Padhraic Smyth - Publications

Affiliations: 
University of California, Irvine, Irvine, CA 
Area:
Computer Science, Statistics

73/210 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2016 Holsclaw T, Greene AM, Robertson AW, Smyth P. A bayesian hidden markov model of daily precipitation over South and East Asia Journal of Hydrometeorology. 17: 3-25. DOI: 10.1175/Jhm-D-14-0142.1  1
2016 Haffke C, Magnusdottir G, Henke D, Smyth P, Peings Y. Daily states of the March-April east Pacific ITCZ in three decades of high-resolution satellite data Journal of Climate. 29: 2981-2995. DOI: 10.1175/Jcli-D-15-0224.1  1
2015 Gaut G, Steyvers M, Imel Z, Atkins D, Smyth P. Content Coding of Psychotherapy Transcripts Using Labeled Topic Models. Ieee Journal of Biomedical and Health Informatics. PMID 26625437 DOI: 10.1109/Jbhi.2015.2503985  0.32
2015 Holsclaw T, Hallgren KA, Steyvers M, Smyth P, Atkins DC. Measurement Error and Outcome Distributions: Methodological Issues in Regression Analyses of Behavioral Coding Data. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors. PMID 26098126 DOI: 10.1037/Adb0000091  1
2014 Salmans ML, Yu Z, Watanabe K, Cam E, Sun P, Smyth P, Dai X, Andersen B. The co-factor of LIM domains (CLIM/LDB/NLI) maintains basal mammary epithelial stem cells and promotes breast tumorigenesis. Plos Genetics. 10: e1004520. PMID 25079073 DOI: 10.1371/Journal.Pgen.1004520  1
2014 Atkins DC, Steyvers M, Imel ZE, Smyth P. Scaling up the evaluation of psychotherapy: evaluating motivational interviewing fidelity via statistical text classification. Implementation Science : Is. 9: 49. PMID 24758152 DOI: 10.1186/1748-5908-9-49  1
2013 DuBois C, Butts CT, McFarland D, Smyth P. Hierarchical models for relational event sequences Journal of Mathematical Psychology. 57: 297-309. DOI: 10.1016/J.Jmp.2013.04.001  1
2012 Geyfman M, Kumar V, Liu Q, Ruiz R, Gordon W, Espitia F, Cam E, Millar SE, Smyth P, Ihler A, Takahashi JS, Andersen B. Brain and muscle Arnt-like protein-1 (BMAL1) controls circadian cell proliferation and susceptibility to UVB-induced DNA damage in the epidermis. Proceedings of the National Academy of Sciences of the United States of America. 109: 11758-63. PMID 22753467 DOI: 10.1073/Pnas.1209592109  1
2012 Gretarsson B, O'Donovan J, Bostandjiev S, Höllerer T, Asuncion A, Newman D, Smyth P. Topicnets: Visual analysis of large text corpora with topic modeling Acm Transactions On Intelligent Systems and Technology. 3. DOI: 10.1145/2089094.2089099  1
2012 Henke D, Smyth P, Haffke C, Magnusdottir G. Automated analysis of the temporal behavior of the double Intertropical Convergence Zone over the east Pacific Remote Sensing of Environment. 123: 418-433. DOI: 10.1016/J.Rse.2012.03.022  1
2012 Rubin TN, Chambers A, Smyth P, Steyvers M. Statistical topic models for multi-label document classification Machine Learning. 88: 157-208. DOI: 10.1007/S10994-011-5272-5  1
2011 Steyvers M, Smyth P, Chemuduganta C. Combining background knowledge and learned topics. Topics in Cognitive Science. 3: 18-47. PMID 25164174 DOI: 10.1111/J.1756-8765.2010.01097.X  1
2011 Bain CL, De Paz J, Kramer J, Magnusdottir G, Smyth P, Stern H, Wang CC. Detecting the ITCZ in instantaneous satellite data using spatiotemporal statistical modeling: ITCZ climatology in the East Pacific Journal of Climate. 24: 216-230. DOI: 10.1175/2010Jcli3716.1  1
2011 Van Leeuwen TT, Frank AJ, Jin Y, Smyth P, Goulden ML, Van Der Werf GR, Randerson JT. Optimal use of land surface temperature data to detect changes in tropical forest cover Journal of Geophysical Research: Biogeosciences. 116. DOI: 10.1029/2010Jg001488  1
2011 Asuncion AU, Smyth P, Welling M. Asynchronous distributed estimation of topic models for document analysis Statistical Methodology. 8: 3-17. DOI: 10.1016/J.Stamet.2010.03.002  1
2011 Greene AM, Robertson AW, Smyth P, Triglia S. Downscaling projections of Indian monsoon rainfall using a non-homogeneous hidden Markov model Quarterly Journal of the Royal Meteorological Society. 137: 347-359. DOI: 10.1002/Qj.788  1
2010 Liu Q, Lin KK, Andersen B, Smyth P, Ihler A. Estimating replicate time shifts using Gaussian process regression. Bioinformatics (Oxford, England). 26: 770-6. PMID 20147305 DOI: 10.1093/Bioinformatics/Btq022  1
2010 Scharenbroich L, Magnusdottir G, Smyth P, Stern H, Wang CC. A Bayesian framework for storm tracking using a hidden-state repres Monthly Weather Review. 138: 2132-2148. DOI: 10.1175/2009Mwr2944.1  1
2010 DuBois C, Smyth P. Modeling relational events via latent classes Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 803-812. DOI: 10.1145/1835804.1835906  1
2010 Smyth P, Elkan C. Technical perspective Creativity helps influence prediction precision Communications of the Acm. 53: 88. DOI: 10.1145/1721654.1721678  1
2010 Rosen-Zvi M, Chemudugunta C, Griffiths T, Smyth P, Steyvers M. Learning author-topic models from text corpora Acm Transactions On Information Systems. 28. DOI: 10.1145/1658377.1658381  1
2010 Bain CL, Magnusdottir G, Smyth P, Stern H. Diurnal cycle of the Intertropical Convergence Zone in the east Pacific Journal of Geophysical Research Atmospheres. 115. DOI: 10.1029/2010Jd014835  1
2010 Hutchins J, Ihler A, Smyth P. Probabilistic analysis of a large-scale urban traffic sensor data set Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5840: 94-114. DOI: 10.1007/978-3-642-12519-5_6  1
2009 Chudova D, Ihler A, Lin KK, Andersen B, Smyth P. Bayesian detection of non-sinusoidal periodic patterns in circadian expression data. Bioinformatics (Oxford, England). 25: 3114-20. PMID 19773336 DOI: 10.1093/Bioinformatics/Btp547  1
2009 Lin KK, Kumar V, Geyfman M, Chudova D, Ihler AT, Smyth P, Paus R, Takahashi JS, Andersen B. Circadian clock genes contribute to the regulation of hair follicle cycling. Plos Genetics. 5: e1000573. PMID 19629164 DOI: 10.1371/Journal.Pgen.1000573  1
2008 Friedman L, Stern H, Brown GG, Mathalon DH, Turner J, Glover GH, Gollub RL, Lauriello J, Lim KO, Cannon T, Greve DN, Bockholt HJ, Belger A, Mueller B, Doty MJ, ... ... Smyth P, et al. Test-retest and between-site reliability in a multicenter fMRI study. Human Brain Mapping. 29: 958-72. PMID 17636563 DOI: 10.1002/Hbm.20440  1
2008 Smyth P, Kirshner S. Comment on article by Rydén Bayesian Analysis. 3: 699-706. DOI: 10.1214/08-Ba326B  1
2008 Chemudugunta C, Smyth P, Steyvers M. Combining concept hierarchies and statistical topic models International Conference On Information and Knowledge Management, Proceedings. 1469-1470. DOI: 10.1145/1458082.1458337  1
2007 Camargo SJ, Robertson AW, Gaffney SJ, Smyth P, Ghil M. Cluster analysis of typhoon tracks. Part II: Large-scale circulation and ENSO Journal of Climate. 20: 3654-3676. DOI: 10.1175/Jcli4203.1  1
2007 Camargo SJ, Robertson AW, Gaffney SJ, Smyth P, Ghil M. Cluster analysis of typhoon tracks. Part I. General properties Journal of Climate. 20: 3635-3653. DOI: 10.1175/Jcli4188.1  1
2007 Ihler A, Hutchins J, Smyth P. Learning to detect events with Markov-modulated poisson processes Acm Transactions On Knowledge Discovery From Data. 1. DOI: 10.1145/1297332.1297337  1
2007 Kirshner S, Smyth P. Infinite mixtures of trees Acm International Conference Proceeding Series. 227: 417-423. DOI: 10.1145/1273496.1273549  1
2007 Hutchins J, Ihler A, Smyth P. Modeling count data from multiple sensors: A building occupancy model 2007 2nd Ieee International Workshop On Computational Advances in Multi-Sensor Adaptive Processing, Campsap. 241-244. DOI: 10.1109/CAMSAP.2007.4498010  1
2007 Ihler AT, Kirshner S, Ghil M, Robertson AW, Smyth P. Graphical models for statistical inference and data assimilation Physica D: Nonlinear Phenomena. 230: 72-87. DOI: 10.1016/J.Physd.2006.08.023  1
2007 Gaffney SJ, Robertson AW, Smyth P, Camargo SJ, Ghil M. Probabilistic clustering of extratropical cyclones using regression mixture models Climate Dynamics. 29: 423-440. DOI: 10.1007/S00382-007-0235-Z  1
2007 Kim S, Smyth P. Hierarchical Dirichlet processes with random effects Advances in Neural Information Processing Systems. 697-704.  1
2006 Turner JA, Smyth P, Macciardi F, Fallon JH, Kennedy JL, Potkin SG. Imaging phenotypes and genotypes in schizophrenia. Neuroinformatics. 4: 21-49. PMID 16595857 DOI: 10.1385/Ni:4:1:21  1
2006 Robertson AW, Kirshner S, Smyth P, Charles SP, Bates BC. Subseasonal-to-interdecadal variability of the Australian monsoon over North Queensland Quarterly Journal of the Royal Meteorological Society. 132: 519-542. DOI: 10.1256/Qj.05.75  1
2006 Kim S, Smyth P. Segmental hidden Markov models with random effects for waveform modeling Journal of Machine Learning Research. 7: 945-969. DOI: 10.1109/JSSC.2006.870744  1
2006 Newman D, Chemudugunta C, Smyth P, Steyvers M. Analyzing entities and topics in news articles using statistical topic models Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3975: 93-104. DOI: 10.1007/11760146_9  1
2006 Smyth P. Data-driven discovery using probabilistic hidden variable models Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4264: 28.  1
