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1

Structured machine learning: the next ten years

Thomas G. Dietterich, Pedro Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli

Journal:

Machine Learning

Year:

2008

Language:

english

File:

PDF, 434 KB

english, 2008

2

Forecasting rare disease outbreaks from open source indicators

Rekatsinas, Theodoros, Ghosh, Saurav, Mekaru, Sumiko R., Nsoesie, Elaine O., Brownstein, John S., Getoor, Lise, Ramakrishnan, Naren

Journal:

Statistical Analysis and Data Mining

Year:

2017

Language:

english

File:

PDF, 1.30 MB

english, 2017

3

PrDB: managing and exploiting rich correlations in probabilistic databases

Prithviraj Sen, Amol Deshpande, Lise Getoor

Journal:

The VLDB Journal

Year:

2009

Language:

english

File:

PDF, 1.12 MB

english, 2009

4

PRL: A probabilistic relational language

Lise Getoor, John Grant

Journal:

Machine Learning

Year:

2006

Language:

english

File:

PDF, 685 KB

english, 2006

5

Lifted graphical models: a survey

Kimmig, Angelika, Mihalkova, Lilyana, Getoor, Lise

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 810 KB

english, 2015

6

[IEEE 2011 Workshop on Person-Oriented Vision (POV) - Kona, HI, USA (2011.01.7-2011.01.7)] 2011 IEEE Workshop on Person-Oriented Vision - Active inference for retrieval in camera networks

Chen, Daozheng, Bilgic, Mustafa, Getoor, Lise, Jacobs, David, Mihalkova, Lilyana, Yeh, Tom

Year:

2011

Language:

english

File:

PDF, 1.67 MB

english, 2011

7

Entity resolution

Getoor, Lise, Machanavajjhala, Ashwin

Journal:

Proceedings of the VLDB Endowment

Year:

2012

Language:

english

File:

PDF, 88 KB

english, 2012

8

[ACM Press the first ACM conference - Atlanta, Georgia, USA (2014.03.04-2014.03.05)] Proceedings of the first ACM conference on Learning @ scale conference - L@S '14 - Uncovering hidden engagement patterns for predicting learner performance in MOOCs

Ramesh, Arti, Goldwasser, Dan, Huang, Bert, Daume, Hal, Getoor, Lise

Year:

2014

Language:

english

File:

PDF, 306 KB

english, 2014

9

[ACM Press the 17th ACM SIGKDD international conference - San Diego, California, USA (2011.08.21-2011.08.24)] Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 - Collective graph identification

Namata, Galileo Mark, Kok, Stanley, Getoor, Lise

Year:

2011

Language:

english

File:

PDF, 448 KB

english, 2011

10

Selectivity estimation using probabilistic models

Getoor, Lise, Taskar, Benjamin, Koller, Daphne

Journal:

ACM SIGMOD Record

Year:

2001

Language:

english

File:

PDF, 513 KB

english, 2001

11

Visual analysis of dynamic group membership in temporal social networks

Kang, Hyunmo, Getoor, Lise, Singh, Lisa

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2007

Language:

english

File:

PDF, 811 KB

english, 2007

12

[ACM Press the 26th International Conference - Perth, Australia (2017.04.03-2017.04.07)] Proceedings of the 26th International Conference on World Wide Web - WWW '17 - Probabilistic Visitor Stitching on Cross-Device Web Logs

Kim, Sungchul, Kini, Nikhil, Pujara, Jay, Koh, Eunyee, Getoor, Lise

Year:

2017

Language:

english

File:

PDF, 1.19 MB

english, 2017

13

Soft quantification in statistical relational learning

Farnadi, Golnoosh, Bach, Stephen H., Moens, Marie-Francine, Getoor, Lise, De Cock, Martine

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 1.29 MB

english, 2017

14

[ACM Press the International Conference - Leipzig, Germany (2017.08.23-2017.08.26)] Proceedings of the International Conference on Web Intelligence - WI '17 - Multi-relational influence models for online professional networks

Rames, Arti, Rodriguez, Mario, Getoor, Lise

Year:

2017

Language:

english

File:

