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David Poole

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David Poole
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Publications: 151
|
Citations: 2404
|
G-Index: 46
|
H-Index: 24
Research Interest: Artificial Intelligence, Machine Learning and Pattern Recognition, Software Engineering & Programming Languages
AT&T Labs, Florham Park, NJ
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Year 2009
David Poole, Clinton Smyth, Rita Sharma :
Ontology Design for Scientific Theories That Make Probabilistic Predictions
, EXPERT
, 2009
(Citations: 1)
Mark Larosa, David Poole, Rudy Schusteritsch :
Designing and deploying usetube, google's global user experience observation and recording system
, CHI
, 2009
Jacek Kisynski, David Poole :
Lifted Aggregation in Directed First-Order Probabilistic Models
, IJCAI
, 2009
Year 2008
David Poole :
The Independent Choice Logic and Beyond
, ILP
, 2008
(Citations: 6)
David Poole, Clinton Smyth, Rita Sharma :
Semantic Science: Ontologies, Data and Probabilistic Theories
, Semantic Web
, 2008
(Citations: 2)
Saleema Amershi, Giuseppe Carenini, Cristina Conati, Alan K. Mackworth, David Poole :
Pedagogy and usability in interactive algorithm visualizations: Designing and evaluating CIspace
, IWC
, 2008
Year 2007
Amy R. Reibman, David Poole :
Characterizing packet-loss impairments in compressed video
, ICIP
, 2007
(Citations: 6)
Rita Sharma, David Poole, Clinton Smyth :
A System for Ontologically-Grounded Probabilistic Matching
, UAI
, 2007
(Citations: 4)
David Poole :
Logical Generative Models for Probabilistic Reasoning about Existence, Roles and Identity
, AAAI
, 2007
(Citations: 4)
Mark Crowley, Brent Boerlage, David Poole :
Adding Local Constraints to Bayesian Networks
, Canadian Conference on Artificial Intelligence
, 2007
Year 2005
Peter Carbonetto, Jacek Kisynski, Nando De Freitas, David Poole :
Nonparametric Bayesian Logic
, UAI
, 2005
(Citations: 9)
David Poole, Clinton Smyth :
Type Uncertainty in Ontologically-Grounded Qualitative Probabilistic Matching
, ECSQARU
, 2005
(Citations: 6)
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
(Citations: 3)
Rita Sharma, David Poole :
Probabilistic Reasoning with Hierarchically Structured Variables
, IJCAI
, 2005
(Citations: 1)
Rita Sharma, David Poole :
Probability and Equality: A Probabilistic Model of Identity Uncertainty
, Canadian Conference on Artificial Intelligence
, 2005
Year 2004
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
, JAIR
, 2004
(Citations: 94)
Craig Boutilier, Ronen I. Brafman, Carmel Domshlak, Holger H. Hoos, David Poole :
Preference-Based Constrained Optimization with CP-Nets
, CI
, 2004
(Citations: 33)
C. Boutilier, R. Brafman, C. Domsh-lak, H. Hoos, D. Poole :
CP-nets: a tool for represent-ing and reasoning with conditional ceteris paribus state-ments
, JAIR
, 2004
(Citations: 10)
Clinton Smyth, David Poole :
Qualitative Probabilistic Matching with Hierarchical Descriptions
, KR
, 2004
(Citations: 9)
David Poole :
Estimating the size of the telephone universe: a Bayesian Mark-recapture approach
, KDD
, 2004
(Citations: 1)
Year 2003
David Poole :
First-order probabilistic inference
, IJCAI
, 2003
(Citations: 37)
David Poole, Nevin Lianwen Zhang :
Exploiting Contextual Independence In Probabilistic Inference
, JAIR
, 2003
(Citations: 19)
Giuseppe Carenini, Jocelyin Smith, David Poole :
Towards more conversational and collaborative recommender systems
, IUI
, 2003
(Citations: 15)
Rita Sharma, David Poole :
Efficient Inference in Large Discrete Domains
, UAI
, 2003
(Citations: 2)
Rubén Morales-menéndez, Nando De Freitas, David Poole :
Estimation And Control Of Industrial Processes With Particle Filters
, 2003
(Citations: 2)
Year 2002
Rubén Morales-menéndez, Nando De Freitas, David Poole :
Real-Time Monitoring of Complex Industrial Processes with Particle Filters
, NIPS
, 2002
(Citations: 16)
Giuseppe Carenini, David Poole :
Constructed Preferences and Value-focused Thinking: Implications for AI research on Preference Elicitation
