Billede af Giovanni Bacci

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Giovanni Bacci

 https://orcid.org/0000-0001-8529-0681

  • Selma Lagerløfs Vej 300, 1-2-10

    9220 Aalborg Ø

    Danmark

20132023

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  • 2023

    An MM Algorithm to Estimate Parameters in Continuous-Time Markov Chains

    Bacci, G., Ingolfsdottir, A., Larsen, K. G. & Reynouard, R., 2023, Quantitative Evaluation of Systems: 20th International Conference, QEST 2023, Antwerp, Belgium, September 20–22, 2023, Proceedings. Jansen, N. & Tribastone, M. (red.). Springer, s. 82-100 19 s. (Lecture Notes in Computer Science (LNCS), Bind LNCS 14287).

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

  • Jajapy: A Learning Library for Stochastic Models

    Reynouard, R., Ingolfsdottir, A. & Bacci, G., 2023, Quantitative Evaluation of Systems: 20th International Conference, QEST 2023, Antwerp, Belgium, September 20–22, 2023, Proceedings. Jansen, N. & Tribastone, M. (red.). Springer, s. 30-46 17 s. (Lecture Notes in Computer Science (LNCS), Bind LNCS 14287).

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    1 Citationer (Scopus)
  • 2021

    Active Learning of Markov Decision Processes using Baum-Welch algorithm

    Bacci, G., Ingolfsdottir, A., Larsen, K. G. & Reynouard, R., 2021, Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. Wani, M. A., Sethi, I. K., Shi, W., Qu, G., Raicu, D. S. & Jin, R. (red.). IEEE, s. 1203-1208 6 s. (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021).

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    10 Citationer (Scopus)

  • Efficient Local Computation of Differential Bisimulations via Coupling and Up-to Methods

    Bacci, G., Bacci, G., Larsen, K. G., Tribastone, M., Tschaikowski, M. & Vandin, A., 2021, 36th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS). IEEE, s. 1-14 14 s.

    Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review

    3 Citationer (Scopus)
  • 2020

    Approximating Euclidean by Imprecise Markov Decision Processes

    Jaeger, M., Bacci, G., Bacci, G., Larsen, K. G. & Jensen, P. G., 2020, International Symposium on Leveraging Applications of Formal Methods (ISoLA 2020). Margaria, T. & Steffen, B. (red.). Springer, s. 275-289 15 s. (Lecture Notes in Computer Science, Bind 12476).

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    7 Citationer (Scopus)
  • 2019

    Computing Probabilistic Bisimilarity Distances for Probabilistic Automata

    Bacci, G., Bacci, G., Larsen, K. G., Mardare, R., Tang, Q. & van Breugel, F., 2019, 30th International Conference on Concurrency Theory (CONCUR 2019). Fokkink, W. & van Glabbeek, R. (red.). Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH, s. 9:1-9:17 17 s. 9. (Leibniz International Proceedings in Informatics, Bind 140).

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    6 Citationer (Scopus)
    48 Downloads (Pure)

  • L*-Based Learning of Markov Decision Processes

    Tappler, M., Aichernig, B. K., Bacci, G., Eichlseder, M. & Larsen, K. G., 23 sep. 2019, Formal Methods – The Next 30 Years - 3rd World Congress, FM 2019, Proceedings: FM 2019: Formal Methods – The Next 30 Years. ter Beek, M. H., McIver, A. & Oliveira, J. N. (red.). Springer, s. 651-669 19 s. (Lecture Notes in Computer Science, Bind 11800).

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    17 Citationer (Scopus)
    179 Downloads (Pure)

  • Model checking constrained markov reward models with uncertainties

    Bacci, G., Hansen, M. & Larsen, K. G., 1 sep. 2019, Quantitative Evaluation of Systems - 16th International Conference, QEST 2019, Proceedings. Parker, D. & Wolf, V. (red.). Springer, s. 37-51 15 s. (Lecture Notes in Computer Science, Bind 11785).