PDF, 778 KB

english, 2017

15

AI Theory and Practice: A Discussion on Hard Challenges and Opportunities Ahead

Horvitz, Eric, Getoor, Lise, Guestrin, Carlos, Hendler, James, Konstan, Joseph, Subramanian, Devika, Wellman, Michael, Kautz, Henry

Journal:

Year:

2010

Language:

english

File:

PDF, 200 KB

english, 2010

16

Preface

Manfred Jaeger, Lise Getoor, Kristian Kersting

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2008

Language:

english

File:

PDF, 119 KB

english, 2008

17

Cost-sensitive learning with conditional Markov networks

Prithviraj Sen, Lise Getoor

Journal:

Data Mining and Knowledge Discovery

Year:

2008

Language:

english

File:

PDF, 476 KB

english, 2008

18

Understanding actor loyalty to event-based groups in affiliation networks

Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann

Journal:

Social Network Analysis and Mining

Year:

2011

Language:

english

File:

PDF, 506 KB

english, 2011

19

LEARNING STRUCTURED BAYESIAN NETWORKS: COMBINING ABSTRACTION HIERARCHIES AND TREE-STRUCTURED CONDITIONAL PROBABILITY TABLES

Marie DesJardins, Priyang Rathod, Lise Getoor

Journal:

Computational Intelligence

Year:

2008

Language:

english

File:

PDF, 815 KB

english, 2008

20

Understanding tuberculosis epidemiology using structured statistical models

Lise Getoor, Jeanne T Rhee, Daphne Koller, Peter Small

Journal:

Artificial Intelligence in Medicine

Year:

2004

Language:

english

File:

PDF, 267 KB

english, 2004

21

Indirect two-sided relative ranking: a robust similarity measure for gene expression data

Louis Licamele, Lise Getoor

Journal:

BMC Bioinformatics

Year:

2010

Language:

english

File:

PDF, 1.10 MB

english, 2010

22

Features generated for computational splice-site prediction correspond to functional elements

Rezarta Islamaj Dogan, Lise Getoor, W John Wilbur, Stephen M Mount

Journal:

BMC Bioinformatics

Year:

2007

Language:

english

File:

PDF, 1.60 MB

english, 2007

23

Common effect of antipsychotics on the biosynthesis and regulation of fatty acids and cholesterol supports a key role of lipid homeostasis in schizophrenia

Mihael H. Polymeropoulos, Louis Licamele, Simona Volpi, Kendra Mack, Shruti N. Mitkus, Eugene D. Carstea, Lise Getoor, Andrew Thompson, Christian Lavedan

Journal:

Schizophrenia Research

Year:

2009

Language:

english

File:

PDF, 1009 KB

english, 2009

24

TACI: Taxonomy-Aware Catalog Integration

Papadimitriou, Panagiotis, Tsaparas, Panayiotis, Fuxman, Ariel, Getoor, Lise

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2013

Language:

english

File:

PDF, 1.29 MB

english, 2013

25

[ACM Press the 18th international conference - Madrid, Spain (2009.04.20-2009.04.24)] Proceedings of the 18th international conference on World wide web - WWW '09 - To join or not to join

Zheleva, Elena, Getoor, Lise

Year:

2009

Language:

english

File:

PDF, 1.03 MB

english, 2009

26

[ACM Press the 12th International Workshop - Chicago, Illinois (2013.08.11-2013.08.14)] Proceedings of the 12th International Workshop on Data Mining in Bioinformatics - BioKDD '13 - Drug-target interaction prediction for drug repurposing with probabilistic similarity logic

Fakhraei, Shobeir, Raschid, Louiqa, Getoor, Lise

Year:

2013

Language:

english

File:

PDF, 968 KB

english, 2013

27

Link mining

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2003

Language:

english

File:

PDF, 551 KB

english, 2003

28

[IEEE 2006 IEEE Symposium On Visual Analytics And Technology - Baltimore, MD, USA (2006.10.31-2006.10.31)] 2006 IEEE Symposium On Visual Analytics And Technology - D-Dupe: An Interactive Tool for Entity Resolution in Social Networks

Bilgic, Mustafa, Licamele, Louis, Getoor, Lise, Shneiderman, Ben

Year:

2006

Language:

english

File:

PDF, 690 KB

english, 2006

29

[ACM Press the 15th ACM SIGKDD international conference - Paris, France (2009.06.28-2009.07.01)] Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09 - Co-evolution of social and affiliation networks

Zheleva, Elena, Sharara, Hossam, Getoor, Lise

Year:

2009

Language:

english

File:

PDF, 1.13 MB

english, 2009

30

[IEEE 2014 IEEE 30th International Conference on Data Engineering (ICDE) - Chicago, IL, USA (2014.03.31-2014.04.4)] 2014 IEEE 30th International Conference on Data Engineering - Subgraph pattern matching over uncertain graphs with identity linkage uncertainty

Moustafa, Walaa Eldin, Kimmig, Angelika, Deshpande, Amol, Getoor, Lise

Year:

2014

Language:

english

File:

PDF, 1.56 MB

english, 2014

31

[IEEE 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - OR, USA (2013.06.23-2013.06.28)] 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops - Collective Activity Detection Using Hinge-loss Markov Random Fields

London, Ben, Khamis, Sameh, Bach, Stephen H., Huang, Bert, Getoor, Lise, Davis, Larry

Year:

2013

Language:

english

File:

PDF, 1010 KB

english, 2013

32

[IEEE 2011 IEEE Conference on Visual Analytics Science and Technology (VAST) - Providence, RI, USA (2011.10.23-2011.10.28)] 2011 IEEE Conference on Visual Analytics Science and Technology (VAST) - G-PARE: A visual analytic tool for comparative analysis of uncertain graphs

Sharara, Hossam, Sopan, Awalin, Namata, Galileo, Getoor, Lise, Singh, Lisa

Year:

2011

Language:

english

File:

PDF, 1.68 MB

english, 2011

33

[IEEE 2007 Seventh IEEE International Conference on Data Mining - Workshops (ICDM Workshops) - Omaha, NE, USA (2007.10.28-2007.10.31)] Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007) - Characterizing RNA Secondary-Structure Features and Their Effects on Splice-Site Prediction

Dogan, Rezarta Islamaj, Getoor, Lise, Wilbur, W. John

Year:

2007

Language:

english

File:

PDF, 851 KB

english, 2007

34

Privacy in Social Networks

Zheleva, Elena, Terzi, Evimaria, Getoor, Lise

Journal:

Synthesis Lectures on Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 2.64 MB

english, 2012

35

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Social Capital in Friendship-Event Networks

Licamele, Louis, Getoor, Lise

Year:

2006

Language:

english

File:

PDF, 287 KB

english, 2006

36

[IEEE 2007 11th International Conference Information Visualization (IV '07) - Zurich, Switzerland (2007.07.4-2007.07.6)] 2007 11th International Conference Information Visualization (IV '07) - GeoDDupe: A Novel Interface for Interactive Entity Resolution in Geospatial Data

Kang, Hyunmo, Sehgal, Vivek, Getoor, Lise

Year:

2007

Language:

english

File:

PDF, 1.37 MB

english, 2007

37

[IEEE 2007 Seventh IEEE International Conference on Data Mining - Workshops (ICDM Workshops) - Omaha, NE, USA (2007.10.28-2007.10.31)] Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007) - Representing Tuple and Attribute Uncertainty in Probabilistic Databases

Sen, Prithviraj, Deshpande, Amol, Getoor, Lise

Year:

2007

Language:

english

File:

PDF, 253 KB

english, 2007

38

[IEEE 2013 IEEE International Conference on Big Data - Silicon Valley, CA, USA (2013.10.6-2013.10.9)] 2013 IEEE International Conference on Big Data - A hypergraph-partitioned vertex programming approach for large-scale consensus optimization

Miao, Hui, Liu, Xiangyang, Huang, Bert, Getoor, Lise

Year:

2013

Language:

english

File:

PDF, 193 KB

english, 2013

39

Link mining

Getoor, Lise, Diehl, Christopher P.

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2005

Language:

english

File:

PDF, 205 KB

english, 2005

40

[IEEE 2009 International Conference on Advances in Social Network Analysis and Mining (ASONAM) - Athens, Greece (2009.07.20-2009.07.22)] 2009 International Conference on Advances in Social Network Analysis and Mining - The Dynamics of Actor Loyalty to Groups in Affiliation Networks

Sharara, Hossam, Singh, Lisa, Getoor, Lise, Mann, Janet

Year:

2009

Language:

english

File:

PDF, 447 KB

english, 2009

41

[IEEE 2012 IEEE International Conference on Data Engineering (ICDE 2012) - Arlington, VA, USA (2012.04.1-2012.04.5)] 2012 IEEE 28th International Conference on Data Engineering - Ego-centric Graph Pattern Census

Moustafa, Walaa Eldin, Deshpande, Amol, Getoor, Lise

Year:

2012

Language:

english

File:

PDF, 998 KB

english, 2012

42

[IEEE 2012 International Conference on Social Informatics (SocialInformatics) - Alexandria, VA, USA (2012.12.14-2012.12.16)] 2012 International Conference on Social Informatics - Stability vs. Diversity: Understanding the Dynamics of Actors in Time-Varying Affiliation Networks

Sharara, Hossam, Singh, Lisa, Getoor, Lise, Mann, Janet

Year:

2012

Language:

english

File:

PDF, 389 KB

english, 2012

43

[IEEE 2007 IEEE Symposium on Visual Analytics Science and Technology - Sacramento, CA, USA (2007.10.30-2007.11.1)] 2007 IEEE Symposium on Visual Analytics Science and Technology - C-GROUP: A Visual Analytic Tool for Pairwise Analysis of Dynamic Group Membership

Kang, Hyunmo, Getoor, Lise, Singh, Lisa

Year:

2007

Language:

english

File:

PDF, 711 KB

english, 2007

44

Network-Based Drug-Target Interaction Prediction with Probabilistic Soft Logic

Fakhraei, Shobeir, Huang, Bert, Raschid, Louiqa, Getoor, Lise

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2014

Language:

english

File:

PDF, 1.51 MB

english, 2014

45

[IEEE 2011 IEEE International Conference on Data Engineering Workshops (ICDEW) - Hannover, Germany (2011.04.11-2011.04.16)] 2011 IEEE 27th International Conference on Data Engineering Workshops - Declarative analysis of noisy information networks

Moustafa, Walaa Eldin, Namata, Galileo, Deshpande, Amol, Getoor, Lise

Year:

2011

Language:

english

File:

PDF, 1.63 MB

english, 2011

46

[IEEE 2007 Seventh IEEE International Conference on Data Mining - Workshops (ICDM Workshops) - Omaha, NE, USA (2007.10.28-2007.10.31)] Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007) - Combining Collective Classification and Link Prediction

Bilgic, Mustafa, Namata, Galileo Mark, Getoor, Lise

Year:

2007

Language:

english

File:

PDF, 159 KB

english, 2007

47

[ACM Press the 2007 ACM SIGMOD international conference - Beijing, China (2007.06.11-2007.06.14)] Proceedings of the 2007 ACM SIGMOD international conference on Management of data - SIGMOD '07 - Leveraging data and structure in ontology integration

Udrea, Octavian, Getoor, Lise, Miller, Renée J.

Year:

2007

Language:

english

File:

PDF, 451 KB

english, 2007

48

[ACM Press the sixteenth ACM conference - Lisbon, Portugal (2007.11.06-2007.11.10)] Proceedings of the sixteenth ACM conference on Conference on information and knowledge management - CIKM '07 - A dual-view approach to interactive network visualization

Namata, Galileo Mark, Staats, Brian, Getoor, Lise, Shneiderman, Ben

Year:

2007

Language:

english

File:

PDF, 931 KB

english, 2007

49

A METHOD FOR THE DETECTION OF MEANINGFUL AND REPRODUCIBLE GROUP SIGNATURES FROM GENE EXPRESSION PROFILES

LICAMELE, LOUIS, GETOOR, LISE

Journal:

Journal of Bioinformatics and Computational Biology

Year:

2011

Language:

english

File:

PDF, 1.01 MB

english, 2011

50

[ACM Press the 19th ACM SIGKDD international conference - Chicago, Illinois, USA (2013.08.11-2013.08.14)] Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '13 - Entity resolution for big data

Getoor, Lise, Machanavajjhala, Ashwin

Year:

2013

Language:

english

File:

PDF, 340 KB

english, 2013