• The University of Western Australia (M002), 35 Stirling Highway,

    6009 Perth

    Australia

  • 719 Citations
  • 13 h-Index
20012020

Research output per year

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Research Output

2019

Enhanced Random Forest Algorithms for Partially Monotone Ordinal Classification

Bartley, C. W., Liu, W. & Reynolds, M., 28 Jan 2019, 33rd AAAI Conference on Artificial Intelligence (AAAI 2019). 1 ed. AAAI Press, Vol. 33.

Research output: Chapter in Book/Conference paperConference paper

Open Access
1 Downloads (Pure)

GeoDocA – Fast analysis of geological content in mineral exploration reports: A text mining approach

Holden, E. J., Liu, W., Horrocks, T., Wang, R., Wedge, D., Duuring, P. & Beardsmore, T., 1 Aug 2019, In : Ore Geology Reviews. 111, 102919.

Research output: Contribution to journalArticle

4 Citations (Scopus)

ICDM 2019 knowledge graph contest: Team UWA

Stewart, M., Enkhsaikhan, M. & Liu, W., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1546-1551 6 p. 8970692. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

LCEval: Learned Composite Metric for Caption Evaluation

Sharif, N., White, L., Bennamoun, M., Liu, W. & Shah, S. A. A., Oct 2019, In : International Journal of Computer Vision. 127, 10, p. 1586-1610

Research output: Contribution to journalArticle

Redcoat: A Collaborative Annotation Tool for Hierarchical Entity Typing

Stewart, M., Liu, W. & Cardell-Oliver, R., Nov 2019, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations. USA: Association for Computational Linguistics, p. 193-198 5 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access

Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning

Aafaq, N., Akhtar, N., Liu, W., Gilani, S. Z. & Mian, A., 2019, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 12487-12496 10 p.

Research output: Chapter in Book/Conference paperConference paper

Open Access
File
15 Citations (Scopus)
451 Downloads (Pure)
2018

An incremental anytime algorithm for mining T-patterns from event streams

Johnson, K. & Liu, W., 1 Jan 2018, Data Mining - 15th Australasian Conference, AusDM 2017, Revised Selected Papers. Stirling, D., Boo, Y. L., Chi, L., Ong, K-L., Liu, L. & Williams, G. (eds.). Springer-Verlag Wien, p. 144-157 14 p. (Communications in Computer and Information Science; vol. 845).

Research output: Chapter in Book/Conference paperConference paper

A novel framework for constructing partially monotone rule ensembles

Bartley, C., Liu, W. & Reynolds, M., 24 Oct 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1324-1327 4 p. 8509361

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Detection and interpretation of anomalous water use for non-residential customers

Patabendige, S., Cardell-Oliver, R., Wang, R. & Liu, W., 1 Feb 2018, In : Environmental Modelling and Software. 100, p. 291-301 11 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Neural Representations of Natural Language

White, L., Togneri, R., Liu, W. & Bennamoun, M., 2018, 1 ed. Austria: Springer. 122 p. (Studies in Computational Intelligence; vol. 783)

Research output: Book/ReportBook

NovelPerspective: Identifying Point of View Characters

White, L., Togneri, R., Liu, W. & Bennamoun, M., 2018, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics-System Demonstrations. Melbourne: Association for Computational Linguistics, Vol. 2. p. 7-12 6 p.

Research output: Chapter in Book/Conference paperConference paper

Short-Text Lexical Normalisation on Industrial Log Data

Stewart, M., Liu, W., Cardell-Oliver, R. & Wang, R., 1 Nov 2018, 2018 IEEE International Conference on Big Knowledge (ICBK). Singapore: IEEE, Institute of Electrical and Electronics Engineers, p. 113-122 10 p.

Research output: Chapter in Book/Conference paperConference paper

Towards geological knowledge discovery using vector-based semantic similarity

Enkhsaikhan, M., Liu, W., Holden, E. J. & Duuring, P., 1 Jan 2018, Advanced Data Mining and Applications - 14th International Conference, ADMA 2018, Proceedings. Gan, G., Li, X., Wang, S. & Li, B. (eds.). Springer-Verlag Wien, p. 224-237 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11323 LNAI).

