2013
71Chain Graphs for Learning. Wray L. Buntine. CoRR (abs/1302.4933) (2013). Web SearchBibTeXDownload
70Some Properties of Plausible Reasoning. Wray L. Buntine. CoRR (abs/1303.5708) (2013). Web SearchBibTeXDownload
69Theory Refinement on Bayesian Networks. Wray L. Buntine. CoRR (abs/1303.5709) (2013). Web SearchBibTeXDownload
68Decision Tree Induction Systems: A Bayesian Analysis. Wray L. Buntine. CoRR (abs/1304.2732) (2013). Web SearchBibTeXDownload
2012
67Applying Discrete PCA in Data Analysis. Wray L. Buntine, Aleks Jakulin. CoRR (abs/1207.4125) (2012). Web SearchBibTeXDownload
66Dependent Hierarchical Normalized Random Measures for Dynamic Topic Modeling. Changyou Chen, Nan Ding, Wray L. Buntine. CoRR (abs/1206.4671) (2012). Web SearchBibTeXDownload
65Theory of Dependent Hierarchical Normalized Random Measures. Changyou Chen, Wray L. Buntine, Nan Ding. CoRR (abs/1205.4159) (2012). Web SearchBibTeXDownload
64Score-Based Bayesian Skill Learning. Shengbo Guo, Scott Sanner, Thore Graepel, Wray L. Buntine. ECML/PKDD (1) 2012, 106-121. Web SearchBibTeXDownload
63Modelling Sequential Text with an Adaptive Topic Model. Lan Du, Wray L. Buntine, Huidong Jin. EMNLP-CoNLL 2012, 535-545. Web SearchBibTeXDownload
62Sequential latent Dirichlet allocation. Lan Du, Wray L. Buntine, Huidong Jin, Changyou Chen. Knowl. Inf. Syst. (31): 475-503 (2012). Web SearchBibTeXDownload
2011
61Operations for Learning with Graphical Models. Wray L. Buntine. CoRR (abs/1105.2519) (2011). Web SearchBibTeXDownload
60Sampling Table Configurations for the Hierarchical Poisson-Dirichlet Process. Changyou Chen, Lan Du, Wray L. Buntine. ECML/PKDD (1) 2011, 296-311. Web SearchBibTeXDownload
59Improving Topic Coherence with Regularized Topic Models. David Newman, Edwin V. Bonilla, Wray L. Buntine. NIPS 2011, 496-504. Web SearchBibTeXDownload
2010
58A Bayesian Review of the Poisson-Dirichlet Process. Wray L. Buntine, Marcus Hutter. CoRR (abs/1007.0296) (2010). Web SearchBibTeXDownload
57Linear Regression. Novi Quadrianto, Wray L. Buntine. Encyclopedia of Machine Learning 2010, 603-606. Web SearchBibTeXDownload
56Linear Discriminant. Novi Quadrianto, Wray L. Buntine. Encyclopedia of Machine Learning 2010, 601-603. Web SearchBibTeXDownload
55Graphical Models. Julian John McAuley, Tibério S. Caetano, Wray L. Buntine. Encyclopedia of Machine Learning 2010, 471-479. Web SearchBibTeXDownload
54Bayesian Methods. Wray L. Buntine. Encyclopedia of Machine Learning 2010, 75-81. Web SearchBibTeXDownload
53Unsupervised Object Discovery: A Comparison. Tinne Tuytelaars, Christoph H. Lampert, Matthew B. Blaschko, Wray L. Buntine. International Journal of Computer Vision (88): 284-302 (2010). Web SearchBibTeXDownload
52A segmented topic model based on the two-parameter Poisson-Dirichlet process. Lan Du, Wray L. Buntine, Huidong Jin. Machine Learning (81): 5-19 (2010). Web SearchBibTeXDownload
51Beyond 2D-grids: a dependence maximization view on image browsing. Novi Quadrianto, Kristian Kersting, Tinne Tuytelaars, Wray L. Buntine. Multimedia Information Retrieval 2010, 339-348. Web SearchBibTeXDownload
50Word Features for Latent Dirichlet Allocation. James Petterson, Alexander J. Smola, Tibério S. Caetano, Wray L. Buntine, Shravan Narayanamurthy. NIPS 2010, 1921-1929. Web SearchBibTeXDownload
2009
49Estimating Likelihoods for Topic Models. Wray L. Buntine. ACML 2009, 51-64. Web SearchBibTeXDownload
48Guest editors' introduction: special issue of selected papers from ECML PKDD 2009. Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor. Data Min. Knowl. Discov. (19): 173-175 (2009). Web SearchBibTeXDownload
