LINQS

STATISTICAL RELATIONAL LEARNING GROUP @ UMD



 

LINQS publications

Publications in 2014
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daume III, Lise Getoor
AAAI Conference on Artificial Intelligence - 2014

Proceedings of the 17th International Conference on Artificial Intelligence and Statistics - 2014


Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daume III, Lise Getoor
ACM Conference on Learning at Scale - 2014

Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daume III, Lise Getoor
9th ACL Workshop on Innovative Use of NLP for Building Educational Applications - 2014
 
Publications in 2013
Bert Huang, Angelika Kimmig, Lise Getoor, Jennifer Golbeck
The 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP 2013) - 2013


CVPR Workshop on Structured Prediction: Tractability, Learning and Inference - 2013

Data Classification: Algorithms and Applications, CRC Press - 2013
Note: May differ from the published version  


Proceedings of the 30th International Conference on Machine Learning (ICML-13) - 2013

Shobeir Fakhraei, Louiqa Raschid, Lise Getoor
ACM SIGKDD 12th International Workshop on Data Mining in Bioinformatics (BIOKDD) - 2013


Lise Getoor, Ashwin Machanavajjhala
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - 2013
Note: Slides: http://www.umiacs.umd.edu/~getoor/Tutorials/ER_KDD2013.pdf  

Technical Report , University of Maryland College Park - 2013
Note: http://arxiv.org/abs/1302.5348  




International Semantic Web Conference (ISWC) - 2013
Note: Winner of Best Student Paper award  

Jeonhyung Kang, Kristina Lerman, Lise Getoor
The 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP 2013) - 2013

NIPS Workshop on Frontiers of Network Analysis: Methods, Models, and Applications - 2013
Note: Winner of Best Student Paper award  



ICML Workshop on Inferning: Interactions between Inference and Learning - 2013

Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daume III, Lise Getoor
NIPS Workshop on Data Driven Education - 2013

Technical Report , University of Maryland College Park - 2013
Note: http://arxiv.org/abs/1303.1733  

CIKM Workshop on Automatic Knowledge Base Construction - 2013


Mohammad Rastegari, Jonghyun Choi, Shobeir Fakhraei, Hal Daume III, Larry Davis
Proceedings of the 30th International Conference on Machine Learning (ICML-13), page 1328–1336 - 2013
 
Publications in 2012
NIPS Workshop on Probabilistic Programming: Foundations and Applications - 2012

International Conference on Data Engineering (ICDE) - 2012

Lise Getoor, Ashwin Machanavajjhala
IEEE ACM International Conference on Advances in Social Networks Analysis and Mining - 2012
Note: URL: http://www.cs.umd.edu/~getoor/Tutorials/ER_ASONAM2012.pdf  

Lise Getoor, Ashwin Machanavajjhala
International Conference on Very Large Data Bases - 2012
Note: Slides: http://www.cs.umd.edu/~getoor/Tutorials/ER_VLDB2012.pdf  

Lise Getoor, Ashwin Machanavajjhala
AAAI Conference on Artificial Intelligence - 2012
Note: URL: http://www.cs.umd.edu/projects/linqs/Tutorials/ER-AAAI12/Home.html  

Human Journal - 2012
Note: Best Paper Award in ASE Conference 2012  

Proceedings of the International Workshop on Uncertainty Reasoning for the Semantic Web (URSW) - 2012

PhD thesis from University of Maryland - College Park - May 2012

NIPS Workshop on Algorithmic and Statistical Approaches for Large Social Networks - 2012

Jay Pujara, Peter Skomoroch
NIPS Workshop on Big Learning - 2012



Elena Zheleva, Evimaria Terzi, Lise Getoor
Morgan & Claypool Publishers - 2012

Bert Huang, Angelika Kimmig, Lise Getoor, Jennifer Golbeck
International Workshop on Statistical Relational Artificial Intelligence (StaRAI 2012) - 2012


