Theory refinement on Bayesian networks W Buntine Uncertainty proceedings 1991, 52-60, 1991 | 1165 | 1991 |
Operations for learning with graphical models WL Buntine Journal of artificial intelligence research 2, 159-225, 1994 | 890 | 1994 |
Machine invention of first-order predicates by inverting resolution S Muggleton, W Buntine Machine Learning Proceedings 1988, 339-352, 1988 | 791 | 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, 1996 | 758 | 1996 |
Bayesian backpropagation WL Buntine Complex systems 5, 603-643, 1991 | 710 | 1991 |
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 | 680 | 2022 |
Learning classification trees W Buntine Artificial Intelligence frontiers in statistics, 182-201, 2020 | 654 | 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 | 651 | 2013 |
A further comparison of splitting rules for decision-tree induction W Buntine, T Niblett Machine Learning 8, 75-85, 1992 | 464 | 1992 |
Myths and legends in learning classification rules W Buntine | 372 | 1990 |
Generalized subsumption and its applications to induction and redundancy W Buntine Artificial intelligence 36 (2), 149-176, 1988 | 338 | 1988 |
Improving topic coherence with regularized topic models D Newman, EV Bonilla, W Buntine Advances in neural information processing systems 24, 2011 | 263 | 2011 |
Unsupervised object discovery: A comparison T Tuytelaars, CH Lampert, MB Blaschko, W Buntine International journal of computer vision 88, 284-302, 2010 | 251 | 2010 |
Variational extensions to EM and multinomial PCA W Buntine European Conference on Machine Learning, 23-34, 2002 | 245 | 2002 |
System and method for adaptive text recommendation JJ Oliver, WL Buntine, G Roumeliotis US Patent 6,845,374, 2005 | 202* | 2005 |
Applying discrete PCA in data analysis WL Buntine, A Jakulin arXiv preprint arXiv:1207.4125, 2012 | 189 | 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 | 182 | 1994 |
Discrete component analysis W Buntine, A Jakulin International Statistical and Optimization Perspectives Workshop" Subspace …, 2005 | 169 | 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 | 135 | 2021 |