Hsin-Chang Yang

Orcid: 0000-0001-5851-2760

According to our database1, Hsin-Chang Yang authored at least 81 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Stylometry-based Fake News Classification Using Text Mining Techniques.
Proceedings of the 2024 11th Multidisciplinary International Social Networks Conference, 2024

2023
A Privacy-Preserving Learning Method for Analyzing HEV Driver's Driving Behaviors.
IEEE Access, 2023

2021
Measuring semantic distances using linked open data and its application on music recommender systems.
Data Technol. Appl., 2021

2020
Mining Personality Traits from Social Text Messages.
Proceedings of the MISNC 2020 & IEMT 2020: The 7th Multidisciplinary in International Social Networks Conference and The 3rd International Conference on Economics, 2020

2019
Mining personality traits from social messages for game recommender systems.
Knowl. Based Syst., 2019

2018
Sentiment Discovery of Social Messages Using Self-Organizing Maps.
Cogn. Comput., 2018

Evaluating Semantic Interoperability of Government Open Data Portals.
Proceedings of the Workshop and Poster Proceedings of the 8th Joint International Semantic Technology Conference co-located with the 8th Joint International Semantic Technology Conference (JIST 2018), 2018

2017
Special issue on intelligent analytics and management of mobile data and social media.
Soft Comput., 2017

Text Mining on Player Personality for Game Recommendation.
Proceedings of the 4th Multidisciplinary International Social Networks Conference, 2017

Exploring cross-event relations on Twitter datasets via topic recommendation and word embedding.
Proceedings of the IEEE 8th International Conference on Awareness Science and Technology, 2017

2016
Toward Construction of Open Election Data Model: A Case Study of Taiwan's Election Data.
Proceedings of the The 3rd Multidisciplinary International Social Networks Conference on SocialInformatics 2016, 2016

2015
Incorporating self-organizing map with text mining techniques for text hierarchy generation.
Appl. Soft Comput., 2015

Toward Automatic Assessment of the Categorization Structure of Open Data Portals.
Proceedings of the Multidisciplinary Social Networks Research, 2015

Incorporating Big Data and Social Sensors in a Novel Early Warning System of Dengue Outbreaks.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Semantic Recommendation Using Linked Open Data.
Proceedings of the ASE BigData & SocialInformatics 2015, 2015

A Hybrid Big Data Analytics Method for Yield Improvement in Semiconductor Manufacturing.
Proceedings of the ASE BigData & SocialInformatics 2015, 2015

2014
Detecting tag spams for social bookmarking Websites using a text mining approach.
Int. J. Inf. Technol. Decis. Mak., 2014

Data Quality Assessment on Taiwan's Open Data Sites.
Proceedings of the Multidisciplinary Social Networks Research - International Conference, 2014

Discovering Sentiment of Social Messages by Mining Message Correlations.
Proceedings of the Intelligent Data analysis and its Applications, Volume I, 2014

2013
Learning to Create an Extensible Event Ontology Model from Social-Media Streams.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Incorporating user constraints into topic-oriented self-organizing maps.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2013

Exploiting online social data in ontology learning for event tracking and emergency response.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Learning to Explore Spatio-temporal Impacts for Event Evaluation on Social Media.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

A Novel Self-Organizing Map for Text Document Organization.
Proceedings of the 2012 Third International Conference on Innovations in Bio-Inspired Computing and Applications, 2012

2011
Multilingual document mining and navigation using self-organizing maps.
Inf. Process. Manag., 2011

An image annotation approach using location references to enhance geographic knowledge discovery.
Expert Syst. Appl., 2011

An automatic topic ranking approach for event detection on microblogging messages.
Proceedings of the IEEE International Conference on Systems, 2011

Mining tag semantics for social tag recommendation.
Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

Post-Level Spam Detection for Social Bookmarking Web Sites.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

A Novel Approach for Event Detection by Mining Spatio-temporal Information on Microblogs.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

2010
Special issue on the future and frontier of applied intelligence.
Appl. Intell., 2010

A Location Based Text Mining Method Using ANN for Geospatial KDD Process.
Proceedings of the Advances in Neural Networks, 2010

An Image Annotation Approach based on Bag-of-keypoints for Geospatial Location Search.
Proceedings of the ISCA 25th International Conference on Computers and Their Applications, 2010

DBHTE: A Novel Algorithm for Extracting Real-time Microblogging Topics.
Proceedings of the ISCA 23rd International Conference on Computer Applications in Industry and Engineering, 2010

Automatic Detection of Social Tag Spams Using a Text Mining Approach.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010

2009
Topic Maps Generation by Text Mining.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

A method for multilingual text mining and retrieval using growing hierarchical self-organizing maps.
J. Inf. Sci., 2009

Automatic generation of semantically enriched web pages by a text mining approach.
Expert Syst. Appl., 2009

Construction of supervised and unsupervised learning systems for multilingual text categorization.
Expert Syst. Appl., 2009

