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Research Output 1987 2019

1987

Induction of Horn clauses: methods and the plausible generalization algorithm

Buntine, W., Apr 1987, In : International Journal of Man-Machine Studies. 26, 4, p. 499-519 21 p.

Research output: Contribution to journalArticleResearchpeer-review

1988

Generalized subsumption and its applications to induction and redundancy

Buntine, W., 1 Jan 1988, In : Artificial Intelligence. 36, 2, p. 149-176 28 p.

Research output: Contribution to journalArticleResearchpeer-review

1989

Inductive knowledge acquisition and induction methodologies

Buntine, W., 1 Jan 1989, In : Knowledge-Based Systems. 2, 1, p. 52-61 10 p.

Research output: Contribution to journalArticleResearchpeer-review

1991

Modelling default and likelihood reasoning as probabilistic reasoning

Buntine, W., 1 Mar 1991, In : Annals of Mathematics and Artificial Intelligence. 4, 1-2, p. 25-68 44 p.

Research output: Contribution to journalArticleResearchpeer-review

1992

A Further Comparison of Splitting Rules for Decision-Tree Induction

Buntine, W. & Niblett, T., 1 Jan 1992, In : Machine Learning. 8, 1, p. 75-85 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Learning classification trees

Buntine, W., 1 Jun 1992, In : Statistics and Computing. 2, 2, p. 63-73 11 p.

Research output: Contribution to journalArticleResearchpeer-review

1993

Space shuttle main engine plume diagnostics: OPAD approach to vehicle health monitoring

Powers, W. T., Cooper, A. E., Wallace, T. L., Buntine, W. L. & Whitaker, K., 1 Dec 1993.

Research output: Contribution to conferencePaperOtherpeer-review

1994

Computing Second Derivatives in Feedforward Networks: A Review

Buntine, W. L. & Weigend, A. S., 1 Jan 1994, In : IEEE Transactions on Neural Networks. 5, 3, p. 480-488 9 p.

Research output: Contribution to journalArticleResearchpeer-review

On Solving Equations and Disequations

Buntine, W. L. & Bürckert, H. J., 7 Jan 1994, In : Journal of the ACM (JACM). 41, 4, p. 591-629 39 p.

Research output: Contribution to journalArticleResearchpeer-review

1995

Predicting engine parameters using the optical spectrum of the space shuttle main engine exhaust plume

Srivastava, A. N. & Buntine, W., 1 Jan 1995, p. 29-34. 6 p.

Research output: Contribution to conferencePaperOtherpeer-review

1996

A guide to the literature on learning probabilistic networks from data

Buntine, W., 1 Dec 1996, In : IEEE Transactions on Knowledge and Data Engineering. 8, 2, p. 195-210 16 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

1997

Adaptive methods for netlist partitioning

Buntine, W. L., Su, L., Newton, A. R. & Mayer, A., 1 Dec 1997, In : IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers. p. 356-363 8 p.

Research output: Contribution to journalConference articleResearchpeer-review

1998

Will domain-specific code synthesis become a silver bullet?

Buntine, W., 1 Mar 1998, In : IEEE Intelligent Systems and Their Applications. 13, 2, p. 9-12 4 p.

Research output: Contribution to journalReview ArticleResearchpeer-review

2001

Learning as applied to stochastic optimization for standard-cell placement

Su, L., Buntine, W., Newton, A. R. & Peters, B. S., 1 Apr 2001, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 20, 4, p. 516-527 12 p.

Research output: Contribution to journalArticleResearchpeer-review

2002

Variational extensions to EM and multinomial PCA

Buntine, W., 1 Jan 2002, Machine Learning: ECML 2002 - 13th European Conference on Machine Learning, Proceedings. Elomaa, T., Mannila, H. & Toivonen, H. (eds.). Springer-Verlag London Ltd., p. 23-34 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2430).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2003

Automatic derivation of statistical algorithms: The EM family and beyond

Gray, A. G., Fischer, B., Schumann, J. & Buntine, W., 1 Jan 2003, Advances in Neural Information Processing Systems 15 - Proceedings of the 2002 Conference, NIPS 2002. Neural information processing systems foundation

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2004

A scalable topic-based open source search engine

Buntine, W., Löfström, J., Perkiö, J., Perttu, S., Poroshin, V., Silander, T., Tirri, H., Tuominen, A. & Tuulos, V., 1 Dec 2004, Proceedings - IEEE/WIC/ACM International Conference on Web Intelligence, WI 2004. Zhong, N., Tirri, H., Yao, Y. & Zhou, L. (eds.). p. 228-234 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Automated synthesis of data analysis programs: learning in logic

Buntine, W., 2004, 14th International Conference ILP 2004: Inductive Logic Programming; : Porto; Portugal; 6 September 2004 through 8 September 2004. Springer, 1 p. (Lecture Notes in Computer Science; vol. 3194).

