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j50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGarren Gaut, Mark Steyvers, Zac E. Imel, David C. Atkins, Padhraic Smyth: Content Coding of Psychotherapy Transcripts Using Labeled Topic Models. IEEE J. Biomedical and Health Informatics 21(2): 476-487 (2017)
c109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJihyun Park, Kameryn Denaro, Fernando Rodriguez, Padhraic Smyth, Mark Warschauer: Detecting changes in student behavior from clickstream data. LAK 2017: 21-30
2016
j49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPetter Arnesen, Tracy Holsclaw, Padhraic Smyth: Bayesian Detection of Changepoints in Finite-State Markov Chains for Multiple Sequences. Technometrics 58(2): 205-213 (2016)
c108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJihyun Park, Margaret Blume-Kohout, Ralf Krestel, Eric T. Nalisnick, Padhraic Smyth: Analyzing NIH Funding Patterns over Time with Statistical Text Analysis. AAAI Workshop: Scholarly Big Data 2016
c107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMoshe Lichman, Dimitrios Kotzias, Padhraic Smyth: Personalized location models with adaptive mixtures. SIGSPATIAL/GIS 2016: 67:1-67:4
2015
c106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Martin Navaroli, Padhraic Smyth: Modeling Response Time in Digital Human Communication. ICWSM 2015: 278-287
c105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDimitrios Kotzias, Misha Denil, Nando de Freitas, Padhraic Smyth: From Group to Individual Labels Using Deep Features. KDD 2015: 597-606
c104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael Tanana, Kevin Hallgren, Zac E. Imel, David C. Atkins, Padhraic Smyth, Vivek Srikumar: Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing. CLPsych@HLT-NAACL 2015: 71-79
2014
j48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew J. Frank, Padhraic Smyth, Alexander T. Ihler: Beyond MAP Estimation With the Track-Oriented Multiple Hypothesis Tracker. IEEE Trans. Signal Processing 62(9): 2413-2423 (2014)
c103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristopher DuBois, Anoop Korattikara Balan, Max Welling, Padhraic Smyth: Approximate Slice Sampling for Bayesian Posterior Inference. AISTATS 2014: 185-193
c102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMoshe Lichman, Padhraic Smyth: Modeling human location data with mixtures of kernel densities. KDD 2014: 35-44
c101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames R. Foulds, Padhraic Smyth: Annealing Paths for the Evaluation of Topic Models. UAI 2014: 220-229
i13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKevin Bache, Dennis DeCoste, Padhraic Smyth: Hot Swapping for Online Adaptation of Optimization Hyperparameters. CoRR abs/1412.6599 (2014)
2013
j47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Navaroli, Christopher DuBois, Padhraic Smyth: Modeling individual email patterns over time with latent variable models. Machine Learning 92(2-3): 431-455 (2013)
c100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristopher DuBois, Carter T. Butts, Padhraic Smyth: Stochastic blockmodeling of relational event dynamics. AISTATS 2013: 238-246
c99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames R. Foulds, Padhraic Smyth: Modeling Scientific Impact with Topical Influence Regression. EMNLP 2013: 113-123
c98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKevin Bache, David Newman, Padhraic Smyth: Text-based measures of document diversity. KDD 2013: 23-31
c97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames R. Foulds, Levi Boyles, Christopher DuBois, Padhraic Smyth, Max Welling: Stochastic collapsed variational Bayesian inference for latent Dirichlet allocation. KDD 2013: 446-454
c96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRalf Krestel, Padhraic Smyth: Recommending patents based on latent topics. RecSys 2013: 395-398
c95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael J. Bannister, Christopher DuBois, David Eppstein, Padhraic Smyth: Windows into Relational Events: Data Structures for Contiguous Subsequences of Edges. SODA 2013: 856-864
e3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnn Nicholson, Padhraic Smyth: Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, UAI 2013, Bellevue, WA, USA, August 11-15, 2013 .AUAI Press 2013
i12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDmitry Pavlov, Heikki Mannila, Padhraic Smyth: Probabilistic Models for Query Approximation with Large Sparse Binary Datasets .CoRR abs/1301.3884 (2013)
i11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames R. Foulds, Levi Boyles, Christopher DuBois, Padhraic Smyth, Max Welling: Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation .CoRR abs/1305.2452 (2013)
i10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnn Nicholson, Padhraic Smyth: Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (2013). CoRR abs/1309.7971 (2013)
2012
