| Hands-on Bayesian neural networks—A tutorial for deep learning users LV Jospin, H Laga, F Boussaid, W Buntine, M Bennamoun IEEE Computational Intelligence Magazine 17 (2), 29-48, 2022 | 1254 | 2022 |
| Theory refinement on Bayesian networks W Buntine Uncertainty in artificial intelligence, 52-60, 1991 | 1236 | 1991 |
| Operations for learning with graphical models WL Buntine Journal of artificial intelligence research 2, 159-225, 1994 | 929 | 1994 |
| Machine invention of first-order predicates by inverting resolution S Muggleton, W Buntine Machine Learning Proceedings 1988, 339-352, 1988 | 810 | 1988 |
| A guide to the literature on learning probabilistic networks from data W Buntine IEEE Transactions on knowledge and data engineering 8 (2), 195-210, 2002 | 770 | 2002 |
| Bayesian backpropagation WL Buntine Complex systems 5, 603-643, 1991 | 752 | 1991 |
| Learning classification trees W Buntine Artificial Intelligence frontiers in statistics, 182-201, 2020 | 693 | 2020 |
| Improving lda topic models for microblogs via tweet pooling and automatic labeling R Mehrotra, S Sanner, W Buntine, L Xie Proceedings of the 36th international ACM SIGIR conference on Research and …, 2013 | 689 | 2013 |
| A further comparison of splitting rules for decision-tree induction W Buntine, T Niblett Machine Learning 8 (1), 75-85, 1992 | 472 | 1992 |
| Myths and legends in learning classification rules W Buntine | 384 | 1990 |
| Generalized subsumption and its applications to induction and redundancy W Buntine Artificial intelligence 36 (2), 149-176, 1988 | 352 | 1988 |
| Improving topic coherence with regularized topic models D Newman, EV Bonilla, W Buntine Advances in neural information processing systems 24, 2011 | 284 | 2011 |
| Unsupervised object discovery: A comparison T Tuytelaars, CH Lampert, MB Blaschko, W Buntine International journal of computer vision 88 (2), 284-302, 2010 | 258 | 2010 |
| Variational extensions to EM and multinomial PCA W Buntine European Conference on Machine Learning, 23-34, 2002 | 248 | 2002 |
| System and method for adaptive text recommendation JJ Oliver, WL Buntine, G Roumeliotis US Patent 6,845,374, 2005 | 204* | 2005 |
| Topic modelling meets deep neural networks: A survey H Zhao, D Phung, V Huynh, Y Jin, L Du, W Buntine arXiv preprint arXiv:2103.00498, 2021 | 203 | 2021 |
| Applying discrete PCA in data analysis WL Buntine, A Jakulin arXiv preprint arXiv:1207.4125, 2012 | 200 | 2012 |
| Method and system providing user with personalized recommendations by electronic-mail based upon the determined interests of the user pertain to the theme and concepts of the … J Oliver, R Baxter, W Buntine, S Waterhouse US Patent 7,158,986, 2007 | 187 | 2007 |
| Computing second derivatives in feed-forward networks: A review WL Buntine, AS Weigend IEEE transactions on Neural Networks 5 (3), 480-488, 1994 | 186 | 1994 |
| Discrete component analysis W Buntine, A Jakulin International Statistical and Optimization Perspectives Workshop" Subspace …, 2005 | 174 | 2005 |
Lan DuAssociate Professor, Faculty of IT, Monash UniversityVerified email at monash.edu
