Kiri Wagstaff - Google Scholar

Cited by

	All	Since 2015
Citations	7547	3429
h-index	30	23
i10-index	61	39

660

330

165

495

2001200220032004200520062007200820092010201120122013201420152016201720182019202023 30 68 107 159 197 211 320 356 444 473 552 511 596 582 599 559 608 654 426

Co-authors

David R. ThompsonJet Propulsion Laboratory, California Institute of TechnologyVerified email at jpl.nasa.gov
Claire CardieProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu
steve chienSenior Research Scientist, Jet Propulsion Laboratory, Calif. Inst. Tech.Verified email at jpl.nasa.gov
Ian DavidsonProfessor of Computer Science, University of California - DavisVerified email at cs.ucdavis.edu
Randall WaythAssociate Professor. Curtin UniversityVerified email at curtin.edu.au
Adam DellerCentre for Astrophysics & Supercomputing, Swinburne University of TechnologyVerified email at astro.swin.edu.au
Steven TingayProfessor of Radio Astronomy, Curtin UniversityVerified email at curtin.edu.au
B. BueResearch Data Scientist, Jet Propulsion LaboratoryVerified email at jpl.nasa.gov
Umaa RebbapragadaJet Propulsion LaboratoryVerified email at jpl.nasa.gov
Stefan SchroedlAtomwise, IncVerified email at atomwise.com
Lukas MandrakeJet Propulsion LaboratoryVerified email at jpl.nasa.gov
Marie desJardinsDean and Professor of Computer ScienceVerified email at simmons.edu
Sugato BasuPrincipal Scientist at GoogleVerified email at google.com
Dominic MazzoniGoogle, Inc.Verified email at google.com
Benyang TangJet Propulsion LaboratoryVerified email at jpl.nasa.gov
Thomas J. FuchsMemorial Sloan Kettering Cancer CenterVerified email at mskcc.org
Dmitriy BekkerJohns Hopkins University Applied Physics LaboratoryVerified email at jhuapl.edu
Nathalie A. CabrolPlanetary Scientist, SETI Institute Carl Sagan Center/NASA Ames Research CenterVerified email at nasa.gov
Terran LaneProfessor of Computer Science, University of New MexicoVerified email at cs.unm.edu
William AbbeyNASA-JPLVerified email at jpl.nasa.gov

Kiri Wagstaff

Jet Propulsion Laboratory

Verified email at jpl.nasa.gov - Homepage

Machine Learning Geology Astronomy Astrobiology Education


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Constrained k-means clustering with background knowledge K Wagstaff, C Cardie, S Rogers, S Schrödl Icml 1, 577-584, 2001	2940	2001
Clustering with instance-level constraints K Wagstaff, C Cardie AAAI/IAAI 1097, 577-584, 2000	753	2000
Constrained clustering: Advances in algorithms, theory, and applications S Basu, I Davidson, K Wagstaff CRC Press, 2008	586	2008
Noun phrase coreference as clustering C Cardie, K Wagstaff 1999 Joint SIGDAT Conference on Empirical Methods in Natural Language …, 1999	286	1999
Mining GPS traces for map refinement S Schroedl, K Wagstaff, S Rogers, P Langley, C Wilson Data mining and knowledge Discovery 9 (1), 59-87, 2004	268	2004
Measuring constraint-set utility for partitional clustering algorithms I Davidson, KL Wagstaff, S Basu European conference on principles of data mining and knowledge discovery …, 2006	238	2006
Machine learning that matters K Wagstaff arXiv preprint arXiv:1206.4656, 2012	213	2012
Multidocument summarization via information extraction M White, T Korelsky, C Cardie, V Ng, D Pierce, K Wagstaff COGENTEX INC ITHACA NY, 2001	136	2001
Intelligent clustering with instance-level constraints KL Wagstaff, C Cardie Cornell University, 2002	116	2002
Alpha seeding for support vector machines D DeCoste, K Wagstaff Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000	95	2000
Active constrained clustering by examining spectral eigenvectors Q Xu, KL Wagstaff International Conference on Discovery Science, 294-307, 2005	94	2005
The commensal real-time ASKAP fast-transients (CRAFT) survey JP Macquart, M Bailes, NDR Bhat, GC Bower, JD Bunton, S Chatterjee, ... Publications of the Astronomical Society of Australia 27 (3), 272-282, 2010	88	2010
Clustering with missing values: No imputation required K Wagstaff Classification, clustering, and data mining applications, 649-658, 2004	83	2004
VAST: an ASKAP survey for variables and slow transients T Murphy, S Chatterjee, DL Kaplan, J Banyer, ME Bell, HE Bignall, ... Publications of the Astronomical Society of Australia 30, 2013	77	2013
When is constrained clustering beneficial, and why? KL Wagstaff, S Basu, I Davidson Ionosphere 58 (60.1), 62-63, 2006	72	2006
Machine learning for science and society C Rudin, KL Wagstaff Machine Learning 95 (1), 1-9, 2014	68	2014
V-fastr: The vlba fast radio transients experiment RB Wayth, WF Brisken, AT Deller, WA Majid, DR Thompson, SJ Tingay, ... The Astrophysical Journal 735 (2), 97, 2011	67	2011
Constrained spectral clustering under a local proximity structure assumption Q Xu, M Desjardins, K Wagstaff In FLAIRS Conference, 2005	54	2005
Value, cost, and sharing: Open issues in constrained clustering KL Wagstaff International workshop on knowledge discovery in inductive databases, 1-10, 2006	53	2006
Generalized clustering, supervised learning, and data assignment A Kalton, P Langley, K Wagstaff, J Yoo Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001	53	2001

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors