Jennifer Neville

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David JensenProfessor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
Brian GallagherComputer Scientist, Lawrence Livermore National LaboratoryVerified email at llnl.gov
Nesreen K. AhmedPrincipal Researcher, Intel AI Research, Purdue UniversityVerified email at intel.com
Sebastian MorenoUniversidad Adolfo IbañezVerified email at uai.cl
Ryan A. RossiAdobe ResearchVerified email at adobe.com
Joseph J. Pfeiffer IIIMicrosoftVerified email at microsoft.com
Ramana KOMPELLACisco Systems, Google Inc, Purdue UniversityVerified email at cisco.com
Rongjing (Jackie) XiangGoogle Inc.Verified email at google.com
Sunil PrabhakarProfessor of Computer Science, Purdue UniversityVerified email at purdue.edu
Ahmed ElmagarmidExecutive Director, Qatar Computing Research InstituteVerified email at qf.org.qa
Nick DuffieldDirector, Texas A&M Institute of Data Science; Royce E. Wisenbaker Professorship I in ECEVerified email at ece.tamu.edu
Bruno RibeiroAssociate Professor of Computer Science at Purdue UniversityVerified email at cs.purdue.edu
Mohamed YakoutSenior Manager, AmazonVerified email at amazon.com
Michael HayColgate UniversityVerified email at colgate.edu
Mourad OuzzaniQatar Computing Research Institute, HBKUVerified email at hbku.edu.qa
Charles KillianSoftware Engineer, Google, and Adjunct Professor of Computer Science, Purdue UniversityVerified email at google.com
Monica RogatiIndependentVerified email at rogati.com
Karthik Swaminathan NagarajSoftware Engineer, GoogleVerified email at google.com
Paul N. BennettDirector of Research, Large Language Models, SpotifyVerified email at spotify.com
Ihab F. IlyasUniversity of WaterlooVerified email at uwaterloo.ca

Jennifer Neville

Microsoft Research, Purdue University

Verified email at microsoft.com - Homepage

Artificial Intelligence Machine Learning Statistical Relational Learning Social Network Analysis


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Modeling relationship strength in online social networks R Xiang, J Neville, M Rogati Proceedings of the 19th international conference on World wide web, 981-990, 2010	912	2010
Iterative classification in relational data J Neville, D Jensen Proc. AAAI-2000 workshop on learning statistical models from relational data …, 2000	526	2000
Relational dependency networks. J Neville, D Jensen Journal of Machine Learning Research 8 (3), 2007	439	2007
Structured comparative analysis of systems logs to diagnose performance problems K Nagaraj, C Killian, J Neville 9th USENIX Symposium on Networked Systems Design and Implementation (NSDI 12 …, 2012	384	2012
Why collective inference improves relational classification D Jensen, J Neville, B Gallagher Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	373	2004
Adversarial graph augmentation to improve graph contrastive learning S Suresh, P Li, C Hao, J Neville Advances in Neural Information Processing Systems 34, 15920-15933, 2021	329	2021
Network sampling: From static to streaming graphs NK Ahmed, J Neville, R Kompella ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (2), 1-56, 2013	323	2013
Efficient graphlet counting for large networks NK Ahmed, J Neville, RA Rossi, N Duffield 2015 IEEE international conference on data mining, 1-10, 2015	310	2015
Learning relational probability trees J Neville, D Jensen, L Friedland, M Hay Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003	309	2003
Randomization tests for distinguishing social influence and homophily effects T La Fond, J Neville Proceedings of the 19th international conference on World wide web, 601-610, 2010	307	2010
Guided data repair M Yakout, AK Elmagarmid, J Neville, M Ouzzani, IF Ilyas arXiv preprint arXiv:1103.3103, 2011	294	2011
Using transactional information to predict link strength in online social networks I Kahanda, J Neville Proceedings of the International AAAI Conference on Web and Social Media 3 …, 2009	292	2009
Modeling dynamic behavior in large evolving graphs RA Rossi, B Gallagher, J Neville, K Henderson Proceedings of the sixth ACM international conference on Web search and data …, 2013	251	2013
ERACER: a database approach for statistical inference and data cleaning C Mayfield, J Neville, S Prabhakar Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010	232	2010
Linkage and autocorrelation cause feature selection bias in relational learning D Jensen, J Neville ICML 2, 259-266, 2002	226	2002
Collective classification with relational dependency networks J Neville, D Jensen Proceedings of the Second International Workshop on Multi-Relational Data …, 2003	182	2003
Graph sample and hold: A framework for big-graph analytics NK Ahmed, N Duffield, J Neville, R Kompella Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	180	2014
Introduction to statistical relational learning D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ... MIT press, 2007	178	2007
Clustering relational data using attribute and link information J Neville, M Adler, D Jensen Proceedings of the text mining and link analysis workshop, 18th …, 2003	175	2003
Data mining in social networks D Jensen, J Neville na, 2003	172	2003

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