47Kernel Conditional Quantile Estimation via Reduction Revisited. Novi Quadrianto, Kristian Kersting, Mark D. Reid, Tibério S. Caetano, Wray L. Buntine. ICDM 2009, 938-943. Web SearchBibTeXDownload
46Exploring Scale-Induced Feature Hierarchies in Natural Images. Jukka Perkiö, Tinne Tuytelaars, Wray L. Buntine. ICMLA 2009, 25-31. Web SearchBibTeXDownload
45Guest editors' introduction: Special Issue from ECML PKDD 2009. Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor. Machine Learning (76): 175-177 (2009). Web SearchBibTeXDownload
2008
44Natural language retrieval of grocery products. Petteri Nurmi, Eemil Lagerspetz, Wray L. Buntine, Patrik Floréen, Joonas Kukkonen, Peter Peltonen. CIKM 2008, 1413-1414. Web SearchBibTeXDownload
43Product retrieval for grocery stores. Petteri Nurmi, Eemil Lagerspetz, Wray L. Buntine, Patrik Floréen, Joonas Kukkonen. SIGIR 2008, 781-782. Web SearchBibTeXDownload
2006
42ALVIS - Superpeer Semantic Search Engine - ECDL 2006 Demo Submission. Gert Schmeltz Pedersen, Anders Ardö, Marc Cromme, Mike Taylor, Wray L. Buntine. ECDL 2006, 461-462. Web SearchBibTeXDownload
41Open source search and research. Michel Beigbeder, Wray L. Buntine, Wai Gen Yee. IWRIDL 2006, 5. Web SearchBibTeXDownload
40SIGIR06 workshop report: Open Source Information Retrieval systems (OSIR06). Wai Gen Yee, Michel Beigbeder, Wray L. Buntine. SIGIR Forum (40): 61-65 (2006). Web SearchBibTeXDownload
2005
39A temporally adaptive content-based relevance ranking algorithm. Jukka Perkiö, Wray L. Buntine, Henry Tirri. SIGIR 2005, 647-648. Cited by 2Web SearchBibTeXDownload
38Open source search: a data mining platform. Wray L. Buntine. SIGIR Forum (39): 4-10 (2005). Web SearchBibTeXDownload
37Discrete Component Analysis. Wray L. Buntine, Aleks Jakulin. SLSFS 2005, 1-33. Web SearchBibTeXDownload
36Multi-Faceted Information Retrieval System for Large Scale Email Archives. Jukka Perkiö, Ville H. Tuulos, Wray L. Buntine, Henry Tirri. Web Intelligence 2005, 557-564. Web SearchBibTeXDownload
35Opportunities from Open Source Search. Wray L. Buntine, Karl Aberer, Ivana Podnar, Martin Rajman. Web Intelligence 2005, 2-8. Cited by 9Web SearchBibTeXDownload
2004
34ALVIS: Superpeer Semantic Search Engine. Wray L. Buntine, Michael P. Taylor. EWIMT 2004. Web SearchBibTeX
33Automated Synthesis of Data Analysis Programs: Learning in Logic. Wray L. Buntine. ILP 2004, 1. Web SearchBibTeXDownload
32Applying Discrete PCA in Data Analysis. Wray L. Buntine, Aleks Jakulin. UAI 2004, 59-66. Web SearchBibTeXDownload
31Exploring Independent Trends in a Topic-Based Search Engine. Jukka Perkiö, Wray L. Buntine, Sami Perttu. Web Intelligence 2004, 664-668. Web SearchBibTeXDownload
30A Scalable Topic-Based Open Source Search Engine. Wray L. Buntine, Jaakko Löfström, Jukka Perkiö, Sami Perttu, Vladimir Poroshin, Tomi Silander, Henry Tirri, Antti J. Tuominen, Ville H. Tuulos. Web Intelligence 2004, 228-234. Cited by 18Web SearchBibTeXDownload
2002
29Variational Extensions to EM and Multinomial PCA. Wray L. Buntine. ECML 2002, 23-34. Web SearchBibTeXDownload
28Automatic Derivation of Statistical Algorithms: The EM Family and Beyond. Alexander G. Gray, Bernd Fischer, Johann Schumann, Wray L. Buntine. NIPS 2002, 673-680. Web SearchBibTeXDownload
2001
27Learning as applied to stochastic optimization for standard-cellplacement. Lixin Su, Wray L. Buntine, A. Richard Newton, Bradley S. Peters. IEEE Trans. on CAD of Integrated Circuits and Systems (20): 516-527 (2001). Web SearchBibTeXDownload
1999
26Towards Automated Synthesis of Data Mining Programs. Wray L. Buntine, Bernd Fischer, Thomas Pressburger. KDD 1999, 372-376. Web SearchBibTeXDownload
1998