2005 White S, Smyth P. A spectral clustering approach to finding communities in graphs Proceedings of the 2005 Siam International Conference On Data Mining, Sdm 2005. 274-285.  1
2004 Lin KK, Chudova D, Hatfield GW, Smyth P, Andersen B. Identification of hair cycle-associated genes from time-course gene expression profile data by using replicate variance. Proceedings of the National Academy of Sciences of the United States of America. 101: 15955-60. PMID 15520371 DOI: 10.1073/Pnas.0407114101  1
2004 Robertson AW, Kirshner S, Smyth P. Downscaling of daily rainfall occurrence over Northeast Brazil using a hidden Markov model Journal of Climate. 17: 4407-4424. DOI: 10.1175/Jcli-3216.1  1
2003 Chudova D, Gaffney S, Mjolsness E, Smyth P. Translation-invariant mixture models for curve clustering Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 79-88. DOI: 10.1145/956750.956763  1
2003 Cadez I, Heckerman D, Meek C, Smyth P, White S. Model-Based Clustering and Visualization of Navigation Patterns on a Web Site Data Mining and Knowledge Discovery. 7: 399-424. DOI: 10.1023/A:1024992613384  1
2003 Chudova D, Smyth P. Analysis of Pattern Discovery in Sequences Using a Bayes Error Framework Data Mining and Knowledge Discovery. 7: 273-299. DOI: 10.1023/A:1024032204965  1
2002 Cadez IV, Smyth P, McLachlan GJ, McLaren CE. Maximum likelihood estimation of mixture densities for binned and truncated multivariate data Machine Learning. 47: 7-34. DOI: 10.1023/A:1013679611503  1
2002 Smyth P. Learning with mixture models: Concepts and applications Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2430: 529.  1
2002 Chudova D, Smyth P. Pattern discovery in sequences under a Markov assumption Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 153-162.  1
2001 Ge X, Eppstein D, Smyth P. The distribution of loop lengths in graphical models for turbo decoding Ieee Transactions On Information Theory. 47: 2549-2553. DOI: 10.1109/18.945266  1
2001 Cadez IV, Smyth P. Model complexity, goodness of fit and diminishing returns Advances in Neural Information Processing Systems 1
2001 Pavlov D, Smyth P. Probabilistic query models for transaction data Proceedings of the Seventh Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 164-173.  1
2000 Smyth P. Data mining: Data analysis on a grand scale? Statistical Methods in Medical Research. 9: 309-327. PMID 11084711 DOI: 10.1177/096228020000900402  1
2000 Smyth P. Model selection for probabilistic clustering using cross-validated likelihood Statistics and Computing. 10: 63-72. DOI: 10.1023/A:1008940618127  1
2000 Cadez IV, Smyth P. On model selection and concavity for finite mixture models Ieee International Symposium On Information Theory - Proceedings. 323.  1
2000 Ge X, Smyth P. Deformable Markov model templates for time-series pattern matching Proceeding of the Sixth Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 81-90.  1
1998 Smyth P, Wolpert D. Stacked density estimation Advances in Neural Information Processing Systems. 668-674.  1
1997 Smyth P, Heckerman D, Jordan MI. Probabilistic independence networks for hidden Markov probability models. Neural Computation. 9: 227-69. PMID 9117903 DOI: 10.1162/Neco.1997.9.2.227  1
1997 Glymour C, Madigan D, Pregibon D, Smyth P. Statistical themes and lessons for data mining Data Mining and Knowledge Discovery. 1: 11-28. DOI: 10.1023/A:1009773905005  1
1997 Smyth P. Belief networks, hidden Markov models, and Markov random fields: A unifying view Pattern Recognition Letters. 18: 1261-1268. DOI: 10.1016/S0167-8655(97)01050-7  1
1997 Shankle WR, Mani S, Pazzani MJ, Smyth P. Detecting very early stages of dementia from normal aging with machine learning methods Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1211: 73-85. DOI: 10.1007/BFb0029438  1
1997 Smyth P. Clustering sequences with hidden Markov models Advances in Neural Information Processing Systems. 648-654.  1
1996 Glymour C, Madigan D, Pregibon D, Smyth P. Statistical Inference and Data Mining Communications of the Acm. 39: 35-41. DOI: 10.1145/240455.240466  1
1996 Smyth P. Bounds on the mean classification error rate of multiple experts Pattern Recognition Letters. 17: 1253-1257. DOI: 10.1016/0167-8655(96)00105-5  1
1994 Zeng Z, Goodman RM, Smyth P. Discrete recurrent neural networks for grammatical inference. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 5: 320-30. PMID 18267800 DOI: 10.1109/72.279194  1
1994 Smyth P. Markov Monitoring with Unknown States Ieee Journal On Selected Areas in Communications. 12: 1600-1612. DOI: 10.1109/49.339929  1
1994 Smyth P. Hidden Markov models for fault detection in dynamic systems Pattern Recognition. 27: 149-164. DOI: 10.1016/0031-3203(94)90024-8  1
1993 Zeng Z, Goodman RM, Smyth P. Self-clustering recurrent networks Ieee International Conference On Neural Networks - Conference Proceedings. 1993: 33-38. DOI: 10.1109/ICNN.1993.298535  1
1992 Smyth P, Goodman RM. An Information Theoretic Approach To Rule Induction From Databases Ieee Transactions On Knowledge and Data Engineering. 4: 301-316. DOI: 10.1109/69.149926  1
1992 Smyth P. Admissible stochastic complexity models for classification problems Statistics and Computing. 2: 97-104. DOI: 10.1007/Bf01889588  1
1990 Goodman RM, Smyth P. Decision tree design using information theory Knowledge Acquisition. 2: 1-19. DOI: 10.1016/S1042-8143(05)80020-2  1
1988 Goodman RM, Smyth P. Decision Tree Design from a Communication Theory Standpoint Ieee Transactions On Information Theory. 34: 979-994. DOI: 10.1109/18.21221  1
Low-probability matches
2021 Mamalakis A, Randerson JT, Yu JY, Pritchard MS, Magnusdottir G, Smyth P, Levine PA, Yu S, Foufoula-Georgiou E. Zonally contrasting shifts of the tropical rainbelt in response to climate change. Nature Climate Change. 11: 143-151. PMID 34163539 DOI: 10.1038/s41558-020-00963-x  0.04
2010 Kim S, Smyth P, Stern H. A Bayesian mixture approach to modeling spatial activation patterns in multisite fMRI data. Ieee Transactions On Medical Imaging. 29: 1260-74. PMID 20304727 DOI: 10.1109/Tmi.2010.2044045  0.04
2006 Kim S, Smyth P, Stern H. A nonparametric bayesian approach to detecting spatial activation patterns in fMRI data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9: 217-24. PMID 17354775  0.04
2005 Kim S, Smyth P, Stern H, Turner J. Parametric response surface models for analysis of multi-site fMRI data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 8: 352-9. PMID 16685865 DOI: 10.1007/11566465_44  0.04
2021 Do H, Nandi S, Putzel P, Smyth P, Zhong J. Joint Fairness Model with Applications to Risk Predictions for Under-represented Populations. Arxiv. PMID 34012993  0.01
2021 Park J, Jindal A, Kuo P, Tanana M, Lafata JE, Tai-Seale M, Atkins DC, Imel ZE, Smyth P. Automated rating of patient and physician emotion in primary care visits. Patient Education and Counseling. PMID 33468364 DOI: 10.1016/j.pec.2021.01.004  0.01
2020 Stevens A, Willett R, Mamalakis A, Foufoula-Georgiou E, Tejedor A, Randerson JT, Smyth P, Wright S. Graph-Guided Regularized Regression of Pacific Ocean Climate Variables to Increase Predictive Skill of Southwestern U.S. Winter Precipitation. Journal of Climate. 34: 737-754. PMID 34045793 DOI: 10.1175/jcli-d-20-0079.1  0.01
2020 Chen Y, Randerson JT, Coffield SR, Foufoula-Georgiou E, Smyth P, Graff CA, Morton DC, Andela N, van der Werf GR, Giglio L, Ott LE. Forecasting Global Fire Emissions on Subseasonal to Seasonal (S2S) Time Scales. Journal of Advances in Modeling Earth Systems. 12: e2019MS001955. PMID 33042387 DOI: 10.1029/2019Ms001955  0.01
2020 Fischer C, Pardos ZA, Baker RS, Williams JJ, Smyth P, Yu R, Slater S, Baker R, Warschauer M. Mining Big Data in Education: Affordances and Challenges: Review of Research in Education. 44: 130-160. DOI: 10.3102/0091732X20903304  0.01
2020 Baker R, Xu D, Park J, Yu R, Li Q, Cung B, Fischer C, Rodriguez F, Warschauer M, Smyth P. The benefits and caveats of using clickstream data to understand student self-regulatory behaviors: opening the black box of learning processes International Journal of Educational Technology in Higher Education. 17: 17. DOI: 10.1186/S41239-020-00187-1  0.01
2020 Galbraith C, Smyth P, Stern HS. Quantifying the association between discrete event time series with applications to digital forensics Journal of the Royal Statistical Society: Series a (Statistics in Society). 183: 1005-1027. DOI: 10.1111/Rssa.12549  0.01
2020 Graff CA, Coffield SR, Chen Y, Foufoula-Georgiou E, Randerson JT, Smyth P. Forecasting Daily Wildfire Activity Using Poisson Regression Ieee Transactions On Geoscience and Remote Sensing. 58: 4837-4851. DOI: 10.1109/Tgrs.2020.2968029  0.01
2019 Coffield SR, Graff CA, Chen Y, Smyth P, Foufoula-Georgiou E, Randerson JT. Machine learning to predict final fire size at the time of ignition. International Journal of Wildland Fire. 28: 861-873. PMID 34045840 DOI: 10.1071/wf19023  0.01
2019 Ji D, Putzel P, Qian Y, Chang I, Mandava A, Scheuermann RH, Bui JD, Wang HY, Smyth P. Machine Learning of Discriminative Gate Locations for Clinical Diagnosis. Cytometry. Part a : the Journal of the International Society For Analytical Cytology. PMID 31691488 DOI: 10.1002/Cyto.A.23906  0.01