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    2 Citationer (Scopus)
    47 Downloads (Pure)
  • 2018

    On the Verification of Weighted Kripke Structures Under Uncertainty

    Bacci, G., Hansen, M. & Larsen, K. G., 1 jan. 2018, Quantitative Evaluation of Systems - 15th International Conference, QEST 2018, Proceedings: 15th International Conference, QEST 2018, Beijing, China, September 4-7, 2018, Proceedings. Horvath, A. & McIver, A. (red.). Springer, s. 71-86 16 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 11024 LNCS).

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    4 Citationer (Scopus)
    172 Downloads (Pure)

  • Optimal and robust controller synthesis: Using energy timed automata with uncertainty

    Bacci, G., Bouyer, P., Fahrenberg, U., Larsen, K. G., Markey, N. & Reynier, P. A., 1 jan. 2018, Formal Methods - 22nd International Symposium, FM 2018, Held as Part of the Federated Logic Conference, FloC 2018, Proceedings. Havelund, K., Roscoe, B., de Vink, E. & Peleska, J. (red.). Springer, s. 203-221 19 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 10951 LNCS).

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    8 Citationer (Scopus)
  • 2016

    Complete Axiomatization for the Bisimilarity Distance on Markov Chains

    Bacci, G., Bacci, G., Larsen, K. G. & Mardare, R. I., 2016, 27th International Conference on Concurrency Theory (CONCUR 2016). Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH, s. 21:1--21:14 14 s. (Leibniz International Proceedings in Informatics, Bind 59).

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    5 Citationer (Scopus)
  • 2014

    Bisimulation on Markov Processes over Arbitrary Measurable Spaces

    Bacci, G., Bacci, G., Larsen, K. G. & Mardare, R. I., 2014, Horizons of the Mind. A Tribute to Prakash Panangaden: Essays Dedicated to Prakash Panangaden on the Occasion of His 60th Birthday. van Breugel, F., Kashefi, E., Palamidessi, C. & Rutten, J. (red.). Springer Publishing Company, Bind 8464. s. 76-95 (Lecture Notes in Computer Science).

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    3 Citationer (Scopus)
  • 2013

    Computing Behavioral Distances, Compositionally

    Bacci, G., Bacci, G., Larsen, K. G. & Mardare, R. I., 2013, Mathematical Foundations of Computer Science 2013: 38th International Symposium, MFCS 2013, Klosterneuburg, Austria, August 26-30, 2013. Proceedings. Chatterjee, K. & Sgall, J. (red.). Springer Publishing Company, Bind 8087. s. 74-85 (Lecture Notes in Computer Science, Bind 8087).

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    24 Citationer (Scopus)

  • On-the-Fly Exact Computation of Bisimilarity Distances

    Bacci, G., Bacci, G., Larsen, K. G. & Mardare, R. I., 2013, Tools and Algorithms for the Construction and Analysis of Systems: 19th International Conference, TACAS 2013, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2013, Rome, Italy, March 16-24, 2013. Proceedings. Piterman, N. & Smolka, S. A. (red.). Springer Publishing Company, Bind 7795. s. 1-15 (Lecture Notes in Computer Science, Bind 7795).

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    34 Citationer (Scopus)

  • The BisimDist Library: Efficient Computation of Bisimilarity Distances for Markovian Models

    Bacci, G., Bacci, G., Larsen, K. G. & Mardare, R. I., 2013, Quantitative Evaluation of Systems: 10th International Conference, QEST 2013, Buenos Aires, Argentina, August 27-30, 2013. Proceedings. Joshi, K., Siegle, M., Stoelinga, M. & D'Argenio, P. R. (red.). Springer Publishing Company, Bind 8054. s. 278-281 4 s. (Lecture Notes in Computer Science, Bind 8054).

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    7 Citationer (Scopus)