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David Poole: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. David Poole
    A Logical Framework for Default Reasoning. [Citation Graph (7, 0)][DBLP]
    Artif. Intell., 1988, v:36, n:1, pp:27-47 [Journal]
  2. David Poole
    Normality and Faults in Logic-Based Diagnosis. [Citation Graph (2, 0)][DBLP]
    IJCAI, 1989, pp:1304-1310 [Conf]
  3. David Poole
    Probabilistic Horn Abduction and Bayesian Networks. [Citation Graph (2, 0)][DBLP]
    Artif. Intell., 1993, v:64, n:1, pp:81-129 [Journal]
  4. David Poole, Randy Goebel
    Gracefully adding negation and disjunction to Prolog. [Citation Graph (1, 0)][DBLP]
    ICLP, 1986, pp:635-641 [Conf]
  5. David Poole
    On the Comparison of Theories: Preferring the Most Specific Explanation. [Citation Graph (1, 0)][DBLP]
    IJCAI, 1985, pp:144-147 [Conf]
  6. David Poole
    Variables in Hypotheses. [Citation Graph (1, 0)][DBLP]
    IJCAI, 1987, pp:905-908 [Conf]
  7. David Poole
    Compiling a Default Reasoning System into Prolog. [Citation Graph (1, 0)][DBLP]
    New Generation Comput., 1991, v:9, n:1, pp:3-38 [Journal]
  8. Craig Boutilier, David Poole
    Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, Vol. 2, 1996, pp:1168-1175 [Conf]
  9. Peter Gorniak, David Poole
    Predicting Future User Actions by Observing Unmodified Applications. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2000, pp:217-222 [Conf]
  10. Rita Sharma, David Poole
    Probability and Equality: A Probabilistic Model of Identity Uncertainty. [Citation Graph (0, 0)][DBLP]
    Canadian Conference on AI, 2005, pp:227-231 [Conf]
  11. David Poole
    Logic, Knowledge Representation, and Bayesian Decision Theory. [Citation Graph (0, 0)][DBLP]
    Computational Logic, 2000, pp:70-86 [Conf]
  12. Andrew Csinger, David Poole
    Adapting Decision Theory for Multimedia Presentation Design: User Modelling for Intent-based Authoring. [Citation Graph (0, 0)][DBLP]
    ECAI, 1996, pp:251-255 [Conf]
  13. David Poole, Clinton Smyth
    Type Uncertainty in Ontologically-Grounded Qualitative Probabilistic Matching. [Citation Graph (0, 0)][DBLP]
    ECSQARU, 2005, pp:763-774 [Conf]
  14. David Poole
    Representing Knowledge for Logic-Based Diagnosis. [Citation Graph (0, 0)][DBLP]
    FGCS, 1988, pp:1282-1290 [Conf]
  15. David Poole
    Logic Programming, Abduction and Probability. [Citation Graph (0, 0)][DBLP]
    FGCS, 1992, pp:530-538 [Conf]
  16. Randy Goebel, Koichi Furukawa, David Poole
    Using Definite Clauses and Integrity Constraints as the Basis for a Theory Formation Approach to Diagnostic Reasoning. [Citation Graph (0, 0)][DBLP]
    ICLP, 1986, pp:211-222 [Conf]
  17. Andrew Csinger, David Poole
    Hypothetically Speaking Default Reasoning and Discourse-Structure. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1993, pp:1179-1185 [Conf]
  18. Nicolas Helft, Katsumi Inoue, David Poole
    Query Answering in Circumscription. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1991, pp:426-431 [Conf]
  19. David Poole
    First-order probabilistic inference. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:985-991 [Conf]
  20. David Poole
    Representing Diagnostic Knowledge for Probabilistic Horn Abduction. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1991, pp:1129-1137 [Conf]
  21. David Poole
    Average-Case Analysis of a Search Algorithm for Estimating Prior and Posterior Probabilities in Bayesian Networks with Extreme Probabilities. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1993, pp:606-612 [Conf]
  22. David Poole