j46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTimothy N. Rubin, America Chambers, Padhraic Smyth, Mark Steyvers: Statistical topic models for multi-label document classification. Machine Learning 88(1-2): 157-208 (2012)
j45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBrynjar Gretarsson, John O'Donovan, Svetlin Bostandjiev, Tobias Höllerer, Arthur U. Asuncion, David Newman, Padhraic Smyth: TopicNets: Visual Analysis of Large Text Corpora with Topic Modeling. ACM TIST 3(2): 23:1-23:26 (2012)
j44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoydeep Ghosh, Padhraic Smyth, Andrew Tomkins, Rich Caruana: Special issue on best of SIGKDD 2011. TKDD 6(4): 14:1-14:2 (2012)
c94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Analyzing Text and Social Network Data with Probabilistic Models. ECML/PKDD (1) 2012: 7-8
c93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew J. Frank, Padhraic Smyth, Alexander T. Ihler: A graphical model representation of the track-oriented multiple hypothesis tracker. SSP 2012: 768-771
c92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas Navaroli, Christopher DuBois, Padhraic Smyth: Statistical Models for Exploring Individual Email Communication Behavior. ACML 2012: 317-332
i9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArthur U. Asuncion, Max Welling, Padhraic Smyth, Yee Whye Teh: On Smoothing and Inference for Topic Models .CoRR abs/1205.2662 (2012)
i8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan Porteous, Alexander T. Ihler, Padhraic Smyth, Max Welling: Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation. CoRR abs/1206.6845 (2012)
i7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSergey Kirshner, Padhraic Smyth, Andrew Robertson: Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series .CoRR abs/1207.4142 (2012)
i6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeyoung Kim, Padhraic Smyth, Stefan Luther: Modeling Waveform Shapes with Random Eects Segmental Hidden Markov Models .CoRR abs/1207.4143 (2012)
i5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichal Rosen-Zvi, Thomas L. Griffiths, Mark Steyvers, Padhraic Smyth: The Author-Topic Model for Authors and Documents .CoRR abs/1207.4169 (2012)
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael J. Bannister, Christopher DuBois, David Eppstein, Padhraic Smyth: Windows into Relational Events: Data Structures for Contiguous Subsequences of Edges .CoRR abs/1209.5791 (2012)
2011
j43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Steyvers, Padhraic Smyth, Chaitanya Chemudugunta: Combining Background Knowledge and Learned Topics. topiCS 3(1): 18-47 (2011)
c91no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDuy Quang Vu, Arthur U. Asuncion, David R. Hunter, Padhraic Smyth: Dynamic Egocentric Models for Citation Networks. ICML 2011: 857-864
c90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristopher DuBois, James R. Foulds, Padhraic Smyth: Latent Set Models for Two-Mode Network Data. ICWSM 2011
c89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDuy Quang Vu, Arthur U. Asuncion, David R. Hunter, Padhraic Smyth: Continuous-Time Regression Models for Longitudinal Networks. NIPS 2011: 2492-2500
c88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames R. Foulds, Padhraic Smyth: Multi-Instance Mixture Models. SDM 2011: 606-617
c87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames R. Foulds, Nicholas Navaroli, Padhraic Smyth, Alexander T. Ihler: Revisiting MAP Estimation, Message Passing and Perfect Graphs. AISTATS 2011: 278-286
c86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames R. Foulds, Christopher DuBois, Arthur U. Asuncion, Carter T. Butts, Padhraic Smyth: A Dynamic Relational Infinite Feature Model for Longitudinal Social Networks. AISTATS 2011: 287-295
e2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChid Apté, Joydeep Ghosh, Padhraic Smyth: Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 2011 .ACM 2011, ISBN 978-1-4503-0813-7
i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTimothy N. Rubin, America Chambers, Padhraic Smyth, Mark Steyvers: Statistical Topic Models for Multi-Label Document Classification .CoRR abs/1107.2462 (2011)
2010
j42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiang Liu, Kevin K. Lin, Bogi Andersen, Padhraic Smyth, Alexander T. Ihler: Estimating replicate time shifts using Gaussian process regression. Bioinformatics 26(6): 770-776 (2010)
j41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Charles Elkan: Technical perspective - Creativity helps influence prediction precision. Commun. ACM 53(4): 88 (2010)
j40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeyoung Kim, Padhraic Smyth, Hal S. Stern: A Bayesian Mixture Approach to Modeling Spatial Activation Patterns in Multisite fMRI Data. IEEE Trans. Med. Imaging 29(6): 1260-1274 (2010)