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)
2017

A matrix-vector recurrent unit model for capturing compositional semantics in phrase embeddings

Wang, R., Liu, W. & McDonald, C., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), Vol. Part F131841. p. 1499-1507 9 p.

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

An interactive web-based toolset for knowledge discovery from short text log data

Stewart, M., Liu, W., Cardell-Oliver, R. & Griffin, M., 1 Jan 2017, Advanced Data Mining and Applications - 13th International Conference, ADMA 2017, Proceedings. Germany: Springer-Verlag London Ltd., p. 853-858 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10604 LNAI).

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem

White, L., Togneri, R., Liu, W. & Bennamoun, M., 30 Jan 2017, Proceedings of the 16th IEEE International Conference on Data Mining Workshops. Baeza-Yates, R. & Zhou, Z-H. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 770-777 8 p. 7836744

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)
2016

An incremental algorithm for discovering routine behaviours from smart meter data

Wang, J., Cardell-Oliver, R. & Liu, W., 1 Dec 2016, In : Knowledge-Based Systems. 113, p. 61-74 14 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
10 Downloads (Pure)

Effective monotone knowledge integration in kernel support vector machines

Bartley, C., Liu, W. & Reynolds, M., 2016, Advanced Data Mining and Applications. ADMA 2016. Lecture Notes in Computer Science. Li, J., Li, X., Wang, S., Li, J. & Sheng, Q. Z. (eds.). Springer, Vol. 10086. p. 3-18 16 p. (Lecture Notes in Computer Science; vol. 10086).

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Featureless Domain-Specific Term Extraction with Minimal Labelled Data

Wang, R., Liu, W. & McDonald, C., 2016, Proceedings of the Australasian Language Technology Association Workshop 2016. Cohn, T. (ed.). Australia: Australasian Language Technology Association , p. 103-112

Research output: Chapter in Book/Conference paperConference paper

Open Access

Generating Bags of Words from the Sums of their Word Embeddings

White, L., Togneri, R., Liu, W. & Bennamoun, M., 2016, International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2016). p. 1-12

Research output: Chapter in Book/Conference paperConference paper

Temporal Interaction Biased Community Detection in Social Networks

Alduaiji, N., Li, J., Datta, A., Lu, X. & Liu, W., 2016, Advanced Data Mining and Applications : 12th International Conference on Advanced Data Mining and Applications. Li, J., Li, X., Wang, S., Li, J. & Sheng, Q. Z. (eds.). Springer International Publishing, Vol. 10086. p. 406-419 14 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)
2015

A dual network for transfer learning with spike train data

Johnson, K. & Liu, W., 2015, AI 2015: Advances in Artificial Intelligence. Springer, Vol. 9457. p. 285-297

Research output: Chapter in Book/Conference paperConference paper

Open Access

An investigation of neural embeddings for coreference resolution

Godbole, V., Liu, W. & Togneri, R., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Berlin, Germany: Springer-Verlag London Ltd., Vol. 9041. p. 241-251

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Discovering routine behaviours in smart water meter data

Wang, J., Cardell-Oliver, R. & Liu, W., 2015, 2015 IEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2015. IEEE, Institute of Electrical and Electronics Engineers, Vol. N/A. p. 1-6

Research output: Chapter in Book/Conference paperConference paper

2 Citations (Scopus)

Efficient discovery of recurrent routine behaviours in smart meter time series by growing subsequences

Wang, J., Cardell-Oliver, R. & Liu, W., 2015, Advances in Knowledge Discovery and Data Mining. Springer International Publishing, Vol. 9078. p. 522-533

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

How Well Sentence Embeddings Capture Meaning

White, L. R., Togneri, R., Liu, W. & Bennamoun, M., 2015, Proceedings of the 20th Australasian Document Computing Symposium. USA: Association for Computing Machinery (ACM), Vol. N/A. p. 1-8

