Padhraic Smyth

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Mark SteyversUniversity of California, IrvineZweryfikowany adres z uci.edu
David HandImperial College LondonZweryfikowany adres z imperial.ac.uk
Alexander IhlerUniversity of California, IrvineZweryfikowany adres z ics.uci.edu
Andrew W. Robertson, PhDResearch Scientist at International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia UniversityZweryfikowany adres z iri.columbia.edu
Max WellingCAIO CuspAI & Professor Machine Learning, University of AmsterdamZweryfikowany adres z uva.nl
Chaitanya ChemuduguntaDirector of Science, PandoraZweryfikowany adres z ics.uci.edu
Pietro PeronaCalifornia Institute of TechnologyZweryfikowany adres z caltech.edu
Michael C. BurlPrincipal Member of Technical Staff, Jet Propulsion LaboratoryZweryfikowany adres z jpl.nasa.gov
Eric NalisnickAssistant Professor, Johns Hopkins UniversityZweryfikowany adres z jhu.edu
Michael GhilDistinguished Research Professor, UCLA, and Distinguished Professor Emeritus, ENSZweryfikowany adres z atmos.ucla.edu
Darya ChudovaVP of Technology, Guardant HealthZweryfikowany adres z guardanthealth.com
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityZweryfikowany adres z princeton.edu
Hal SternProfessor of Statistics, University of California, IrvineZweryfikowany adres z uci.edu
Pierre BaldiProfessor, University of California, IrvineZweryfikowany adres z ics.uci.edu
Efi Foufoula-GeorgiouDistinguished Professor of Civil and Environmental Engineering, University of California IrvineZweryfikowany adres z uci.edu
Christopher DuBoisAppleZweryfikowany adres z apple.com
Suzana J. CamargoMarie Tharp Lamont Research Professor, Lamont-Doherty Earth Observatory, Columbia UniversityZweryfikowany adres z ldeo.columbia.edu
David HeckermanMicrosoft ResearchZweryfikowany adres z microsoft.com
Seyoung KimAssociate Professor, Department of Epidemiology, University of PittsburghZweryfikowany adres z pitt.edu
Michael J. PazzaniDistinguished Principal ScientistZweryfikowany adres z isi.edu

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Padhraic Smyth

Distinguished Professor, Computer Science, University of California Irvine

Zweryfikowany adres z ics.uci.edu - Strona główna

machine learning artificial intelligence pattern recognition statistics


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
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	20331*	1996
Principles of Data Mining DJ Hand, H Mannila, P Smyth MIT Press, 2001	9443*	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	3648	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	2180*	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	1988	1996
Rule discovery from time series G Das, KI Lin, H Mannila, G Renganathan, P Smyth KDD 98 (1), 16-22, 1998	1046	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	882	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	853	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	823	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	812	2008
Clustering sequences with hidden Markov models P Smyth Advances in neural information processing systems 9, 1996	697	1996
Trajectory clustering with mixtures of regression models S Gaffney, P Smyth Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999	687	1999
Algorithms for estimating relative importance in networks S White, P Smyth Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003	591	2003
Distributed algorithms for topic models. D Newman, A Asuncion, P Smyth, M Welling Journal of Machine Learning Research 10 (8), 2009	577	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	547	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	527*	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	516	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	494	2000
Hidden Markov models for fault detection in dynamic systems P Smyth Pattern recognition 27 (1), 149-164, 1994	463	1994
Statistical topic models for multi-label document classification TN Rubin, A Chambers, P Smyth, M Steyvers Machine learning 88, 157-208, 2012	461	2012

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