j39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichal Rosen-Zvi, Chaitanya Chemudugunta, Thomas L. Griffiths, Padhraic Smyth, Mark Steyvers: Learning author-topic models from text corpora. ACM Trans. Inf. Syst. 28(1): 4:1-4:38 (2010)
c85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArthur U. Asuncion, Qiang Liu, Alexander T. Ihler, Padhraic Smyth: Particle Filtered MCMC-MLE with Connections to Contrastive Divergence. ICML 2010: 47-54
c84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristopher DuBois, Padhraic Smyth: Modeling relational events via latent classes. KDD 2010: 803-812
c83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAmerica Chambers, Padhraic Smyth, Mark Steyvers: Learning concept graphs from text with stick-breaking priors. NIPS 2010: 334-342
c82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArthur U. Asuncion, Qiang Liu, Alexander T. Ihler, Padhraic Smyth: Learning with Blocks: Composite Likelihood and Contrastive Divergence. AISTATS 2010: 33-40
2009
j38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDarya Chudova, Alexander T. Ihler, Kevin K. Lin, Bogi Andersen, Padhraic Smyth: Bayesian detection of non-sinusoidal periodic patterns in circadian expression data. Bioinformatics 25(23): 3114-3120 (2009)
j37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Newman, Arthur U. Asuncion, Padhraic Smyth, Max Welling: Distributed Algorithms for Topic Models. Journal of Machine Learning Research 10: 1801-1828 (2009)
c81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander T. Ihler, Andrew J. Frank, Padhraic Smyth: Particle-based Variational Inference for Continuous Systems. NIPS 2009: 826-834
c80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArthur U. Asuncion, Max Welling, Padhraic Smyth, Yee Whye Teh: On Smoothing and Inference for Topic Models. UAI 2009: 27-34
2008
c79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChaitanya Chemudugunta, Padhraic Smyth, Mark Steyvers: Combining concept hierarchies and statistical topic models. CIKM 2008: 1469-1470
c78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJon Hutchins, Alexander T. Ihler, Padhraic Smyth: Probabilistic Analysis of a Large-Scale Urban Traffic Sensor Data Set. KDD Workshop on Knowledge Discovery from Sensor Data 2008: 94-114
c77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan Porteous, David Newman, Alexander T. Ihler, Arthur U. Asuncion, Padhraic Smyth, Max Welling: Fast collapsed gibbs sampling for latent dirichlet allocation. KDD 2008: 569-577
c76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArthur U. Asuncion, Padhraic Smyth, Max Welling: Asynchronous Distributed Learning of Topic Models. NIPS 2008: 81-88
c75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChaitanya Chemudugunta, America Holloway, Padhraic Smyth, Mark Steyvers: Modeling Documents by Combining Semantic Concepts with Unsupervised Statistical Learning. International Semantic Web Conference 2008: 229-244
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChaitanya Chemudugunta, Padhraic Smyth, Mark Steyvers: Text Modeling using Unsupervised Topic Models and Concept Hierarchies .CoRR abs/0808.0973 (2008)
2007
j36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames Bennett, Charles Elkan, Bing Liu, Padhraic Smyth, Domonkos Tikk: KDD Cup and workshop 2007. SIGKDD Explorations 9(2): 51-52 (2007)
j35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander T. Ihler, Jon Hutchins, Padhraic Smyth: Learning to detect events with Markov-modulated poisson processes. TKDD 1(3): 13 (2007)
c74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSergey Kirshner, Padhraic Smyth: Infinite mixtures of trees. ICML 2007: 417-423
c73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Newman, Kat Hagedorn, Chaitanya Chemudugunta, Padhraic Smyth: Subject metadata enrichment using statistical topic models. JCDL 2007: 366-375
c72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Newman, Arthur U. Asuncion, Padhraic Smyth, Max Welling: Distributed Inference for Latent Dirichlet Allocation. NIPS 2007: 1081-1088
2006
j34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeyoung Kim, Padhraic Smyth: Segmental Hidden Markov Models with Random Effects for Waveform Modeling. Journal of Machine Learning Research 7: 945-969 (2006)
j33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJessica A. Turner, Padhraic Smyth, Fabio Macciardi, James H. Fallon, James L. Kennedy, Steven G. Potkin: Imaging phenotypes and genotypes in schizophrenia. Neuroinformatics 4(1): 21-49 (2006)
c71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Data-Driven Discovery Using Probabilistic Hidden Variable Models. ALT 2006: 28
c70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Data-Driven Discovery Using Probabilistic Hidden Variable Models. Discovery Science 2006: 13
c69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Newman, Chaitanya Chemudugunta, Padhraic Smyth, Mark Steyvers: Analyzing Entities and Topics in News Articles Using Statistical Topic Models. ISI 2006: 93-104