Advances in Neural Information Processing Systems (NIPS), page 2663--2671 - 2012

NIPS 2012 Workshop - Social Network and Social Media Analysis: Methods, Models, and Applications - 2012

Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
ASE International Conference on Social Informatics - 2012

Panagiotis Papadimitriou, Panayiotis Tsaparas, Ariel Fuxman, Lise Getoor
IEEE Transactions on Knowledge and Data Engineering - 2012

Arti Ramesh, Jaebong Yoo, Shitian Shen, Lise Getoor, Jihie Kim
Misc - dec 2012
 
Publications in 2011

Anon Plangprasopchok, Kristina Lerman, Lise Getoor
Fourth ACM International Conference on Web Search and Data Mining (WSDM) - 2011

Workshop on Person Oriented Vision - 2011

Hossam Sharara, Lise Getoor, Myra Norton
The 22nd International Joint Conference on Artificial Intelligence (IJCAI '11) - 2011

ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - 2011

ICDE Workshop on Graph Data Management: Techniques and Applications - 2011

Hossam Sharara, William Rand, Lise Getoor
The Fifth International AAAI Conference on Weblogs and Social Media - 2011

IEEE Transactions on Pattern Analysis and Machine Intelligence , Volume 33, Number 11, page 2174-2187 - 2011

Misc - 2011
Note: Tutorial webpage: http://www.cs.umd.edu/projects/linqs/Tutorials/SDM11/Home.html  

Hossam Sharara, Awalin Sopan, Galileo Mark Namata, Lise Getoor, Lisa Singh
IEEE Conference on Visual Analytics Science and Technology (VAST) - 2011

Steve Minton, Matthew Michelson, Kane See, Sofus Macskassy, Bora C. Gazen, Lise Getoor
Tenth International Conference on Machine Learning and Applications - 2011

WSDM Workshop on User Modeling for Web Applications - 2011

Misc - 2011
Note: Arxiv preprint arXiv:1107.4966v2  

Hossam Sharara, Daniel Halgin, Lise Getoor, Steve Borgatti
International Sunbelt Social Networks Conference (Sunbelt XXXI) - 2011

PhD thesis from University of Maryland College Park - July 2011

Social Network Data Analytics, Springer, page 247--276 - March 2011

Lise Getoor, Tobias Scheffer
Proceedings of the 28th International Conference on Machine Learning - 2011

ICML Workshop on Combining Learning Strategies to Reduce Label Cost - 2011

Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
Journal of Advances in Social Networks Analysis and Mining, Volume 1, Number 2, page 115--126 - April 2011

Collaboration, Electronic Messaging, Anti-Abuse and Spam Conference - 2011
Note: Winner of a Best Paper award  

 
Publications in 2010

Twenty-Fourth Conference on Artificial Intelligence (AAAI NECTAR Track), page 1652--1655 - 2010

Proceedings of the 27th International Conference on Machine Learning (ICML-10) - 2010

Hossam Sharara, Lise Getoor, Myra Norton
NIPS Workshop on Networks Across Disciplines in Theory and Applications - 2010

Hossam Sharara, Myra Norton, Lise Getoor
The International Sunbelt Social Networks Conference XXX - 2010

Hossam Sharara, Lise Getoor, Myra Norton
The 2nd Workshop on Information in Networks (WIN) - 2010

NIPS Workshop on Coarse-to-Fine Processing - 2010



NIPS Workshop on Predictive Models in Personalized Medicine - 2010

Misc - 2010
Note: URL: http://www.cs.umd.edu/projects/linqs/Tutorials/SRL-Web-AAAI10/Home.html  

Encyclopedia of Machine Learning - 2010

Anon Plangprasopchok, Kristina Lerman, Lise Getoor
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - 2010

Elena Zheleva, Lise Getoor, Sunita Sarawagi
NIPS Workshop on Networks Across Disciplines: Theory and Applications - 2010


PhD thesis from University of Maryland - College Park - August 2010

Janardhan Doppa, Jun Yu, Prasad Tadepalli, Lise Getoor
European Conference on Machine Learning (ECML) - 2010

