Wei Liu

Most-cited papers

Ontology learning from text: A look back and into the future
Wilson Wong, Wei Liu, Bennamoun
2012CSUR414 citations
Semantic Scholar
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows
Jie An, Siyu Huang, Yi-Bing Song, D. Dou +2 more
2021Computer Vision and Pattern Recognition274 citations Open access
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Web service clustering using text mining techniques
Wei Liu, Wilson Wong
2009International Journal of Agent-Oriented Software Engineering131 citations Open access
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Enhancing Commitment Machines
M. Winikoff, Wei Liu, James Harland
2004International Workshop on Declarative Agent Languages and Technologies83 citations
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Deep fusion of multimodal features for social media retweet time prediction
Hui Yin, Shuiqiao Yang, Xiangyu Song, Wei Liu +1 more
2020World wide web (Bussum)58 citations Open access
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How Well Sentence Embeddings Capture Meaning
Lyndon White, R. Togneri, Wei Liu, Bennamoun
2015Australasian Document Computing Symposium57 citations
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Tree-Traversing Ant Algorithm for term clustering based on featureless similarities
Wilson Wong, Wei Liu, Bennamoun
2007Data mining and knowledge discovery53 citations
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Understanding ore-forming conditions using machine reading of text
Majigsuren Enkhsaikhan, E. Holden, P. Duuring, Wei Liu
202145 citations
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Auto-labelling entities in low-resource text: a geological case study
Majigsuren Enkhsaikhan, Wei Liu, E. Holden, P. Duuring
2021Knowledge and Information Systems42 citations
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Determining Termhood for Learning Domain Ontologies using Domain Prevalence and Tendency
Wilson Wong, Wei Liu, Bennamoun
2007Australasian Data Mining Conference36 citations
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Integrated Scoring For Spelling Error Correction, Abbreviation Expansion and Case Restoration in Dirty Text
Wilson Wong, Wei Liu, Bennamoun
2006Australasian Data Mining Conference35 citations
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HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features
Saeedreza Shehnepoor, R. Togneri, Wei Liu, Bennamoun
2021IEEE Transactions on Neural Networks and Learning Systems33 citations Open access
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Discovering Homogenous Service Communities through Web Service Clustering
Wei Liu, Wilson Wong
2008International Workshop on Service-Oriented Computing: Agents, Semantics, and Engineering32 citations
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Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies
Wilson Wong, Wei Liu, Bennamoun
2009Pacific-Asia Conference on Knowledge Discovery and Data Mining25 citations
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Spatio-Temporal Graph Representation Learning for Fraudster Group Detection
Saeedreza Shehnepoor, R. Togneri, Wei Liu, Bennamoun
2022IEEE Transactions on Neural Networks and Learning Systems24 citations Open access
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Detection and interpretation of anomalous water use for non-residential customers
Samitha Patabendige, R. Cardell-Oliver, Rui Wang, Wei Liu
2018Environmental Modelling & Software24 citations
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Redcoat: A Collaborative Annotation Tool for Hierarchical Entity Typing
Michael Stewart, Wei Liu, R. Cardell-Oliver
2019Conference on Empirical Methods in Natural Language Processing23 citations Open access
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Word Representations
Lyndon White, R. Togneri, Wei Liu, Bennamoun
2018Neural Representations of Natural Language23 citations
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ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation
Saeedreza Shehnepoor, R. Togneri, Wei Liu, Bennamoun
2022IEEE Transactions on Information Forensics and Security22 citations
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Pipeline for Machine Reading of Unstructured Maintenance Work Order Records
Yiyang Gao, Caitlin Woods, Wei Liu, T. French +1 more
202020 citations
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Representation and recognition of situations in sensor networks
R. Cardell-Oliver, Wei Liu
2010IEEE Communications Magazine20 citations
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Evaluation of three local descriptors on low resolution images for robot navigation
D. Huynh, Amritpal Saini, Wei Liu
20092009 24th International Conference Image and Vision Computing New Zealand20 citations
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A probabilistic framework for automatic term recognition
Wilson Wong, Wei Liu, Bennamoun
2009Intelligent Data Analysis20 citations
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Enhanced Integrated Scoring for Cleaning Dirty Texts
Wilson Wong, Wei Liu, Bennamoun
2008arXiv.org18 citations
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Seq2KG: An End-to-End Neural Model for Domain Agnostic Knowledge Graph (not Text Graph) Construction from Text
Michael Stewart, Wei Liu
2020International Conference on Principles of Knowledge Representation and Reasoning17 citations Open access
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Enhanced Random Forest Algorithms for Partially Monotone Ordinal Classification
Christopher Bartley, Wei Liu, Mark Reynolds
2019AAAI Conference on Artificial Intelligence17 citations Open access
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Generating Bags of Words from the Sums of Their Word Embeddings
Lyndon White, R. Togneri, Wei Liu, Bennamoun
2016Conference on Intelligent Text Processing and Computational Linguistics14 citations
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Determining Termhood for Learning Domain Ontologies in a Probabilistic Framework
Wilson Wong, Wei Liu, Bennamoun
2007Australasian Data Mining Conference14 citations
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Vision to Language: Methods, Metrics and Datasets
Naeha Sharif, Uzair Nadeem, Syed Afaq Ali Shah, Bennamoun +1 more
2020Learning and Analytics in Intelligent Systems13 citations
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Refined Distractor Generation with LSA and Stylometry for Automated Multiple Choice Question Generation
Josef Moser, C. Gütl, Wei Liu
2012Australasian Conference on Artificial Intelligence13 citations
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Constructing specialised corpora through analysing domain representativeness of websites
Wilson Wong, Wei Liu, Bennamoun
2011Language Resources and Evaluation13 citations
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Determining the Unithood of Word Sequences using Mutual Information and Independence Measure
Wilson Wong, Wei Liu, Bennamoun
2008arXiv.org12 citations
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Measuring Data-Driven Ontology Changes using Text Mining
Majigsuren Enkhsaikhan, Wilson Wong, Wei Liu, Mark Reynolds
2007Australasian Data Mining Conference12 citations
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LexiClean: An annotation tool for rapid multi-task lexical normalisation
Tyler Bikaun, T. French, M. Hodkiewicz, Michael Stewart +1 more
2021Conference on Empirical Methods in Natural Language Processing9 citations Open access
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Introduction to Neural Networks for Machine Learning
Lyndon White, R. Togneri, Wei Liu, Bennamoun
2018Neural Representations of Natural Language9 citations
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An HMM-SVM-Based Automatic Image Annotation Approach
Yin-Jie Lei, Wilson Wong, Wei Liu, Bennamoun
2010Asian Conference on Computer Vision9 citations
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Featureless Data Clustering
Wilson Wong, Wei Liu, Bennamoun
20099 citations
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Tracking and modelling information diffusion across interactive online media
A. Scharl, Albert Weichselbraun, Wei Liu
2007Int. J. Metadata Semant. Ontologies9 citations
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DFraud³: Multi-Component Fraud Detection Free of Cold-Start
Saeedreza Shehnepoor, R. Togneri, Wei Liu, Bennamoun
2021IEEE Transactions on Information Forensics and Security8 citations
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LCEval: Learned Composite Metric for Caption Evaluation
Naeha Sharif, Lyndon White, Bennamoun, Wei Liu +1 more
2019International Journal of Computer Vision8 citations Open access
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An Interactive Web-Based Toolset for Knowledge Discovery from Short Text Log Data
Michael Stewart, Wei Liu, R. Cardell-Oliver, Mark Griffin
2017International Conference on Advanced Data Mining and Applications8 citations
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Internet collaboration and service composition as a loose form of teamwork
L. Padgham, Wei Liu
2007Journal of Network and Computer Applications8 citations
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E-Service Composition Tools from a Lifecycle Perspective
Wei Liu, H. Husni, L. Padgham
2007E-Service Intelligence7 citations
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Simple but Challenging: Natural Language Inference Models Fail on Simple Sentences
Cheng Luo, Wei Liu, Jieyu Lin, Jiajie Zou +2 more
2022Conference on Empirical Methods in Natural Language Processing6 citations Open access
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DFraud3- Multi-Component Fraud Detection freeof Cold-start
Saeedreza Shehnepoor, R. Togneri, Wei Liu, Bennamoun
2020arXiv.org6 citations
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Effective Monotone Knowledge Integration in Kernel Support Vector Machines
Christopher Bartley, Wei Liu, Mark Reynolds
2016International Conference on Advanced Data Mining and Applications6 citations
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An incremental algorithm for discovering routine behaviours from smart meter data
Jin Wang, R. Cardell-Oliver, Wei Liu
2016Knowledge-Based Systems6 citations
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Author Name Disambiguation for Ranking and Clustering PubMed Data Using NetClus
Arvin Varadharajalu, Wei Liu, Wilson Wong
2011Australasian Conference on Artificial Intelligence6 citations
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Word-level Lexical Normalisation using Context-Dependent Embeddings
Michael Stewart, Wei Liu, R. Cardell-Oliver
2019arXiv.org5 citations
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Short-Text Lexical Normalisation on Industrial Log Data
Michael Stewart, Wei Liu, R. Cardell-Oliver, Rui Wang
2018International Conference on Big Knowledge5 citations
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