2019 Park J, Kotzias D, Kuo P, Logan Iv RL, Merced K, Singh S, Tanana M, Karra Taniskidou E, Lafata JE, Atkins DC, Tai-Seale M, Imel ZE, Smyth P. Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions. Journal of the American Medical Informatics Association : Jamia. PMID 31532490 DOI: 10.1093/Jamia/Ocz140  0.01
2019 Kotzias D, Lichman M, Smyth P. Predicting Consumption Patterns with Repeated and Novel Events Ieee Transactions On Knowledge and Data Engineering. 31: 371-384. DOI: 10.1109/Tkde.2018.2832132  0.01
2019 Coffield SR, Graff CA, Chen Y, Smyth P, Foufoula-Georgiou E, Randerson JT. Machine learning to predict final fire size at the time of ignition International Journal of Wildland Fire. 28: 861. DOI: 10.1071/Wf19023  0.01
2018 Hipp JR, Bates C, Lichman M, Smyth P. Using Social Media to Measure Temporal Ambient Population: Does it Help Explain Local Crime Rates? Justice Quarterly. 36: 718-748. DOI: 10.1080/07418825.2018.1445276  0.01
2017 Blei DM, Smyth P. Science and data science. Proceedings of the National Academy of Sciences of the United States of America. PMID 28784795 DOI: 10.1073/Pnas.1702076114  0.01
2017 Holsclaw T, Greene AM, Robertson AW, Smyth P. Bayesian nonhomogeneous Markov models via Pólya-Gamma data augmentation with applications to rainfall modeling The Annals of Applied Statistics. 11: 393-426. DOI: 10.1214/16-Aoas1009  0.01
2017 Galbraith C, Smyth P. Analyzing user-event data using score-based likelihood ratios with marked point processes Digital Investigation. 22: S106-S114. DOI: 10.1016/J.Diin.2017.06.009  0.01
2016 Smyth PPA. The thyroid and breast cancer Current Opinion in Endocrinology, Diabetes and Obesity. DOI: 10.1097/MED.0000000000000273  0.01
2016 Arnesen P, Holsclaw T, Smyth P. Bayesian Detection of Changepoints in Finite-State Markov Chains for Multiple Sequences Technometrics. 58: 205-213. DOI: 10.1080/00401706.2015.1044118  0.01
2016 Deeming C, Smyth P. Reassessing the ‘Social Investment Perspective’ for ‘Inclusive Growth’: Where do Older Workers Fit? Social Policy and Society. 1-16. DOI: 10.1017/S1474746416000233  0.01
2015 Kim PH, Jung W. Does domestic welfare reform spill into development assistance overseas?: The South Korean case Inclusive Growth, Development and Welfare Policy: a Critical Assessment. 32-47. DOI: 10.4324/9781315732626  0.01
2014 Smyth P. Ebooks and the digital paratext: Emerging trends in the interpretation of digital media Examining Paratextual Theory and Its Applications in Digital Culture. 314-333. DOI: 10.4018/978-1-4666-6002-1.ch015  0.01
2014 Frank A, Smyth P, Ihler A. Beyond MAP Estimation With the Track-Oriented Multiple Hypothesis Tracker Ieee Transactions On Signal Processing. 62: 2413-2423. DOI: 10.1109/Tsp.2014.2311962  0.01
2013 Navaroli N, DuBois C, Smyth P. Modeling individual email patterns over time with latent variable models Machine Learning. 92: 431-455. DOI: 10.1007/S10994-013-5348-5  0.01
2013 Smyth P. Correspondence: Many happy and successful years Arts of Asia. 43: 10.  0.01
2012 Smyth P, Herlihy CO. Dietary iodine intake in pregnancy: An update Irish Medical Journal. 105. PMID 22397202  0.01
2012 Burns G, Herr B, Newman D, Ingulfsen T, Pantel P, Smyth P. A snapshot of neuroscience: unsupervised natural language processing of abstracts from the Society for Neuroscience 2006 annual meeting F1000research. 3. DOI: 10.7490/F1000Research.1092223.1  0.01
2012 Ghosh J, Smyth P, Tomkins A, Caruana R. Special issue on best of SIGKDD 2011 Acm Transactions On Knowledge Discovery From Data. 6: 14. DOI: 10.1145/2382577.2382578  0.01
2012 Smyth P. Securing the Social Conditions for Individual Autonomy in Australia Australian Social Work. 65: 1-5. DOI: 10.1080/0312407X.2012.659165  0.01
2012 Smyth P. Citizenship and the ceasefire generation: Approaches to building youth civic engagement in a society emerging from conflict Adolescent Behaviour. 327-357.  0.01
2011 Smyth P. Representing authenticity: Attitude and gesture in Delaroche and Melodrama Oxford Art Journal. 34. DOI: 10.1093/oxartj/kcr013  0.01
2011 Smyth P. Diverting young offenders from crime in Ireland: The need for more checks and balances on the exercise of police discretion Crime, Law and Social Change. 55: 153-166. DOI: 10.1007/s10611-011-9276-7  0.01
2011 Smyth P. The British social policy legacy in Australia Colonialism and Welfare: Social Policy and the British Imperial Legacy. 175-190.  0.01
2011 Smyth P. Airpower and counterinsurgency: Building on a proper foundation Air and Space Power Journal. 26: 116-126.  0.01
