Yang, Jack Dr

Member Of

• IEEE Member 2018 -

Selected Publications

• Journal Article

  Year	Title
  2021	A Graph Convolutional Network-Based Sensitive Information Detection Algorithm Published In Complexity
  2021	AEMF: An Attention-Based Efficient and Multifeature Fast Text Detector Published In Complexity
  2021	One-size does not fit all: Towards an adaptive model to develop preservice teachers¿ digital competencies Published In Computers in Human Behavior
  2021	What to teach? Strategies for developing digital competency in preservice teacher training Published In Computers and Education
  2020	Cancer Risk Analysis Based on Improved Probabilistic Neural Network Published In Frontiers in Computational Neuroscience
  2020	Korean webtoons and collective innovation: expanding Europe's creative industries through competitive localization Published In Innovation: The European Journal of Social Science Research
  2020	Necessary and Sufficient Conditions for Expressing Quadratic Rational Bézier Curves Published In Frontiers in Physics
  2020	Optimal path selection for logistics transportation based on an improved ant colony algorithm Published In International Journal of Embedded Systems
  2020	Risk Factors Discovery for Cancer Survivability Analysis Using Graph-Rule Mining Published In Mathematical Problems in Engineering
  2020	Sparse least squares support vector machine with adaptive kernel parameters Published In International Journal of Computational Intelligence Systems
  2020	Usage profiling from mobile applications: A case study of online activity for Australian primary schools Published In Knowledge-Based Systems
  2019	A new robotic tactile sensor with bio-mimetic structural colour inspired by Morpho butterflies Published In Bioinspiration and Biomimetics
  2019	An alternating least square based algorithm for predicting patient survivability Published In Communications in Computer and Information Science
  2019	Characteristics of Chinese Online Movie Reviews and Opinion Leadership Identification Published In International Journal of Human-Computer Interaction
  2019	Compressive sensing-enhanced feature selection and its application in travel mode choice prediction Published In Applied Soft Computing
  2019	Feed-forward neural network training using sparse representation Published In Expert Systems with Applications
  2019	Global transcreators and the extension of the Korean webtoon IP-engine Published In Media Culture and Society
  2019	Privacy and app use in Australian primary schools: insights into school-based Internet governance Published In Media International Australia Incorporating Culture and Policy: quarterly journal of media research and resources
  2019	Working the system: Development of a system model of technology integration to inform learning task design Published In British Journal of Educational Technology
  2018	App clusters: Exploring patterns of multiple app use in primary learning contexts Published In Computers and Education
  2018	Breast cancer data analysis for survivability studies and prediction Published In Computer Methods and Programs in Biomedicine
  2018	Comparison study on development path for small and medium-sized enterprises E-commerce using complex fuzzy sets Published In International Journal of Computational Intelligence Systems
  2018	Development and evaluation of an MRE-based absorber with two individually controllable natural frequencies Published In Smart Materials and Structures
  2017	Data mining in educational technology classroom research: Can it make a contribution? Published In Computers and Education
  2017	Development of an MR seat suspension with self-powered generation capability Published In Smart Materials and Structures
  2017	Examining the Effects of Transport Policy on Modal Shift from Private Car to Public Bus Published In Procedia Engineering
  2017	Supply chain downstream strategic cost evaluation using L-COPRAS method in cross-border E-commerce Published In International Journal of Computational Intelligence Systems
  2016	A hybrid gene expression programming algorithm based on orthogonal design Published In International Journal of Computational Intelligence Systems
  2016	A structure optimization framework for feed-forward neural networks using sparse representation Published In Knowledge-Based Systems
  2016	Mining Chinese social media UGC: a big‑data framework for analyzing Douban movie reviews Published In Journal of Big Data
  2016	Student rules: exploring patterns of students' computer-efficacy and engagement with digital technologies in learning Published In Computers and Education
  2016	The Douban online social media barometer and the Chinese reception of Korean popular culture flows Published In Participations: journal of audience and reception studies
  2016	The impact of electronic health records on risk management of information systems in Australian residential aged care homes Published In Journal of Medical Systems