Research output: Chapter in Book/Conference paperConference paper

15 Citations (Scopus)

Using word embeddings to enhance keyword identification for scientific publications

Wang, R., Liu, W. & Mcdonald, C., 2015, Databases Theory and Applications. Springer, Vol. 9093. p. 257-268

Research output: Chapter in Book/Conference paperConference paper

18 Citations (Scopus)
2014

Constructing consumer-oriented medical terminology from the web a supervised classifier ensemble approach

Liu, W., Sweeney, H. J., Chung, B. & Glance, D., 2014, In : Lecture Notes in Artificial Intelligence. 8862, p. 770-781

Research output: Contribution to journalArticle

1 Citation (Scopus)

How preprocessing affects unsupervised keyphrase extraction

Wang, R., Liu, W. & Mcdonald, C., 2014, Lecture Notes in Computer Science: Computational Linguistics and Intelligent Text Processing. Germany: Springer, Vol. 8403 . p. 163-176 (Lecture Notes in Computer Science; vol. 8403).

Research output: Chapter in Book/Conference paperConference paper

8 Citations (Scopus)
2013

An investigation on window size selection for human activity recognition

Blond, A. R., Liu, W. & Cardell-Oliver, R., 2013, Data Mining and Analytics 2013: Proceedings of the Eleventh Australasian Data Mining Conference. Australia: Australian Computer Society, Vol. 146. p. 181-188

Research output: Chapter in Book/Conference paperConference paper

2012

Estimating Conceptual Similarities Using Distributed Representations and Extended Backpropagation

Dresisiger, P., Liu, W. & MacNish, C., 2012, Behavior Computing: Modeling, Analysis, Mining and Decision. Cao, L. & Yu, P. S. (eds.). UK: Springer, p. 127-142

Research output: Chapter in Book/Conference paperChapter

Ontology Learning from Text: A look back and into the future

Wong, W. Y., Liu, W. & Bennamoun, M., 2012, In : ACM Computing Surveys. 44, 4, p. 1-36

Research output: Contribution to journalArticle

213 Citations (Scopus)

Refined distractor generation with LSA stylometry for automated multiple choice question generation

Moser, J. R., Gutl, C. & Liu, W., 2012, AI 2012: Advances in Artificial Intelligence. Thielscher, M. & Zhang, D. (eds.). UK: Springer, Vol. 7691. p. 95-106

Research output: Chapter in Book/Conference paperConference paper

7 Citations (Scopus)
2011

An HMM-SVM-Based Automatic Image Annotation Approach

Lei, Y., Wong, W., Liu, W. & Bennamoun, M., 2011, Computer Vision - ACCV 2010. Germany: Springer, Vol. 6495. p. 115-126

Research output: Chapter in Book/Conference paperConference paper

4 Citations (Scopus)

An Investigation of Recursive Auto-associative Memory in Sentiment Detection

Reynolds, M., Liu, W., French, T. & Danesh, S., 2011, Lecture Notes in Artificial Inteligence. Germany: Springer, Vol. 7120. p. 162-174

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Author name disambiguation for ranking and clustering PubMed data using NetClus

Varadharajalu, A., Liu, W. & Wong, W., 2011, Proceedings of the 24th Australasian Joint Conference Advances in Artificial Intelligence (A1 2011). Perth, Australia: Springer, Vol. 7106 LNAI. p. 152 - 161

Research output: Chapter in Book/Conference paperConference paper

3 Citations (Scopus)

Constructing specialised corpora through analysing domain representativeness of websites

Wong, W., Liu, W. & Bennamoun, M., 2011, In : Language Resources and Evaluation. 45, 2, p. 209-241

Research output: Contribution to journalArticle

3 Citations (Scopus)

Integrating Visual Classifier Ensemble with Term Extraction for Automatic Image Annotation

Lei, Y. J., Wong, W., Bennamoun, M. & Liu, W., 2011, Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications (ICIEA). Beijing, China: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1959-1965

Research output: Chapter in Book/Conference paperConference paper

1 Citation (Scopus)

Ontology Learning and Knowledge Discovery Using The Web: Challenges and Recent Advances

Wong, W., Liu, W. & Bennamoun, M., 2011, - ed. USA: IGI Global.