2011 Ghosh J, Smyth P. Research track program chairs'welcome message Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining 0.01
2010 Smyth PPA. Iodine and anaplastic thyroid carcinoma Thyroid. 20: 581-582. PMID 20553193 DOI: 10.1089/thy.2010.1647  0.01
2010 Smyth P, Thompson R. Passivhaus standards are Inbuilt Building Engineer. 85: 16-17.  0.01
2009 Smyth P. Introduction to the Festschrift for Professor John H. Lazarus Endocrine Practice : Official Journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists. 15: 47. PMID 19211397  0.01
2009 Azizi F, Smyth P. Breastfeeding and maternal and infant iodine nutrition Clinical Endocrinology. 70: 803-809. PMID 19178515 DOI: 10.1111/j.1365-2265.2008.03442.x  0.01
2009 Smyth P. Determining the return on an initial installation investment Iet Seminar Digest. 2009. DOI: 10.1049/ic.2009.0227  0.01
2008 Smyth P. Closing the gap? The role of wage, welfare and industry policy in promoting social inclusion Journal of Industrial Relations. 50: 647-663. DOI: 10.1177/0022185608094115  0.01
2008 Roholt RV, Smyth P. Civic youth work and implications for service learning - Lessons from Northern Ireland Higher Education and Civic Engagement: International Perspectives. 155-169.  0.01
2007 Smyth P. Overshoes make the grade Occupational Health &Amp; Safety (Waco, Tex.). 76: 78-79. PMID 17972699  0.01
2007 Hand DJ. Principles of data mining Drug Safety. 30: 621-622. PMID 17604416 DOI: 10.2165/00002018-200730070-00010  0.01
2007 Bennett J, Elkan C, Liu B, Smyth P, Tikk D. KDD Cup and workshop 2007 Acm Sigkdd Explorations Newsletter. 9: 51-52. DOI: 10.1145/1345448.1345459  0.01
2007 Smyth PPA. Comments Public Health Nutrition. 10: 1540-1541. DOI: 10.1017/S1368980007360874  0.01
2005 O'Madadhain J, Hutchins J, Smyth P. Prediction and ranking algorithms for event-based network data Acm Sigkdd Explorations Newsletter. 7: 23-30. DOI: 10.1145/1117454.1117458  0.01
2005 Martucci L, Smyth P. Supersymmetric D-branes and calibrations on general N = 1 backgrounds Journal of High Energy Physics. 1157-1178. DOI: 10.1088/1126-6708/2005/11/048  0.01
2005 Lehners J, Smyth P, Stelle KS. Stability of Hořava–Witten spacetimes Classical and Quantum Gravity. 22: 2589-2605. DOI: 10.1088/0264-9381/22/13/005  0.01
2004 Smyth P. Comment: Australian Settlement or Australian Way? Australian Journal of Political Science. 39: 39-41. DOI: 10.1080/1036114042000205623  0.01
2003 Smyth PE. Advanced practice nurses leading the way: a rural perspective introduction Sci Nursing : a Publication of the American Association of Spinal Cord Injury Nurses. 20: 269-271. PMID 2004050413  0.01
2003 Smyth PPA. Role of iodine in antioxidant defence in thyroid and breast disease Biofactors. 19: 121-130. PMID 14757962  0.01
2003 Smyth PPA. The thyroid, iodine and breast cancer Breast Cancer Research. 5: 235-238. PMID 12927031 DOI: 10.1186/bcr638  0.01
2003 Smyth P, Sinclair DB. Multifocal myoclonus following group A streptococcal infection Journal of Child Neurology. 18: 434-436. PMID 12886983  0.01
2003 Pavlov D, Mannila H, Smyth P. Beyond independence: probabilistic models for query approximation on binary transaction data Ieee Transactions On Knowledge and Data Engineering. 15: 1409-1421. DOI: 10.1109/TKDE.2003.1245281  0.01
2003 Smyth PP. Optical radio - A review of a radical new technology for wireless access infrastructure Bt Technology Journal. 21: 22-31. DOI: 10.1023/A:1025198729319  0.01
2003 Smyth P. Editorial Bt Technology Journal. 21: 9-10.  0.01
2003 Smyth P. Reclaiming Community? from Welfare Society to Welfare State in Australian Catholic Social Thought Australian Journal of Politics and History. 49: 17-30.  0.01
2002 Apte C, Liu B, Pednault EPD, Smyth P. Business applications of data mining Communications of the Acm. 45. DOI: 10.1145/545151.545178  0.01
2002 Smyth P, Pregibon D, Faloutsos C. Data-driven evolution of data mining algorithms Communications of the Acm. 45. DOI: 10.1145/545151.545175  0.01
2002 Smyth P. British and European influences on the "Australian Way" from the 1980s Social Policy and Administration. 36: 426-442.  0.01
2001 Smyth PE. Therapeutic touch for a patient after a Whipple procedure Critical Care Nursing Clinics of North America. 13: 357-363. PMID 11855266  0.01
2000 Smyth PPA. Autoimmune thyroid disease and breast cancer: A chance association? Journal of Endocrinological Investigation. 23: 42-43. PMID 10698051  0.01