• Chapter

  Year	Title
  2019	Chinese Transcreators, Webtoons and the Korean Digital Wave Published In Digital Transactions in Asia: Economic, Informational, and Social Exchanges Publisher London
  2019	The paradox of opinion leadership and recommendation culture in Chinese online movie reviews Published In Big data recommender systems: Recent trends and advances Publisher London
  2016	A structure optimization algorithm of neural networks for pattern learning from educational data Published In Artificial Neural Network Modelling Publisher Switzerland
  2015	Marketing bait (2012) using SMART data to identify e-guanxi among china’s ‘Internet Aborigines’ Published In Film Marketing into the Twenty-First Century Publisher London United Kingdom
  2014	Compressive sensing for multipolarization through-the-wall radar imaging Published In Compressive Sensing for Urban Radar
  2009	A new approach to sparse image representation using MMV and K-SVD Published In Advanced concepts for intelligent vision systems : ACIVS 2009 Publisher Berlin, Germany

• Conference Paper

  Year	Title
  2021	Fuzzy contrastive learning for online behavior analysis
  2021	Progressive Semantic Reasoning for Image Inpainting
  2020	Multi-view learning for context-aware extractive summarization Published In 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020
  2019	A clustering algorithm based on fuzzy sets and its application in learning analytics Published In IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
  2019	Seeing the wood for the trees: Insights into the complexity of developing pre-service teachers’ digital competencies for future teaching Published In ASCILITE 2019 - Conference Proceedings - 36th International Conference of Innovation, Practice and Research in the Use of Educational Technologies in Tertiary Education: Personalised Learning. Diverse Goals. One Heart.
  2019	Using Data Mining and Machine Learning Approaches to Observe Technology-Enhanced Learning Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
  2018	Compressive sensing based feature selection: A case study for commuter behaviour modelling
  2018	Online opinion leadership in China's digital army: Proposals for an empirical study of Douban Published In ACM International Conference Proceeding Series
  2018	Using fuzzy representation in educational data mining and learning analytics Published In DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT
  2017	A big data analytic framework for investigating streaming educational data Published In Australasian Computer Science Week 2017
  2017	Capturing and visualizing: Classroom analytics for physical and digital collaborative learning processes Published In Computer-Supported Collaborative Learning Conference, CSCL
  2017	Investigating live streaming data for student behaviour modelling Published In 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
  2017	Using complex fuzzy sets for strategic cost evaluation in supply chain downstream Published In 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
  2016	A conceptual model for clustering local government areas using complex fuzzy sets Published In 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016
  2016	Big Data, Big Theory: Moving beyond new empiricism to generate powerful explanations Published In 3rd ISA Forum of Sociology: Book of Abstracts
  2016	Exploring technology integration in education using fuzzy representation and feature selection Published In 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016
  2016	Mining video data: Tracking learners for orchestration and design Published In ASCILITE 2016 - Conference Proceedings - 33rd International Conference of Innovation, Practice and Research in the Use of Educational Technologies in Tertiary Education: Show Me the Learning
  2016	Social media analysis on evaluating organizational performance: a railway service management Published In 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing (DataCom 2016)
  2015	A big-data processing framework for uncertainties in transportation data Published In IEEE International Conference on Fuzzy Systems (FuzzIEEEE 2015)
  2015	Mining a system: The use of data mining and system dynamics to explore technology integration Published In EARLI 2015 Book of Abstracts
  2014	A sparsity-based training algorithm for least squares SVM Published In IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014)
  2014	A structure optimization algorithm of neural networks for large-scale data sets Published In 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
  2011	Multiple-measurement vector model and its application to through-the-wall radar imaging Published In Proceedings of 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
  2010	A particle swarm optimization algorithm based on orthogonal design Published In IEEE World Congress on Computational Intelligence
  2010	A training algorithm for sparse LS-SVM using compressive sampling Published In IEEE International Conference on Acoustics, Speech, and Signal Processing
  2010	Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task Published In IEEE World Congress on Computational Intelligence
  2010	Multi-view through-the-wall radar imaging using compressed sensing Published In 18th European Signal Processing Conference, EUSIPCO 2010
  2009	A neural network pruning approach based on compressive sampling Published In International Joint Conference on Neural Networks 2009
  2009	Dynamic supplying desired web service for e-business Published In Second International Symposium on Electronic Commerce and Security, 2009. ISECS '09

