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Hana Chockler

Dr

 https://orcid.org/0000-0003-1219-0713
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  • 2024

    Explaining Image Classifiers

    Chockler, H. & Halpern, J. Y., Jul 2024, (Accepted/In press) 21st International Conference on Principles of Knowledge Representation and Reasoning (KR'2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    51 Downloads (Pure)

  • Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning

    Chockler, H., 9 Dec 2024, Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    53 Downloads (Pure)
  • 2023

    Quantifying Harm

    Beckers, S., Chockler, H. & Halpern, J. Y., 2023, (Accepted/In press) THE 32nd INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI), 2023.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    87 Downloads (Pure)
  • 2022

    A Causal Analysis of Harm

    Beckers, S., Chockler, H. & Halpern, J. Y., 10 Oct 2022, (Accepted/In press) 36th Conference on Neural Information Processing Systems (NeurIPS 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    114 Downloads (Pure)

  • A Study of Demographic Bias in CNN-Based Brain MR Segmentation

    Alzheimer’s Disease Neuroimaging Initiative, Ioannou, S., Chockler, H., Hammers, A. & King, A. P., 2022, Machine Learning in Clinical Neuroimaging - 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Proceedings. Abdulkadir, A., Bathula, D. R., Dvornek, N. C., Habes, M., Kia, S. M., Kumar, V. & Wolfers, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 13-22 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13596 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    11 Citations (Scopus)

  • On Testing for Discrimination Using Causal Models

    Chockler, H. & Halpern, J. Y., 28 Jun 2022, Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22). AAAI Press

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    3 Citations (Scopus)
    234 Downloads (Pure)
  • 2021

    Explanations for Occluded Images

    Chockler, H., Kroening, D. & Sun, Y., Oct 2021, (Accepted/In press) Proceedings of International Conference on Computer Vision (ICCV).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    67 Downloads (Pure)

  • Ranking Policy Decisions

    Pouget, H., Chockler, H., Sun, Y. & Kroening, D., Nov 2021, (Accepted/In press) Proceedings of Advances in Neural Information Processing Systems (NeurIPS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    84 Downloads (Pure)
  • 2020

    Explaining Image Classifiers Using Statistical Fault Localization

    Sun, Y., Chockler, H., Huang, X. & Kroening, D., 23 Aug 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer, p. 391-406 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12373 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    27 Citations (Scopus)
    131 Downloads (Pure)
  • 2019

    Lattice-based SMT for Program Verification

    Even-Mendoza, K., Hyyvarinen, A., Chockler, H. & Sharygina, N., 9 Oct 2019, MEMOCODE 2019 - 17th ACM-IEEE International Conference on Formal Methods and Models for System Design: 17th ACM-IEEE International Conference on Formal Methods and Models for System Design. ACM, p. 1-11 16

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    277 Downloads (Pure)

  • Synthesizing reactive systems using robustness and recovery specifications

    Bloem, R., Chockler, H., Ebrahimi, M. & Strichman, O., 1 Oct 2019, Proceedings of the 19th Conference on Formal Methods in Computer-Aided Design, FMCAD 2019. Barrett, C. & Yang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 147-151 5 p. 8894276

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    5 Citations (Scopus)
  • 2018

    Combining Experts’ Causal Judgments

    Alrajeh, D., Chockler, H. & Halpern, J. Y., 2 Feb 2018, Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Press, p. 6311-6318 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    4 Citations (Scopus)
    179 Downloads (Pure)

  • Function Summarization Modulo Theories

    Asadi, S., Blicha, M., Fedyukovich, G., Hyyvarinen, A., Even Mendoza, K., Sharygina, N. & Chockler, H., 16 Nov 2018, LPAR-22: 22nd International Conference on Logic for Programming, Articial Intelligence and Reasoning. Vol. 57. p. 56-75 (EPiC Series in Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    Open Access
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    6 Citations (Scopus)
    224 Downloads (Pure)

  • Lattice-Based Refinement in Bounded Model Checking

    Even-Mendoza, K., Asadi, S., Hyyvarinen, A., Chockler, H. & Sharygina, N., 18 Jul 2018, Verified Software. Theories, Tools, and Experiments (VSTTE) 2018. Switzerland: Springer, p. 50-68 19 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    1 Citation (Scopus)
    64 Downloads (Pure)

  • Lookahead-Based SMT Solving

    Hyyvarinen, A., Marescotti, M., Sadigova, P., Chockler, H. & Sharygina, N., 16 Nov 2018, LPAR-22: LPAR-22: 22ND INTERNATIONAL CONFERENCE ON LOGIC FOR PROGRAMMING, ARTIFICIAL INTELLIGENCE AND REASONING. EasyChair

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    2 Citations (Scopus)
    144 Downloads (Pure)

  • Timed Vacuity

    Chockler, H., Guha, S. & Kupferman, O., 15 Jul 2018, International Symposium on Formal Methods. Springer, Vol. 10951. p. 438-455 (LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    43 Downloads (Pure)
  • 2017

    HiFrog: SMT-based Function Summarization for Software Verification

    Alt, L., Asadi, S., Chockler, H., Even-Mendoza, K., Fedyukovich, G., Hyvärinen, A. E. J. & Sharygina, N., 24 Apr 2017, Tools and Algorithms for the Construction and Analysis of Systems: 23rd International Conference, TACAS 2017, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2017, Uppsala, Sweden, April 22-29, 2017, Proceedings, Part II. Springer, Vol. 10206. p. 207-213 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    14 Citations (Scopus)
    708 Downloads (Pure)

  • Synthesizing non-vacuous systems

    Bloem, R., Chockler, H., Ebrahimi, M. & Strichman, O., 15 Jan 2017, Proceedings of 18th International Conference on Verification, Model Checking, and Abstract Interpretation (VMCAI): Lecture Notes in Computer Science. Springer‐Verlag Berlin Heidelberg, Vol. 10145. p. 55-72 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10145 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    Open Access
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    10 Citations (Scopus)
    233 Downloads (Pure)

  • Theory Refinement for Program Verification

    Hyyvarinen, A., Asadi, S., Even-Mendoza, K., Fedyukovich, G., Chockler, H. & Sharygina, N., 9 Aug 2017, (E-pub ahead of print) 20th International Conference on Theory and Applications of Satisfiability Testing (SAT). Springer, Vol. 10491. p. 347-363

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    6 Citations (Scopus)
    388 Downloads (Pure)
  • 2016

    Causality and responsibility for formal verification and beyond

    Chockler, H., 26 Aug 2016, Electronic Proceedings in Theoretical Computer Science, EPTCS. Open Publishing Association, Vol. 224. p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    8 Citations (Scopus)
    159 Downloads (Pure)
  • 2015

    Causal Analysis for Attributing Responsibility in Legal Cases

    Chockler, H., Fenton, N., Keppens, J. & Lagnado, D., Jun 2015, ICAIL '15: Proceedings of the 15th International Conference on Artificial Intelligence and Law. ACM Digital Library, p. 33–42 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    Open Access
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    14 Citations (Scopus)
    731 Downloads (Pure)

  • Evaluation of Measures for Statistical Fault Localisation and an Optimising Scheme

    Landsberg, D., Chockler, H., Kroening, D. & Lewis, M., 2015, Fundamental Approaches to Software Engineering: 18th International Conference, FASE 2015, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2015, London, UK, April 11-18, 2015, Proceedings. Egyed, A. & Schaefer, I. (eds.). London, UK: Springer International Publishing, Vol. 9033. p. 115-129 15 p. (Lecture Notes in Computer Science; vol. 9033).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    19 Citations (Scopus)
    241 Downloads (Pure)

  • Learning the Language of Error

    Chapman, M., Chockler, H., Kesseli, P., Kroening, D., Strichman, O. & Tautschnig, M., Oct 2015, Proceedings of ATVA 2015: Automated Technology for Verification and Analysis . Springer, Vol. 9364. p. 114-130 18 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    19 Citations (Scopus)
    220 Downloads (Pure)
  • 2014

    The computational complexity of structure-based causality

    Aleksandrowicz, G., Chockler, H., Halpern, J. Y. & Ivrii, A., 1 Jan 2014, Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. Palo Alto, California: AAAI Press, Vol. 2. p. 974-980 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    11 Citations (Scopus)
    203 Downloads (Pure)
  • 2013

    Attention-based coverage metrics

    Ben-David, S., Chockler, H. & Kupferman, O., 1 Dec 2013, Hardware and Software: Verification and Testing: 9th International Haifa Verification Conference, HVC 2013, Haifa, Israel, November 5-7, 2013, Proceedings. Bertacco, V. & Legay, A. (eds.). Springer International Publishing, p. 230-245 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8244 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper

    1 Citation (Scopus)

  • Finding rare numerical stability errors in concurrent computations

    Chockler, H., Even, K. & Yahav, E., 15 Jul 2013, ISSTA 2013: Proceedings of the 2013 International Symposium on Software Testing and Analysis. ACM, p. 12-22 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Finding rare numerical stability errors in concurrent computations

    Chockler, H., Even , K. & Yahav, E., 15 Jul 2013, International Symposium on Software Testing and Analysis (ISSTA). ACM, p. 12-22 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    1 Citation (Scopus)
    150 Downloads (Pure)

  • Improving representative computation in ExpliSAT

    Chockler, H., Pidan, D. & Ruah, S., 1 Dec 2013, Hardware and Software: Verification and Testing: 9th International Haifa Verification Conference, HVC 2013, Haifa, Israel, November 5-7, 2013, Proceedings. Bertacco, V. & Legay, A. (eds.). Springer International Publishing, p. 359-364 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8244 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper

    2 Citations (Scopus)

  • PINCETTE - Validating Changes and Upgrades in Networked Software

    Chockler, H., Denaro, G., Ling, M., Fedyukovich, G., Hyvärinen, A., Mariani, L., Muhammad, A., Oriol, M., Rajan, A., Sery, O. & Sharygina, N., 5 Mar 2013, 17th European Conference on Software Maintenance and Reengineering, CSMR 2013. IEEE Computer Society, p. 461-464 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    2 Citations (Scopus)
    18 Downloads (Pure)

  • Using cross-entropy for satisfiability

    Chockler, H., Ivrii, A., Matsliah, A., Rollini, S. F. & Sharygina, N., 18 Mar 2013, Proceedings of the 28th Annual ACM Symposium on Applied Computing, SAC . ACM, p. 1196-1203 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    4 Citations (Scopus)
    46 Downloads (Pure)
  • 2012

    Computing Interpolants without Proofs

    Chockler, H., Ivrii, A. & Matsliah, A., 6 Nov 2012, Hardware and Software: Verification and Testing - 8th International Haifa Verification Conference, HVC 2012. Revised Selected Papers. Springer, Vol. 7857. p. 72-85 14 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    110 Downloads (Pure)

  • Verification of software changes with ExpliSAT

    Chockler, H. & Ruah, S., 3 Jun 2012, International Workshop on Hot Topics in Software Upgrades (HotSWUp). IEEE Computer Society, p. 31-35 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    1 Citation (Scopus)
    25 Downloads (Pure)
  • 2011

    Incremental formal verification of hardware

    Chockler, H., Ivrii, A., Matsliah, A., Moran, S. & Nevo, Z., 2011, International Conference on Formal Methods in Computer-Aided Design, FMCAD 2011: . Boston: FMCAD Inc, p. 135 - 143 19 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper

    51 Citations (Scopus)
  • 2010

    Coverage in interpolation-based model checking

    Chockler, H., Kroening, D. & Purandare, M., 2010, Proceedings of the 47th Design Automation Conference, DAC 2010. N/A ed. New York: ACM, Vol. N/A. p. 182-187 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper

    12 Citations (Scopus)
  • 2009

    Explaining Counterexamples Using Causality

    Beer, I., Ben-David, S., Chockler, H., Orni, A. & Trefler, R., 2009, Computer aided verification: 21st international conference, CAV 2009, Grenoble, France, June 26 - July 2, 2009 ; proceedings. Bouajjani, A. & Maler, O. (eds.). N/A ed. Berlin: Springer-Verlag Berlin Heidelberg, Vol. N/A. p. 94-108 15 p. (Lecture Notes in Computer Science; vol. 5643).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper

    53 Citations (Scopus)
  • 2008

    Efficient automatic STE refinement using responsibility

    Chockler, H., Grumberg, O. & Yadgar, A., 2008, Tools and Algorithms for the Construction and Analysis of Systems: 14th International Conference, TACAS 2008, Part of Joint European Conferences on Theory and Practice of Software, ETAPS 2008, Budapest, March 29-April 6, 2008. Proceedings. Ramakrishnan, C. & Rehof, J. (eds.). BERLIN: Springer-Verlag Berlin Heidelberg, p. 233-248 16 p. (LECTURE NOTES IN COMPUTER SCIENCE; vol. 4963).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper

    11 Citations (Scopus)
  • 2007

    Cross-Entropy Based Testing

    Chockler, H., Farchi, E., Godlin, B. & Novikov, S., 11 Nov 2007, Proceedings of Formal Methods in Computer-Aided Design (FMCAD). IEEE Computer Society, p. 101-108 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

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    20 Citations (Scopus)
    65 Downloads (Pure)

  • Easier and More Informative Vacuity Checks

    Chockler, H. & Strichman, O., 30 May 2007, Proceedings of ACM & IEEE International Conference on Formal Methods and Models for Co-Design (MEMOCODE). IEEE Computer Society, p. 189-198 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    Open Access
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    24 Citations (Scopus)
    69 Downloads (Pure)
  • 2006

    Automatic Verification of Fault-Tolerant Register Emulations

    Chockler, H. & Attie, P. C., 1 Feb 2006, Proceedings of the 7th International Workshop on Verification of Infinite-State Systems (INFINITY). 1 ed. Electronic Notes in Theoretical Computer Science, Vol. 149. p. 49-60 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Behavioral Compatibility Without State Explosion: Design and Verification of a Component-Based Elevator Control System

    Attie, P. C., Lorenz, D. H., Portnova, A. & Chockler, H., 29 Jun 2006, Proceedings of Component-Based Software Engineering, 9th International Symposium (CBSE). Springer, p. 33-49 17 p. (Lecture Notes in Computer Science; vol. 4063).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    4 Citations (Scopus)

  • Formal verification of concurrent software: two case studies

    Chockler, H., Farchi, E., Glazberg, Z., Godlin, B., Nir-Buchbinder, Y. & Rabinovitz, I., 17 Jul 2006, Proceedings of the 4th Workshop on Parallel and Distributed Systems: Testing, Analysis, and Debugging (PADTAD). ACM

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    2 Citations (Scopus)
  • 2005

    Efficiently Verifiable Conditions for Deadlock-Freedom of Large Concurrent Programs

    Chockler, H. & Attie, P. C., 17 Jan 2005, Proceedings of Verification, Model Checking, and Abstract Interpretation, 6th International Conference (VMCAI). Springer, p. 465-481 17 p. (Lecture Notes in Computer Science; vol. 3385).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    20 Citations (Scopus)

  • Temporal Modalities for Concisely Capturing Timing Diagrams

    Chockler, H. & Fisler, K., 3 Oct 2005, Proceedings of Correct Hardware Design and Verification Methods, 13th IFIP WG 10.5 Advanced Research Working Conference, CHARME. Springer, p. 176-190 15 p. (Lecture Notes in Computer Science; vol. 3725).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    3 Citations (Scopus)
  • 2003

    Coverage Metrics for Formal Verification

    Chockler, H., Kupferman, O. & Vardi, M. Y., 2003, Correct Hardware Design and Verification Methods, 12th IFIP WG 10.5 Advanced Research Working Conference (CHARME). Italy: Springer, Vol. 2860. p. 111-125 15 p. (Lecture Notes in Computer Science; vol. 2860).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    51 Citations (Scopus)

  • Responsibility and Blame: A Structural-Model Approach

    Chockler, H. & Halpern, J. Y., 2003, IJCAI-03, Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence. Morgan Kaufmann Publishers Inc., p. 147-153

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    Open Access
    11 Citations (Scopus)
  • 2002

    Coverage of Implementations by Simulating Specifications

    Chockler, H. & Kupferman, O., 2002, Foundations of Information Technology in the Era of Networking and Mobile Computing, IFIP 17th World Computer Congress - TC1 Stream / 2nd IFIP International Conference on Theoretical Computer Science (TCS 2002). Kluwer Publishing, Vol. 223. p. 409-421 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    11 Citations (Scopus)

  • omega-Regular Languages Are Testable with a Constant Number of Queries

    Chockler, H. & Kupferman, O., 2002, Randomization and Approximation Techniques, 6th International Workshop (RANDOM). Springer, Vol. 2483. p. 26-28 (Lecture Notes in Computer Science; vol. 2483).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • 2001

    A Practical Approach to Coverage in Model Checking

    Chockler, H., Kupferman, O., Kurshan, R. & Vardi, M. Y., 2001, Computer Aided Verification, 13th International Conference (CAV). Paris: Springer, Vol. 2102. p. 66-78 (Lecture Notes in Computer Science; vol. 2102).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    76 Citations (Scopus)

  • Coverage Metrics for Temporal Logic Model Checking

    Chockler, H., Kupferman, O. & Vardi, M. Y., Apr 2001, Coverage Metrics for Temporal Logic Model Checking. Genova, Italy: Springer, Vol. 2031. p. 528-542 (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    61 Citations (Scopus)

  • Which formulae shrink under random restrictions?

    Chockler, H. & Zwick, U., Jan 2001, Proceedings of the Twelfth Annual Symposium on Discrete Algorithms. ACM-SIAM, p. 702--708

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

    1 Citation (Scopus)
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