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David Jensen Vis

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*2008
48EEAndrew Fast, David Jensen: Why Stacked Models Perform Effective Collective Classification. ICDM 2008: 785-790
47EERavi Kumar, Alexander Tuzhilin, Christos Faloutsos, David Jensen, Gueorgi Kossinets, Jure Leskovec, Andrew Tomkins: Social networks: looking ahead. KDD 2008: 1060
46EEJennifer Neville, David Jensen: A bias/variance decomposition for models using collective inference. Machine Learning 73(1): 87-106 (2008)
45EEMichael Hay, Gerome Miklau, David Jensen, Donald F. Towsley, Philipp Weis: Resisting structural re-identification in anonymized social networks. PVLDB 1(1): 102-114 (2008)
44EEAmy McGovern, David Jensen: Optimistic pruning for multiple instance learning. Pattern Recognition Letters 29(9): 1252-1260 (2008)
2007
43EEMatthew J. Rattigan, Marc Maier, David Jensen, Bin Wu, Xin Pei, Jianbin Tan, Yi Wang: Exploiting Network Structure for Active Inference in Collective Classification. ICDM Workshops 2007: 429-434
42EEMatthew J. Rattigan, Marc Maier, David Jensen: Graph clustering with network structure indices. ICML 2007: 783-790
41EEJennifer Neville, David Jensen: Bias/Variance Analysis for Relational Domains. ILP 2007: 27-28
40EELisa Friedland, David Jensen: Finding tribes: identifying close-knit individuals from employment patterns. KDD 2007: 290-299
39EEAndrew Fast, Lisa Friedland, Marc Maier, Brian Taylor, David Jensen, Henry G. Goldberg, John Komoroske: Relational data pre-processing techniques for improved securities fraud detection. KDD 2007: 941-949
38EETrevor Strohman, W. Bruce Croft, David Jensen: Recommending citations for academic papers. SIGIR 2007: 705-706
2006
37EEChirag Shah, W. Bruce Croft, David Jensen: Representing documents with named entities for story link detection (SLD). CIKM 2006: 868-869
36EEJohn Burgess, Brian Gallagher, David Jensen, Brian Neil Levine: MaxProp: Routing for Vehicle-Based Disruption-Tolerant Networks. INFOCOM 2006
35EEMatthew J. Rattigan, Marc Maier, David Jensen: Using structure indices for efficient approximation of network properties. KDD 2006: 357-366
34EEHendrik Blockeel, David Jensen, Stefan Kramer: Introduction to the special issue on multi-relational data mining and statistical relational learning. Machine Learning 62(1-2): 3-5 (2006)
2005
33 Stephen Hart, Roderic A. Grupen, David Jensen: A Relational Representation for Procedural Task Knowledge. AAAI 2005: 1280-1285
32EEJennifer Neville, David Jensen: Leveraging Relational Autocorrelation with Latent Group Models. ICDM 2005: 322-329
31EEÖzgür Simsek, David Jensen: Decentralized Search in Networks Using Homophily and Degree Disparity. IJCAI 2005: 304-310
30EEJennifer Neville, Özgür Simsek, David Jensen, John Komoroske, Kelly Palmer, Henry G. Goldberg: Using relational knowledge discovery to prevent securities fraud. KDD 2005: 449-458
29EEAndrew Fast, David Jensen, Brian Neil Levine: Creating social networks to improve peer-to-peer networking. KDD 2005: 568-573
28EEGeorge Dean Bissias, Marc Liberatore, David Jensen, Brian Neil Levine: Privacy Vulnerabilities in Encrypted HTTP Streams. Privacy Enhancing Technologies 2005: 1-11
27EEJennifer Neville, David Jensen: Leveraging relational autocorrelation with latent group models. Probabilistic, Logical and Relational Learning 2005
26EEMatthew J. Rattigan, David Jensen: The case for anomalous link discovery. SIGKDD Explorations 7(2): 41-47 (2005)
2004
25EEBita Gorjiara, Pai H. Chou, Nader Bagherzadeh, Mehrdad Reshadi, David Jensen: Fast and efficient voltage scheduling by evolutionary slack distribution. ASP-DAC 2004: 659-662
24EEJennifer Neville, David Jensen: Dependency Networks for Relational Data. ICDM 2004: 170-177
23EEDavid Jensen, Jennifer Neville, Brian Gallagher: Why collective inference improves relational classification. KDD 2004: 593-598
2003
22EEJennifer Neville, David Jensen, Brian Gallagher: Simple Estimators for Relational Bayesian Classifiers. ICDM 2003: 609-612
21 David Jensen, Jennifer Neville, Michael Hay: Avoiding Bias when Aggregating Relational Data with Degree Disparity. ICML 2003: 274-281
20 Amy McGovern, David Jensen: Identifying Predictive Structures in Relational Data Using Multiple Instance Learning. ICML 2003: 528-535
19EEDavid Jensen, Matthew J. Rattigan, Hannah Blau: Information awareness: a prospective technical assessment. KDD 2003: 378-387
18EEJennifer Neville, David Jensen, Lisa Friedland, Michael Hay: Learning relational probability trees. KDD 2003: 625-630
17EEHaifeng Xi, Heng Cao, Leonard Berman, David Jensen: Supply chain simulation: distributed supply chain simulation using a generic job running framework. Winter Simulation Conference 2003: 1305-1312
16EEAmy McGovern, Lisa Friedland, Michael Hay, Brian Gallagher, Andrew Fast, Jennifer Neville, David Jensen: Exploiting relational structure to understand publication patterns in high-energy physics. SIGKDD Explorations 5(2): 165-172 (2003)
2002
15 David Jensen, Jennifer Neville: Linkage and Autocorrelation Cause Feature Selection Bias in Relational Learning. ICML 2002: 259-266
14EEDavid Jensen, Jennifer Neville: Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners. ILP 2002: 101-116
2000
13EEVictor Lavrenko, Matthew D. Schmill, Dawn Lawrie, Paul Ogilvie, David Jensen, James Allan: Language Models for Financial News Recommendation. CIKM 2000: 389-396
12EEDavid Jensen: Knowledge Discovery from Graphs (Invited Talk). Graph Drawing 2000: 170
11 Fawzi Daud, Michael Mateas, Phoebe Sengers, Susan Brennan, Alain Giboin, David R. Traum, Vinay Chaudri, Richard Fikes, Donia Scott, Richard Power, David Jensen: Reports on the AAAI Fall Symposia (November 1999 and November 1998). AI Magazine 21(2): 85-88 (2000)
10EEDavid Jensen: Data Snooping, Dredging and Fishing: The Dark Side of Data Mining, A SIGKDD99 Panel Report. SIGKDD Explorations 1(2): 52-54 (2000)
1999
9 David Jensen, Michael Atighetchi, Régis Vincent, Victor R. Lesser: Learning Quantitative Knowledge for Multiagent Coordination. AAAI/IAAI 1999: 24-31
8 Tim Oates, David Jensen: Toward a Theoretical Understanding of Why and When Decision Tree Pruning Algorithms Fail. AAAI/IAAI 1999: 372-378
7EEFoster J. Provost, David Jensen, Tim Oates: Efficient Progressive Sampling. KDD 1999: 23-32
6EEDavid Jensen, Yulin Dong, Barbara Staudt Lerner, Eric K. McCall, Leon J. Osterweil, Stanley M. Sutton Jr., Alexander E. Wise: Coordinating agent activities in knowledge discovery processes. WACC 1999: 137-146
1998
5 Tim Oates, David Jensen: Large Datasets Lead to Overly Complex Models: An Explanation and a Solution. KDD 1998: 294-298
4 Francisco Barahona, David Jensen: Plant location with minimum inventory. Math. Program. 83: 101-111 (1998)
1997
3 Tim Oates, David Jensen: The Effects of Training Set Size on Decision Tree Complexity. ICML 1997: 254-262
2EEDavid Jensen, Tim Oates, Paul R. Cohen: Building Simple Models: A Case Study with Decision Trees. IDA 1997: 211-222
1 David Jensen, Matthew D. Schmill: Adjusting for Multiple Comparisons in Decision Tree Pruning. KDD 1997: 195-198