Investigator On

Year	Title
2020	Automatic and Modularised toolbox for Knowledge Discovery Awarded by: Defence Innovation Network (DIN) Funding Scheme: Artificial Intelligence for Decision Making Initiative
2020	Efficient Multi-key Homomorphic Encryption and Its Applications Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Projects
	Building on rural knowledges to unlock the potential of rural students Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Mobile Webtoons: Creative Innovation in a New Digital Economy Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects

Other Research Activities

• Global Challenges Program - Keystone Funding, People with dementia can be Included & Enabled through social Connections, Environments & Services (PIECES) Chief Investigator 2019 - 2020
• Educational Strategies Development Fund (ESDF) Grants, 2018, University of Wollongong Chief Investigator 2018 - 2019
•  

Impact Story

Teaching Activities

• CSIT321: Annual Project Subject Coordinator 2019 -
• ISIT332 Business Process Management Lecturer 2020
• ISIT219 - Knowledge and Information Engineering Lecturer 2019 - 2020
• CSCI851/CSCI251 - Advanced Programming Lecturer 2019
• ISIT306 - Strategic eBusiness Solutions Lecturer 2019

Advisees

• Graduate Advising Relationship

  Degree	Research Title	Advisee
  Doctor of Philosophy (Integrated)	SCIT: School of Computing and Information Technology
  Doctor of Philosophy (Integrated)	Prediction on Cancer: An approach on data analysis	Hu, Minot
  Master of Philosophy - ASSH	Personalized and Inclusive Learning in Digitalized Education Governance: An Action Research to Navigate the Effectiveness of Adaptive Content Feeding model for Secondary Students	Li, Hao
  Master of Philosophy - EIS	The significance of Data mining in the Australian Health Sector	Iriferi, Williams Iriferi
  Doctor of Philosophy	Evolutionary Cost-sensitive Learning for Deep Learning	Telikani, Akbar

Keywords

• BIG DATA; MACHINE LEARNING; NATURAL LANGUAGE PROCESSING; DATA MINING;

Orcid Id

• http://orcid.org/0000-0003-1317-8142 (pending confirmation)

Research Areas

• 0801 - ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING
• 080105 - EXPERT SYSTEMS
• 080107 - NATURAL LANGUAGE PROCESSING
• 080108 - NEURAL, EVOLUTIONARY AND FUZZY COMPUTATION
• 080109 - PATTERN RECOGNITION AND DATA MINING

Member Of

• IEEE Member 2018 -

Selected Publications

• Journal Article

  Year	Title
  2021	A Graph Convolutional Network-Based Sensitive Information Detection Algorithm Published In Complexity
  2021	AEMF: An Attention-Based Efficient and Multifeature Fast Text Detector Published In Complexity
  2021	One-size does not fit all: Towards an adaptive model to develop preservice teachers¿ digital competencies Published In Computers in Human Behavior
  2021	What to teach? Strategies for developing digital competency in preservice teacher training Published In Computers and Education
  2020	Cancer Risk Analysis Based on Improved Probabilistic Neural Network Published In Frontiers in Computational Neuroscience
  2020	Korean webtoons and collective innovation: expanding Europe's creative industries through competitive localization Published In Innovation: The European Journal of Social Science Research
  2020	Necessary and Sufficient Conditions for Expressing Quadratic Rational Bézier Curves Published In Frontiers in Physics
  2020	Optimal path selection for logistics transportation based on an improved ant colony algorithm Published In International Journal of Embedded Systems
  2020	Risk Factors Discovery for Cancer Survivability Analysis Using Graph-Rule Mining Published In Mathematical Problems in Engineering
  2020	Sparse least squares support vector machine with adaptive kernel parameters Published In International Journal of Computational Intelligence Systems
  2020	Usage profiling from mobile applications: A case study of online activity for Australian primary schools Published In Knowledge-Based Systems
  2019	A new robotic tactile sensor with bio-mimetic structural colour inspired by Morpho butterflies Published In Bioinspiration and Biomimetics
  2019	An alternating least square based algorithm for predicting patient survivability Published In Communications in Computer and Information Science
  2019	Characteristics of Chinese Online Movie Reviews and Opinion Leadership Identification Published In International Journal of Human-Computer Interaction
  2019	Compressive sensing-enhanced feature selection and its application in travel mode choice prediction Published In Applied Soft Computing
  2019	Feed-forward neural network training using sparse representation Published In Expert Systems with Applications
  2019	Global transcreators and the extension of the Korean webtoon IP-engine Published In Media Culture and Society
  2019	Privacy and app use in Australian primary schools: insights into school-based Internet governance Published In Media International Australia Incorporating Culture and Policy: quarterly journal of media research and resources
  2019	Working the system: Development of a system model of technology integration to inform learning task design Published In British Journal of Educational Technology
  2018	App clusters: Exploring patterns of multiple app use in primary learning contexts Published In Computers and Education
  2018	Breast cancer data analysis for survivability studies and prediction Published In Computer Methods and Programs in Biomedicine
  2018	Comparison study on development path for small and medium-sized enterprises E-commerce using complex fuzzy sets Published In International Journal of Computational Intelligence Systems
  2018	Development and evaluation of an MRE-based absorber with two individually controllable natural frequencies Published In Smart Materials and Structures
  2017	Data mining in educational technology classroom research: Can it make a contribution? Published In Computers and Education
  2017	Development of an MR seat suspension with self-powered generation capability Published In Smart Materials and Structures
  2017	Examining the Effects of Transport Policy on Modal Shift from Private Car to Public Bus Published In Procedia Engineering
  2017	Supply chain downstream strategic cost evaluation using L-COPRAS method in cross-border E-commerce Published In International Journal of Computational Intelligence Systems
  2016	A hybrid gene expression programming algorithm based on orthogonal design Published In International Journal of Computational Intelligence Systems
  2016	A structure optimization framework for feed-forward neural networks using sparse representation Published In Knowledge-Based Systems
  2016	Mining Chinese social media UGC: a big‑data framework for analyzing Douban movie reviews Published In Journal of Big Data
  2016	Student rules: exploring patterns of students' computer-efficacy and engagement with digital technologies in learning Published In Computers and Education
  2016	The Douban online social media barometer and the Chinese reception of Korean popular culture flows Published In Participations: journal of audience and reception studies
  2016	The impact of electronic health records on risk management of information systems in Australian residential aged care homes Published In Journal of Medical Systems

• Chapter

  Year	Title
  2019	Chinese Transcreators, Webtoons and the Korean Digital Wave Published In Digital Transactions in Asia: Economic, Informational, and Social Exchanges Publisher London
  2019	The paradox of opinion leadership and recommendation culture in Chinese online movie reviews Published In Big data recommender systems: Recent trends and advances Publisher London
  2016	A structure optimization algorithm of neural networks for pattern learning from educational data Published In Artificial Neural Network Modelling Publisher Switzerland
  2015	Marketing bait (2012) using SMART data to identify e-guanxi among china’s ‘Internet Aborigines’ Published In Film Marketing into the Twenty-First Century Publisher London United Kingdom
  2014	Compressive sensing for multipolarization through-the-wall radar imaging Published In Compressive Sensing for Urban Radar
  2009	A new approach to sparse image representation using MMV and K-SVD Published In Advanced concepts for intelligent vision systems : ACIVS 2009 Publisher Berlin, Germany

• Conference Paper

  Year	Title
  2021	Fuzzy contrastive learning for online behavior analysis
  2021	Progressive Semantic Reasoning for Image Inpainting
  2020	Multi-view learning for context-aware extractive summarization Published In 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020
  2019	A clustering algorithm based on fuzzy sets and its application in learning analytics Published In IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
  2019	Seeing the wood for the trees: Insights into the complexity of developing pre-service teachers’ digital competencies for future teaching Published In ASCILITE 2019 - Conference Proceedings - 36th International Conference of Innovation, Practice and Research in the Use of Educational Technologies in Tertiary Education: Personalised Learning. Diverse Goals. One Heart.
  2019	Using Data Mining and Machine Learning Approaches to Observe Technology-Enhanced Learning Published In Proceedings of 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering, TALE 2018
  2018	Compressive sensing based feature selection: A case study for commuter behaviour modelling
  2018	Online opinion leadership in China's digital army: Proposals for an empirical study of Douban Published In ACM International Conference Proceeding Series
  2018	Using fuzzy representation in educational data mining and learning analytics Published In DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT
  2017	A big data analytic framework for investigating streaming educational data Published In Australasian Computer Science Week 2017
  2017	Capturing and visualizing: Classroom analytics for physical and digital collaborative learning processes Published In Computer-Supported Collaborative Learning Conference, CSCL
  2017	Investigating live streaming data for student behaviour modelling Published In 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
  2017	Using complex fuzzy sets for strategic cost evaluation in supply chain downstream Published In 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
  2016	A conceptual model for clustering local government areas using complex fuzzy sets Published In 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016
  2016	Big Data, Big Theory: Moving beyond new empiricism to generate powerful explanations Published In 3rd ISA Forum of Sociology: Book of Abstracts
  2016	Exploring technology integration in education using fuzzy representation and feature selection Published In 2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016
  2016	Mining video data: Tracking learners for orchestration and design Published In ASCILITE 2016 - Conference Proceedings - 33rd International Conference of Innovation, Practice and Research in the Use of Educational Technologies in Tertiary Education: Show Me the Learning
