David Poole

	2012
107		Michael Chiang, David Poole: Reference classes and relational learning. Int. J. Approx. Reasoning 53(3): 326-346 (2012)
106		David Buchman, Mark W. Schmidt, Shakir Mohamed, David Poole, Nando de Freitas: On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models. Journal of Machine Learning Research - Proceedings Track 22: 173-181 (2012)
105		Stephen Muggleton, Luc De Raedt, David Poole, Ivan Bratko, Peter A. Flach, Katsumi Inoue, Ashwin Srinivasan: ILP turns 20 - Biography and future challenges. Machine Learning 86(1): 3-23 (2012)
	2011
104		Mark Crowley, David Poole: Policy Gradient Planning for Environmental Decision Making with Existing Simulators. AAAI 2011
103		David Poole: Logic, Probability and Computation: Foundations and Issues of Statistical Relational AI. LPNMR 2011: 1-9
102		David Poole, Nevin Lianwen Zhang: Exploiting Contextual Independence In Probabilistic Inference CoRR abs/1106.4864: (2011)
101		Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole: CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements CoRR abs/1107.0023: (2011)
100		David Poole, Fahiem Bacchus, Jacek Kisynski: Towards Completely Lifted Search-based Probabilistic Inference CoRR abs/1107.4035: (2011)
	2010
99		Maria Fox, David Poole: Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010 AAAI Press 2010
98		David Poole, Alan K. Mackworth: Artificial Intelligence - Foundations of Computational Agents. Cambridge University Press 2010: I-XVII, 1-662
97		David Poole: Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale. ILP 2010: 4-5
96		David Poole: Towards a Logic of Feature-Based Semantic Science Theories. KR 2010
95		Ting-Lan Lin, Sandeep Kanumuri, Yuan Zhi, David Poole, Pamela C. Cosman, Amy R. Reibman: A Versatile Model for Packet Loss Visibility and its Application to Packet Prioritization. IEEE Transactions on Image Processing 19(3): 722-735 (2010)
94		Rita Sharma, David Poole, Clinton Smyth: A framework for ontologically-grounded probabilistic matching. Int. J. Approx. Reasoning 51(2): 240-262 (2010)
	2009
93		Mark LaRosa, David Poole, Rudy Schusteritsch: Designing and deploying usetube, google's global user experience observation and recording system. CHI Extended Abstracts 2009: 2971-2986
92		Jacek Kisynski, David Poole: Lifted Aggregation in Directed First-Order Probabilistic Models. IJCAI 2009: 1922-1929
91		Mark Crowley, John Nelson, David Poole: Seeing the Forest Despite the Trees: Large Scale Spatial-Temporal Decision Making. UAI 2009: 126-134
90		Jacek Kisynski, David Poole: Constraint Processing in Lifted Probabilistic Inference. UAI 2009: 293-302
89		David Poole, Clinton Smyth, Rita Sharma: Ontology Design for Scientific Theories That Make Probabilistic Predictions. IEEE Intelligent Systems 24(1): 27-36 (2009)
	2008
88		David Poole, Clinton Smyth, Rita Sharma: Semantic Science and Machine-Accessible Scientific Theories. AAAI Spring Symposium: Semantic Scientific Knowledge Integration 2008: 81-86
87		David Poole: The Independent Choice Logic and Beyond. Probabilistic Inductive Logic Programming 2008: 222-243
86		David Poole, Clinton Smyth, Rita Sharma: Semantic Science: Ontologies, Data and Probabilistic Theories. URSW (LNCS Vol.) 2008: 26-40
85		Saleema Amershi, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, David Poole: Pedagogy and usability in interactive algorithm visualizations: Designing and evaluating CIspace. Interacting with Computers 20(1): 64-96 (2008)
	2007
84		David Poole: Logical Generative Models for Probabilistic Reasoning about Existence, Roles and Identity. AAAI 2007: 1271-1277
83		Rita Sharma, David Poole, Clinton Smyth: A System for Ontologically-Grounded Probabilistic Matching. BMA 2007
82		Mark Crowley, Brent Boerlage, David Poole: Adding Local Constraints to Bayesian Networks. Canadian Conference on AI 2007: 344-355
81		Amy R. Reibman, David Poole: Characterizing packet-loss impairments in compressed video. ICIP (5) 2007: 77-80
	2005
80		Rita Sharma, David Poole: Probability and Equality: A Probabilistic Model of Identity Uncertainty. Canadian Conference on AI 2005: 227-231
