International Workshop on Concurrency, 2015

2014
Weight Learning in TRSM-based Information Retrieval.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform: From Research to Implementation, 2014

Bisimulation-Based Concept Learning in Description Logics.
Fundam. Informaticae, 2014

Interactive Method for Semantic Document Indexing Based on Explicit Semantic Analysis.
Fundam. Informaticae, 2014

Preface.
Fundam. Informaticae, 2014

Preface.
Fundam. Informaticae, 2014

Applications of Boolean Kernels in Rough Sets.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014

Semantic Evaluation of Text Clustering.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2014

On semantic evaluation of text clustering algorithms.
Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

A Granular Evacuation Modeling Framework.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Adaptive Learning for Improving Semantic Tagging of Scientific Articles.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Key Risk Factors for Polish State Fire Service: a Data Mining Competition at Knowledge Pit.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014

Granular Floor Plan Representation for Evacuation Modeling.
Proceedings of the 23th International Workshop on Concurrency, Specification and Programming, Chemnitz, Germany, September 29, 2014

2013
An Approach to Semantic Indexing Based on Tolerance Rough Set Model.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013

Hierarchical, Multi-label Classification of Scholarly Publications: Modifications of ML-KNN Algorithm.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2013

Comparing Hierarchical Mathematical Document Clustering against the Mathematics Subject Classification Tree.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2013

Multi-label Classification of Biomedical Articles.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2013

Rough Sets: From Rudiments to Challenges.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Three Approaches to Data Analysis - Test Theory, Rough Sets and Logical Analysis of Data
Intelligent Systems Reference Library 41, Springer, ISBN: 978-3-642-28666-7, 2013

Preface.
Fundam. Informaticae, 2013

Preface.
Fundam. Informaticae, 2013

Lexicon-based Document Representation.
Fundam. Informaticae, 2013

An Approach to Pattern Recognition Based on Hierarchical Granular Computing.
Fundam. Informaticae, 2013

Weight Learning for Document Tolerance Rough Set Model.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Metric Based Attribute Reduction in Incomplete Decision Tables.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

Tolerance Rough Set Model and Its Applications in Web Intelligence.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

Semantic Explorative Evaluation of Document Clustering Algorithms.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

2012
Semantic Search and Analytics over Large Repository of Scientific Articles.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012

On Designing the SONCA System.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012

Unsupervised Similarity Learning from Textual Data.
Fundam. Informaticae, 2012

(No)SQL Platform for Scalable Semantic Processing of Fast Growing Document Repositories.
ERCIM News, 2012

Enhancing search result clustering with semantic indexing.
Proceedings of the Symposium on Information and Communication Technology 2012, 2012

A bisimulation-based method of concept learning for knowledge bases in description logics.
Proceedings of the Symposium on Information and Communication Technology 2012, 2012

Interactive Document Indexing Method Based on Explicit Semantic Analysis.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

Rough Set Methods for Large and Spare Data in EAV Format.
Proceedings of the 2012 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), Ho Chi Minh City, Vietnam, February 27, 2012

Concept Learning for Description Logic-Based Information Systems.
Proceedings of the Fourth International Conference on Knowledge and Systems Engineering, 2012

An Algorithm for Tolerance Value Generator in Tolerance Rough Sets Model.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

A Rough Set Approach to Knowledge Discovery by Relation Approximation.
Proceedings of the Advances on Computational Intelligence, 2012

On C-Learnability in Description Logics.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

On elimination of redundant attributes from decision table.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Rough Set Methods and Submodular Functions.
Proceedings of the 21th International Workshop on Concurrency, 2012

An Ensemble Approach to Multi-label Classification of Textual Data.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011
Rough sets and fuzzy sets in natural computing.
Theor. Comput. Sci., 2011

Preface.
Fundam. Informaticae, 2011

Semantic Analytics of PubMed Content.
Proceedings of the Information Quality in e-Health, 2011

Investigating the Effectiveness of Thesaurus Generated Using Tolerance Rough Set Model.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Sequential Pattern Mining from Stream Data.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Scalable Methods in Rough Sets.
Proceedings of the Integrated Uncertainty Management and Applications [revised papers from the International Symposium on Integrated Uncertainty Management and Applications, 2010

