David Jensen

	2011
57		Matthew J. Rattigan, Marc E. Maier, David Jensen: Relational Blocking for Causal Discovery. AAAI 2011
56		Phillip B. Kirlin, David Jensen: Probabilistic Modeling of Hierarchical Music Analysis. ISMIR 2011: 393-398
55		Marc E. Maier, Matthew J. Rattigan, David Jensen: Indexing Network Structure with Shortest-Path Trees. TKDD 5(3): 15 (2011)
	2010
54		Marc E. Maier, Brian J. Taylor, Huseyin Oktay, David Jensen: Learning Causal Models of Relational Domains. AAAI 2010
53		Matthew J. Rattigan, David Jensen: Leveraging D-Separation for Relational Data Sets. ICDM 2010: 989-994
52		David Jensen, Arun Rodrigues: Embedded Systems and Exascale Computing. Computing in Science and Engineering 12(6): 20-29 (2010)
51		Michael Hay, Gerome Miklau, David Jensen, Donald F. Towsley, Chao Li: Resisting structural re-identification in anonymized social networks. VLDB J. 19(6): 797-823 (2010)
	2009
50		Michael Hay, Chao Li, Gerome Miklau, David Jensen: Accurate Estimation of the Degree Distribution of Private Networks. ICDM 2009: 169-178
49		David Jensen: Knowledge Discovery by Design. KDIR 2009: 9-9
	2008
48		Andrew S. Fast, David Jensen: Why Stacked Models Perform Effective Collective Classification. ICDM 2008: 785-790
47		Ravi Kumar, Alexander Tuzhilin, Christos Faloutsos, David Jensen, Gueorgi Kossinets, Jure Leskovec, Andrew Tomkins: Social networks: looking ahead. KDD 2008: 1060
46		Jennifer Neville, David Jensen: A bias/variance decomposition for models using collective inference. Machine Learning 73(1): 87-106 (2008)
45		Michael Hay, Gerome Miklau, David Jensen, Donald F. Towsley, Philipp Weis: Resisting structural re-identification in anonymized social networks. PVLDB 1(1): 102-114 (2008)
44		Amy McGovern, David Jensen: Optimistic pruning for multiple instance learning. Pattern Recognition Letters 29(9): 1252-1260 (2008)
	2007
43		Matthew J. Rattigan, Marc E. 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
42		Matthew J. Rattigan, Marc E. Maier, David Jensen: Graph clustering with network structure indices. ICML 2007: 783-790
41		Jennifer Neville, David Jensen: Bias/Variance Analysis for Relational Domains. ILP 2007: 27-28
40		Lisa Friedland, David Jensen: Finding tribes: identifying close-knit individuals from employment patterns. KDD 2007: 290-299
39		Andrew S. Fast, Lisa Friedland, Marc E. Maier, Brian J. Taylor, David Jensen, Henry G. Goldberg, John Komoroske: Relational data pre-processing techniques for improved securities fraud detection. KDD 2007: 941-949
38		Trevor Strohman, W. Bruce Croft, David Jensen: Recommending citations for academic papers. SIGIR 2007: 705-706
37		Jennifer Neville, David Jensen: Relational Dependency Networks. Journal of Machine Learning Research 8: 653-692 (2007)
	2006
36		Chirag Shah, W. Bruce Croft, David Jensen: Representing documents with named entities for story link detection (SLD). CIKM 2006: 868-869
35		John Burgess, Brian Gallagher, David Jensen, Brian Neil Levine: MaxProp: Routing for Vehicle-Based Disruption-Tolerant Networks. INFOCOM 2006
34		Matthew J. Rattigan, Marc E. Maier, David Jensen: Using structure indices for efficient approximation of network properties. KDD 2006: 357-366
33		Hendrik 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
32		Stephen Hart, Roderic A. Grupen, David Jensen: A Relational Representation for Procedural Task Knowledge. AAAI 2005: 1280-1285
31		Jennifer Neville, David Jensen: Leveraging Relational Autocorrelation with Latent Group Models. ICDM 2005: 322-329
30		Özgür Simsek, David Jensen: Decentralized Search in Networks Using Homophily and Degree Disparity. IJCAI 2005: 304-310
29		Jennifer Neville, Özgür Simsek, David Jensen, John Komoroske, Kelly Palmer, Henry G. Goldberg: Using relational knowledge discovery to prevent securities fraud. KDD 2005: 449-458
28		Andrew S. Fast, David Jensen, Brian Neil Levine: Creating social networks to improve peer-to-peer networking. KDD 2005: 568-573
27		George Dean Bissias, Marc Liberatore, David Jensen, Brian Neil Levine: Privacy Vulnerabilities in Encrypted HTTP Streams. Privacy Enhancing Technologies 2005: 1-11
26		Jennifer Neville, David Jensen: Leveraging relational autocorrelation with latent group models. Probabilistic, Logical and Relational Learning 2005
25		Matthew J. Rattigan, David Jensen: The case for anomalous link discovery. SIGKDD Explorations 7(2): 41-47 (2005)
	2004
24		Bita Gorjiara, Pai H. Chou, Nader Bagherzadeh, Mehrdad Reshadi, David Jensen: Fast and efficient voltage scheduling by evolutionary slack distribution. ASP-DAC 2004: 659-662
23		Jennifer Neville, David Jensen: Dependency Networks for Relational Data. ICDM 2004: 170-177
22		David Jensen, Jennifer Neville, Brian Gallagher: Why collective inference improves relational classification. KDD 2004: 593-598
	2003
21		Jennifer Neville, David Jensen, Brian Gallagher: Simple Estimators for Relational Bayesian Classifiers. ICDM 2003: 609-612
20		David Jensen, Jennifer Neville, Michael Hay: Avoiding Bias when Aggregating Relational Data with Degree Disparity. ICML 2003: 274-281
19		Amy McGovern, David Jensen: Identifying Predictive Structures in Relational Data Using Multiple Instance Learning. ICML 2003: 528-535
18		David Jensen, Matthew J. Rattigan, Hannah Blau: Information awareness: a prospective technical assessment. KDD 2003: 378-387
17		Jennifer Neville, David Jensen, Lisa Friedland, Michael Hay: Learning relational probability trees. KDD 2003: 625-630
16		Amy McGovern, Lisa Friedland, Michael Hay, Brian Gallagher, Andrew S. 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
14		David Jensen, Jennifer Neville: Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners. ILP 2002: 101-116
	2000
13		Victor Lavrenko, Matthew D. Schmill, Dawn Lawrie, Paul Ogilvie, David Jensen, James Allan: Language Models for Financial News Recommendation. CIKM 2000: 389-396
12		David 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)
10		David 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
7		Foster J. Provost, David Jensen, Tim Oates: Efficient Progressive Sampling. KDD 1999: 23-32
6		David 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
2		David 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

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

Colors in the list of coauthors

Last update Sat Jun 2 20:57:36 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page