    Logic Programming for Robot Control. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1995, pp:150-157 [Conf]
  23. David Poole
    Probabilistic Partial Evaluation: Exploiting Rule Structure in Probabilistic Inference. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1997, pp:1284-1291 [Conf]
  24. Rita Sharma, David Poole
    Probabilistic Reasoning with Hierarchically Structured Variables. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:1391-1397 [Conf]
  25. Nevin Lianwen Zhang, David Poole
    On the Role of Context-Specific Independence in Probabilistic Inference. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1999, pp:1288-1293 [Conf]
  26. Giuseppe Carenini, Jocelyin Smith, David Poole
    Towards more conversational and collaborative recommender systems. [Citation Graph (0, 0)][DBLP]
    Intelligent User Interfaces, 2003, pp:12-18 [Conf]
  27. Andrew Csinger, David Poole
    From Utterance to Belief via Presupposition: Default Logic in User-Modelling. [Citation Graph (0, 0)][DBLP]
    KBCS, 1989, pp:407-417 [Conf]
  28. David Poole
    Estimating the size of the telephone universe: a Bayesian Mark-recapture approach. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:659-664 [Conf]
  29. David Poole
    What the Lottery Paradox Tells Us About Default Reasoning. [Citation Graph (0, 0)][DBLP]
    KR, 1989, pp:333-340 [Conf]
  30. Gregory M. Provan, David Poole
    The Utility of Consistency-Based Diagnostic Techniques. [Citation Graph (0, 0)][DBLP]
    KR, 1991, pp:461-472 [Conf]
  31. Clinton Smyth, David Poole
    Qualitative Probabilistic Matching with Hierarchical Descriptions. [Citation Graph (0, 0)][DBLP]
    KR, 2004, pp:479-487 [Conf]
  32. Nevin Lianwen Zhang, David Poole
    Stepwise-Decomposable Influence Diagrams. [Citation Graph (0, 0)][DBLP]
    KR, 1992, pp:141-152 [Conf]
  33. Rubén Morales-Menéndez, Nando de Freitas, David Poole
    Real-Time Monitoring of Complex Industrial Processes with Particle Filters. [Citation Graph (0, 0)][DBLP]
    NIPS, 2002, pp:1433-1440 [Conf]
  34. David Poole
    A Logical System for Default Reasoning. [Citation Graph (0, 0)][DBLP]
    NMR, 1984, pp:373-384 [Conf]
  35. Craig Boutilier, Ronen I. Brafman, Holger H. Hoos, David Poole
    Reasoning With Conditional Ceteris Paribus Preference Statements. [Citation Graph (0, 0)][DBLP]
    UAI, 1999, pp:71-80 [Conf]
  36. Peter Gorniak, David Poole
    Building a Stochastic Dynamic Model of Application Use. [Citation Graph (0, 0)][DBLP]
    UAI, 2000, pp:230-237 [Conf]
  37. Michael C. Horsch, David Poole
    Flexible Policy Construction by Information Refinement. [Citation Graph (0, 0)][DBLP]
    UAI, 1996, pp:315-324 [Conf]
  38. Michael C. Horsch, David Poole
    An Anytime Algorithm for Decision Making under Uncertainty. [Citation Graph (0, 0)][DBLP]
    UAI, 1998, pp:246-255 [Conf]
  39. Michael C. Horsch, David Poole
    Estimating the Value of Computation in Flexible Information Refinement. [Citation Graph (0, 0)][DBLP]
    UAI, 1999, pp:297-304 [Conf]
  40. Runping Qi, David Poole
    High Level Path Planning with Uncertainty. [Citation Graph (0, 0)][DBLP]
    UAI, 1991, pp:287-294 [Conf]
  41. Eric Neufeld, David Poole
    Towards Solving the Multiple Extension Problem: Combining Defaults and Probability. [Citation Graph (0, 0)][DBLP]
    UAI, 1987, pp:35-44 [Conf]
  42. Eric Neufeld, David Poole, Romas Aleliunas
    Probabilsitic semantics and defaults. [Citation Graph (0, 0)][DBLP]
    UAI, 1988, pp:121-132 [Conf]
  43. David Poole
    Representing Bayesian Networks Within Probabilistic Horn Abduction. [Citation Graph (0, 0)][DBLP]
    UAI, 1991, pp:271-278 [Conf]