c68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander T. Ihler, Jon Hutchins, Padhraic Smyth: Adaptive event detection with time-varying poisson processes. KDD 2006: 207-216
c67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Newman, Chaitanya Chemudugunta, Padhraic Smyth: Statistical entity-topic models. KDD 2006: 680-686
c66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeyoung Kim, Padhraic Smyth, Hal S. Stern: A Nonparametric Bayesian Approach to Detecting Spatial Activation Patterns in fMRI Data. MICCAI (2) 2006: 217-224
c65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChaitanya Chemudugunta, Padhraic Smyth, Mark Steyvers: Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model. NIPS 2006: 241-248
c64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander T. Ihler, Padhraic Smyth: Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models. NIPS 2006: 625-632
c63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeyoung Kim, Padhraic Smyth: Hierarchical Dirichlet Processes with Random Effects. NIPS 2006: 697-704
c62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan Porteous, Alex Ihter, Padhraic Smyth, Max Welling: Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation. UAI 2006
2005
j32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoshua O'Madadhain, Jon Hutchins, Padhraic Smyth: Prediction and ranking algorithms for event-based network data. SIGKDD Explorations 7(2): 23-30 (2005)
c61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoshua O'Madadhain, Padhraic Smyth: EventRank: a framework for ranking time-varying networks. LinkKDD 2005: 9-16
c60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeyoung Kim, Padhraic Smyth, Hal S. Stern, Jessica A. Turner: Parametric Response Surface Models for Analysis of Multi-site fMRI Data. MICCAI 2005: 352-359
c59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott White, Padhraic Smyth: A Spectral Clustering Approach To Finding Communities in Graph. SDM 2005: 274-285
2004
c58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMark Steyvers, Padhraic Smyth, Michal Rosen-Zvi, Thomas L. Griffiths: Probabilistic author-topic models for information discovery. KDD 2004: 306-315
c57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott Gaffney, Padhraic Smyth: Joint Probabilistic Curve Clustering and Alignment. NIPS 2004: 473-480
c56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSeyoung Kim, Padhraic Smyth, Stefan Luther: Modeling Waveform Shapes with Random E ects Segmental Hidden Markov Models. UAI 2004: 309-316
c55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSergey Kirshner, Padhraic Smyth, Andrew Robertson: Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series. UAI 2004: 317-314
c54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichal Rosen-Zvi, Thomas L. Griffiths, Mark Steyvers, Padhraic Smyth: The Author-Topic Model for Authors and Documents. UAI 2004: 487-494
2003
b2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPierre Baldi, Paolo Frasconi, Padhraic Smyth: Modeling the Internet and the Web: Probabilistic Method and Algorithms .John Wiley 2003, ISBN 0-470-84906-1
j31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDarya Chudova, Padhraic Smyth: Analysis of Pattern Discovery in Sequences Using a Bayes Error Framework. Data Min. Knowl. Discov. 7(3): 273-299 (2003)
j30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor V. Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White: Model-Based Clustering and Visualization of Navigation Patterns on a Web Site. Data Min. Knowl. Discov. 7(4): 399-424 (2003)
j29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDmitry Pavlov, Heikki Mannila, Padhraic Smyth: Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data. IEEE Trans. Knowl. Data Eng. 15(6): 1409-1421 (2003)
c53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott Gaffney, Padhraic Smyth: Curve Clustering with Random Effects Regression Mixtures. AISTATS 2003
c52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXianping Ge, Sridevi Parise, Padhraic Smyth: Clustering Markov States into Equivalence Classes using SVD and Heuristic Search Algorithms. AISTATS 2003
c51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSergey Kirshner, Sridevi Parise, Padhraic Smyth: Unsupervised Learning with Permuted Data. ICML 2003: 345-352
c50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDarya Chudova, Scott Gaffney, Eric Mjolsness, Padhraic Smyth: Translation-invariant mixture models for curve clustering. KDD 2003: 79-88
c49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott White, Padhraic Smyth: Algorithms for estimating relative importance in networks. KDD 2003: 266-275
c48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDarya Chudova, Christopher E. Hart, Eric Mjolsness, Padhraic Smyth: Gene Expression Clustering with Functional Mixture Models. NIPS 2003: 683-690