79		David Poole, Clinton Smyth: Type Uncertainty in Ontologically-Grounded Qualitative Probabilistic Matching. ECSQARU 2005: 763-774
78		Rita Sharma, David Poole: Probabilistic Reasoning with Hierarchically Structured Variables. IJCAI 2005: 1391-1397
77		Saleema Amershi, N. Arksey, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, Heather Maclaren, David Poole: Designing CIspace: pedagogy and usability in a learning environment for AI. ITiCSE 2005: 178-182
76		Peter Carbonetto, Jacek Kisynski, Nando de Freitas, David Poole: Nonparametric Bayesian Logic. UAI 2005: 85-93
75		V. Ramaswami, David Poole, Soohan Ahn, Simon Byers, Alan Kaplan: Ensuring Access to Emergency Services in the Presence of Long Internet Dial-Up Calls. Interfaces 35(5): 411-422 (2005)
	2004
74		David Poole: Estimating the size of the telephone universe: a Bayesian Mark-recapture approach. KDD 2004: 659-664
73		Clinton Smyth, David Poole: Qualitative Probabilistic Matching with Hierarchical Descriptions. KR 2004: 479-487
72		Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole: Preference-Based Constrained Optimization with CP-Nets. Computational Intelligence 20(2): 137-157 (2004)
71		Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole: CP-nets: A Tool for Representing and Reasoning with Conditional Ceteris Paribus Preference Statements. J. Artif. Intell. Res. (JAIR) 21: 135-191 (2004)
	2003
70		David Poole: First-order probabilistic inference. IJCAI 2003: 985-991
69		Giuseppe Carenini, Jocelyin Smith, David Poole: Towards more conversational and collaborative recommender systems. IUI 2003: 12-18
68		Rita Sharma, David Poole: Efficient Inference in Large Discrete Domains. UAI 2003: 535-542
67		David Poole, Nevin Lianwen Zhang: Exploiting Contextual Independence In Probabilistic Inference. J. Artif. Intell. Res. (JAIR) 18: 263-313 (2003)
	2002
66		Rubén Morales-Menéndez, Nando de Freitas, David Poole: Real-Time Monitoring of Complex Industrial Processes with Particle Filters. NIPS 2002: 1433-1440
	2001
65		Rita Sharma, David Poole: Symmetric Collaborative Filtering Using the Noisy Sensor Model. UAI 2001: 488-495
	2000
64		Peter Gorniak, David Poole: Predicting Future User Actions by Observing Unmodified Applications. AAAI/IAAI 2000: 217-222
63		David Poole: Logic, Knowledge Representation, and Bayesian Decision Theory. Computational Logic 2000: 70-86
62		Peter Gorniak, David Poole: Building a Stochastic Dynamic Model of Application Use. UAI 2000: 230-237
61		David Poole: Abducing through negation as failure: stable models within the independent choice logic. J. Log. Program. 44(1-3): 5-35 (2000)
	1999
60		Nevin Lianwen Zhang, David Poole: On the Role of Context-Specific Independence in Probabilistic Inference. IJCAI 1999: 1288-1293
59		Michael C. Horsch, David Poole: Estimating the Value of Computation in Flexible Information Refinement. UAI 1999: 297-304
58		Craig Boutilier, Ronen I. Brafman, Holger H. Hoos, David Poole: Reasoning With Conditional Ceteris Paribus Preference Statements. UAI 1999: 71-80
	1998
57		David Poole, Alan K. Mackworth, Randy Goebel: Computational intelligence - a logical approach. Oxford University Press 1998: I-XVI, 1-558
56		Michael C. Horsch, David Poole: An Anytime Algorithm for Decision Making under Uncertainty. UAI 1998: 246-255
55		David Poole: Context-specific approximation in probabilistic inference. UAI 1998: 447-454
54		David Poole: Decision Theory, the Situation Calculus and Conditional Plans. Electron. Trans. Artif. Intell. 2: 105-158 (1998)
	1997
53		David Poole: Probabilistic Partial Evaluation: Exploiting Rule Structure in Probabilistic Inference. IJCAI 1997: 1284-1291
52		David Poole: The Independent Choice Logic for Modelling Multiple Agents Under Uncertainty. Artif. Intell. 94(1-2): 7-56 (1997)
	1996
51		Craig Boutilier, David Poole: Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations. AAAI/IAAI, Vol. 2 1996: 1168-1175