2000 Bay SD, Kibler D, Pazzani MJ, Smyth P. The UCI KDD archive of large data sets for data mining research and experimentation Acm Sigkdd Explorations Newsletter. 2: 81-85. DOI: 10.1145/380995.381030  0.01
2000 Smyth P. A history of mobile communications - 1995 to 2010 Bt Technology Journal. 18: 60-61.  0.01
2000 Aghvami AH, Smyth P. Forward or backward handover for W-CDMA? Iee Conference Publication. 235-239.  0.01
1999 Smyth PPA. Variation in iodine handling during normal pregnancy Thyroid. 9: 637-642. PMID 10447006  0.01
1999 Smyth P, Ide K, Ghil M. Multiple Regimes in Northern Hemisphere Height Fields via MixtureModel Clustering* Journal of the Atmospheric Sciences. 56: 3704-3723. DOI: 10.1175/1520-0469(1999)056<3704:Mrinhh>2.0.Co;2  0.01
1999 Fayyad UM, Smyth P. Cataloging and Mining Massive Datasets for Science Data Analysis Journal of Computational and Graphical Statistics. 8: 589-610. DOI: 10.1080/10618600.1999.10474835  0.01
1999 Smyth P. Statistics and Computing. 9: 149-150. DOI: 10.1023/A:1008863004522  0.01
1999 Smyth P, Wolpert D. Machine Learning. 36: 59-83. DOI: 10.1023/A:1007511322260  0.01
1998 Ziegel ER, Fayyad UM, Piatetski-Shapiro G, Smyth P, Uthurusamy R. Advances in Knowledge Discovery and Data Mining Technometrics. 40: 83. DOI: 10.2307/1271414  0.01
1998 Burl MC, Asker L, Smyth P, Fayyad U, Perona P, Crumpler L, Aubele J. Machine Learning. 30: 165-194. DOI: 10.1023/A:1007400206189  0.01
1997 Taylor CJ, Cootes TF, Lanitis A, Edwards G, Smyth P, Kotcheff AC. Model-based interpretation of complex and variable images. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 352: 1267-74. PMID 9304693 DOI: 10.1098/rstb.1997.0109  0.01
1997 Smyth PPA. The thyroid and breast cancer: A significant association? Annals of Medicine. 29: 189-191. PMID 9240623  0.01
1997 BRODLEY CE, SMYTH P. Statistics and Computing. 7: 45-56. DOI: 10.1023/A:1018557312521  0.01
1997 Glymour C, Madigan D, Pregibon D, Smyth P. Data Mining and Knowledge Discovery. 1: 11-28. DOI: 10.1023/A:1009773905005  0.01
1997 Langley P, Provan GM, Smyth P. Machine Learning. 29: 91-101. DOI: 10.1023/A:1007467927290  0.01
1996 Fayyad UM, Piatetsky-Shapiro G, Smyth P. From Data Mining to Knowledge Discovery in Databases Ai Magazine. 17: 37-54. DOI: 10.1609/Aimag.V17I3.1230  0.01
1996 Glymour C, Madigan D, Pregibon D, Smyth P. Statistical inference and data mining Communications of the Acm. 39: 35-41. DOI: 10.1145/240455.240466  0.01
1996 Fayyad U, Piatetsky-Shapiro G, Smyth P. The KDD process for extracting useful knowledge from volumes of data Communications of the Acm. 39: 27-34. DOI: 10.1145/240455.240464  0.01
1995 Fayyad UM, Smyth P, Weir N, Djorgovski S. Automated analysis and exploration of image databases: Results, progress, and challenges Journal of Intelligent Information Systems. 4: 7-25. DOI: 10.1007/Bf00962819  0.01
1994 Lee AY, Smyth P. Synthesis of minimum-time feedback laws for dynamic systems using neural networks Journal of Guidance, Control, and Dynamics. 17: 868-870. DOI: 10.2514/3.21280  0.01
1994 Piatetsky-Shapiro G, Matheus C, Smyth P, Uthurusamy R. KDD–93: progress and challenges in knowledge discovery in databases Ai Magazine. 15: 77-82. DOI: 10.1609/Aimag.V15I3.1103  0.01
1993 Smyth PPA. Thyroid Disease and Breast Cancer Journal of Endocrinological Investigation. 16: 396-401. PMID 8320434 DOI: 10.1007/BF03348865  0.01
1993 Zeng Z, Goodman RM, Smyth P. Learning Finite State Machines With Self-Clustering Recurrent Networks Neural Computation. 5: 976-990. DOI: 10.1162/Neco.1993.5.6.976  0.01
1993 Miller J, Goodman R, Smyth P. On loss functions which minimize to conditional expected values and posterior probabilities Ieee Transactions On Information Theory. 39: 1404-1408. DOI: 10.1109/18.243457  0.01
1993 Smyth P. Initiative Resistance: The Welfare State Australian Journal of Political Science. 28: 427-442. DOI: 10.1080/00323269308402252  0.01
1993 Goodman RM, Smyth P. Automated Induction of Rule-based Neural Networks from Databases Intelligent Systems in Accounting, Finance and Management. 2: 41-54. DOI: 10.1002/J.1099-1174.1993.Tb00033.X  0.01
1992 Goodman RM, Higgins CM, Miller JW, Smyth P. Rule-Based Neural Networks for Classification and Probability Estimation Neural Computation. 4: 781-804. DOI: 10.1162/Neco.1992.4.6.781  0.01
1989 Smyth P, Smyth B. It takes two: a husband-and-wife interview. Interview by Richard L. Reece Minnesota Medicine. 72: 71-74. PMID 2710061  0.01
1989 Goodman RM, Miller J, Smyth P, Latin H. Real Time Autonomous Expert Systems in Network Management Office Technology and People. 5: 205-228. DOI: 10.1108/EUM0000000003536  0.01