On Scalability of Rough Set Methods.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

IEEE ICDM 2010 Contest: TomTom Traffic Prediction for Intelligent GPS Navigation.
Proceedings of the ICDMW 2010, 2010

Automatic Ontology Constructor for Indonesian Language.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

2008
Rough Set Approach to KDD (Extended Abstract).
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

2007
Hierarchical Rough Classifiers.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

2006
Approximate Boolean Reasoning: Foundations and Applications in Data Mining.
Trans. Rough Sets, 2006

Reliability studies of barrier layers for Cu/PAE low-k interconnects.
Microelectron. Reliab., 2006

Learning Sunspot Classification.
Fundam. Informaticae, 2006

Knowledge Discovery by Relation Approximation: A Rough Set Approach.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Ontology Driven Concept Approximation.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

2005
Fast split selection method and its application in decision tree construction from large databases.
Int. J. Hybrid Intell. Syst., 2005

A Method of Web Search Result Clustering Based on Rough Sets.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Rough Set Approach to Sunspot Classification Problem.
Proceedings of the Rough Sets, 2005

Approximate Boolean Reasoning Approach to Rough Sets and Data Mining.
Proceedings of the Rough Sets, 2005

Improving Rough Classifiers Using Concept Ontology.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

An Approach to Mining Data with Continuous Decision Values.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

2004
On Exploring Soft Discretization of Continuous Attributes.
Proceedings of the Rough-Neural Computing: Techniques for Computing with Words., 2004

Layered Learning for Concept Synthesis.
Trans. Rough Sets, 2004

A View on Rough Set Concept Approximations.
Fundam. Informaticae, 2004

Rough Set Methods in Approximation of Hierarchical Concepts.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

A Tolerance Rough Set Approach to Clustering Web Search Results.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Learning Concept Approximation from Uncertain Decision Tables.
Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004

On Learning of Sunspot Classification.
Proceedings of the Intelligent Information Processing and Web Mining, 2004

2003
On the Decision Table with Maximal Number of Reducts.
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

Rough Set Approach to Pattern Extraction from Classifiers.
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

A View on Rough Set Concept Approximations.
Proceedings of the Rough Sets, 2003

Approximated Measures in Construction of Decision Trees from Large Databases.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

2002
Scalable Classification Method Based on Rough Sets.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

A Soft Decision Tree.
Proceedings of the Intelligent Information Systems 2002, 2002

2001
On Efficient Handling of Continuous Attributes in Large Data Bases.
Fundam. Informaticae, 2001

Granular Computing: A Rough Set Approach.
Comput. Intell., 2001

Analysis of Image Sequences for the Unmanned Aerial Vehicle.
Proceedings of the New Frontiers in Artificial Intelligence, 2001

2000
Situation Identification by Unmanned Aerial Vehicle.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

On Efficient Construction of Decision Trees from Large Databases.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

1999
Rough Sets and Association Rule Generation.
Fundam. Informaticae, 1999

Approximate Reducts and Association Rules - Correspondence and Complexity Results.
Proceedings of the New Directions in Rough Sets, 1999

Boolean Reasoning Scheme with Some Applications in Data Mining.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Text Classification Using Lattice Machine.
Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

Decomposition of Task Specification Problems.
Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

Efficient SQL-Querying Method for Data Mining in Large Data Bases.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999

1998
Pattern Extraction from Data.
Fundam. Informaticae, 1998

From Optimal Hyperplanes to Optimal Decision Trees.
Fundam. Informaticae, 1998

Discretization Problem for Rough Sets Methods.
Proceedings of the Rough Sets and Current Trends in Computing, 1998

1997
Neural Networks Design: Rough Set Approach to Continuous Data.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1997

Boolean Reasoning for Feature Extraction Problems.
Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

1996
Searching for Features Defined by Hyperplanes.
Proceedings of the Foundations of Intelligent Systems, 9th International Symposium, 1996

1995
Application of Modal Logics and Rough Sets for Classifying Objects.
Proceedings of the Second World Conference on the Fundamentals of Artificial Intelligence, 1995


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