Encyclopedia of Machine Learning - 2010

Heasoo Hwang, Hady Lauw, Lise Getoor, Alexcandros Ntoulas
IEEE Transactions on Knowledge and Data Engineering - 2010

Conference on Uncertainty in Artificial Intelligence - 2010

Prithviraj Sen, Amol Deshpande, Lise Getoor
International Conference on Very Large Data Bases - 2010

Elena Zheleva, John Guiver, Eduarda Mendes Rodrigues, Natasa Milic-Frayling
19th International World Wide Web Conference (WWW) - 2010
 
Publications in 2009
Seventh International Workshop on Mining and Learning with Graphs - 2009

Prithviraj Sen, Amol Deshpande, Lise Getoor
Uncertainty in Artificial Intelligence - 2009

Janardhan Doppa, Jun Yu, Prasad Tadepalli, Lise Getoor
NIPS Workshop on Analyzing Networks and Learning with Graphs - 2009

15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) - June 2009

Text Mining: Classification, Clustering, and Applications, Taylor and Francis Group - 2009

Mihales Polymeropoulos, Louis Licamele, Simona Volpi, Kendra Mack, Shruti Mitkus, Eugene Carstea, Lise Getoor, Christian Lavedan
Schizophrenia Research - 2009

Vladimir Barash, Marc Smith, Lise Getoor, Howard Welser
International Conference on Weblogs and Social Media - May 2009

NIPS Workshop on Adaptive Sensing, Active Learning and Experimental Design: Theory, Methods and Applications - 2009

Hassan Sayyadi, Lise Getoor
2009 SIAM International Conference on Data Mining (SDM09) - April 2009

Amol Deshpande, Lise Getoor, Prithviraj Sen
Managing and Mining Uncertain Data, Springer - 2009

1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data - 2009

Karl Schnaitter, Neoklis Polyzotis, Lise Getoor
International Conference on Very Large Data Bases - 2009

NIPS Workshop on Analyzing Networks and Learning with Graphs - 2009

2009 SIAM International Conference on Data Mining (SDM09) - April 2009

TextGraphs-4: Graph-based Methods for Natural Language Processing - August 2009

Prithviraj Sen, Amol Deshpande, Lise Getoor
VLDB Journal, special issue on uncertain and probabilistic databases - 2009

International Workshop on Statistical Relational Learning (SRL'09) - 2009

ACM Transactions on Knowledge Discovery from Data, Volume 3, Number 4, page 1--32 - November 2009

PhD thesis from University of Maryland, College Park - 2009


Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
International Conference on Advances in Social Networks Analysis and Mining - July 2009

18th International World Wide Web conference (WWW) - April 2009
Note: Earlier version appears as CS-TR-4926.  
 
Publications in 2008
Prithviraj Sen, Galileo Mark Namata, Mustafa Bilgic, Lise Getoor, Brian Gallagher, Tina Eliassi-Rad
AI Magazine, Volume 29, Number 3, page 93--106 - 2008


Data Mining and Knowledge Discovery, Special Issue on Utility Based Data Mining, Volume 17, Number 2, page 136--163 - October 2008

ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, page 43--51 - 2008
Note: Winner of the KDD'08 Best Student Paper Award.  

Prithviraj Sen, Amol Deshpande, Lise Getoor
International Conference on Very Large Data Bases - 2008

2nd ACM SIGKDD Workshop on Social Network Mining and Analysis (SNA-KDD) - 2008

IEEE Transactions on Visualization and Computer Graphics, Volume 14, Number 5, page 999--1014 - 2008

Marc Smith, Vladimir Barash, Lise Getoor, Hady Lauw
CIKM Workshop on Search in Social Media - 2008

Technical Report LAMP-TR150, University of Maryland, College Park, Number LAMP-TR150 - March 2008

Proceedings of the First SIGKDD International Workshop on Privacy, Security, and Trust in KDD (PinKDD 2007), Volume 4890, page 153-171 - March 2008
Note: This is an extended version of the original workshop paper.  

46th Annual Meeting of the Association of Computational Linguistics, page 265--268 - June 2008

Thomas Dietterich, Pedro Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli
Machine Learning, Volume 73, Number 1, page 3--23 - 2008
Note: Full version is available at http://dx.doi.org/10.1007/s10994-008-5079-1  

Technical Report CS-TR-4926, University of Maryland, Number CS-TR-4926 - 2008
Note: An earlier version appears as CS-TR-4922, July 2008  

Elena Zheleva, Alek Kolcz, Lise Getoor
ACM Transactions on Information Systems, Volume 27, Number 1 - December 2008
Note: Full version in ACM library  

Elena Zheleva, Lise Getoor, Jennifer Golbeck, Ugur Kuter
2nd ACM SIGKDD Workshop on Social Network Mining and Analysis (SNA-KDD) - 2008
 
Publications in 2007
Galileo Mark Namata, Brian Staats, Lise Getoor, Ben Shneiderman
ACM Conference on Information and Knowledge Management - 2007

Rezarta Islamaj, Lise Getoor, W. John Wilbur
Computational Methods of Feature Selection, Chapman and Hall/CRC Press - 2007

Hamid Haidarian-Shahri, Galileo Mark Namata, Saket Navlakha, Amol Deshpande, Nick Roussopoulos
4th International Workshop on Data Management for Sensor Networks - 2007

Hyunmo Kang, Lise Getoor, Lisa Singh
Visual Analytics Science and Technology (VAST) - 2007

Rezarta Islamaj, Lise Getoor, W. John Wilbur
IEEE ICDM Workshop on Mining and Management of Biological Data - 2007

ACM Transactions on Knowledge Discovery from Data, Volume 1, Number 1, page 1-36 - March 2007

Workshop on Mining Graphs and Complex Structures at the IEEE International Conference on Data Mining (ICDM-2007) - 2007

Octavian Udrea, Lise Getoor
Workshop on Semantic Web for Collaborative Knowledge Acquisition at the International Joint Conference on Artificial Intelligence - 2007

Rezarta Islamaj, Lise Getoor, W. John Wilbur, Stephen Mount
BMC Bioinformatics, Volume 8, Number 410 - October 2007
Note: Electronic version is available at http://www.biomedcentral.com/1471-2105/8/410  


Daphne Koller, Nir Friedman, Lise Getoor, Benjamin Taskar
An Introduction to Statistical Relational Learning, MIT Press - 2007

Octavian Udrea, Lise Getoor, Renee Miller
Misc - 2007

Octavian Udrea, Renee Miller, Lise Getoor
Demo Presentation at International Semantic Web Conference (ISWC) - 2007

Lisa Singh, Lise Getoor
IEEE Data Engineering Bulletin, Volume 30, Number 2 - jul 2007


Octavian Udrea, Lise Getoor, Renee Miller
Proceedings of ACM-SIGMOD 2007 International Conference on Management, page 449--460 - 2007

Technical Report CS-TR-4858, University of Maryland, Number CS-TR-4858 - February 2007

The 22nd National Conference on Artificial Intelligence (NECTAR Track) - 2007

First ACM SIGKDD Workshop on Privacy, Security, and Trust in KDD (PinKDD 2007) - 2007
Note: An extended version of this paper can be found at http://linqs.cs.umd.edu/basilic/web/Publications/2008/zheleva:kdd07-lncs/  

Edward Hung, Lise Getoor, V. S. Subrahmanian
ACM Transactions on Computational Logic (TOCL) - 2007

Lise Getoor, Nir Friedman, Daphne Koller, Avi Pfeffer, Benjamin Taskar
An Introduction to Statistical Relational Learning, MIT Press - 2007

Journal of Artificial Intelligence Research (JAIR), Volume 30, page 621--657 - Dec 2007