50		Andrew Csinger, David Poole: Adapting Decision Theory for Multimedia Presentation Design: User Modelling for Intent-based Authoring. ECAI 1996: 251-255
49		Michael C. Horsch, David Poole: Flexible Policy Construction by Information Refinement. UAI 1996: 315-324
48		David Poole: A Framework for Decision-Theoretic Planning I: Combining the Situation Calculus, Conditional Plans, Probability and Utility. UAI 1996: 436-445
47		David Poole: Probabilistic Conflicts in a Search Algorithm for Estimating Posterior Probabilities in Bayesian Networks. Artif. Intell. 88(1-2): 69-100 (1996)
46		Nevin Lianwen Zhang, David Poole: Exploiting Causal Independence in Bayesian Network Inference CoRR cs.AI/9612101: (1996)
45		Nevin Lianwen Zhang, David Poole: Exploiting Causal Independence in Bayesian Network Inference. J. Artif. Intell. Res. (JAIR) 5: 301-328 (1996)
	1995
44		David Poole: Logic Programming for Robot Control. IJCAI 1995: 150-157
43		David Poole: Exploiting the Rule Structure for Decision Making within the Independent Choice Logic. UAI 1995: 454-463
42		Runping Qi, David Poole: A New Method for Influence Diagram Evaluation. Computational Intelligence 11: 498-528 (1995)
	1994
41		Ramon López de Mántaras, David Poole: UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, Seattle, Washington, USA, July 29-31, 1994 Morgan Kaufmann 1994
40		Runping Qi, Nevin Lianwen Zhang, David Poole: Solving Asymmetric Decision Problems with Influence Diagrams. UAI 1994: 491-497
39		Nevin Lianwen Zhang, David Poole: Intercausal Independence and Heterogeneous Factorization. UAI 1994: 606-614
38		David Poole: Representing Diagnosis Knowledge. Ann. Math. Artif. Intell. 11(1-4): 33-50 (1994)
37		Andrew Csinger, Kellogg S. Booth, David Poole: AI Meets Authoring: User Models for Intelligent Multimedia. Artif. Intell. Rev. 8(5-6): 447-468 (1994)
36		Nevin Lianwen Zhang, Runping Qi, David Poole: A computational theory of decision networks. Int. J. Approx. Reasoning 11(2): 83-158 (1994)
	1993
35		Andrew Csinger, David Poole: Hypothetically Speaking Default Reasoning and Discourse-Structure. IJCAI 1993: 1179-1185
34		David Poole: Average-Case Analysis of a Search Algorithm for Estimating Prior and Posterior Probabilities in Bayesian Networks with Extreme Probabilities. IJCAI 1993: 606-612
33		David Poole: The use of conflicts in searching Bayesian networks. UAI 1993: 359-367
32		Nevin Lianwen Zhang, Runping Qi, David Poole: Incremental computation of the value of perfect information in stepwise-decomposable influence diagrams. UAI 1993: 400-410
31		David Poole: Probabilistic Horn Abduction and Bayesian Networks. Artif. Intell. 64(1): 81-129 (1993)
30		Yang Xiang, B. Pant, A. Eisen, Michael P. Beddoes, David Poole: Multiply sectioned Bayesian networks for neuromuscular diagnosis. Artificial Intelligence in Medicine 5(4): 293-314 (1993)
29		Yang Xiang, David Poole, Michael P. Beddoes: Multiply Sectioned Bayesian Networks and Junction Forests for Large Knowledge-Based Systems. Computational Intelligence 9: 171-220 (1993)
28		David Poole: Logic Programming, Abduction and Probability - A Top-Down Anytime Algorithm for Estimating Prior and Posterior Probabilities. New Generation Comput. 11(3): 377-400 (1993)
	1992
27		David Poole: Logic Programming, Abduction and Probability. FGCS 1992: 530-538
26		Nevin Lianwen Zhang, David Poole: Stepwise-Decomposable Influence Diagrams. KR 1992: 141-152
25		Yang Xiang, David Poole, Michael P. Beddoes: Exploring Localization in Bayesian Networks for Large Expert Systems. UAI 1992: 344-351
	1991
24		David Poole: Representing Diagnostic Knowledge for Probabilistic Horn Abduction. IJCAI 1991: 1129-1137
23		Nicolas Helft, Katsumi Inoue, David Poole: Query Answering in Circumscription. IJCAI 1991: 426-431
22		Gregory M. Provan, David Poole: The Utility of Consistency-Based Diagnostic Techniques. KR 1991: 461-472
21		David Poole: Representing Bayesian Networks Within Probabilistic Horn Abduction. UAI 1991: 271-278
20		Runping Qi, David Poole: High Level Path Planning with Uncertainty. UAI 1991: 287-294
