Padhraic Smyth

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Mark SteyversUniversity of California, IrvineDirección de correo verificada de uci.edu
David HandImperial College LondonDirección de correo verificada de imperial.ac.uk
Alexander IhlerUniversity of California, IrvineDirección de correo verificada de ics.uci.edu
Andrew W. Robertson, PhDResearch Scientist at International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia UniversityDirección de correo verificada de iri.columbia.edu
Max WellingCAIO CuspAI & Professor Machine Learning, University of AmsterdamDirección de correo verificada de uva.nl
Chaitanya ChemuduguntaDirector of Science, PandoraDirección de correo verificada de ics.uci.edu
Pietro PeronaCalifornia Institute of TechnologyDirección de correo verificada de caltech.edu
Michael C. BurlPrincipal Member of Technical Staff, Jet Propulsion LaboratoryDirección de correo verificada de jpl.nasa.gov
Eric NalisnickAssistant Professor, Johns Hopkins UniversityDirección de correo verificada de jhu.edu
Michael GhilDistinguished Research Professor, UCLA, and Distinguished Professor Emeritus, ENSDirección de correo verificada de atmos.ucla.edu
Darya ChudovaVP of Technology, Guardant HealthDirección de correo verificada de guardanthealth.com
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityDirección de correo verificada de princeton.edu
Hal SternProfessor of Statistics, University of California, IrvineDirección de correo verificada de uci.edu
Pierre BaldiProfessor, University of California, IrvineDirección de correo verificada de ics.uci.edu
Efi Foufoula-GeorgiouDistinguished Professor of Civil and Environmental Engineering, University of California IrvineDirección de correo verificada de uci.edu
Christopher DuBoisAppleDirección de correo verificada de apple.com
Suzana J. CamargoMarie Tharp Lamont Research Professor, Lamont-Doherty Earth Observatory, Columbia UniversityDirección de correo verificada de ldeo.columbia.edu
David HeckermanMicrosoft ResearchDirección de correo verificada de microsoft.com
Seyoung KimAssociate Professor, Department of Epidemiology, University of PittsburghDirección de correo verificada de pitt.edu
Michael J. PazzaniDistinguished Principal ScientistDirección de correo verificada de isi.edu

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Padhraic Smyth

Distinguished Professor, Computer Science, University of California Irvine

Dirección de correo verificada de ics.uci.edu - Página principal

machine learning artificial intelligence pattern recognition statistics


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
From data mining to knowledge discovery: An overview. UM Fayyad, G Piatetsky-Shapiro, P Smyth Advances in Knowledge Discovery and Data Mining, 1-34, 1996	20434*	1996
Principles of Data Mining DJ Hand, H Mannila, P Smyth MIT Press, 2001	9494*	2001
The KDD process for extracting useful knowledge from volumes of data U Fayyad, G Piatetsky-Shapiro, P Smyth Communications of the ACM 39 (11), 27-34, 1996	3673	1996
The author-topic model for authors and documents M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth Proceedings of the 20th Conference on Uncertainty in Artificial Intelligence …, 2004	2199*	2004
Knowledge discovery and data mining: towards a unifying framework. UM Fayyad, G Piatetsky-Shapiro, P Smyth ACM Conference on Knowledge Discovery and Data Mining (KDD) 96, 82-88, 1996	2001	1996
Rule discovery from time series G Das, KI Lin, H Mannila, G Renganathan, P Smyth KDD 98 (1), 16-22, 1998	1047	1998
Probabilistic author-topic models for information discovery M Steyvers, P Smyth, M Rosen-Zvi, T Griffiths Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	883	2004
A spectral clustering approach to finding communities in graphs S White, P Smyth Proceedings of the 2005 SIAM international conference on data mining, 274-285, 2005	858	2005
On smoothing and inference for topic models A Asuncion, M Welling, P Smyth, YW Teh Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009	826	2009
Fast collapsed Gibbs sampling for latent Dirichlet allocation I Porteous, D Newman, A Ihler, A Asuncion, P Smyth, M Welling Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	815	2008
Clustering sequences with hidden Markov models P Smyth Advances in neural information processing systems 9, 1996	703	1996
Trajectory clustering with mixtures of regression models S Gaffney, P Smyth Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999	689	1999
Algorithms for estimating relative importance in networks S White, P Smyth Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003	593	2003
Distributed algorithms for topic models. D Newman, A Asuncion, P Smyth, M Welling Journal of Machine Learning Research 10 (8), 2009	581	2009
From data mining to knowledge discovery: an overview, Advances in knowledge discovery and data mining UM Fayyad, G Piatetsky-Shapiro, P Smyth NOMBRE, VOL, NÚM, 1-34, 1996	548	1996
Modeling the Internet and the Web: Probabilistic Methods and Algorithms P Baldi, P Frasconi, P Smyth Modeling the Internet and the Web: Probabilistic Methods and Algorithms, 2003	528*	2003
An information theoretic approach to rule induction from databases P Smyth, RM Goodman IEEE transactions on Knowledge and data engineering 4 (4), 301-316, 1992	518	1992
Visualization of navigation patterns on a web site using model-based clustering I Cadez, D Heckerman, C Meek, P Smyth, S White Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000	495	2000
Statistical topic models for multi-label document classification TN Rubin, A Chambers, P Smyth, M Steyvers Machine learning 88, 157-208, 2012	469	2012
Hidden Markov models for fault detection in dynamic systems P Smyth Pattern recognition 27 (1), 149-164, 1994	463	1994

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