c47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDmitry Pavlov, Padhraic Smyth: Approximate Query Answering by Model Averaging. SDM 2003: 142-153
c46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDarya Chudova, Scott Gaffney, Padhraic Smyth: Probabilistic Models For Joint Clustering And Time-Warping Of Multidimensional Curves. UAI 2003: 134-141
2002
j28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Daryl Pregibon, Christos Faloutsos: Data-driven evolution of data mining algorithms. Commun. ACM 45(8): 33-37 (2002)
j27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChidanand Apté, Bing Liu, Edwin P. D. Pednault, Padhraic Smyth: Business applications of data mining. Commun. ACM 45(8): 49-53 (2002)
j26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor V. Cadez, Padhraic Smyth, Geoffrey J. McLachlan, Christine E. McLaren: Maximum Likelihood Estimation of Mixture Densities for Binned and Truncated Multivariate Data. Machine Learning 47(1): 7-34 (2002)
c45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Learning with Mixture Models: Concepts and Applications. ECML 2002: 529-
c44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSergey Kirshner, Igor V. Cadez, Padhraic Smyth, Chandrika Kamath, Erick Cantú-Paz: Probabilistic Model-Based Detection of Bent-Double Radio Galaxies. ICPR (2) 2002: 499-502
c43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDarya Chudova, Padhraic Smyth: Pattern discovery in sequences under a Markov assumption. KDD 2002: 153-162
c42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSergey Kirshner, Igor V. Cadez, Padhraic Smyth, Chandrika Kamath: Learning to Classify Galaxy Shapes Using the EM Algorithm. NIPS 2002: 1497-1504
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Learning with Mixture Models: Concepts and Applications. PKDD 2002: 512
2001
b1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid J. Hand, Heikki Mannila, Padhraic Smyth: Principles of Data Mining .MIT Press 2001, ISBN 9780262082907
j25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXianping Ge, David Eppstein, Padhraic Smyth: The distribution of loop lengths in graphical models for turbo decoding. IEEE Trans. Information Theory 47(6): 2549-2553 (2001)
c40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Breaking out of the Black-Box: Research Challenges in Data Mining. DMKD 2001
c39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor V. Cadez, Padhraic Smyth, Heikki Mannila: Probabilistic modeling of transaction data with applications to profiling, visualization, and prediction. KDD 2001: 37-46
c38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDmitry Pavlov, Padhraic Smyth: Probabilistic query models for transaction data. KDD 2001: 164-173
c37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor V. Cadez, Padhraic Smyth: Bayesian Predictive Profiles With Applications to Retail Transaction Data. NIPS 2001: 1353-1360
2000
j24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Model selection for probabilistic clustering using cross-validated likelihood. Statistics and Computing 10(1): 63-72 (2000)
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLStephen D. Bay, Dennis F. Kibler, Michael J. Pazzani, Padhraic Smyth: The UCI KDD Archive of Large Data Sets for Data Mining Research and Experimentation. SIGKDD Explorations 2(2): 81-85 (2000)
c36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHeikki Mannila, Padhraic Smyth: Approximate Query Answering with Frequent Sets and Maximum Entropy. ICDE 2000: 309
c35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXianping Ge, Padhraic Smyth: Deformable Markov model templates for time-series pattern matching. KDD 2000: 81-90
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor V. Cadez, Scott Gaffney, Padhraic Smyth: A general probabilistic framework for clustering individuals and objects. KDD 2000: 140-149
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor V. Cadez, David Heckerman, Christopher Meek, Padhraic Smyth, Steven White: Visualization of navigation patterns on a Web site using model-based clustering. KDD 2000: 280-284
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDmitry Pavlov, Darya Chudova, Padhraic Smyth: Towards scalable support vector machines using squashing. KDD 2000: 295-299
c31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor V. Cadez, Padhraic Smyth: Model Complexity, Goodness of Fit and Diminishing Returns. NIPS 2000: 388-394
c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDmitry Pavlov, Heikki Mannila, Padhraic Smyth: Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets. UAI 2000: 465-472
1999
j22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, David Wolpert: Linearly Combining Density Estimators via Stacking. Machine Learning 36(1-2): 59-83 (1999)
j21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Discussion on the paper by Friedman and Fisher. Statistics and Computing 9(2): 149-150 (1999)