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Exploring independent trends in a topic-based search engine

Perkiö, J., Buntine, W. & Perttu, S., 2004, Proceedings - IEEE/WIC/ACM International Conference on Web Intelligence, WI 2004: Beijing; China; 20 September 2004 through 24 September 2004. Zhong, N., Tirri, H., Yao, Y. & Zhou, L. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 664-668 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2005

A temporally adaptive content-based relevance ranking algorithm

Perkiö, J., Buntine, W. & Tirri, H., 1 Dec 2005, SIGIR 2005 - Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 647-648 2 p. (SIGIR 2005 - Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Multi-faceted information retrieval system for large scale email archives

Perkiö, J., Tuulos, V., Buntine, W. & Tirri, H., 1 Dec 2005, Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005. Vol. 2005. p. 557-564 8 p. 1517908

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Opportunities from open source search

Buntine, W., Aberer, K., Podnar, I. & Rajman, M., 1 Dec 2005, Proceedings - 2005 IEEE/WIC/ACM InternationalConference on Web Intelligence, WI 2005. Vol. 2005. p. 2-8 7 p. 1517807

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Topic-specific link analysis using independent components for information retrieval

Buntine, W., Löfström, J., Perttu, S. & Valtonen, K., 1 Dec 2005, AAAI Workshop - Technical Report. Vol. WS-05-07. p. 47-52 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2006

ALVIS - Superpeer semantic search engine - ECDL 2006 demo submission

Pedersen, G. S., Ardö, A., Cromme, M., Taylor, M. & Buntine, W., 1 Jan 2006, 2nd International Workshop on Parameterized and Exact Computation, IWPEC 2006. Springer-Verlag London Ltd., p. 461-462 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4172 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Discrete component analysis

Buntine, W. & Jakulin, A., 1 Jan 2006, Subspace, Latent Structure and Feature Selection - Statistical and Optimization Perspectives Workshop, SLSFS 2005, Revised Selected Papers. Springer-Verlag London Ltd., p. 1-33 33 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3940 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Editors' introduction to the special issue "learning in Web search"

Bloehdorn, S., Buntine, W. & Hotho, A., Jun 2006, In : Informatica (Ljubljana). 30, 2, 1 p.

Research output: Contribution to journalEditorialOtherpeer-review

2007

Open source search and research

Beigbeder, M., Buntine, W. & Yee, W. G., 1 Dec 2007, Proceedings of the International Workshop on Research Issues in Digital Libraries, IWRIDL-2006, in Association with ACM SIGIR. 1364748

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2008

Natural language retrieval of grocery products

Nurmi, P., Amer-Yahia, S. (ed.), Lagerspetz, E., Zhang, Y. (ed.), Buntine, W. L., Kolcz, A. (ed.), Floreen, P., Chowdhury, A. (ed.), Kukkonen, J. & Peltonen, P., 2008, p. 1413 - 1414. 2 p.

Research output: Contribution to conferenceOtherOther

Product retrieval for grocery stores

Nurmi, P., Myaeng, S-H. (ed.), Lagerspetz, E., Oard, D. W. (ed.), Buntine, W. L., Sebastiani, F. (ed.), Floreen, P. & Kukkonen, J., 2008, p. 781 - 782. 2 p.

Research output: Contribution to conferenceOtherOther

2009

Analyzing the U.S. Senate in 2003: similarities, clusters, and blocs

Jakulin, A., Buntine, W. L., LaPira, T. M. & Brasher, H., 2009, In : Political Analysis. 17, p. 291 - 310 20 p.

Research output: Contribution to journalArticleResearchpeer-review

Estimating likelihoods for topic models

Buntine, W. L., 2009, Advances in Machine Learning: First Asian Conference on Machine Learning, ACML 2009, Proceedings. Zhou, Z-H. & Washio, T. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 51 - 64 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Guest editors' introduction: Special issue from ECML PKDD 2009

Kołcz, A., Mladenić, D., Buntine, W., Grobelnik, M. & Shawe-Taylor, J., Sep 2009, In : Machine Learning. 76, 2-3, p. 175-177 3 p.

