Wray L. Buntine
Orcid: 0000-0001-9292-1015Affiliations:
- Monash University, Melbourne, Australia
According to our database1,
Wray L. Buntine
authored at least 168 papers
between 1976 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
Enhancing Educational Dialogue Act Classification With Discourse Context and Sample Informativeness.
IEEE Trans. Learn. Technol., 2024
OntoMedRec: Logically-Pretrained Model-Agnostic Ontology Encoders for Medication Recommendation.
CoRR, 2024
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Artif. Intell. Rev., December, 2023
HOMOE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts.
CoRR, 2023
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs.
CoRR, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023
Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets.
Proceedings of the Artificial Intelligence in Education - 24th International Conference, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Software Eng., 2022
IEEE Comput. Intell. Mag., 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022
ENDASh: Embedding Neighbourhood Dissimilarity with Attribute Shuffling for Graph Anomaly Detection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022
2021
Citation context-based topic models: discovering cited and citing topics from full text.
Libr. Hi Tech, 2021
Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Inf. Sci., 2020
Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning.
CoRR, 2020
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020
MedGraph: Structural and Temporal Representation Learning of Electronic Medical Records.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the Databases Theory and Applications, 2020
2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes.
Mach. Learn., 2018
A Left-to-Right Algorithm for Likelihood Estimation in Gamma-Poisson Factor Analysis.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018
Bayesian Multi-label Learning with Sparse Features and Labels, and Label Co-occurrences.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of The 10th Asian Conference on Machine Learning, 2018
Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 3rd Workshop on Advanced Methodologies for Bayesian Networks, 2017
Proceedings of The 9th Asian Conference on Machine Learning, 2017
Proceedings of the Australasian Language Technology Association Workshop, 2017
2016
Bibliographic analysis on research publications using authors, categorical labels and the citation network.
Mach. Learn., 2016
J. Decis. Syst., 2016
Int. J. Approx. Reason., 2016
Twitter-Network Topic Model: A Full Bayesian Treatment for Social Network and Text Modeling.
CoRR, 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016
2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, 2015
2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Twitter Opinion Topic Model: Extracting Product Opinions from Tweets by Leveraging Hashtags and Sentiment Lexicon.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
Proceedings of the Sixth Asian Conference on Machine Learning, 2014
Proceedings of the Australasian Language Technology Association Workshop, 2014
2013
ACM Trans. Intell. Syst. Technol., 2013
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Australasian Language Technology Association Workshop 2011, 2011
2010
Mach. Learn., 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010
Sequential Latent Dirichlet Allocation: Discover Underlying Topic Structures within a Document.
Proceedings of the ICDM 2010, 2010
2009
Data Min. Knowl. Discov., 2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
Proceedings of the ICDM 2009, 2009
Proceedings of the Advances in Machine Learning, 2009
2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
2006
SIGIR Forum, 2006
Proceedings of the International Workshop on Research Issues in Digital Libraries, 2006
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006
2005
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
2004
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004
Proceedings of the Inductive Logic Programming, 14th International Conference, 2004
ALVIS: Superpeer Semantic Search Engine.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004
2003
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Machine Learning: ECML 2002, 2002
2001
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2001
1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
1998
IEEE Intell. Syst., 1998
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998
Proceedings of the International Conference on Computer Design: VLSI in Computers and Processors, 1998
1997
Proceedings of the 1997 IEEE/ACM International Conference on Computer-Aided Design, 1997
1996
IEEE Trans. Knowl. Data Eng., 1996
Graphical Models for Discivering Knowledge.
Proceedings of the Advances in Knowledge Discovery and Data Mining., 1996
1995
Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995
1994
IEEE Trans. Neural Networks, 1994
1992
Mach. Learn., 1992
1991
Ann. Math. Artif. Intell., 1991
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991
1990
Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990
1989
Knowl. Based Syst., 1989
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989
Learning Classification Rules Using Bayes.
Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989
1988
Decision tree induction systems: A Bayesian analysis.
Int. J. Approx. Reason., 1988
Artif. Intell., 1988
Machine Invention of First Order Predicates by Inverting Resolution.
Proceedings of the Machine Learning, 1988
1987
Int. J. Man Mach. Stud., 1987
1986
Generalised Subsumption and its Applications to Induction and Redundancy.
Proceedings of the Advances in Artificial Intelligence II, 1986
1976
Proceedings of the 13th Design Automation Conference, 1976
Proceedings of the 13th Design Automation Conference, 1976