Publications

127 entries « 3 of 3 »

2003

Jennifer Neville, David Jensen, Brian Gallagher

Simple Estimators for Relational Bayesian Classifiers Inproceedings

In: Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 19-22 December 2003, Melbourne, Florida, USA, pp. 609–612, IEEE Computer Society, 2003.

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Jennifer Neville, Micah Adler, David Jensen

Clustering relational data using attribute and link information Inproceedings

In: Proceedings of the text mining and link analysis workshop, 18th international joint conference on artificial intelligence, pp. 9–15, Citeseer 2003.

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David Jensen, Jennifer Neville, Michael Hay

Avoiding Bias when Aggregating Relational Data with Degree Disparity Inproceedings

In: Machine Learning, Proceedings of the Twentieth International Conference (ICML 2003), August 21-24, 2003, Washington, DC, USA, pp. 274–281, AAAI Press, 2003.

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David Jensen, Matthew Rattigan, Hannah Blau

Information awareness: a prospective technical assessment Inproceedings

In: Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003, pp. 378–387, ACM, 2003.

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Amy McGovern, David Jensen

Identifying Predictive Structures in Relational Data Using Multiple Instance Learning Inproceedings

In: Machine Learning, Proceedings of the Twentieth International Conference (ICML 2003), August 21-24, 2003, Washington, DC, USA, pp. 528–535, AAAI Press, 2003.

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Jennifer Neville, Matthew Rattigan, David Jensen

Statistical relational learning: Four claims and a survey Inproceedings

In: Workshop SRL, Int. Joint. Conf. on AI, 2003.

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David Jensen, Jennifer Neville, Matthew Rattigan

Randomization tests for relational learning Inproceedings

In: International Joint Conference on Artificial Intelligence (submitted), Citeseer 2003.

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David Jensen, Lise Getoor

IJCAI 2003 workshop on learning statistical models from relational data Miscellaneous

2003.

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Amy McGovern, David Jensen

Chi-squared: A simpler evaluation function for multiple-instance learning Technical Report

MASSACHUSETTS UNIV AMHERST DEPT OF COMPUTER SCIENCE 2003.

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2002

Hannah Blau, Neil Immerman, David Jensen

A visual language for querying and updating graphs Journal Article

In: University of Massachusetts Amherst Computer Science Technical Report, 37 , pp. 2002, 2002.

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David Jensen

Knowledge evaluation: Statistical evaluations Incollection

In: Handbook of data mining and knowledge discovery, pp. 475–489, 2002.

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David Jensen, Jennifer Neville

Linkage and Autocorrelation Cause Feature Selection Bias in Relational Learning Inproceedings

In: Machine Learning, Proceedings of the Nineteenth International Conference (ICML 2002), University of New South Wales, Sydney, Australia, July 8-12, 2002, pp. 259–266, Morgan Kaufmann, 2002.

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Jennifer Neville, David Jensen

Supporting relational knowledge discovery: Lessons in architecture and algorithm design Inproceedings

In: Proceedings of the Data Mining Lessons Learned Workshop, 19th International Conference on Machine Learning, 2002.

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David Jensen, Victor Lesser

Social pathologies of adaptive agents Inproceedings

In: Safe Learning Agents: Papers from the 2002 AAAI Spring Symposium, pp. 13–19, AAAI Press Menlo Park, CA 2002.

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David Jensen, Jennifer Neville

Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners Inproceedings

In: Inductive Logic Programming, 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers, pp. 101–116, Springer, 2002.

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David Jensen, Jennifer Neville

Schemas and models Inproceedings

In: Proceedings of the Multi-Relational Data Mining Workshop, 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Citeseer 2002.

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David Jensen, Jennifer Neville

Data mining in networks Inproceedings

In: Symposium on Dynamic Social Network Modelling and Analysis, National Academy of Sciences. National Academy Press, Washington, 2002.

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2001

Foster Provost, David Jensen, Tim Oates

Progressive sampling Incollection

In: Instance Selection and Construction for Data Mining, pp. 151–170, Springer, Boston, MA, 2001.

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David Jensen, Jennifer Neville

Correlation and sampling in relational data mining Inproceedings

In: Proceedings of the 33rd Symposium on the Interface of Computing Science and Statistics, 2001.

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Hannah Blau, Neil Immerman, David Jensen

A Visual Query Language for Relational Knowledge Discovery Miscellaneous

2001.

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2000

David Jensen, Paul R. Cohen

Multiple Comparisons in Induction Algorithms Journal Article

In: Mach. Learn., 38 (3), pp. 309–338, 2000.

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David Jensen

Data Snooping, Dredging and Fishing: The Dark Side of Data Mining, A SIGKDD99 Panel Report Journal Article

In: SIGKDD Explor., 1 (2), pp. 52–54, 2000.

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Jennifer Neville, David Jensen

Iterative classification in relational data Inproceedings

In: Proc. AAAI-2000 workshop on learning statistical models from relational data, pp. 13–20, 2000.

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David Jensen

Knowledge Discovery from Graphs (Invited Talk) Inproceedings

In: Graph Drawing, 8th International Symposium, GD 2000, Colonial Williamsburg, VA, USA, September 20-23, 2000, Proceedings, pp. 170, Springer, 2000.

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P Utgoff, Victor Lesser, David Jensen

Inferring task structure from data Miscellaneous

2000.

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Lise Getoor, David Jensen

Learning Statistical Models from Relational Data: Papers from the AAAI Workshop Miscellaneous

2000.

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1998

David Jensen, H Goldberg

AAAI Fall Symposium on AI and Link Analysis Miscellaneous

1998.

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127 entries « 3 of 3 »