25Learning as applied to stochastic optimization for standard cell placement. Lixin Su, Wray L. Buntine, A. Richard Newton, Bradley S. Peters. ICCD 1998, 622-627. Web SearchBibTeXDownload
24Trends & Controversies: Will Domain-Specific Code Synthesis Become a Silver Bullet?. Wray L. Buntine. IEEE Intelligent Systems (13): 9-15 (1998). Web SearchBibTeX
23Analysing Rock Samples for the Mars Lander. Jonathan J. Oliver, Ted Roush, Paul Gazis, Wray L. Buntine, Rohan A. Baxter, Steven R. Waterhouse. KDD 1998, 299-303. Web SearchBibTeXDownload
1997
22Adaptive methods for netlist partitioning. Wray L. Buntine, Lixin Su, A. Richard Newton, Andrew Mayer. ICCAD 1997, 356-363. Web SearchBibTeXDownload
1996
21Graphical Models for Discivering Knowledge. Wray L. Buntine. Advances in Knowledge Discovery and Data Mining 1996, 59-82. Web SearchBibTeX
20A Guide to the Literature on Learning Probabilistic Networks from Data. Wray L. Buntine. IEEE Trans. Knowl. Data Eng. (8): 195-210 (1996). Web SearchBibTeXDownload
1995
19Intelligent Instruments: Discovering How to Turn Spectral Data into Information. Wray L. Buntine, Tarang Patel. KDD 1995, 33-38. Web SearchBibTeXDownload
18Chain graphs for learning. Wray L. Buntine. UAI 1995, 46-54. Web SearchBibTeXDownload
1994
17On Solving Equations and Disequations. Wray L. Buntine, Hans-Jürgen Bürckert. J. ACM (41): 591-629 (1994). Web SearchBibTeXDownload
16Operations for Learning with Graphical Models. Wray L. Buntine. J. Artif. Intell. Res. (JAIR) (2): 159-225 (1994). Web SearchBibTeXDownload
15Guest Editorial. Darrell Conklin, Tadeusz A. Wysocki, Hamid Sharif, L. C. Gundersen, P. P. Leahy, W. Hill, Jyh-Horng Wen, Shiuh-Jeng Wang, Yuh-Ren Tsai, Keh-Ming Lu. Machine Learning (14): 137-138 (1994). Cited by 2Web SearchBibTeXDownload
1992
14A Further Comparison of Splitting Rules for Decision-Tree Induction. Wray L. Buntine, Tim Niblett. Machine Learning (8): 75-85 (1992). Web SearchBibTeXDownload
1991
13Modelling default and likelihood reasoning as probabilistic reasoning. Wray L. Buntine. Ann. Math. Artif. Intell. (4): 25-68 (1991). Web SearchBibTeXDownload
12Classifiers: A Theoretical and Empirical Study. Wray L. Buntine. IJCAI 1991, 638-644. Web SearchBibTeX
11Theory Refinement on Bayesian Networks. Wray L. Buntine. UAI 1991, 52-60. Web SearchBibTeXDownload
10Some Properties of Plausible Reasoning. Wray L. Buntine. UAI 1991, 44-51. Web SearchBibTeXDownload
1990
9Myths and Legends in Learning Classification Rules. Wray L. Buntine. AAAI 1990, 736-742. Web SearchBibTeXDownload
1989
8A Critique of the Valiant Model. Wray L. Buntine. IJCAI 1989, 837-842. Web SearchBibTeX
7Learning Classification Rules Using Bayes. Wray L. Buntine. ML 1989, 94-98. Web SearchBibTeX
1988
6Generalized Subsumption and Its Applications to Induction and Redundancy. Wray L. Buntine. Artif. Intell. (36): 149-176 (1988). Web SearchBibTeXDownload
5Decision tree induction systems: A Bayesian analysis. Wray L. Buntine. Int. J. Approx. Reasoning (2): 330 (1988). Web SearchBibTeX
4Machine Invention of First Order Predicates by Inverting Resolution. Stephen Muggleton, Wray L. Buntine. ML 1988, 339-352. Web SearchBibTeX
1987
3Induction of Horn Clauses: Methods and the Plausible Generalization Algorithm. Wray L. Buntine. International Journal of Man-Machine Studies (26): 499-519 (1987). Web SearchBibTeXDownload
2Decision Tree Induction Systems: A Bayesian Analysis. Wray L. Buntine. UAI 1987, 109-128. Web SearchBibTeXDownload
1986
1Generalised Subsumption and its Applications to Induction and Redundancy. Wray L. Buntine. ECAI 1986, 15-23. Web SearchBibTeX
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