Coauthor Index

1James Allan [13]
2Michael Atighetchi [9]
3Nader Bagherzadeh [25]
4Francisco Barahona [4]
5Leonard Berman [17]
6George Dean Bissias [28]
7Hannah Blau [19]
8Hendrik Blockeel [34]
9Susan Brennan [11]
10John Burgess [36]
11Heng Cao [17]
12Vinay Chaudri [11]
13Pai H. Chou [25]
14Paul R. Cohen [2]
15W. Bruce Croft [37] [38]
16Fawzi Daud [11]
17Yulin Dong [6]
18Christos Faloutsos [47]
19Andrew Fast [16] [29] [39] [48]
20Richard Fikes [11]
21Lisa Friedland [16] [18] [39] [40]
22Brian Gallagher [16] [22] [23] [36]
23Alain Giboin [11]
24Henry G. Goldberg [30] [39]
25Bita Gorjiara [25]
26Roderic A. Grupen [33]
27Stephen Hart [33]
28Michael Hay [16] [18] [21] [45]
29John Komoroske [30] [39]
30Gueorgi Kossinets [47]
31Stefan Kramer [34]
32Ravi Kumar (S. Ravi Kumar) [47]
33Victor Lavrenko [13]
34Dawn J. Lawrie (Dawn Lawrie) [13]
35Barbara Staudt Lerner [6]
36Jure Leskovec [47]
37Victor R. Lesser [9]
38Brian Neil Levine [28] [29] [36]
39Marc Liberatore [28]
40Marc Maier [35] [39] [42] [43]
41Michael Mateas [11]
42Eric K. McCall [6]
43Amy McGovern [16] [20] [44]
44Gerome Miklau [45]
45Jennifer Neville [14] [15] [16] [18] [21] [22] [23] [24] [27] [30] [32] [41] [46]
46Tim Oates [2] [3] [5] [7] [8]
47Paul Ogilvie [13]
48Leon J. Osterweil [6]
49Kelly Palmer [30]
50Xin Pei [43]
51Richard Power [11]
52Foster J. Provost [7]
53Matthew J. Rattigan [19] [26] [35] [42] [43]
54Mehrdad Reshadi [25]
55Matthew D. Schmill [1] [13]
56Donia Scott [11]
57Phoebe Sengers [11]
58Chirag Shah [37]
59Özgür Simsek [30] [31]
60Trevor Strohman [38]
61Stanley M. Sutton Jr. [6]
62Jianbin Tan [43]
63Brian Taylor [39]
64Andrew Tomkins [47]
65Donald F. Towsley [45]
66David R. Traum [11]
67Alexander Tuzhilin [47]
68Régis Vincent [9]
69Yi Wang [43]
70Philipp Weis [45]
71Alexander E. Wise [6]
72Bin Wu [43]
73Haifeng Xi [17]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)