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ORCIDJosiah Poon
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- affiliation: University of Sydney, Australia
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2020 – today
- 2021
[j11]George Karystianis, Rina Carines Cabral, Soyeon Caren Han, Josiah Poon, Tony Butler:
Utilizing Text Mining, Data Linkage and Deep Learning in Police and Health Records to Predict Future Offenses in Family and Domestic Violence. Frontiers Digit. Health 3: 602683 (2021)- [c43]Zeyuan Wang, Josiah Poon, Jie Yang, Simon K. Poon:
Warfarin Dose Estimation on High-dimensional and Incomplete Data. HICSS 2021: 1-9 - [i10]Jie Yang, Soyeon Caren Han, Josiah Poon:
A Survey on Extraction of Causal Relations from Natural Language Text. CoRR abs/2101.06426 (2021) - [i9]Henry Weld, Xiaoqi Huang, Siqi Long, Josiah Poon, Soyeon Caren Han:
A survey of joint intent detection and slot-filling models in natural language understanding. CoRR abs/2101.08091 (2021) - [i8]Siwen Luo, Mengting Wu, Yiwen Gong, Wanying Zhou, Josiah Poon:
Deep Structured Feature Networks for Table Detection and Tabular Data Extraction from Scanned Financial Document Images. CoRR abs/2102.10287 (2021) - [i7]Siwen Luo, Hamish Ivison, Soyeon Caren Han, Josiah Poon:
Local Interpretations for Explainable Natural Language Processing: A Survey. CoRR abs/2103.11072 (2021) - 2020
- [j10]Maram Mahmoud A. Monshi, Josiah Poon, Vera Yuk Ying Chung:
Deep learning in generating radiology reports: A survey. Artif. Intell. Medicine 106: 101878 (2020) - [c42]Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon:
VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks. COLING 2020: 3107-3117 - [c41]Kunze Wang, Dong Lu, Soyeon Caren Han, Siqu Long, Josiah Poon:
Detect All Abuse! Toward Universal Abusive Language Detection Models. COLING 2020: 6366-6376 - [c40]Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon:
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering. ICONIP (1) 2020: 520-532 - [i6]Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon:
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering. CoRR abs/2007.13262 (2020) - [i5]Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon:
VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks. CoRR abs/2010.03182 (2020) - [i4]Kunze Wang, Dong Lu, Soyeon Caren Han, Siqu Long, Josiah Poon:
Detect All Abuse! Toward Universal Abusive Language Detection Models. CoRR abs/2010.03776 (2020)
2010 – 2019
- 2019
- [j9]Zeyuan Wang, Josiah Poon, Simon K. Poon:
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data. Aust. J. Intell. Inf. Process. Syst. 15(3): 8-15 (2019) - [c39]Daniel Elias, Josiah Poon:
Neighbourhood Blocking for Record Linkage. ADC 2019: 57-78 - [c38]Zeyuan Wang, Josiah Poon, Simon K. Poon:
TCM Translator: A Sequence Generation Approach for Prescribing Herbal Medicines. BIBM 2019: 2474-2480 - [c37]Maram Mahmoud A. Monshi, Josiah Poon, Vera Chung:
Convolutional Neural Network to Detect Thorax Diseases from Multi-view Chest X-Rays. ICONIP (4) 2019: 148-158 - [c36]Soyeon Caren Han, Yingru Lin, Siqu Long, Josiah Poon:
Low Resource Named Entity Recognition Using Contextual Word Representation and Neural Cross-Lingual Knowledge Transfer. ICONIP (1) 2019: 299-311 - [c35]Zeyuan Wang, Josiah Poon, Shiding Sun, Simon K. Poon:
Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data. IJCNN 2019: 1-8 - [i3]Zeyuan Wang, Josiah Poon, Shiding Sun, Simon K. Poon:
Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality Data. CoRR abs/1904.04460 (2019) - [i2]Zeyuan Wang, Josiah Poon, Simon K. Poon:
AMI-Net+: A Novel Multi-Instance Neural Network for Medical Diagnosis from Incomplete and Imbalanced Data. CoRR abs/1907.01734 (2019) - 2018
- [c34]Zeyuan Wang, Shiding Sun, Josiah Poon, Simon K. Poon:
CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients. BIBM 2018: 1905-1911 - [i1]Zeyuan Wang, Josiah Poon, Shiding Sun, Simon K. Poon:
CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients. CoRR abs/1812.07764 (2018) - 2017
- [j8]Henry Petersen, Josiah Poon, Simon K. Poon, Clement Loy:
Better Rulesets by Removing Redundant Specialisations and Generalisations in Association Rule Mining. Australas. J. Inf. Syst. 21 (2017) - 2016
- [c33]Jingcheng Wang, Josiah Poon:
Relation extraction from Traditional Chinese Medicine journal publication. BIBM 2016: 1394-1398 - [c32]Simon K. Poon, Josiah Poon, Mary K. Lam, Qinglan Yin, Daniel Man-yuen Sze, Justin C. Y. Wu, Vincent C. T. Mok
, Jessica Y. L. Ching, Kam-Leung Chan, William H. N. Cheung, Alexander Y. Lau:
An Ensemble Approach for Record Matching in Data Linkage. HIC 2016: 113-119 - 2014
- [j7]Lizhi Cui, Zhihao Ling, Josiah Poon, Simon K. Poon, Junbin Gao, Paul Wing Hing Kwan:
A Decomposition Model for HPLC-DAD Data Set and Its Solution by Particle Swarm Optimization. Appl. Comput. Intell. Soft Comput. 2014: 276741:1-276741:10 (2014) - [j6]Lizhi Cui, Josiah Poon, Simon K. Poon, Hao Chen, Junbin Gao, Paul Wing Hing Kwan, Kei Fan, Zhihao Ling:
An improved independent component analysis model for 3D chromatogram separation and its solution by multi-areas genetic algorithm. BMC Bioinform. 15(S-12): S8 (2014) - [c31]Hao Chen, Josiah Poon, Simon K. Poon, Lizhi Cui, Daniel Man-yuen Sze:
Evaluation of herbal medicine's bioactivity capacity prediction algorithms. BIBM 2014: 14-15 - [c30]Lizhi Cui, Josiah Poon, Simon K. Poon, Paul Wing Hing Kwan, Junbin Gao, Zhihao Ling:
Separation model of Generalized Reference Curve Measurement for HPLC-DAD and it solution by multi-target Bare Bones Particle Swarm Optimization. BIBM 2014: 26-29 - 2013
- [j5]Ming Yang, Josiah Poon, Shaomo Wang, Li-Jing Jiao, Simon K. Poon, Lizhi Cui, Peiqi Chen, Daniel Man-yuen Sze, Ling Xu:
Application of Genetic Algorithm for Discovery of Core Effective Formulae in TCM Clinical Data. Comput. Math. Methods Medicine 2013: 971272:1-971272:16 (2013) - [c29]Henry Petersen, Josiah Poon, Simon K. Poon, Clement Loy, Mariska M. G. Leeflang:
Partially Automated Literature Screening for Systematic Reviews by Modelling Non-Relevant Articles. AIH+CARE@AUS-AI 2013: 43-44 - [c28]Lizhi Cui, Josiah Poon, Simon K. Poon, Kei Fan, Hao Chen, Junbin Gao, Paul Wing Hing Kwan, Zhihao Ling:
Parallel model of independent component analysis constrained by reference curves for HPLC-DAD and its solution by multi-areas genetic algorithm. BIBM 2013: 27-28 - [c27]Josiah Poon, Johny Shih, Simon K. Poon, Daniel Man-yuen Sze:
A study of fitness functions in evolutionary algorithms on symptom-herb relationship discovery. BIBM 2013: 212-217 - [c26]Alan Su, Simon K. Poon, Josiah Poon:
Discovering causal patterns in TCM clinical prescription data using set-theoretic approach. BIBM 2013: 242-247 - [c25]Simon K. Poon, Jackie Chan, Josiah Poon, Lesley Land:
Patterned Interactions In Complex Systems: The Role Of Information Technology For Re-Shaping Organizational Structures. ECIS 2013: 32 - 2012
- [c24]Hao Chen, Josiah Poon, Simon K. Poon, Kelvin Chan, Ka-Ho Wong, Daniel Man-yuen Sze:
Evaluation of herbal Chromatographie fingerprint identification systems. BIBM Workshops 2012: 418-423 - [c23]Josiah Poon, Dawei Yin, Simon K. Poon, Runshun Zhang, Baoyan Liu, Daniel Man-yuen Sze:
Co-evolution of symptom-herb relationship. IEEE Congress on Evolutionary Computation 2012: 1-6 - 2011
- [j4]Simon K. Poon, Josiah Poon, Martin McGrane, Xuezhong Zhou, Paul Wing Hing Kwan, Runsun Zhang, Baoyan Liu, Junbin Gao, Clement Loy, Kelvin Chan, Daniel Man-yuen Sze:
A novel approach in discovering significant interactions from TCM patient prescription data. Int. J. Data Min. Bioinform. 5(4): 353-368 (2011) - [c22]Henry Petersen, Josiah Poon:
Enhancing Short Text Clustering with Small External Repositories. AusDM 2011: 79-90 - [c21]Simon K. Poon, Kei Fan, Josiah Poon, Clement Loy, Kelvin Chan, Paul Wing Hing Kwan, Xuezhong Zhou, Junbin Gao, Runsun Zhang, Yinghui Runshun, Daniel Man-yuen Sze:
Analysis of herbal formulation in TCM: Infertility as a case study. BIBM Workshops 2011: 868-872 - [c20]Josiah Poon, Dawei Yin, Simon K. Poon, Xuezhong Zhou, Runshun Zhang, Baoyan Liu, Daniel Man-yuen Sze:
Co-evolutionary genetic algorithm in symptom-herb relationship discovery. BIBM Workshops 2011: 890-894 - 2010
- [c19]Simon K. Poon, Josiah Poon, Georg Peters, Naresh Gupta, Lesley Land:
Complementary Organizational Mechanisms: A Case Study on Information Technology Business Value. ECIS 2010: 67 - [c18]Xuezhong Zhou, Josiah Poon, Paul Wing Hing Kwan, Runsun Zhang, Yinghui Wang, Simon K. Poon, Baoyan Liu, Daniel Man-yuen Sze:
Novel Two-Stage Analytic Approach in Extraction of Strong Herb-Herb Interactions in TCM Clinical Treatment of Insomnia. ICMB 2010: 258-267 - [e1]Thanaruk Theeramunkong, Cholwich Nattee, Paulo J. L. Adeodato, Nitesh V. Chawla, Peter Christen, Philippe Lenca, Josiah Poon, Graham J. Williams:
New Frontiers in Applied Data Mining, PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2009. Revised Selected Papers. Lecture Notes in Computer Science 5669, Springer 2010, ISBN 978-3-642-14639-8 [contents]
2000 – 2009
- 2009
- [c17]Cheng G. Weng, Josiah Poon:
Reference Point Transformation for Visualisation. AusDM 2009: 43-54 - [c16]Henry Petersen, Josiah Poon:
Reworking Bridging for Use within the Image Domain. CAIP 2009: 832-839 - [c15]Cheng G. Weng, Josiah Poon:
CODE: A Data Complexity Framework for Imbalanced Datasets. PAKDD Workshops 2009: 16-27 - 2008
- [j3]Jason Chan, Irena Koprinska, Josiah Poon:
Semi-Supervised Classification Using Bridging. Int. J. Artif. Intell. Tools 17(3): 415-431 (2008) - [c14]Cheng G. Weng, Josiah Poon:
A New Evaluation Measure for Imbalanced Datasets. AusDM 2008: 27-32 - [c13]Lesley Pek Wee Land, Vincent Pang, Ada Cheng, Celia Chik, Simon K. Poon, Josiah Poon, Saeed Attar:
Explaining Sustainability in Healthcare - a Preliminary Study of an aged Care Organisation in Australia. PACIS 2008: 185 - 2007
- [j2]Irena Koprinska, Josiah Poon, James Clark, Jason Chan:
Learning to classify e-mail. Inf. Sci. 177(10): 2167-2187 (2007) - [c12]Jason Chan, Josiah Poon, Irena Koprinska:
Enhancing the Performance of Semi-Supervised Classification Algorithms with Bridging. FLAIRS Conference 2007: 580-585 - 2006
- [c11]Xiangji Huang, Yan Rui Huang, Miao Wen, Aijun An, Yang Liu, Josiah Poon:
Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval. ICDM 2006: 295-306 - [c10]Cheng G. Weng, Josiah Poon:
A Data Complexity Analysis on Imbalanced Datasets and an Alternative Imbalance Recovering Strategy. Web Intelligence 2006: 270-276 - 2004
- [c9]Jason Chan, Irena Koprinska, Josiah Poon:
Co-Training on Textual Documents with a Single Natural Feature Set. ADCS 2004: 47-54 - [c8]Martin Buchholz, Dirk Pflüger, Josiah Poon:
Application of Machine Learning Techniques to the Re-ranking of Search Results. KI 2004: 67-81 - [c7]Jason Chan, Irena Koprinska, Josiah Poon:
Co-training with a Single Natural Feature Set Applied to Email Classification. Web Intelligence 2004: 586-589 - 2003
- [c6]Harry Mak, Irena Koprinska, Josiah Poon:
INTIMATE: A Web-Based Movie Recommender Using Text Categorization. Web Intelligence 2003: 602-605 - [c5]James Clark, Irena Koprinska, Josiah Poon:
A Neural Network Based Approach to Automated E-Mail Classification. Web Intelligence 2003: 702-705 - 2001
- [c4]Josiah Poon, Chris Nunn:
Browsing the Web from a Speech-Based Interface. INTERACT 2001: 302-309 - 2000
- [c3]Roger Duke, Eric Salzman, Jay Burmeister, Josiah Poon, Leesa Murray:
Teaching programming to beginners - choosing the language is just the first step. ACSE 2000: 79-86 - [c2]Josiah Poon:
Java meets teletubbies: an interaction between program codes and physical props. ACSE 2000: 195-202 - [c1]Josiah Poon:
Initial Results with Coevolving Dominance Mapping. GECCO 2000: 368
1990 – 1999
- 1997
- [j1]Josiah Poon, Mary Lou Maher:
Co-evolution and emergence in design. Artif. Intell. Eng. 11(3): 319-327 (1997)
Coauthor Index
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