  44. David Poole
    The use of conflicts in searching Bayesian networks. [Citation Graph (0, 0)][DBLP]
    UAI, 1993, pp:359-367 [Conf]
  45. David Poole
    Exploiting the Rule Structure for Decision Making within the Independent Choice Logic. [Citation Graph (0, 0)][DBLP]
    UAI, 1995, pp:454-463 [Conf]
  46. David Poole
    A Framework for Decision-Theoretic Planning I: Combining the Situation Calculus, Conditional Plans, Probability and Utility. [Citation Graph (0, 0)][DBLP]
    UAI, 1996, pp:436-445 [Conf]
  47. David Poole
    Context-specific approximation in probabilistic inference. [Citation Graph (0, 0)][DBLP]
    UAI, 1998, pp:447-454 [Conf]
  48. David Poole, Gregory M. Provan
    What is the most likely diagnosis? [Citation Graph (0, 0)][DBLP]
    UAI, 1990, pp:89-106 [Conf]
  49. Runping Qi, Nevin Lianwen Zhang, David Poole
    Solving Asymmetric Decision Problems with Influence Diagrams. [Citation Graph (0, 0)][DBLP]
    UAI, 1994, pp:491-497 [Conf]
  50. Rita Sharma, David Poole
    Symmetric Collaborative Filtering Using the Noisy Sensor Model. [Citation Graph (0, 0)][DBLP]
    UAI, 2001, pp:488-495 [Conf]
  51. Rita Sharma, David Poole
    Efficient Inference in Large Discrete Domains. [Citation Graph (0, 0)][DBLP]
    UAI, 2003, pp:535-542 [Conf]
  52. Yang Xiang, Michael P. Beddoes, David Poole
    Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra? [Citation Graph (0, 0)][DBLP]
    UAI, 1989, pp:41-60 [Conf]
  53. Yang Xiang, David Poole, Michael P. Beddoes
    Exploring Localization in Bayesian Networks for Large Expert Systems. [Citation Graph (0, 0)][DBLP]
    UAI, 1992, pp:344-351 [Conf]
  54. Nevin Lianwen Zhang, David Poole
    Intercausal Independence and Heterogeneous Factorization. [Citation Graph (0, 0)][DBLP]
    UAI, 1994, pp:606-614 [Conf]
  55. Nevin Lianwen Zhang, Runping Qi, David Poole
    Incremental computation of the value of perfect information in stepwise-decomposable influence diagrams. [Citation Graph (0, 0)][DBLP]
    UAI, 1993, pp:400-410 [Conf]
  56. David Poole
    The Effect of Knowledge on Belief: Conditioning, Specificity and the Lottery Paradox in Default Reasoning. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1991, v:49, n:1-3, pp:281-307 [Journal]
  57. David Poole
    Probabilistic Conflicts in a Search Algorithm for Estimating Posterior Probabilities in Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1996, v:88, n:1-2, pp:69-100 [Journal]
  58. David Poole
    The Independent Choice Logic for Modelling Multiple Agents Under Uncertainty. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1997, v:94, n:1-2, pp:7-56 [Journal]
  59. Andrew Csinger, Kellogg S. Booth, David Poole
    AI Meets Authoring: User Models for Intelligent Multimedia. [Citation Graph (0, 0)][DBLP]
    Artif. Intell. Rev., 1994, v:8, n:5-6, pp:447-468 [Journal]
  60. David Poole
    Representing Diagnosis Knowledge. [Citation Graph (0, 0)][DBLP]
    Ann. Math. Artif. Intell., 1994, v:11, n:1-4, pp:33-50 [Journal]
  61. Yang Xiang, B. Pant, A. Eisen, Michael P. Beddoes, David Poole
    Multiply sectioned Bayesian networks for neuromuscular diagnosis. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 1993, v:5, n:4, pp:293-314 [Journal]
  62. Runping Qi, David Poole
    A New Method for Influence Diagram Evaluation. [Citation Graph (0, 0)][DBLP]
    Computational Intelligence, 1995, v:11, n:, pp:498-528 [Journal]
  63. Eric Neufeld, David Poole
    Combining logic and probability. [Citation Graph (0, 0)][DBLP]
    Computational Intelligence, 1988, v:4, n:, pp:98-99 [Journal]
  64. David Poole