, 2002
(Citations: 10)
D. Poole :
Bayesian estimation of survival from mark-recapture data
, 2002
(Citations: 5)
C. Boutilier, R. Brafman, C. Domsh-lak, H. Hoos, D. Poole :
CP-nets: A Tool for Repre-senting and Reasoning about Conditional Ceteris Paribus Preference Stateme
, 2002
(Citations: 2)
David Poole :
CILOG User Manual Version 0.12
, 2002
Year 2001
Rita Sharma, David Poole :
Symmetric Collaborative Filtering Using the Noisy Sensor Model
, UAI
, 2001
(Citations: 4)
Year 2000
D. Poole, A. E. Raftery :
Inference for determinis-tic simulation models: The Bayesian melding approach
, 2000
(Citations: 35)
Peter Gorniak, David Poole :
Predicting Future User Actions by Observing Unmodified Applications
, AAAI
, 2000
(Citations: 17)
David Poole :
Abducing through negation as failure: stable models within the independent choice logic
, JLP
, 2000
(Citations: 13)
Peter Gorniak, David Poole :
Building a Stochastic Dynamic Model of Application Use
, UAI
, 2000
(Citations: 8)
David Poole :
Logic, Knowledge Representation, and Bayesian Decision Theory
, CL
, 2000
(Citations: 6)
David Poole :
Logical Argumentation, Abduction and Bayesian Decision Theory: A Bayesian Approach to Logical Arguments and it's Application to Legal Evidential Reasoning
, 2000
(Citations: 1)
David Poole, Geof H. Givens :
An Exploratory Assessment of the Bering-Chukchi-Beaufort Seas Stock of Bowhead Whales Using a Stochastic Population Dynamics Model
, 2000
Year 1999
Craig Boutilier, Ronen I. Brafman, Holger H. Hoos, David Poole :
Reasoning With Conditional Ceteris Paribus Preference Statements
, UAI
, 1999
(Citations: 84)
Nevin Lianwen Zhang, David Poole :
On the Role of Context-Specific Independence in Probabilistic Inference
, IJCAI
, 1999
(Citations: 7)
C. Boutilier, R. Brafman, H. Hoos, D. Poole :
Reasoning with conditional ceteris paribus statements
, UAI
, 1999
(Citations: 3)
Michael C. Horsch, David Poole :
Estimating the Value of Computation in Flexible Information Refinement
, UAI
, 1999
(Citations: 3)
Peter Gorniak, David Poole :
Modeling Use of Unmodified Applications from Observed Interactions
, 1999
Year 1998
David Poole :
Decision Theory, the Situation Calculus and Conditional Plans
, ETAI
, 1998
(Citations: 18)
Michael C. Horsch, David Poole :
An Anytime Algorithm for Decision Making under Uncertainty
, UAI
, 1998
(Citations: 13)
David Poole :
Context-specific approximation in probabilistic inference
, UAI
, 1998
(Citations: 10)
David Poole :
Learning, Bayesian Probability, Graphical Models, and Abduction
, 1998
(Citations: 6)
David Poole :
Alan Mackworth and Randy Goebel
, 1998
Year 1997
David Poole :
The Independent Choice Logic for Modelling Multiple Agents Under Uncertainty
, AI
, 1997
(Citations: 104)
David Poole :
Probabilistic Partial Evaluation: Exploiting Rule Structure in Probabilistic Inference
, IJCAI
, 1997
(Citations: 30)
David Poole :
Exploiting Contextual Independence and Approximation in Belief Network Inference
, 1997
(Citations: 5)
David Poole, Geof H. Givens, Adrian E. Raftery :
On a Proposed Stock Assessment Method and its Application at the International Whaling Commission
, 1997
Policies David Poole :
Multi-Agent Actions Under Uncertainty: Situation Calculus, Discrete Time, Plans and
, 1997
Year 1996
Nevin Lianwen Zhang, David Poole :
Exploiting Causal Independence in Bayesian Network Inference
, CORR
, 1996
(Citations: 127)
Craig Boutilier, David Poole :
Computing Optimal Policies for Partially Observable Decision Processes Using Compact Representations
, AAAI
, 1996
(Citations: 77)
David Poole :
Probabilistic Conflicts in a Search Algorithm for Estimating Posterior Probabilities in Bayesian Networks
, AI
, 1996
(Citations: 18)
Michael C. Horsch, David Poole :
Flexible Policy Construction by Information Refinement
, UAI
, 1996
(Citations: 6)
David Poole :
A Framework for Decision-Theoretic Planning I: Combining the Situation Calculus, Conditional Plans, Probability and Utility
, UAI
, 1996
(Citations: 6)
David Poole :
Who Chooses the Assumptions?