Development of a multilingual text mining approach for knowledge discovery in patents.
Proceedings of the IEEE International Conference on Systems, 2009

Automatic Construction of Multilingual Web Directory Using Self-Organizing Maps.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

A Multilingual Patent Text-Mining Approach for Computing Relatedness Evaluation of Patent Documents.
Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2009), 2009

Multilingual Hierarchy Generation and Alignment Using Self-Organizing Maps.
Proceedings of the 2009 International Conference on Education Technology and Computer, 2009

A Two-Stage Hybrid Approach for Feature Selection in Microarray Analysis.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

2008
Image semantics discovery from web pages for semantic-based image retrieval using self-organizing maps.
Expert Syst. Appl., 2008

Multilingual Information Retrieval Using GHSOM.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008

A Novel Platform of Text Relatedness Evaluation for Plagiarism Detection.
Proceedings of the ISCA 23rd International Conference on Computers and Their Applications, 2008

2007
Implementation of Unsupervised and Supervised Learning Systems for Multilingual Text Categorization.
Proceedings of the Fourth International Conference on Information Technology: New Generations (ITNG 2007), 2007

A Unified Multilingual and Multimedia Data Mining Approach for Cancer Knowledge Discovery.
Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007), 2007

Development of Unsupervised and Supervised Learning Systems for Multilingual Text Categorization.
Proceedings of the 22nd International Conference on Computers and Their Applications, 2007

2006
A method for automatic construction of learning contents in semantic web by a text mining approach.
Int. J. Knowl. Learn., 2006

NaviSOM: Automatic Construction of Navigational Structure for Web Pages using Self-organizing Maps.
Proceedings of the International Joint Conference on Neural Networks, 2006

Mining UnstructuredWeb Pages to EnhanceWeb Information Retrieval.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

A Novel Multilingual Text Categorization System using Latent Semantic Indexing.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

A Comparative Study on Supervised and Unsupervised Learning Approaches for Multilingual Text Categorization.
Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006

Development of a Multi-Classifier Approach for Multilingual Text Categorization.
Proceedings of the 2006 International Conference on Data Mining, 2006

A New Measure of Text Relatedness Using a Novel Classifier-based Vector Approach.
Proceedings of the 21st International Conference on Computers and Their Applications, 2006

2005
Automatic Category Theme Identification and Hierarchy Generation for Chinese Text Categorization.
J. Intell. Inf. Syst., 2005

A text mining approach for automatic construction of hypertexts.
Expert Syst. Appl., 2005

Automatic Metadata Generation forWeb Pages Using a Text Mining Approach.
Proceedings of the 2005 International Workshop on Challenges in Web Information Retrieval and Integration (WIRI 2005), 2005

A Classifier-based Text Mining Approach for Evaluating Semantic Relatedness Using Support Vector Machines.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

A General Framework for Automatically Creating Games for Learning.
Proceedings of the 5th IEEE International Conference on Advanced Learning Technologies, 2005

Bridging the WWW to the Semantic Web by Automatic Semantic Tagging of Web Pages.
Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005

2004
A text mining approach on automatic generation of web directories and hierarchies.
Expert Syst. Appl., 2004

2003
A Multilingual Text Mining Approach Based on Self-Organizing Maps.
Appl. Intell., 2003

Discovering Image Semantics from Web Pages Using a Text Mining Approach.
Proceedings of the Advances in Web-Age Information Management, 2003

Mining Environmental Texts of Images in Web Pages for Image Retrieval.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Building Topic Maps Using a Text Mining Approach.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Semantics-based image retrieval by text mining on environmental texts.
Proceedings of the Document Recognition and Retrieval X, 2003

2002
Image retrieval by spatial topology distances with high-order shape features.
Proceedings of the Document Recognition and Retrieval IX, 2002

2001
Text mining of bilingual parallel corpora with a measure of semantic similarity.
Proceedings of the IEEE International Conference on Systems, 2001

Automatic Hypertext Construction through a Text Mining Approach by Self-Organizing Maps.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Shaped-based image retrieval by spatial topology distances.
Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval, Ottawa, ON, Canada, September 30, 2001

Developing an Adaptive Search Engine for E-Commerce Using a Web Mining Approach.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

2000
Towards Multilingual Information Discovery through a SOM based Text Mining approach.
Proceedings of the International Workshop on Text and Web Mining, 2000

Automatic Category Structure Generation and Categorization of Chinese Text Documents.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Automatic Category Generation for Text Documents by Self-Organizing Maps.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Handprinted character recognition based on complex stroke structures.
Proceedings of the Document Recognition and Retrieval VII, 2000

1999
Selective Feature-to-Feature Adhesion for Recognition of Cursive Handprinted Characters.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

A Web Text Mining Approach Based on Self-Organizing Map.
Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), 1999

1996
Handprinted Character Recognition Based on Spatial Topology Distance Measurement.
IEEE Trans. Pattern Anal. Mach. Intell., 1996


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