1988 Smyth P, Bellemare D. Spirituality, pastoral care, and religion: the need for clear distinctions Journal of Palliative Care. 4: 86-88. PMID 3171783  0.01
1987 Smyth PDH. The northern Ireland assembly 1982-86: The failure of an experiment Parliamentary Affairs. 40: 482-500.  0.01
1985 Blackburn IM, Smyth P. A test of cognitive vulnerability in individuals prone to depression British Journal of Clinical Psychology. 24: 61-62. PMID 3971069  0.01
1982 Smyth PP. GERMANIUM AVALANCHE PHOTODIODE RECEIVER SENSITIVITY MEASUREMENTS Iee Colloquium (Digest) 0.01
1981 Smyth PP. Ge APD receiver sensityvity measurements Optical and Quantum Electronics. 13: 522-524. DOI: 10.1007/BF00668351  0.01
1977 Smyth P. The modular unit--a tool for nursing Nln Publications. 148-150. PMID 244861  0.01
1976 Smyth PJ. The use of anabolic agents in animal production and its public health aspects Irish Veterinary Journal. 30: 167-173.  0.01
1970 Weiss L, Smyth P. Primary rejection of homologous intraperitoneal fibroblasts: an electron microscopic study Journal of Immunology. 105: 1375-1388. PMID 5483829  0.01
1955 SMYTH PJ. Abdominal pain Journal of the Irish Medical Association. 37: 285-286. PMID 13252281  0.01
1947 Smyth PJ. Tuberculous empyema: Its nature and treatment The Irish Journal of Medical Science. 22: 137-142. PMID 20244826 DOI: 10.1007/BF02937787  0.01
1942 Smyth PJ. The surgical aspect of pulmonary tuberculosis Irish Journal of Medical Science. 17: 259-261. DOI: 10.1007/BF02950092  0.01
1881 Smyth P. XVII.—On the Constitution of the Lines forming the Low-Temperature Spectrum of Oxygen Transactions of the Royal Society of Edinburgh. 30: 419-425. DOI: 10.1017/S0080456800029112  0.01
1881 Herschel AS, Smyth P. V.—Gaseous Spectra in Vacuum Tubes, under small Dispersion and at low Electric Temperature; including an Appendix III Transactions of the Royal Society of Edinburgh. 30: 93-160. DOI: 10.1017/S0080456800028994  0.01
1881 Smyth P. Study of the physical nature of the Sun [1] Nature. 23: 554.  0.01
1881 Smyth P. Tebbutt's comet - Origination of its proper light [1] Nature. 24: 430.  0.01
1881 Smyth P. Special solar heat-radiations and their earth-felt effects [5] Nature. 24: 237.  0.01
1881 Smyth P. The Madeira earth-electric cloud again [1] Nature. 24: 530-531.  0.01
1881 Smyth P. A case of slow, sub-tropical discharge of earth-electricity, and the sun recognisant thereof [4] Nature. 24: 212-213.  0.01
1880 Smyth P. IX.—The Solar Spectrum in 1877–1878, with some practical idea of its probable temperature of Origination Transactions of the Royal Society of Edinburgh. 29: 285-342. DOI: 10.1017/S0080456800028532  0.01
1880 Smyth P. XXII.—Notice of the Completion of the New Rock Thermometers at the Royal Observatory, Edinburgh, and what they are for Transactions of the Royal Society of Edinburgh. 29: 637-656. DOI: 10.1017/S0080456800026168  0.01
1880 Smyth P. The Aurora at last [2] Nature. 21: 492.  0.01
1880 Smyth P. The inevitable test for Aurora [6] Nature. 22: 76.  0.01
1880 Smyth P. Sunshine cycles [1] Nature. 21: 248-249.  0.01
1880 Smyth P. Auroral response in America [1] Nature. 21: 609.  0.01
1879 Smyth P. Weather, past and to come [1] Nature. 19: 338.  0.01
1879 Smyth P. End-on tubes, brought to bear upon the carbon and carbo-hydrogen question [2] Nature. 20: 75-76.  0.01
1879 Smyth P. Colour-blindness [3] Nature. 20: 504.  0.01
1879 Smyth P. Sun-spots in earnest [2] Nature. 20: 602.  0.01
1879 Smyth P. End-on gas-vacuum tubes in spectroscopy [4] Nature. 19: 458.  0.01
1879 Smyth P. The good time begun [3] Nature. 20: 431.  0.01
1878 Smyth P. Sun-spots and terrestrial magnetism [2] Nature. 17: 220-221.  0.01
1877 Smyth P. On the coming winter [3] Nature. 16: 475.  0.01
1877 Smyth P. Solar physics at the present time [3] Nature. 15: 217.  0.01
1877 Smyth P. Optical spectroscopy of the red end of the solar spectrum [1] Nature. 16: 264.  0.01
1877 Smyth P. Centralism in spectroscopy [1] Nature. 15: 508.  0.01
1877 Smyth P. Centralism in spectroscopy [4] Nature. 15: 449-450.  0.01
1876 Smyth P. The warm rain band in the daylight spectrum [2] Nature. 14: 9.  0.01
1875 Smyth P. Spectroscopic prévision of rain with a high barometer Nature. 12: 252-253.  0.01
1875 Smyth P. Spectroscopic prévision of rain with a high barometer [1] Nature. 12: 231-232.  0.01
1875 Smyth P. Scientific research for the promotion of science [1] Nature. 13: 45-46.  0.01
1871 Smyth PC. Spectra of aurora, corona, and zodiacal light [9] Nature. 3: 509-510.  0.01
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