, 1996
(Citations: 3)
David Poole :
Exploiting Contextual Independence In Probabilistic Inference
, 1996
(Citations: 1)
Andrew Csinger, David Poole :
Adapting Decision Theory for Multimedia Presentation Design: User Modelling for Intent-based Authoring
, ECAI
, 1996
Year 1995
David Poole :
Logic Programming for Robot Control
, IJCAI
, 1995
(Citations: 22)
David Poole :
Sensing and Acting in the Independent Choice Logic
, 1995
(Citations: 7)
David Poole :
Exploiting the Rule Structure for Decision Making within the Independent Choice Logic
, UAI
, 1995
(Citations: 13)
Runping Qi, David Poole :
A New Method for Influence Diagram Evaluation
, CI
, 1995
(Citations: 9)
Andrew Csinger, David Poole, Kellogg S. Booth :
AI Meets Authoring: User Models for Intelligent Multimedia
, AIR
, 1995
(Citations: 8)
D. Poole :
Agent models and the independent choice logic
, 1995
(Citations: 1)
Year 1994
David Poole :
A Methodology for Using a Default and Abductive Reasoning System
, 1994
(Citations: 48)
Nevin Lianwen Zhang, Runping Qi, David Poole :
A computational theory of decision networks
, IJAR
, 1994
(Citations: 25)
David Poole, Keiji Kanazawa :
A Decision-Theoretic Abductive Basis for Planning
, 1994
(Citations: 7)
Runping Qi, Nevin Lianwen Zhang, David Poole :
Solving Asymmetric Decision Problems with Influence Diagrams
, UAI
, 1994
(Citations: 9)
Andrew Csinger, Kellogg S. Booth, David Poole :
AI Meets Authoring: User Models for Intelligent Multimedia
, AIR
, 1994
(Citations: 10)
David Poole :
Representing Diagnosis Knowledge
, AMAI
, 1994
(Citations: 8)
Nevin Lianwen Zhang, David Poole :
Intercausal Independence and Heterogeneous Factorization
, UAI
, 1994
(Citations: 5)
Year 1993
David Poole :
Probabilistic Horn Abduction and Bayesian Networks
, AI
, 1993
(Citations: 254)
David Poole :
Explanation and Prediction: An Architecture for Default and Abductive Reasoning
, 1993
(Citations: 51)
Yang Xiang, David Poole, Michael P. Beddoes :
Multiply Sectioned Bayesian Networks and Junction Forests for Large Knowledge-Based Systems
, CI
, 1993
(Citations: 44)
David Poole :
Logic Programming, Abduction and Probability - A Top-Down Anytime Algorithm for Estimating Prior and Posterior Probabilities
, NGC
, 1993
(Citations: 25)
Yang Xiang, B. Pant, A. Eisen, Michael P. Beddoes, David Poole :
Multiply sectioned Bayesian networks for neuromuscular diagnosis
, ARTMED
, 1993
(Citations: 16)
David Poole :
The use of conflicts in searching Bayesian networks
, UAI
, 1993
(Citations: 20)
David Poole :
Average-Case Analysis of a Search Algorithm for Estimating Prior and Posterior Probabilities in Bayesian Networks with Extreme Probabilities
, IJCAI
, 1993
(Citations: 19)
Andrew Csinger, David Poole :
Hypothetically Speaking Default Reasoning and Discourse-Structure
, IJCAI
, 1993
(Citations: 4)
Nevin Lianwen Zhang, Runping Qi, David Poole :
Incremental computation of the value of perfect information in stepwise-decomposable influence diagrams
, UAI
, 1993
(Citations: 1)
Year 1992
David Poole :
Logic Programming, Abduction and Probability
, FGCS
, 1992
(Citations: 8)
Yang Xiang, David Poole, Michael P. Beddoes :
Exploring Localization in Bayesian Networks for Large Expert Systems
, UAI
, 1992
(Citations: 5)
Nevin Lianwen Zhang, David Poole :
Stepwise-Decomposable Influence Diagrams
, KR
, 1992
(Citations: 5)
Year 1991
David Poole :
The Effect of Knowledge on Belief: Conditioning, Specificity and the Lottery Paradox in Default Reasoning
, AI
, 1991
(Citations: 25)
David Poole :
Compiling a Default Reasoning System into Prolog
, NGC
, 1991
(Citations: 25)
David Poole :
Representing Diagnostic Knowledge for Probabilistic Horn Abduction
, IJCAI
, 1991
(Citations: 15)
David Poole :
Representing Bayesian Networks Within Probabilistic Horn Abduction
, UAI
, 1991
(Citations: 7)
Gregory M. Provan, David Poole :
The Utility of Consistency-Based Diagnostic Techniques
, KR
, 1991
(Citations: 11)
Runping Qi, David Poole :
High Level Path Planning with Uncertainty
, UAI
, 1991
(Citations: 1)
Nicolas Helft, Katsumi Inoue, David Poole :
Query Answering in Circumscription
, IJCAI
, 1991
(Citations: 6)
D. Poole :
Search-based implementations of probabilistic Horn abduction
, 1991
(Citations: 2)
Year 1990
Yang Xiang, Michael P. Beddoes, David Poole :
Sequential Updating Conditional Probability in Bayesian Networks by Posterior Probability
, 1990
(Citations: 6)
David Poole, Gregory M. Provan :
What is the most likely diagnosis?