c29no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Joint probabilistic clustering of multivariate and sequential data. AISTATS 1999
c28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIgor V. Cadez, Christine E. McLaren, Padhraic Smyth, Geoffrey J. McLachlan: Hierarchical Models for Screening of Iron Deficiency Anemia. ICML 1999: 77-86
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott Gaffney, Padhraic Smyth: Trajectory Clustering with Mixtures of Regression Models. KDD 1999: 63-72
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHeikki Mannila, Dmitry Pavlov, Padhraic Smyth: Prediction with Local Patterns using Cross-Entropy. KDD 1999: 357-361
c25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXianping Ge, Wanda Pratt, Padhraic Smyth: Discovering Chinese Words from Unsegmented Text (poster abstract). SIGIR 1999: 271-272
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXianping Ge, David Eppstein, Padhraic Smyth: The Distribution of Cycle Lengths in Graphical Models for Iterative Decoding .CoRR cs.DM/9907002 (1999)
1998
j20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael C. Burl, Lars Asker, Padhraic Smyth, Usama M. Fayyad, Pietro Perona, Larry Crumpler, Jayne Aubele: Learning to Recognize Volcanoes on Venus. Machine Learning 30(2-3): 165-194 (1998)
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGautam Das, King-Ip Lin, Heikki Mannila, Gopal Renganathan, Padhraic Smyth: Rule Discovery from Time Series. KDD 1998: 16-22
1997
j19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClark Glymour, David Madigan, Daryl Pregibon, Padhraic Smyth: Statistical Themes and Lessons for Data Mining. Data Min. Knowl. Discov. 1(1): 11-28 (1997)
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPat Langley, Gregory M. Provan, Padhraic Smyth: Learning with Probabilistic Representations. Machine Learning 29(2-3): 91-101 (1997)
j17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, David Heckerman, Michael I. Jordan: Probabilistic Independence Networks for Hidden Markov Probability Models. Neural Computation 9(2): 227-269 (1997)
j16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Belief networks, hidden Markov models, and Markov random fields: A unifying view. Pattern Recognition Letters 18(11-13): 1261-1268 (1997)
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarla E. Brodley, Padhraic Smyth: Applying classification algorithms in practice. Statistics and Computing 7(1): 45-56 (1997)
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWilliam Rodman Shankle, Subramani Mani, Michael J. Pazzani, Padhraic Smyth: Detecting Very Early Stages of Dementia from Normal Aging with Machine Learning Methods. AIME 1997: 73-85
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSubramani Mani, William Rodman Shankle, Michael J. Pazzani, Padhraic Smyth, Malcolm B. Dick: Differential Diagnosis of Dementia: A Knowledge Discovery and Data Mining (KDD) Approach. AMIA 1997
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEamonn J. Keogh, Padhraic Smyth: A Probabilistic Approach to Fast Pattern Matching in Time Series Databases. KDD 1997: 24-30
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, David Wolpert: Anytime Exploratory Data Analysis for Massive Data Sets. KDD 1997: 54-60
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Michael Ghil, Kayo Ide, Joseph Roden, Andrew Fraser: Detecting Atmospheric Regimes Using Cross-Validated Clustering. KDD 1997: 61-66
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, David Wolpert: Stacked Density Estimation. NIPS 1997: 668-674
1996
j14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUsama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: From Data Mining to Knowledge Discovery in Databases. AI Magazine 17(3): 37-54 (1996)
j13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUsama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: The KDD Process for Extracting Useful Knowledge from Volumes of Data. Commun. ACM 39(11): 27-34 (1996)
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClark Glymour, David Madigan, Daryl Pregibon, Padhraic Smyth: Statistical Inference and Data Mining. Commun. ACM 39(11): 35-41 (1996)
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Bounds on the mean classification error rate of multiple experts. Pattern Recognition Letters 17(12): 1253-1257 (1996)
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUsama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: Knowledge Discovery and Data Mining: Towards a Unifying Framework. KDD 1996: 82-88
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Clustering Using Monte Carlo Cross-Validation. KDD 1996: 126-133
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Clustering Sequences with Hidden Markov Models. NIPS 1996: 648-654
p3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUsama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth: From Data Mining to Knowledge Discovery: An Overview. Advances in Knowledge Discovery and Data Mining 1996: 1-34