19		David Poole: The Effect of Knowledge on Belief: Conditioning, Specificity and the Lottery Paradox in Default Reasoning. Artif. Intell. 49(1-3): 281-307 (1991)
18		David Poole: Compiling a Default Reasoning System into Prolog. New Generation Comput. 9(1): 3-38 (1991)
	1990
17		David Poole, Gregory M. Provan: What is the most likely diagnosis? UAI 1990: 89-106
	1989
16		David Poole: Normality and Faults in Logic-Based Diagnosis. IJCAI 1989: 1304-1310
15		Andrew Csinger, David Poole: From Utterance to Belief via Presupposition: Default Logic in User-Modelling. KBCS 1989: 407-417
14		David Poole: What the Lottery Paradox Tells Us About Default Reasoning. KR 1989: 333-340
13		Yang Xiang, Michael P. Beddoes, David Poole: Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra? UAI 1989: 41-60
12		David Poole: Explanation, prediction: an architecture for default, abductive reasoning. Computational Intelligence 5: 97-110 (1989)
	1988
11		David Poole: Representing Knowledge for Logic-Based Diagnosis. FGCS 1988: 1282-1290
10		Eric Neufeld, David Poole, Romas Aleliunas: Probabilsitic semantics and defaults. UAI 1988: 121-132
9		David Poole: A Logical Framework for Default Reasoning. Artif. Intell. 36(1): 27-47 (1988)
8		Eric Neufeld, David Poole: Combining logic and probability. Computational Intelligence 4: 98-99 (1988)
7		Eric Neufeld, David Poole: Towards solving the multiple extension problem: Combining defaults and probabilities. Int. J. Approx. Reasoning 2(3): 340-341 (1988)
	1987
6		David Poole: Variables in Hypotheses. IJCAI 1987: 905-908
5		Eric Neufeld, David Poole: Towards Solving the Multiple Extension Problem: Combining Defaults and Probability. UAI 1987: 35-44
	1986
4		Randy Goebel, Koichi Furukawa, David Poole: Using Definite Clauses and Integrity Constraints as the Basis for a Theory Formation Approach to Diagnostic Reasoning. ICLP 1986: 211-222
3		David Poole, Randy Goebel: Gracefully adding negation and disjunction to Prolog. ICLP 1986: 635-641
	1985
2		David Poole: On the Comparison of Theories: Preferring the Most Specific Explanation. IJCAI 1985: 144-147
	1984
1		David Poole: A Logical System for Default Reasoning. NMR 1984: 373-384

Coauthor Index

1	Soohan Ahn	[75]
2	Romas Aleliunas	[10]
3	Saleema Amershi	[77] [85]
4	N. Arksey	[77]
5	Fahiem Bacchus	[100]
6	Michael P. Beddoes	[13] [25] [29] [30]
7	Brent Boerlage	[82]
8	Kellogg S. Booth	[37]
9	Craig Boutilier	[51] [58] [71] [72] [101]
10	Ronen I. Brafman	[58] [71] [72] [101]
11	Ivan Bratko	[105]
12	David Buchman	[106]
13	Simon Byers	[75]
14	Peter Carbonetto	[76]
15	Giuseppe Carenini	[69] [77] [85]
16	Michael Chiang	[107]
17	Cristina Conati	[77] [85]
18	Pamela C. Cosman	[95]
19	Mark Crowley	[82] [91] [104]
20	Andrew Csinger	[15] [35] [37] [50]
21	Carmel Domshlak	[71] [72] [101]
22	A. Eisen	[30]
23	Peter A. Flach	[105]
24	Maria Fox	[99]
25	Nando de Freitas	[66] [76] [106]
26	Koichi Furukawa	[4]
27	Randy Goebel	[3] [4] [57]
28	Peter Gorniak	[62] [64]
29	Nicolas Helft	[23]
30	Holger H. Hoos (Holger Hoos)	[58] [71] [72] [101]
31	Michael C. Horsch	[49] [56] [59]
32	Katsumi Inoue	[23] [105]
33	Sandeep Kanumuri	[95]
34	Alan Kaplan	[75]
35	Jacek Kisynski	[76] [90] [92] [100]
36	Mark LaRosa	[93]
37	Ting-Lan Lin	[95]
38	Alan K. Mackworth	[57] [77] [85] [98]
39	Heather Maclaren	[77]
40	Ramon López de Mántaras	[41]
41	Shakir Mohamed	[106]
42	Rubén Morales-Menéndez	[66]
43	Stephen Muggleton	[105]
44	John Nelson	[91]
45	Eric Neufeld	[5] [7] [8] [10]
46	B. Pant	[30]
47	Gregory M. Provan	[17] [22]
48	Runping Qi	[20] [32] [36] [40] [42]
49	Luc De Raedt	[105]
50	Vaidyanathan Ramaswami (V. Ramaswami)	[75]
51	Amy R. Reibman	[81] [95]
52	Mark W. Schmidt	[106]
53	Rudy Schusteritsch	[93]
54	Rita Sharma	[65] [68] [78] [80] [83] [86] [88] [89] [94]
55	Jocelyin Smith	[69]
56	Clinton Smyth	[73] [79] [83] [86] [88] [89] [94]
57	Ashwin Srinivasan	[105]
58	Yang Xiang	[13] [25] [29] [30]
59	Nevin Lianwen Zhang	[26] [32] [36] [39] [40] [45] [46] [60] [67] [102]
60	Yuan Zhi	[95]

Colors in the list of coauthors

Last update Fri May 25 01:42:58 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page