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D-Index & Metrics

Computer Science

D-Index
45
Citations
18683
World Ranking
6991
National Ranking
3062

Research.com Recognitions

  • 1990 - Fellow of the Association for the Advancement of Artificial Intelligence (AAAI)

Overview

Johan de Kleer is affiliated with the Palo Alto Research Center in the United States, contributing extensively to the fields of Computer Science and Engineering. Their research spans multiple subfields, including Artificial Intelligence, Control and Systems Engineering, Software, Computational Theory and Mathematics, and Electrical and Electronic Engineering.

Their main research topics include Fault Detection and Control Systems, AI-based Problem Solving and Planning, Software Testing and Debugging Techniques, Model-Driven Software Engineering Techniques, Risk and Safety Analysis, Multi-Agent Systems and Negotiation, and Modular Robots and Swarm Intelligence.

Johan de Kleer has published work in a number of renowned venues, with frequent appearances in arXiv (Cornell University), Proceedings of the AAAI Conference on Artificial Intelligence, Annual Conference of the PHM Society, IEEE Control Systems, and the International Journal of Prognostics and Health Management.

Some of their recent papers include:

  • Empirical Evaluation of Diagnostic Algorithm Performance Using a Generic Framework (2021) in International Journal of Prognostics and Health Management
  • Efficient Model-Based Diagnosis of Sequential Circuits (2020) in Proceedings of the AAAI Conference on Artificial Intelligence
  • Controlling Draft Interactions Between Quadcopter Unmanned Aerial Vehicles with Physics-aware Modeling (2020) in Journal of Intelligent & Robotic Systems
  • System Resilience through Health Monitoring and Reconfiguration (2023) in ACM Transactions on Cyber-Physical Systems
  • A domain-independent agent architecture for adaptive operation in evolving open worlds (2024) in Artificial Intelligence

Throughout their career, Johan de Kleer has collaborated frequently with other researchers, including Ion Matei, Alexander Feldman, Maksym Zhenirovskyy, Rahul Rai, and Alexandre Perez.

In recognition of their contributions to artificial intelligence, they were named a Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) in 1990.

Best Publications

  • Diagnosing multiple faults

    J de Kleer;B C Williams

  • A qualitative physics based on confluences

    Johan De Kleer;John Seely Brown

  • An Assumption-Based TMS

    Unknown

  • Readings in qualitative reasoning about physical systems

    Daniel S. Weld;Johan de Kleer

  • Readings in Model-Based Diagnosis

    Walter Hamscher;Luca Console;Johan de Kleer

  • Characterizing diagnoses and systems

    Johan de Kleer;Alan K. Mackworth;Raymond Reiter

  • Qualitative Simulation *

    Unknown

  • Diagnosis with behavioral modes

    Johan De Kleer;Brian C. Williams

  • Building problem solvers

    Kenneth D. Forbus;Johan de Kleer

  • Found ations of assumption-based truth maintenance systems: preliminary report

    Raymond Reiter;Johan de Kleer

  • How circuits work

    Johan De Kleer

  • Problem solving with the ATMS

    Johan de Kleer

  • Extending the ATMS

    Johan de Kleer

  • A comparison of ATMS and CSP techniques

    Johan De Kleer

  • Theories of causal ordering

    Johan de Kleer;John Seely Brown

  • Focusing on probable diagnoses

    Johan de Kleer

  • Fundamentals of model-based diagnosis

    Johan de Kleer;James Kurien

  • Choices without backtracking

    Johan de Kleer

  • Using crude probability estimates to guide diagnosis

    Johan de Kleer

  • Causal and Teleological Reasoning In Circuit Recognition

    Johan de Kleer

  • Multiples representations of knowledge in a mechanics problem-solver

    Johan de Kleer

  • Reasoning about multiple faults

    Johan de Kleer;Brian C. Williams

Frequent Co-Authors

Daniel G. Bobrow
Daniel G. Bobrow Palo Alto Research Center
Kenneth D. Forbus
Kenneth D. Forbus Northwestern University
John Seely Brown
John Seely Brown Palo Alto Research Center
Rui Abreu
Rui Abreu University of Porto
Raymond Reiter
Raymond Reiter University of Toronto
Guy L. Steele
Guy L. Steele Oracle (United States)
Alan K. Mackworth
Alan K. Mackworth University of British Columbia
Eric Saund
Eric Saund IEEE-USA

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