, UAI
, 1990
David Poole :
Dialectics and Specificity: Conditioning in Logic-based Hypothetical Reasoning
, 1990
Year 1989
David Poole :
Normality and Faults in Logic-Based Diagnosis
, IJCAI
, 1989
(Citations: 83)
David Poole :
Explanation, prediction: an architecture for default, abductive reasoning
, CI
, 1989
(Citations: 61)
David Poole :
What the Lottery Paradox Tells Us About Default Reasoning
, KR
, 1989
(Citations: 30)
Yang Xiang, Michael P. Beddoes, David Poole :
Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra?
, UAI
, 1989
(Citations: 3)
David Poole, Eric Neufeld :
Sound probabilis-tic inference in prolog: An executible speci ca-tion of Bayesian networks
, 1989
(Citations: 2)
Andrew Csinger, David Poole :
From Utterance to Belief via Presupposition: Default Logic in User-Modelling
, Knowledge Based Computer Systems
, 1989
Year 1988
David Poole :
A Logical Framework for Default Reasoning
, AI
, 1988
(Citations: 384)
David Poole :
Representing Knowledge for Logic-Based Diagnosis
, FGCS
, 1988
(Citations: 48)
Eric Neufeld, David Poole, Romas Aleliunas :
Probabilsitic semantics and defaults
, UAI
, 1988
(Citations: 3)
Eric Neufeld, David Poole :
Combining logic and probability
, CI
, 1988
Eric Neufeld, David Poole :
Towards solving the multiple extension problem: Combining defaults and probabilities
, IJAR
, 1988
Year 1987
Eric Neufeld, David Poole :
Towards Solving the Multiple Extension Problem: Combining Defaults and Probability
, UAI
, 1987
(Citations: 4)
D. Poole, R. Goebel, R. Aleliunas :
Theorist: a logical reasoning system for defaults and diagnosis
, 1987
(Citations: 34)
David Poole :
Variables in Hypotheses
, IJCAI
, 1987
(Citations: 5)
Year 1986
David Poole, Randy Goebel :
Gracefully adding negation and disjunction to Prolog
, ICLP(JICSLP)
, 1986
(Citations: 13)
Randy Goebel, Koichi Furukawa, David Poole :
Using Definite Clauses and Integrity Constraints as the Basis for a Theory Formation Approach to Diagnostic Reasoning
, ICLP(JICSLP)
, 1986
(Citations: 8)
Year 1985
Marlene Jones, David Poole :
An expert system for educational diagnosis based on default logic
, 1985
(Citations: 4)
David Poole :
On the Comparison of Theories: Preferring the Most Specific Explanation
, IJCAI
, 1985
(Citations: 68)
David Poole, Randy Goebel :
On eliminating loops in Prolog
, SIGPLAN
, 1985
(Citations: 14)
Year 1984
C. Boutilier, R. Brafman, C. Geib, D. Poole :
A constraint-based approach to preference elicitation and de-cision making
, 1984
(Citations: 3)
David Poole :
A Logical System for Default Reasoning
, NMR
, 1984
(Citations: 1)
Year Unknown
P-mrs, Andrew M. Jones, Daryl P. Wilkerson, Fred Dimenna, Jonathan Fulford, David C. Poole :
Muscle metabolic responses to exercise above and below the ‘critical power’ assessed using
(Citations: 3)
Josep Roca, Alvar G. N. Agusti, Albert Alonso, David C. Poole, Carlos Viegas, Joan Albert Barbera, Robert Rodriguez-roisin, Anton1 Ferrer, Peter D. Wagner :
Effects of training on muscle 0 transport at VO max
(Citations: 2)
Erica Yuan-ting Huang, Clinton Smyth, David Poole :
Representing and Reasoning with Intervals
(Citations: 1)
John P. Mattson, Todd A. Miller, David C. Poole, Michael D. Delp, Kansas :
Fiber Composition and Oxidative Capacity of Hamster Skeletal Muscle
(Citations: 1)
Timothy I. Musch, Kevin E. Eklund, K. Sue Hageman, David C. Poole :
Altered Regional Blood Flow Responses to Submaximal Exercise in Older Rats