Christopher Diehl, Galileo Mark Namata, Lise Getoor
AAAI '07: Proceedings of the 22nd National Conference on Artificial Intelligence - July 2007

Prithviraj Sen, Amol Deshpande
International Conference on Data Engineering - 2007

Prithviraj Sen, Amol Deshpande, Lise Getoor
Workshop on Data Mining of Uncertain Data (ICDM) - 2007

Rezarta Islamaj, Lise Getoor, W. John Wilbur, Stephen Mount
Nucleic Acids Research - 2007

Hyunmo Kang, Lise Getoor, Lisa Singh
SIGKDD Explorations, Special Issue on Visual Analytics, Volume 9, Number 2, page 13-21 - dec 2007

Lisa Singh, Mitchell Beard, Lise Getoor, M. Brian Blake
L. Singh, M. Beard, L. Getoor, M. Blake. Visual mining of multi-modal social networks at different abstraction levels. IEEE Conference on Information Visualization - Symposium of Visual Data Mining (IV-VDM) - 2007

AAAI '07: Proceedings of the 22nd National Conference on Artificial Intelligence - July 2007
 
Publications in 2006
Rezarta Islamaj, Lise Getoor, W. John Wilbur
International Workshop on Feature Selection for Data Mining (FSDM) - April 2006

SIAM Conference on Data Mining (SDM) - April 2006
Note: Winner of the Best Paper Award.  

Data Engineering Bulletin, Volume 29, Number 1 - march 2006

PhD thesis from University of Maryland, College Park - Dec 2006

Data Engineering Bulletin, Volume 29, Number 2 - june 2006

SIAM Data Mining Workshop on Link Analysis, Counterterrorism and Security - 2006

International Conference on Machine Learning - 2006

Visual Analytics Science and Technology (VAST) - October 2006



International Sunbelt Social Network Conference (Sunbelt XXVI) - 2006


ICML Workshop on Statistical Network Analysis (SNA) - 2006

Rezarta Islamaj, Lise Getoor, W. John Wilbur
Knowledge Discovery in Databases: PKDD 2006, Volume 4213, page 553-560 - September 2006

Galileo Mark Namata, Lise Getoor, Christopher Diehl
ICML Workshop on Statistical Network Analysis - 2006

Gregory Piatetsky-Shapiro, Robert Grossman, Chabane Djeraba, Ronen Feldman, Lise Getoor, Mohammed Zaki
12th International Conference on Knowledge Discovery and Data Mining - 2006

Christopher Diehl, Lise Getoor, Galileo Mark Namata
SIAM Conference on Data Mining (SDM) - 2006


Lise Getoor, John Grant
Machine Learning Journal, Volume 62, Number 1-2 - feb 2006

ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - August 2006

ICML Workshop on Statistical Relational Learning (SRL) - 2006

IEEE International Conference on Data Mining (ICDM) - December 2006
 
Publications in 2005
Marie desJardins, Priyang Rathod, Lise Getoor
16th European Conference on Machine Learning (ECML) - 2005

ACM SIGKDD Workshop on Link Analysis and Group Detection (LinkKDD) - 2005

International Symposium on Graph Drawing, Volume 3843, page 505--507 - September 2005

Lise Getoor, Christopher Diehl
SigKDD Explorations Special Issue on Link Mining, Volume 7, Number 2 - december 2005

Advanced Methods for Knowledge Discovery from Complex Data, Springer-Verlag - 2005

IEEE International Conference on Data Mining (ICDM), page 773-776 - 2005

ACM SIGKDD Workshop on Multi Relational Data Mining (MRDM) - 2005
 
Publications in 2004
ACM SIGKDD Workshop on Link Analysis and Group Detection (LinkKDD) - 2004

ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD) - 2004

Lise Getoor, Jeanne Rhee, Daphne Koller, Peter Small
AI in Medicine Journal, Volume 30, page 233-256 - 2004

Annual Meeting of the Association for Computational Linguistics (ACL) - July 2004