Research output: Contribution to journalEditorialOther

Kernel conditional quantile estimation via reduction revisited

Quadrianto, N., Kersting, K., Reid, M. D., Caetano, T. S. & Buntine, W. L., 2009, Proceedings - IEEE International Conference on Data Mining, ICDM. Wang, W., Kargupta, H., Ranka, S., Yu, P. S. & Wu, X. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 938 - 943 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2010

A segmented topic model based on the two-parameter Poisson-Dirichlet process

Du, L., Buntine, W. L. & Jin, H., 2010, In : Machine Learning. 81, 1, p. 5 - 19 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Bayesian networks on dirichlet distributed vectors

Buntine, W. L., Du, L. & Nurmi, P., 2010, Proceedings of the Fifth European Workshop on Probabilistic Graphical Models. Myllymaki, P., Roos, T. & Jaakkola, T. (eds.). Helsinki Finland: Helsinki Institute for Information Technology, p. 33 - 40 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Sequential latent dirichlet allocation: Discover underlying topic structures within a document

Du, L., Buntine, W. L. & Jin, H., 2010, Proceedings of the 10th IEEE International Conference on Data Mining. Webb, G. I., Liu, B., Zhang, C., Gunopulos, D. & Wu, X. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 148 - 157 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Unsupervised object discovery: a comparison

Tuytelaars, T., Lampert, C. H., Blaschko, M. B. & Buntine, W. L., 2010, In : International Journal of Computer Vision. 88, 2, p. 284 - 302 19 p.

Research output: Contribution to journalArticleResearchpeer-review

2011

Improving topic coherence with regularized topic models

Newman, D., Bonilla, E. V. & Buntine, W. L., 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011 (NIPS 2011): Volume 1 of 3. Shawe-Taylor, J., Zemel, R., Bartlett, P. & Pereira, F. (eds.). LaJolla CA USA: Neural Information Processing Systems (NIPS), p. 1 - 9 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Sampling table configurations for the hierarchical poisson-dirichlet process

Chen, C., Du, L. & Buntine, W. L., 2011, European Conference on Machine Learning Knowledge Discovery in Databases (ECML PKDD 2011). Gunopulos, D., Hofmann, T., Malerba, D. & Vazirgiannis, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 296 - 311 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2012

Dependent hierarchical normalized random measures for dynamic topic modeling

Chen, C., Ding, N. & Buntine, W. L., 2012, Proceedings of the 29th International Conference on Machine Learning (ICML 2012). Langford, J. & Pineau, J. (eds.). Edinburgh Scotland UK: Journal of Machine Learning Research (JMLR), p. 895 - 902 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Modelling sequential text with an adaptive topic model

Du, L., Buntine, W. L. & Jin, H., 2012, 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL 2012): Proceedings of the Conference. Henderson, J. & Pasca, M. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 535 - 545 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Preface

Hoi, S. C. H. & Buntine, W., 2012, In : Journal of Machine Learning Research. 25

Research output: Contribution to journalEditorialResearchpeer-review

Preface: Demo session

Van Leeuwen, M., Bonchi, F., Berlingerio, M., Buntine, W. L., Trasarti, R., Raïssi, C., Chau, D. H., Morik, K., Berendt, B. & Ukkonen, A., 2012, Proceedings - 12th IEEE International Conference on Data Mining Workshops, ICDMW 2012.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Score-based Bayesian skill learning

Guo, S., Sanner, S. P., Graepel, T. & Buntine, W. L., 2012, Machine Learning and Knowledge Discovery in Databases. Flach, P. A., De Bie, T. & Cristianini, N. (eds.). Heidelberg Germany: Springer, p. 106 - 121 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Sequential latent Dirichlet allocation

Du, L., Buntine, W. L., Jin, H. & Chen, C., 2012, In : Knowledge and Information Systems. 31, 3, p. 475 - 503 29 p.

Research output: Contribution to journalArticleResearchpeer-review

2013

Dependent normalized random measures

Chen, C., Rao, V., Buntine, W. & Teh, Y. W., 2013, Proceedings of the 30th International Conference on Machine Learning (ICML 2013): June 16 – June 21, 2013, Atlanta, Georgia, USA. Dasgupta, S. & McAllester, D. (eds.). International Machine Learning Society (IMLS), p. 2006-2014 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Improving LDA topic models for microblogs via tweet pooling and automatic labeling

Mehrotra, R., Sanner, S. P., Buntine, W. L. & Xie, L., 2013, Proceedings of the 36th International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR 2013). Kelly, D., de Rijke, M. & Sakai, T. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 889 - 892 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Introduction: Special issue of selected papers of ACML 2012

Zhou, Z-H., Lee, W. S., Hoi, S. C. H., Buntine, W. & Motoda, H., Sep 2013, In : Machine Learning. 92, 2-3, p. 221-223 3 p.

Research output: Contribution to journalEditorialOtherpeer-review

Introduction to the special issue on social web mining

Bonchi, F., Buntine, W., Gavalda, R. & Guo, S., Dec 2013, In : ACM Transactions on Intelligent Systems and Technology. 5, 1, 2542187.

Research output: Contribution to journalEditorialOther

Topic Segmentation with a Structured Topic Model

Du, L., Buntine, W. L. & Johnson, M., 2013, Proceedings of NAACL-HLT 2013. Daume III, H. & Kirchoff, K. (eds.). Stroudsburg PA USA: Association for Computational Linguistics, p. 190 - 200 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review