  2016	Social media analysis on evaluating organizational performance: a railway service management Published In 2016 IEEE 2nd International Conference on Big Data Intelligence and Computing (DataCom 2016)
  2015	A big-data processing framework for uncertainties in transportation data Published In IEEE International Conference on Fuzzy Systems (FuzzIEEEE 2015)
  2015	Mining a system: The use of data mining and system dynamics to explore technology integration Published In EARLI 2015 Book of Abstracts
  2014	A sparsity-based training algorithm for least squares SVM Published In IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014)
  2014	A structure optimization algorithm of neural networks for large-scale data sets Published In 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
  2011	Multiple-measurement vector model and its application to through-the-wall radar imaging Published In Proceedings of 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
  2010	A particle swarm optimization algorithm based on orthogonal design Published In IEEE World Congress on Computational Intelligence
  2010	A training algorithm for sparse LS-SVM using compressive sampling Published In IEEE International Conference on Acoustics, Speech, and Signal Processing
  2010	Dimensionality reduction using compressed sensing and its application to a large-scale visual recognition task Published In IEEE World Congress on Computational Intelligence
  2010	Multi-view through-the-wall radar imaging using compressed sensing Published In 18th European Signal Processing Conference, EUSIPCO 2010
  2009	A neural network pruning approach based on compressive sampling Published In International Joint Conference on Neural Networks 2009
  2009	Dynamic supplying desired web service for e-business Published In Second International Symposium on Electronic Commerce and Security, 2009. ISECS '09

Investigator On

Year	Title
2020	Automatic and Modularised toolbox for Knowledge Discovery Awarded by: Defence Innovation Network (DIN) Funding Scheme: Artificial Intelligence for Decision Making Initiative
2020	Efficient Multi-key Homomorphic Encryption and Its Applications Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Projects
	Building on rural knowledges to unlock the potential of rural students Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Mobile Webtoons: Creative Innovation in a New Digital Economy Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects

Other Research Activities

• Global Challenges Program - Keystone Funding, People with dementia can be Included & Enabled through social Connections, Environments & Services (PIECES) Chief Investigator 2019 - 2020
• Educational Strategies Development Fund (ESDF) Grants, 2018, University of Wollongong Chief Investigator 2018 - 2019
•  

Impact Story

Teaching Activities

• CSIT321: Annual Project Subject Coordinator 2019 -
• ISIT332 Business Process Management Lecturer 2020
• ISIT219 - Knowledge and Information Engineering Lecturer 2019 - 2020
• CSCI851/CSCI251 - Advanced Programming Lecturer 2019
• ISIT306 - Strategic eBusiness Solutions Lecturer 2019

Advisees

• Graduate Advising Relationship

  Degree	Research Title	Advisee
  Doctor of Philosophy (Integrated)	SCIT: School of Computing and Information Technology
  Doctor of Philosophy (Integrated)	Prediction on Cancer: An approach on data analysis	Hu, Minot
  Master of Philosophy - ASSH	Personalized and Inclusive Learning in Digitalized Education Governance: An Action Research to Navigate the Effectiveness of Adaptive Content Feeding model for Secondary Students	Li, Hao
  Master of Philosophy - EIS	The significance of Data mining in the Australian Health Sector	Iriferi, Williams Iriferi
  Doctor of Philosophy	Evolutionary Cost-sensitive Learning for Deep Learning	Telikani, Akbar

Keywords

• BIG DATA; MACHINE LEARNING; NATURAL LANGUAGE PROCESSING; DATA MINING;

Orcid Id

• http://orcid.org/0000-0003-1317-8142 (pending confirmation)