Kristina Lerman, Lise Getoor, Steve Minton, Craig Knoblock
In Proceedings of ACM-SIGMOD 2004 International Conference on Management of Data - 2004
 
Publications in 2003
SIGKDD Explorations, volume, Volume 5, Number 1, page 85- -89 - 2003

Qing Lu, Lise Getoor
Proceedings of the International Conference on Machine Learning (ICML) - 2003

Qing Lu, Lise Getoor
ICML Workshop on "The Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining - 2003

Qing Lu, Lise Getoor
IJCAI Workshop on "Text Mining and Link Analysis" - 2003

Edward Hung, Lise Getoor, V. S. Subrahmanian
Proceedings of the International Conference on Database Theory - 2003

Edward Hung, Lise Getoor, V. S. Subrahmanian
Proceedings of the IEEE International Conference on Data Engineering - 2003

Data Engineering Bulletin, Volume 26, Number 3, page 11- -18 - 2003
 
Publications in 2002
Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar
Journal of Machine Learning Research, Volume 3, page 679- -707 - 2002

Lise Getoor, Nir Friedman, Daphne Koller
Electronic Transactions on Artificial Intelligence, Volume 6, Number section B - 2002
 
Publications in 2001
Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar
Proceedings of International Conference on Machine Learning (ICML) - 2001

Lise Getoor, Nir Friedman, Daphne Koller, Avi Pfeffer
Relational Data Mining, Springer-Verlag - 2001


Multi-Relational Data Mining Workshop - 2001

Lise Getoor, Eran Segal, Benjamin Taskar, Daphne Koller
IJCAI Workshop on Text Learning: Beyond Supervision - 2001

Lise Getoor, Daphne Koller, Benjamin Taskar
Proceedings of ACM-SIGMOD 2001 International Conference on Management of Data - 2001
 
Publications in 2000
Lise Getoor, Daphne Koller, Nir Friedman
Proceedings of the ICML Workshop on Attribute-Value and Relational Learning: Crossing the Boundaries - 2000

Lise Getoor, Daphne Koller, Benjamin Taskar, Nir Friedman
Proceedings of the AAAI Workshop on Learning Statistical Models from Relational Data - 2000

Marie desJardins, Lise Getoor, Daphne Koller
Symposium on Abstraction, Reformulation and Approximation - 2000
 
Publications in 1999

Nir Friedman, Lise Getoor, Daphne Koller, Avi Pfeffer
International Joint Conference on Arti cial Intelligence - 1999

Lise Getoor, Mehran Sahami
Working Notes of the KDD Workshop on Web Usage Analysis and User Profiling - 1999
 
Publications in 1998
Ursulza Chajewska, Joseph Norman, Lise Getoor
Twentieth Anniversary Meeting of the Society for Medical Decision Making - 1998

Ursulza Chajewska, Lise Getoor, Joseph Norman, Yuval Shahar
Uncertainty in Arti cial Intelligence - 1998

Ursulza Chajewska, Lise Getoor, Joseph Norman
Proceedings of the AAAI Spring Symposium Series on Interactive and Mixed Initiative Decision-Theoretic Systems - 1998
 
Publications in 1997
Lise Getoor, Gregor Ottosson, Markus Fromherz, Bjorn Carlson
Proceedings of the Fourteenth national Conference on Artificial Intelligence - 1997

Lise Getoor, Markus Fromherz
Working notes AAAI Workshop on Online Search - 1997
 
Publications in 1995
Amy Lansky, Lise Getoor
Proceedings of the International Joint Conference on Arti cial Intelligence - 1995

Amy Lansky, Mark Friedman, Lise Getoor, Scott Schmidler, Nick Short Jr.
Proceedings of the AAAI Spring Symposium on Integrated Planning Applications - 1995
 
Publications in 1994
Amy Lansky, Lise Getoor
Proceedings of the AAAI Fall Symposium on Planning and Learning: On to Real Applications - 1994

Amy Lansky, Lise Getoor
Proceedings of the Workshop on Theory Reformulation and Abstraction - 1994