Wray Buntine | Scholar Profiles and Rankings

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OntoMedRec: Logically-pretrained model-agnostic ontology encoders for medication recommendation (journal article) Tan, Weicong \| Wang, Weiqing \| Zhou, Xin \| Buntine, Wray \| Bingham, Gordon \| Yin, Hongzhi World Wide Web, volume 27, issue 3 (2024). 10.1007/s11280-024-01268-1 Cite \| Source
Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active Learning (journal article) Tan, Wei \| Du, Lan \| Buntine, Wray IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 46, issue 5, pages 3463-3479 (2024). 10.1109/TPAMI.2023.3343359 Cite \| Source
Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification (journal article) Tan, Wei \| Nguyen, Ngoc Dang \| Du, Lan \| Buntine, Wray Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 14, pages 15240-15248 (2024). 10.1609/aaai.v38i14.29447 Cite \| Source
Enhancing Educational Dialogue Act Classification With Discourse Context and Sample Informativeness (journal article) Lin, Jionghao \| Tan, Wei \| Du, Lan \| Buntine, Wray \| Lang, David \| Gašević, Dragan \| Chen, Guanliang IEEE Transactions on Learning Technologies, volume 17 (2024). 10.1109/TLT.2023.3302573 Cited by (2) \| Cite \| Source
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help? (conference) Nguyen, Ngoc Dang \| Tan, Wei \| Du, Lan \| Buntine, Wray \| Beare, Richard \| Chen, Changyou 2023 IEEE International Conference on Data Mining (ICDM) (2023) Shanghai, China 10.1109/ICDM58522.2023.00155 Cite \| Source
A systematic review of the use of topic models for short text social media analysis (journal article) Laureate, Caitlin Doogan Poet \| Buntine, Wray \| Linger, Henry Artificial Intelligence Review, volume 56, issue 12, pages 14223-14255 (2023). 10.1007/s10462-023-10471-x Cited by (13) \| Cite \| Source
A Survey on Out-of-Distribution Evaluation of Neural NLP Models (conference) Li, Xinzhe \| Liu, Ming \| Gao, Shang \| Buntine, Wray Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23} (2023) Macau, SAR China 10.24963/ijcai.2023/749 Cited by (1) \| Cite \| Source
AUC Maximization for Low-Resource Named Entity Recognition (journal article) Nguyen, Ngoc Dang \| Tan, Wei \| Du, Lan \| Buntine, Wray \| Beare, RIchard \| Chen, Changyou Proceedings of the AAAI Conference on Artificial Intelligence, volume 37, issue 11, pages 13389-13399 (2023). 10.1609/aaai.v37i11.26571 Cited by (2) \| Cite \| Source
Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment (journal article) Wang, Qizhou \| Pang, Guansong \| Salehi, Mahsa \| Buntine, Wray \| Leckie, Christopher Proceedings of the AAAI Conference on Artificial Intelligence, volume 37, issue 4, pages 4676-4684 (2023). 10.1609/aaai.v37i4.25591 Cited by (3) \| Cite \| Source
Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification (book chapter) In Artificial Intelligence in Education Tan, Wei \| Lin, Jionghao \| Lang, David \| Chen, Guanliang \| Gašević, Dragan \| Du, Lan \| Buntine, Wray Springer Nature Switzerland (2023) 10.1007/978-3-031-36272-9_15 Cited by (2) \| Cite \| Source
Linear Regression (book chapter) In Encyclopedia of Machine Learning and Data Science Quadrianto, Novi \| Buntine, Wray L. Springer US (2023) 10.1007/978-1-4899-7502-7_481-2 Cite \| Source
Linear Discriminant (book chapter) In Encyclopedia of Machine Learning and Data Science Quadrianto, Novi \| Buntine, Wray L. Springer US (2023) 10.1007/978-1-4899-7502-7_480-2 Cite \| Source
Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets (book chapter) In Artificial Intelligence in Education Lin, Jionghao \| Tan, Wei \| Nguyen, Ngoc Dang \| Lang, David \| Du, Lan \| Buntine, Wray \| Beare, Richard \| Chen, Guanliang \| Gašević, Dragan Springer Nature Switzerland (2023) 10.1007/978-3-031-36272-9_10 Cited by (1) \| Cite \| Source
Understanding Hierarchical Processes (journal article) Buntine, Wray Entropy, volume 24, issue 12, pages 1703- (2022). 10.3390/e24121703 Cite \| Source
SQAPlanner: Generating Data-Informed Software Quality Improvement Plans (journal article) Rajapaksha, Dilini \| Tantithamthavorn, Chakkrit \| Jiarpakdee, Jirayus \| Bergmeir, Christoph \| Grundy, John \| Buntine, Wray IEEE Transactions on Software Engineering, volume 48, issue 8, pages 2814-2835 (2022). 10.1109/TSE.2021.3070559 Cited by (23) \| Cite \| Source
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios (conference) Nguyen, Ngoc Dang \| Du, Lan \| Buntine, Wray \| Chen, Changyou \| Beare, Richard Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (2022) Abu Dhabi, United Arab Emirates 10.18653/v1/2022.emnlp-main.271 Cited by (1) \| Cite \| Source
ENDASh: Embedding Neighbourhood Dissimilarity with Attribute Shuffling for Graph Anomaly Detection (book chapter) In Advances in Knowledge Discovery and Data Mining Wang, Qizhou \| Salehi, Mahsa \| Low, Jia Shun \| Buntine, Wray \| Leckie, Christopher Springer International Publishing (2022) 10.1007/978-3-031-05936-0_2 Cite \| Source
Inductive Biases for Low Data VQA: A Data Augmentation Approach (conference) Askarian, Narjes \| Abbasnejad, Ehsan \| Zukerman, Ingrid \| Buntine, Wray \| Haffari, Gholamreza 2022 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) (2022) Waikoloa, HI, USA 10.1109/WACVW54805.2022.00029 Cited by (3) \| Cite \| Source
Citation context-based topic models: discovering cited and citing topics from full text (journal article) Zou, Lixue \| Liu, Xiwen \| Buntine, Wray \| Liu, Yanli Library Hi Tech, volume 39, issue 4, pages 1063-1083 (2021). 10.1108/LHT-01-2021-0041 Cited by (3) \| Cite \| Source
Content-Aware Listwise Collaborative Filtering (journal article) Ravanifard, Rabeh \| Mirzaei, Abdolreza \| Buntine, Wray \| Safayani, Mehran Neurocomputing, volume 461 (2021). 10.1016/j.neucom.2021.08.076 Cited by (7) \| Cite \| Source