Peter Haddawy

Associate Professor
Dept. of Elect. Eng. & Computer Science,
University of Wisconsin-Milwaukee
Associate Adjunct Professor
Dept. of Radiology,
Medical College of Wisconsin


Recent papers
Title Authors Published in ABS PS
An Overview of Some Recent Developments in Bayesian Problem Solving Techniques
  • P. Haddawy
  • AI Magazine, Introduction to special issue on Uncertainty in AI, Spring 1999.
    Toward Case-Based Preference Elicitation: Similarity Measures on Preference Structures
  • V. Ha
  • P. Haddawy
  • Proceedings UAI98, pp 193-201, July 1998.
    Geometric Foundations for Interval-Based Probabilities
  • V. Ha
  • P. Haddawy
  • Proceedings KR98, pp 582-593, June 1998.
    A Modular Structured Approach to Conditional Decision-Theoretic Planning
  • L. Ngo
  • P. Haddawy
  • H. Nguyen
  • Proceedings AIPS98, pp 111-118, June 1998.
    The Decision-Theoretic Video Advisor
  • H. Nguyen
  • P. Haddawy
  • Working Notes of the AAAI-98 Workshop on Recommender Systems, pp 77-80, July 1998.
    Problem-Focused Incremental Elicitation of Multi-Attribute Utility Models
  • V. Ha
  • P. Haddawy
  • Proceedings UAI97, pp 215-222, Aug 1997.
    BANTER: A Bayesian Network Tutoring Shell
  • P. Haddawy
  • J. Jacobson
  • Charles E. Kahn, Jr.
  • Artificial Intelligence in Medicine, 10(2), 177-200, 1997.
    Answering Queries from Context-Sensitive Probabilistic Knowledge Bases
  • L. Ngo
  • P. Haddawy
  • Theoretical Computer Science (special issue on uncertainty in databases and deductive systems), 171:147-177, 1997.
    A Knowledge-Based Model Construction Approach to Medical Decision Making
  • L. Ngo
  • P. Haddawy
  • Proceedings of the AMIA Fall Symposium, Oct 1996.
    An Abstraction-Based Approach to Interleaving Planning and Execution in Partially-Observable Domains
  • J. Helwig
  • P. Haddawy
  • Working Notes of the AAAI Fall Symposium on Plan Execution, Nov 1996.
    Sound Abstraction of Probabilistic Actions in the Constraint Mass Assignment Framework
  • A. Doan
  • P. Haddawy
  • Proceedings UAI96, pp 228-235, Aug 1996.
    Decision-Theoretic Refinement Planning in Medical Decision Making: Management of Acute Deep Venous Thrombosis
  • P. Haddawy
  • A. Doan
  • C.E. Kahn, Jr.
  • To appear in Medical Decision Making, 1996.
    Focusing Attention in Anytime Decision-Theoretic Planning
  • P. Haddawy
  • SIGART Bulletin, vol. 7, no. 2, 1996.
    Probabilistic Logic Programming and Bayesian Networks
  • L. Ngo
  • P. Haddawy
  • Algorithms, Concurrency and Knowledge (Proceedings ACSC95), Springer-Verlag, Lecture Notes in Computer Science #1023, pp 286-300, Dec 1995.
    Clinical Simulation using Context-Sensitive Temporal Probability Models
  • P. Haddawy
  • J. Helwig
  • L. Ngo
  • R. Krieger,
  • Proceedings SCAMC95, Oct 1995.

    Decision-Theoretic Refinement Planning: A New Method for Clinical Decision Analysis
  • A. Doan
  • P. Haddawy
  • C.E. Kahn, Jr.
  • Proceedings SCAMC95, Oct 1995.
    Preliminary Investigation of a Bayesian Network for Mammographic Diagnosis of Breast Cancer
  • C.E. Kahn
  • Jr., L. Roberts
  • K. Wang
  • D. Jenks
  • P. Haddawy
  • Proceedings SCAMC95, Oct 1995.
    Believing Change and Changing Belief
  • P. Haddawy
  • IEEE Transactions on Systems, Man, and Cybernetics, Special issue on higher-order uncertainty, 26(5):385-396, May 1996.
    A Theoretical Framework for Context-Sensitive Temporal Probability Model Construction with Application to Plan Projection
  • L. Ngo
  • P. Haddawy
  • J. Helwig
  • Proceedings UAI95, pages 419-426, August 1995.
    Efficient Decision-Theoretic Planning: Techniques and Empirical Analysis
  • P. Haddawy
  • A. Doan
  • R. Goodwin
  • Proceedings UAI95, pages 229-236, August 1995.
    Development of a Bayesian Network for Diagnosis of Breast Cancer
  • L. Roberts
  • C.E. Kahn
  • P. Haddawy
  • Working Notes of the IJCAI Workshop on Building Probabilistic Networks, August, 1995.
    Focusing Attention in Anytime Decision-Theoretic Planning
  • P. Haddawy
  • Working Notes of the IJCAI Workshop on Anytime Algorithms and Deliberation Scheduling, August, 1995.
    Decision-Theoretic Refinement Planning: Principles and Application
  • A. Doan
  • P. Haddawy
  • TR 95-01-01, February, 1995.
    Decision-Theoretic Refinement Planning in Medical Decision Making: Management of Acute Deep Venous Thrombosis
  • P. Haddawy
  • A. Doan
  • C.E. Kahn
  • TR 94-11-01, November, 1994.

    Optimizing Diagnostic and Therapeutic Strategies Using Decision-Theoretic Planning: Principles and Application
  • C.E. Kahn
  • P. Haddawy
  • Proceedings of the Eighth World Congress on Medical Informatics (Medinfo'95), July, 1995.
    Representing Iterative Loops for Decision-Theoretic Planning (Preliminary Report)
  • L. Ngo
  • P. Haddawy
  • Working Notes of the AAAI Spring Symposium on Extending Theories of Action, March, 1995.
    Generating Macro Operators for Decision-Theoretic Planning
  • A. Doan
  • P. Haddawy
  • Working Notes of the AAAI Spring Symposium on Extending Theories of Action, March, 1995.
    An Educational Tool for High-Level Interaction with Bayesian Networks
  • P. Haddawy
  • J. Jacobson
  • C.E. Kahn
  • Proceedings of the Sixth IEEE International Conference on Tools with Artificial Intelligence, November, 1994.
    Abstracting Probabilistic Actions
  • P. Haddawy
  • A. Doan
  • Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence, July, 1994.
    Generating Bayesian Networks from Probability Logic Knowledge Bases
  • P. Haddawy
  • Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence, July, 1994.
    Decision-Theoretic Refinement Planning using Inheritance Abstraction
  • P. Haddawy
  • M. Suwandi
  • Proceedings of the Second International Conference on AI Planning Systems, June, 1994.
    Anytime Deduction for Probabilistic Logic
  • A.M. Frisch
  • P. Haddawy
  • Artificial Intelligence, 69(1-2), Sept 1994.


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