(Citations: 1)
Tamraparni Dasu, Deborah F. Swayne, David Poole :
Grouping Multivariate Time Series: A Case Study
(Citations: 1)
Lionel E. Jackson, Clinton P. Smyth, David Poole :
HAZARDMATCH: AN APPLICATION OF ARTIFICIAL INTELLIGENCE TO LANDSLIDE SUSCEPTIBILITY MAPPING HOWE SOUND AREA BRITISH COLUMBIA
(Citations: 1)
Geof H. Givens, David Poole :
Problematic Likelihood Functions from Sensible Population Dynamics Models: A Case Study
(Citations: 1)
Clinton Smyth, David Poole, Rita Sharma :
Semantic e-Science and Geology
(Citations: 1)
Byron Knoll, Jacek Kisynski, Giuseppe Carenini, Cristina Conati, Alan Mackworth, David Poole :
AIspace: Interactive Tools for Learning Artificial Intelligence
Tyler Barker, David C. Poole, M. Larry Noble, Thomas J. Barstow, Vbetween Fast :
Human critical power‐oxygen uptake relationship at different pedalling frequencies
Danielle J. Padilla, Paul Mcdonough, Brad J. Behnke, Yutaka Kano, K. Sue Hageman, Timothy I. Musch, David C. Poole :
Effects of Type II diabetes on capillary hemodynamics in skeletal muscle
George Gadanidis, Carolyn Kieran, David Poole, Tom Salisbury :
Working Group 10:Mathematics Teacher Training Algebra and Teacher Shortages Atelier 10: Formation des enseignants en mathématiques algèbre et pénuries d’enseignants
D. Poole, A. Mackworth, R. Goebel :
First-Order Probabilistic Reasoning
V. Ramaswami, David Poole, Soohan Ahn, Simon Byers, Alan Kaplan :
Containing the Effects of Long Holding Times due to Internet Dial-up Connections
Jill E. Shea, Scott C. Miller, David C. Poole, John P. Mattson :
Cortical bone dynamics strength and densitometry after induction of emphysema in hamsters
Lindsey C Henson, David C Poole, Clyde P Donahoe, David Heber :
Effects of exercise training on resting energy expenditure during caloric restriction13
David Poole, Alan Mackworth :
Dimensions of Complexity of Intelligent Agents
Kevin E. Eklund, K. Sue Hageman, David C. Poole, Timothy I. Musch :
Impact of Aging on Muscle BloodFlow in Chronic Heart Failure
Paul Mcdonough, Brad J. Behnke, Timothy I. Musch, David C. Poole :
Recovery of Microvascular Po2During the Exercise Off-Transient in Muscles of Different Fiber Type
David C. Poole, Brad J. Behnke, Danielle J. Padilla :
Dynamics of Muscle Microcirculatory Oxygen Exchange
Mark Crowley, John Nelson, David Poole :
Seeing the Forest Despite the Trees: Large Scale Spatial-Temporal Decision Making
David Poole, Clinton Smyth, Rita Sharma :
Semantic Science and Machine-Accessible Scientific Theories
Conditional Plans, David Poole :
Decision Theory the Situation
J.p. Mattson, M.d. Delp, D.c. Poole :
Differential effects of emphysema on skeletal muscle fibre atrophy in hamsters
Andrew Csinger, David Poole :
User Models and Perceptual Salience
David C Poole, Lindsey C Henson :
Effect of acute caloric restriction on work efficiency1’2
Jacek Kisynski, David Poole :
Constraint Processing in Lifted Probabilistic Inference
Michael C. Horsch, David Poole :
A Dynamic Approach to Probabilistic Inference using Bayesian
David Poole :
Semantic Science: machine understandable scientific theories and data
David Poole :
Agents Decisions Beliefs Preferences Science and Politics
David Poole :
Towards an abductive foundation of semantic science
David Poole :
A proposed stock assessment method and its application to bowhead whales Balaena mysticetus
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