Research output: Book/ReportEdited book/Anthology

3 Citations (Scopus)
2010

ACM International Conference Proceeding Series: Preface and introduction

Liu, W., Chen, X., Johnston, B. & Williams, M. A., 1 Dec 2010, In : ACM International Conference Proceeding Series.

Research output: Contribution to journalEditorial

An Ontology-based Interface for Improving Information Exploration

Wong, W., Liu, W. & Bennamoun, M., 2010, Proceedings of the First International Workshop on Intelligent Visual Interfaces for Text Analysis. Liu, S., Zhou, M. X., Carenini, G. & Qu, H. (eds.). Hong Kong ed. New York USA: Association for Computing Machinery (ACM), Vol. 1. p. 29-32

Research output: Chapter in Book/Conference paperConference paper

Connecting the Real World with the Virtual World - Controlling AIBO through Second Life

Wong, E., Liu, W. & Chen, X. P., 2010, ROBOCUP 2009: ROBOT SOCCER WORLD CUP XIII. Baltes, J., Lagoudakis, MG., Naruse, T. & Ghidary, SS. (eds.). Graz, AUSTRIA ed. BERLIN, GERMANY: SPRING-VERLAG, Vol. 5949. p. 402-413

Research output: Chapter in Book/Conference paperConference paper

Measurement of sound-radiation from a torpedo-shaped structure subjected to an axial excitation

Liu, W., Pan, J. & Matthews, D., 2010, Proceedings of 20th International Congress on Acoustics, ICA 2010. NSW, Australia: Australian Acoustical Society, Vol. CD-ROM. p. 1-11

Research output: Chapter in Book/Conference paperConference paper

Representation and Recognition of Situations in Sensor Networks

Cardell-Oliver, R. & Liu, W., 2010, In : IEEE Communications Magazine. 48, 3, p. 112-117

Research output: Contribution to journalArticle

15 Citations (Scopus)
2009

Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies

Wong, W. Y., Liu, W. & Bennamoun, M., 2009, Advances in Knowledge Discovery and Data Mining, Proceedings. Theeramunkong, T., Kijsirikul, B., Cercone, N. & Ho, TB. (eds.). Bangkok, Thailand ed. Bangkok, Thailand: Springer, Vol. 5476. p. 266-277

Research output: Chapter in Book/Conference paperConference paper

10 Citations (Scopus)

A probabilistic framework for automatic term recognition

Wong, W. Y., Liu, W. & Bennamoun, M., 2009, In : Intelligent Data Analysis. 13, 4, p. 499-539

Research output: Contribution to journalArticle

13 Citations (Scopus)

Determination of Unithood and Termhood for Term Recognition

Wong, W. Y., Liu, W. & Bennamoun, M., 2009, Handbook of Research on Text and Web Mining Technologies. Song, M. & Wu, Y. B. (eds.). USA: IGI Global, Vol. 2. p. 500-529

Research output: Chapter in Book/Conference paperChapter

Evaluation of Three Local Descriptors on Low Resolution Images for Robot Navigation

Huynh, D., Saini, A. & Liu, W., 2009, 2009 24th International Conference Image and Vision Computing New Zealand. Bailey, D. (ed.). New Zealand ed. New Zealand: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 113-118

Research output: Chapter in Book/Conference paperConference paper

18 Citations (Scopus)

Featureless Data Clustering

Wong, W. Y., Liu, W. & Bennamoun, M., 2009, Handbook of Research on Text and Web Mining Technologies. Song, M. & Wu, Y. B. (eds.). USA: IGI Global, Vol. 1. p. 141-164

Research output: Chapter in Book/Conference paperChapter

1 Citation (Scopus)