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  • Symbolic and Quantitative Approaches to Reasoning with Uncertainty

    17th European Conference, ECSQARU 2023, Arras, France, September 19–22, 2023, Proceedings

    Edición de Zied Bouraoui, Srdjan Vesic ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 17th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2023, held in Arras, France, in September 2023.The 35 full papers presented in this volume were carefully reviewed and selected from 46 submissions. The papers are organized in topical sections about Complexity and Database Theory; Formal ... Leer más

    $89.09 USD

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  • Regularized System Identification

    Learning Dynamic Models from Data

    de Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung ...
    Series series Engineering (R0)
    This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reader is led step by step into understanding of a novel paradigm that leverages the power of machine learning without losing sight of the system-theoretical principles of black-box identification. The ... Leer más

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  • Foundations of Software Science and Computation Structures

    21st International Conference, FOSSACS 2018, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2018, Thessaloniki, Greece, April 14–20, 2018. Proceedings

    Edición de Christel Baier, Ugo Dal Lago ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the 21st International Conference on Foundations of Software Science and Computational Structures, FOSSACS 2018, which took place in Thessaloniki, Greece, in April 2018, held as part of the European Joint Conference on Theory and Practice of Software, ETAPS 2018.The 31 papers presented in this volume were carefully reviewed and selected from 103 submissions ... Leer más

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  • Foundations of Software Science and Computation Structures

    26th International Conference, FoSSaCS 2023, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2023, Paris, France, April 22–27, 2023, Proceedings

    Edición de Orna Kupferman, Pawel Sobocinski ...
    Series series Springer Nature Proceedings Computer Science
    This open access book constitutes the proceedings of the 26th International Conference on Foundations of Software Science and Computational Structures, FOSSACS 2023, which was held during April 22-27, 2023, in Paris, France, as part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2023.The 26 regular papers presented in this volume were carefully reviewed and selected ... Leer más

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  • Computer Aided Verification

    30th International Conference, CAV 2018, Held as Part of the Federated Logic Conference, FloC 2018, Oxford, UK, July 14-17, 2018, Proceedings, Part I

    Edición de Hana Chockler, Georg Weissenbacher ...
    Series Libro 1 - Springer Nature Proceedings Computer Science
    This open access two-volume set LNCS 10980 and 10981 constitutes the refereed proceedings of the 30th International Conference on Computer Aided Verification, CAV 2018, held in Oxford, UK, in July 2018.The 52 full and 13 tool papers presented together with 3 invited papers and 2 tutorials were carefully reviewed and selected from 215 submissions. The papers cover a wide range of topics and ... Leer más

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  • Automated Deduction – CADE 28

    28th International Conference on Automated Deduction, Virtual Event, July 12–15, 2021, Proceedings

    Edición de André Platzer, Geoff Sutcliffe ...
    Series series Springer Nature Proceedings Computer Science
    This open access book constitutes the proceeding of the 28th International Conference on Automated Deduction, CADE 28, held virtually in July 2021.The 29 full papers and 7 system descriptions presented together with 2 invited papers were carefully reviewed and selected from 76 submissions. CADE is the major forum for the presentation of research in all aspects of automated deduction, including ... Leer más

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  • Markov Logic

    An Interface Layer for Artificial Intelligence

    de Pedro Domingos, Daniel Lowd, Ronald Brachman, William W. Cohen, Peter Stone ...
    Series series Synthesis Lectures on Artificial Intelligence and Machine Learning
    Most subfields of computer science have an interface layer via which applications communicate with the infrastructure, and this is key to their success (e.g., the Internet in networking, the relational model in databases, etc.). So far this interface layer has been missing in AI. First-order logic and probabilistic graphical models each have some of the necessary features, but a viable interface ... Leer más

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  • Formal Methods

    26th International Symposium, FM 2024, Milan, Italy, September 9–13, 2024, Proceedings, Part I

    Edición de André Platzer, Kristin Yvonne Rozier, Matteo Pradella, Matteo Rossi ...
    Series Libro 1 - Springer Nature Proceedings Computer Science
    The open access book set LNCS 14933 + 14934 constitutes the refereed proceedings of the 26th International Symposium on Formal Methods, FM 2024, which took place in Milan, Italy, in September 2024.The 51 full and 4 short papers included in these proceedings were carefully reviewed and selected from 219 submissions. They also include 2 invited talks in full paper length and 10 tutorial papers. The ... Leer más

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  • Computer Aided Verification

    32nd International Conference, CAV 2020, Los Angeles, CA, USA, July 21–24, 2020, Proceedings, Part II

    Edición de Shuvendu K. Lahiri, Chao Wang ...
    Series Libro 2 - Springer Nature Proceedings Computer Science
    The open access two-volume set LNCS 12224 and 12225 constitutes the refereed proceedings of the 32st International Conference on Computer Aided Verification, CAV 2020, held in Los Angeles, CA, USA, in July 2020.*The 43 full papers presented together with 18 tool papers and 4 case studies, were carefully reviewed and selected from 240 submissions. The papers were organized in the following topical ... Leer más

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  • Probabilistic Machine Learning

    Advanced Topics

    de Kevin P. Murphy ...
    Series series Adaptive Computation and Machine Learning series
    An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian inference, generative models, and decision making under uncertainty.An advanced counterpart to Probabilistic Machine Learning: An Introduction, this high-level textbook provides researchers and graduate students detailed coverage of cutting-edge topics ... Leer más

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  • Computer Aided Verification

    31st International Conference, CAV 2019, New York City, NY, USA, July 15-18, 2019, Proceedings, Part I

    Edición de Isil Dillig, Serdar Tasiran ...
    Series Libro 1 - Springer Nature Proceedings Computer Science
    This open access two-volume set LNCS 11561 and 11562 constitutes the refereed proceedings of the 31st International Conference on Computer Aided Verification, CAV 2019, held in New York City, USA, in July 2019.The 52 full papers presented together with 13 tool papers and 2 case studies, were carefully reviewed and selected from 258 submissions. The papers were organized in the following topical ... Leer más

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  • Automated Reasoning

    11th International Joint Conference, IJCAR 2022, Haifa, Israel, August 8–10, 2022, Proceedings

    Edición de Jasmin Blanchette, Laura Kovács, Dirk Pattinson ...
    Series series Springer Nature Proceedings Computer Science
    This volume, LNAI 13385, constitutes the refereed proceedings of the 11th International Joint Conference on Automated Reasoning, IJCAR 2022, held in Haifa, Israel, in August 2022.The 32 full research papers and 9 short papers presented together with two invited talks were carefully reviewed and selected from 85 submissions. The papers focus on the following topics: Satisfiability, SMT Solving ... Leer más

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