Josiah Poon

Vera Yuk Ying Chung

Artif. Intell. Medicine, 2020

REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Detect All Abuse! Toward Universal Abusive Language Detection Models.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data.

[BibT_eX]

[DOI]

Zeyuan Wang

Simon K. Poon

Aust. J. Intell. Inf. Process. Syst., 2019

Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Convolutional Neural Network to Detect Thorax Diseases from Multi-view Chest X-Rays.

[BibT_eX]

[DOI]

Maram Mahmoud A. Monshi

Vera Yuk Ying Chung

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Low Resource Named Entity Recognition Using Contextual Word Representation and Neural Cross-Lingual Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

TCM Translator: A Sequence Generation Approach for Prescribing Herbal Medicines.

[BibT_eX]

[DOI]

Zeyuan Wang

Simon K. Poon

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Neighbourhood Blocking for Record Linkage.

[BibT_eX]

[DOI]

Daniel Elias

Proceedings of the Databases Theory and Applications, 2019

2018

CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

Better Rulesets by Removing Redundant Specialisations and Generalisations in Association Rule Mining.

[BibT_eX]

[DOI]

Australas. J. Inf. Syst., 2017

2016

An Ensemble Approach for Record Matching in Data Linkage.

[BibT_eX]

[DOI]

Proceedings of the Digital Health Innovation for Consumers, Clinicians, Connectivity and Community, 2016

Relation extraction from Traditional Chinese Medicine journal publication.

[BibT_eX]

[DOI]

Jingcheng Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015

Ensemble learning for prediction of the bioactivity capacity of herbal medicines from chromatographic fingerprints.

[BibT_eX]

[DOI]

BMC Bioinform., December, 2015

2014

An improved independent component analysis model for 3D chromatogram separation and its solution by multi-areas genetic algorithm.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

A Decomposition Model for HPLC-DAD Data Set and Its Solution by Particle Swarm Optimization.

[BibT_eX]

[DOI]

Appl. Comput. Intell. Soft Comput., 2014

Separation model of Generalized Reference Curve Measurement for HPLC-DAD and it solution by multi-target Bare Bones Particle Swarm Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Evaluation of herbal medicine's bioactivity capacity prediction algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013

Application of Genetic Algorithm for Discovery of Core Effective Formulae in TCM Clinical Data.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2013

Patterned Interactions In Complex Systems: The Role Of Information Technology For Re-Shaping Organizational Structures.

[BibT_eX]

[DOI]

Proceedings of the 21st European Conference on Information Systems, 2013

Discovering causal patterns in TCM clinical prescription data using set-theoretic approach.

[BibT_eX]

[DOI]

Alan Su

Simon K. Poon

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

A study of fitness functions in evolutionary algorithms on symptom-herb relationship discovery.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Parallel model of independent component analysis constrained by reference curves for HPLC-DAD and its solution by multi-areas genetic algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Partially Automated Literature Screening for Systematic Reviews by Modelling Non-Relevant Articles.

[BibT_eX]

[DOI]

Mariska M. G. Leeflang

Proceedings of the Third Australasian Workshop on Artificial Intelligence in Health (AIH 2013) and the Fourth International Workshop on Collaborative Agents, 2013

2012

Co-evolution of symptom-herb relationship.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Evaluation of herbal Chromatographie fingerprint identification systems.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011

A novel approach in discovering significant interactions from TCM patient prescription data.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2011

Co-evolutionary genetic algorithm in symptom-herb relationship discovery.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Analysis of herbal formulation in TCM: Infertility as a case study.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

Enhancing Short Text Clustering with Small External Repositories.

[BibT_eX]

[DOI]

Henry Petersen

Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

2010

Novel Two-Stage Analytic Approach in Extraction of Strong Herb-Herb Interactions in TCM Clinical Treatment of Insomnia.

[BibT_eX]

[DOI]

Proceedings of the Medical Biometrics, Second International Conference, 2010

Complementary Organizational Mechanisms: A Case Study on Information Technology Business Value.

[BibT_eX]

[DOI]

Proceedings of the 18th European Conference on Information Systems, 2010

Studying herb-herb interaction for insomnia through the theory of complementarities.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

Analysis of synergistic and antagonistic effects of TCM: Cases on diabetes and insomnia.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

2009

CODE: A Data Complexity Framework for Imbalanced Datasets.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Applied Data Mining, 2009

Reworking Bridging for Use within the Image Domain.

[BibT_eX]

[DOI]

Henry Petersen

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

Reference Point Transformation for Visualisation.

[BibT_eX]

[DOI]

Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

2008

Semi-Supervised Classification Using Bridging.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2008

Explaining Sustainability in Healthcare - a Preliminary Study of an aged Care Organisation in Australia.

[BibT_eX]

[DOI]

Proceedings of the Pacific Asia Conference on Information Systems, 2008

A New Evaluation Measure for Imbalanced Datasets.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Analytics 2008, 2008

2007

Learning to classify e-mail.

[BibT_eX]

[DOI]

Inf. Sci., 2007

Enhancing the Performance of Semi-Supervised Classification Algorithms with Bridging.

[BibT_eX]

[DOI]

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

2006

A Data Complexity Analysis on Imbalanced Datasets and an Alternative Imbalance Recovering Strategy.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2004

Co-training with a Single Natural Feature Set Applied to Email Classification.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Application of Machine Learning Techniques to the Re-ranking of Search Results.

[BibT_eX]

[DOI]

Martin Buchholz

Dirk Pflüger

Proceedings of the KI 2004: Advances in Artificial Intelligence, 2004

Co-Training on Textual Documents with a Single Natural Feature Set.

[BibT_eX]

[DOI]

Proceedings of the ADCS 2004, 2004

2003

INTIMATE: A Web-Based Movie Recommender Using Text Categorization.

[BibT_eX]

[DOI]

Harry Mak

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

A Neural Network Based Approach to Automated E-Mail Classification.

[BibT_eX]

[DOI]

James Clark

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

2002

Workflow Based Just-in-time Training.

[BibT_eX]

[DOI]

Proceedings of the ADCS 2002, 2002

2001

Browsing the Web from a Speech-Based Interface.

[BibT_eX]

Chris Nunn

Proceedings of the Human-Computer Interaction INTERACT '01: IFIP TC13 International Conference on Human-Computer Interaction, 2001

2000

Initial Results with Coevolving Dominance Mapping.

[BibT_eX]

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Java meets teletubbies: an interaction between program codes and physical props.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCSE 4th Australasian Conference on Computer Science Education, 2000

Teaching programming to beginners - choosing the language is just the first step.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCSE 4th Australasian Conference on Computer Science Education, 2000

1997

Co-evolution and emergence in design.

[BibT_eX]

[DOI]