p2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Usama M. Fayyad, Michael C. Burl, Pietro Perona: Modeling Subjective Uncertainty in Image Annotation. Advances in Knowledge Discovery and Data Mining 1996: 517-539
e1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUsama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, Ramasamy Uthurusamy: Advances in Knowledge Discovery and Data Mining. AAAI/MIT Press 1996, ISBN 0-262-56097-6
1995
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUsama M. Fayyad, Padhraic Smyth, Nicholas Weir, S. George Djorgovski: Automated Analysis and Exploration of Image Databases: Results, Progress, and Challenges. J. Intell. Inf. Syst. 4(1): 7-25 (1995)
c14no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Alexander G. Gray, Usama M. Fayyad: Retrofitting Decision Tree Classifiers Using Kernel Density Estimation. ICML 1995: 506-514
1994
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGregory Piatetsky-Shapiro, Christopher J. Matheus, Padhraic Smyth, Ramasamy Uthurusamy: KDD-93: Progress and Challenges in Knowledge Discovery in Databases. AI Magazine 15(3): 77-82 (1994)
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Markov monitoring with unknown states. IEEE Journal on Selected Areas in Communications 12(9): 1600-1612 (1994)
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Hidden Markov models for fault detection in dynamic system. Pattern Recognition 27(1): 149-164 (1994)
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZheng Zeng, Rodney M. Goodman, Padhraic Smyth: Discrete recurrent neural networks for grammatical inference. IEEE Trans. Neural Networks 5(2): 320-330 (1994)
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael C. Burl, Usama M. Fayyad, Pietro Perona, Padhraic Smyth: Automating the hunt for volcanoes on Venus. CVPR 1994: 302-309
c12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLUsama M. Fayyad, Padhraic Smyth: The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach. DL 1994: 225-249
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael C. Burl, Usama M. Fayyad, Pietro Perona, Padhraic Smyth: Automated Analysis of Radar Imagery of Venus: Handling Lack of Ground Truth. ICIP (3) 1994: 236-240
c10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Michael C. Burl, Usama M. Fayyad, Pietro Perona: Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth. KDD Workshop 1994: 109-120
c9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Usama M. Fayyad, Michael C. Burl, Pietro Perona, Pierre Baldi: Inferring Ground Truth from Subjective Labelling of Venus Images. NIPS 1994: 1085-1092
1993
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZheng Zeng, Rodney M. Goodman, Padhraic Smyth: Learning Finite State Machines With Self-Clustering Recurrent Networks. Neural Computation 5(6): 976-990 (1993)
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn W. Miller, Rodney M. Goodman, Padhraic Smyth: On loss functions which minimize to conditional expected values and posterior proba- bilities. IEEE Trans. Information Theory 39(4): 1404-1408 (1993)
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: Probabilistic Anomaly Detection in Dynamic Systems. NIPS 1993: 825-832
1992
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRodney M. Goodman, Charles M. Higgins, John W. Miller, Padhraic Smyth: Rule-Based Neural Networks for Classification and Probability Estimation. Neural Computation 4(6): 781-804 (1992)
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Rodney M. Goodman: An Information Theoretic Approach to Rule Induction from Databases. IEEE Trans. Knowl. Data Eng. 4(4): 301-316 (1992)
c7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Jeff Mellstrom: Detecting Novel Classes with Applications to Fault Diagnosis. ML 1992: 416-425
1991
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Jeff Mellstrom: Fault Diagnosis of Antenna Pointing Systems Using Hybrid Neural Network and Signal Processing Models. NIPS 1991: 667-674
p1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Rodney M. Goodman: Rule Induction Using Information Theory. Knowledge Discovery in Databases 1991: 159-176
1990
c5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth, Rodney M. Goodman, Charles M. Higgins: A Hybrid Rule-Based/Bayesian Classifier. ECAI 1990: 610-615
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPadhraic Smyth: On Stochastic Complexity and Admissible Models for Neural Network Classifiers. NIPS 1990: 818-824
1989
c3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRodney M. Goodman, Padhraic Smyth: The Induction of Probabilistic Rule Sets - The Itrule Algorithm. ML 1989: 129-132
1988
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRodney M. Goodman, Padhraic Smyth: Decision tree design from a communication theory standpoint. IEEE Trans. Information Theory 34(5): 979-994 (1988)