    Explanation, prediction: an architecture for default, abductive reasoning. [Citation Graph (0, 0)][DBLP]
    Computational Intelligence, 1989, v:5, n:, pp:97-110 [Journal]
  65. Yang Xiang, David Poole, Michael P. Beddoes
    Multiply Sectioned Bayesian Networks and Junction Forests for Large Knowledge-Based Systems. [Citation Graph (0, 0)][DBLP]
    Computational Intelligence, 1993, v:9, n:, pp:171-220 [Journal]
  66. Nevin Lianwen Zhang, David Poole
    Exploiting Causal Independence in Bayesian Network Inference [Citation Graph (0, 0)][DBLP]
    CoRR, 1996, v:0, n:, pp:- [Journal]
  67. David Poole
    Decision Theory, the Situation Calculus and Conditional Plans. [Citation Graph (0, 0)][DBLP]
    Electron. Trans. Artif. Intell., 1998, v:2, n:, pp:105-158 [Journal]
  68. Eric Neufeld, David Poole
    Towards solving the multiple extension problem: Combining defaults and probabilities. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 1988, v:2, n:3, pp:340-341 [Journal]
  69. Nevin Lianwen Zhang, Runping Qi, David Poole
    A computational theory of decision networks. [Citation Graph (0, 0)][DBLP]
    Int. J. Approx. Reasoning, 1994, v:11, n:2, pp:83-158 [Journal]
  70. 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. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2004, v:21, n:, pp:135-191 [Journal]
  71. David Poole, Nevin Lianwen Zhang
    Exploiting Contextual Independence In Probabilistic Inference. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2003, v:18, n:, pp:263-313 [Journal]
  72. Nevin Lianwen Zhang, David Poole
    Exploiting Causal Independence in Bayesian Network Inference. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 1996, v:5, n:, pp:301-328 [Journal]
  73. David Poole
    Abducing through negation as failure: stable models within the independent choice logic. [Citation Graph (0, 0)][DBLP]
    J. Log. Program., 2000, v:44, n:1-3, pp:5-35 [Journal]
  74. David Poole
    Logic Programming, Abduction and Probability - A Top-Down Anytime Algorithm for Estimating Prior and Posterior Probabilities. [Citation Graph (0, 0)][DBLP]
    New Generation Comput., 1993, v:11, n:3, pp:377-400 [Journal]
  75. David Poole
    Logical Generative Models for Probabilistic Reasoning about Existence, Roles and Identity. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:1271-1277 [Conf]
  76. Mark Crowley, Brent Boerlage, David Poole
    Adding Local Constraints to Bayesian Networks. [Citation Graph (0, 0)][DBLP]
    Canadian Conference on AI, 2007, pp:344-355 [Conf]
  77. Peter Carbonetto, Jacek Kisynski, Nando de Freitas, David Poole
    Nonparametric Bayesian Logic. [Citation Graph (0, 0)][DBLP]
    UAI, 2005, pp:85-93 [Conf]
  78. 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. [Citation Graph (0, 0)][DBLP]
    ITiCSE, 2005, pp:178-182 [Conf]

  79. Designing and deploying usetube, google's global user experience observation and recording system. [Citation Graph (, )][DBLP]


  80. Characterizing packet-loss impairments in compressed video. [Citation Graph (, )][DBLP]


  81. Lifted Aggregation in Directed First-Order Probabilistic Models. [Citation Graph (, )][DBLP]


  82. The Independent Choice Logic and Beyond. [Citation Graph (, )][DBLP]


  83. Towards a Logic of Feature-Based Semantic Science Theories. [Citation Graph (, )][DBLP]


  84. Semantic Science: Ontologies, Data and Probabilistic Theories. [Citation Graph (, )][DBLP]


  85. A System for Ontologically-Grounded Probabilistic Matching. [Citation Graph (, )][DBLP]


  86. Preference-Based Constrained Optimization with CP-Nets. [Citation Graph (, )][DBLP]


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