c2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRodney M. Goodman, Padhraic Smyth: Information-Theoretic Rule Induction. ECAI 1988: 357-362
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRodney M. Goodman, John W. Miller, Padhraic Smyth: An Information Theoretic Approach to Rule-Based Connectionist Expert Systems. NIPS 1988: 256-263

Coauthor Index

1Bogi Andersen[j42] [j38]
2Chidanand Apté
Chid Apté
[e2] [j27]
3Petter Arnesen[j49]
4Lars Asker[j20]
5Arthur U. Asuncion[j45] [i9] [c91] [c89] [c86] [c85] [c82] [j37] [c80] [c77] [c76] [c72]
6David C. Atkins[j50] [c104]
7Jayne Aubele[j20]
8Kevin Bache[i13] [c98]
9Anoop Korattikara Balan[c103]
10Pierre Baldi[b2] [c9]
11Michael J. Bannister[c95] [i4]
12Stephen D. Bay[j23]
13James Bennett[j36]
14Margaret Blume-Kohout[c108]
15Svetlin Bostandjiev[j45]
16Levi Boyles[c97] [i11]
17Carla E. Brodley[j15]
18Michael C. Burl[j20] [p2] [c13] [c11] [c10] [c9]
19Carter T. Butts[c100] [c86]
20Igor V. Cadez[j30] [j26] [c44] [c42] [c39] [c37] [c34] [c33] [c31] [c28]
21Erick Cantú-Paz[c44]
22Rich Caruana[j44]
23America Chambers[j46] [i3] [c83]
24Chaitanya Chemudugunta[j43] [j39] [c79] [c75] [i2] [c73] [c69] [c67] [c65]
25Darya Chudova[j38] [j31] [c50] [c48] [c46] [c43] [c32]
26Larry Crumpler[j20]
27Gautam Das[c24]
28Dennis DeCoste[i13]
29Kameryn Denaro[c109]
30Misha Denil[c105]
31Malcolm B. Dick[c22]
32S. George Djorgovski[j10]
33Christopher DuBois[c103] [j47] [c100] [c97] [c95] [i11] [c92] [i4] [c90] [c86] [c84]
34Charles Elkan[j41] [j36]
35David Eppstein[c95] [i4] [j25] [i1]
36James H. Fallon[j33]
37Christos Faloutsos[j28]
38Usama M. Fayyad[j20] [j14] [j13] [c17] [p3] [p2] [e1] [j10] [c14] [c13] [c12] [c11] [c10] [c9]
39James R. Foulds[c101] [c99] [c97] [i11] [c90] [c88] [c87] [c86]
40Andrew J. Frank[j48] [c93] [c81]
41Paolo Frasconi[b2]
42Andrew Fraser[c19]
43Nando de Freitas[c105]
44Scott Gaffney[c57] [c53] [c50] [c46] [c34] [c27]
45Garren Gaut[j50]
46Xianping Ge[c52] [j25] [c35] [c25] [i1]
47Michael Ghil[c19]
48Joydeep Ghosh[j44] [e2]
49Clark Glymour[j19] [j12]
50Rodney M. Goodman[j6] [j5] [j4] [j3] [j2] [p1] [c5] [c3] [j1] [c2] [c1]
51Alexander G. Gray[c14]
52Brynjar Gretarsson[j45]
53Thomas L. Griffiths[i5] [j39] [c58] [c54]
54Kat Hagedorn[c73]
55Kevin Hallgren[c104]
56David J. Hand[b1]
57Christopher E. Hart[c48]
58David Heckerman[j30] [c33] [j17]
59Charles M. Higgins[j3] [c5]
60Tobias Höllerer[j45]
61America Holloway[c75]
62Tracy Holsclaw[j49]
63David R. Hunter[c91] [c89]
64Jon Hutchins[c78] [j35] [c68] [j32]
65Kayo Ide[c19]
66Alexander T. Ihler[j48] [c93] [i8] [c87] [j42] [c85] [c82] [j38] [c81] [c78] [c77] [j35] [c68] [c64]
67Alex Ihter[c62]
68Zac E. Imel[j50] [c104]
69Michael I. Jordan[j17]
70Chandrika Kamath[c44] [c42]
71James L. Kennedy[j33]
72Eamonn J. Keogh[c21]
73Dennis F. Kibler[j23]
74Seyoung Kim[i6] [j40] [j34] [c66] [c63] [c60] [c56]
75Sergey Kirshner[i7] [c74] [c55] [c51] [c44] [c42]
76Dimitrios Kotzias[c107] [c105]
77Ralf Krestel[c108] [c96]
78Pat Langley[j18]
79Moshe Lichman[c107] [c102]
80Kevin K. Lin[j42] [j38]
81King-Ip Lin[c24]
82Bing Liu 0001[j36] [j27]
83Qiang Liu[j42] [c85] [c82]
84Stefan Luther[i6] [c56]
85Fabio Macciardi[j33]
86David Madigan[j19] [j12]
87Subramani Mani[c23] [c22]
88Heikki Mannila[i12] [j29] [b1] [c39] [c36] [c30] [c26] [c24]
89Christopher J. Matheus[j9]
90Geoffrey J. McLachlan[j26] [c28]
91Christine E. McLaren[j26] [c28]
92Christopher Meek[j30] [c33]
93Jeff Mellstrom[c7] [c6]
94John W. Miller[j4] [j3] [c1]
95Eric Mjolsness[c50] [c48]
96Eric T. Nalisnick[c108]
97Nicholas Navaroli
Nicholas Martin Navaroli
[c106] [j47] [c92] [c87]
98David Newman[c98] [j45] [j37] [c77] [c73] [c72] [c69] [c67]
99Ann E. Nicholson
Ann Nicholson
[e3] [i10]
100John O'Donovan[j45]
101Joshua O'Madadhain[j32] [c61]
102Sridevi Parise[c52] [c51]
103Jihyun Park[c109] [c108]
104Dmitry Pavlov[i12] [j29] [c47] [c38] [c32] [c30] [c26]
105Michael J. Pazzani[j23] [c23] [c22]
106Edwin P. D. Pednault[j27]
107Pietro Perona[j20] [p2] [c13] [c11] [c10] [c9]
108Gregory Piatetsky-Shapiro[j14] [j13] [c17] [p3] [e1] [j9]
109Ian Porteous[i8] [c77] [c62]
110Steven G. Potkin[j33]
111Wanda Pratt[c25]
112Daryl Pregibon[j28] [j19] [j12]
113Gregory M. Provan[j18]
114Gopal Renganathan[c24]
115Andrew Robertson[i7] [c55]
116Joseph Roden[c19]
117Fernando Rodriguez[c109]
118Michal Rosen-Zvi[i5] [j39] [c58] [c54]
119Timothy N. Rubin[j46] [i3]
120William Rodman Shankle[c23] [c22]
121Vivek Srikumar[c104]
122Hal S. Stern[j40] [c66] [c60]
123Mark Steyvers[j50] [j46] [i5] [j43] [i3] [j39] [c83] [c79] [c75] [i2] [c69] [c65] [c58] [c54]
124Michael Tanana[c104]
125Yee Whye Teh[i9] [c80]
126Domonkos Tikk[j36]
127Andrew Tomkins[j44]
128Jessica A. Turner[j33] [c60]
129Ramasamy Uthurusamy[e1] [j9]
130Duy Quang Vu[c91] [c89]
131Mark Warschauer[c109]
132Nicholas Weir[j10]
133Max Welling[c103] [c97] [i11] [i9] [i8] [j37] [c80] [c77] [c76] [c72] [c62]
134Scott White[c59] [c49]
135Steven White[j30] [c33]
136David Wolpert[j22] [c20] [c18]
137Zheng Zeng[j6] [j5]

 

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