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  • Machines We Trust

    Perspectives on Dependable AI

    Experts from disciplines that range from computer science to philosophy consider the challenges of building AI systems that humans can trust.Artificial intelligence-based algorithms now marshal an astonishing range of our daily activities, from driving a car ("turn left in 400 yards") to making a purchase ("products recommended for you"). How can we design AI technologies that humans can trust, ... Read more

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  • Similarity-Based Pattern Analysis and Recognition

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    Series series Computer Science (R0)
    This accessible text/reference presents a coherent overview of the emerging field of non-Euclidean similarity learning. The book presents a broad range of perspectives on similarity-based pattern analysis and recognition methods, from purely theoretical challenges to practical, real-world applications. The coverage includes both supervised and unsupervised learning paradigms, as well as generative ... Read more

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  • Analysis of Images, Social Networks and Texts

    9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes revised selected papers from the 9th International Conference on Analysis of Images, Social Networks and Texts, AIST 2020, held during October 15-16, 2020. The conference was planned to take place in Moscow, Russia, but changed to an online format due to the COVID-19 pandemic.The 27 full papers and 4 short papers presented in this volume were carefully reviewed and selected ... Read more

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  • Structural, Syntactic, and Statistical Pattern Recognition

    Joint IAPR International Workshops, S+SSPR 2020, Padua, Italy, January 21–22, 2021, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, S+SSPR 2020, held in Padua, Italy, in January 2021.The 35 papers presented in this volume were carefully reviewed and selected from 81 submissions.The accepted papers cover the major topics of current interest in pattern recognition, including classification ... Read more

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  • Recent Trends in Analysis of Images, Social Networks and Texts

    9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes revised selected papers of the 9th International Conference on Analysis of Images, Social Networks and Texts, AIST 2020, held in Moscow, Russia, in october 2020. Due to the COVID-19 pandemic the conference was held online.The 14 full papers, 9 short papers and 4 poster papers were carefully reviewed and selected from 108 qualified submissions. The papers are organized in ... Read more

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  • Analysis of Images, Social Networks and Texts

    8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the post-conference proceedings of the 8th International Conference on Analysis of Images, Social Networks and Texts, AIST 2019, held in Kazan, Russia, in July 2019.The 27 full and 8 short papers were carefully reviewed and selected from 134 submissions (of which 21 papers were automatically rejected without being reviewed). The papers are organized in topical sections on ... Read more

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  • Similarity-Based Pattern Recognition

    Third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015. Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the Third International Workshop on Similarity Based Pattern Analysis and Recognition, SIMBAD 2015, which was held in Copenahgen, Denmark, in October 2015. The 15 full and 8 short papers presented were carefully reviewed and selected from 30 submissions.The workshop focus on problems, techniques, applications, and perspectives: from supervisedto ... Read more

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  • Energy Minimization Methods in Computer Vision and Pattern Recognition

    11th International Conference, EMMCVPR 2017, Venice, Italy, October 30 – November 1, 2017, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This volume constitutes the refereed proceedings of the 11th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR 2017, held in Venice, Italy, in October/November 2017.The 37 revised full papers were carefully reviewed and selected from 51 submissions. The papers are organized in topical sections on Clustering and Quantum Methods; Motion and ... Read more

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  • Analysis of Images, Social Networks and Texts

    7th International Conference, AIST 2018, Moscow, Russia, July 5–7, 2018, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the 7th International Conference on Analysis of Images, Social Networks and Texts, AIST 2018, held in Moscow, Russia, in July 2018.The 29 full papers were carefully reviewed and selected from 107 submissions (of which 26 papers were rejected without being reviewed). The papers are organized in topical sections on natural language processing; analysis of ... Read more

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  • Analysis of Images, Social Networks and Texts

    8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the 8th International Conference on Analysis of Images, Social Networks and Texts, AIST 2019, held in Kazan, Russia, in July 2019.The 24 full papers and 10 short papers were carefully reviewed and selected from 134 submissions (of which 21 papers were rejected without being reviewed). The papers are organized in topical sections on general topics of data ... Read more

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  • Artificial Life and Evolutionary Computation

    12th Italian Workshop, WIVACE 2017, Venice, Italy, September 19-21, 2017, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the revised selected papers of the 12th Italian Workshop on Advances in Artificial Life, Evolutionary Computation, WIVACE 2017, held in Venice, Italy, in September 2017.The 23 full papers presented were thoroughly reviewed and selected from 33 submissions. They cover the following topics: physical-chemical phenomena; biological systems; economy and society; complexity; ... Read more

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    This book presents a broad selection of cutting-edge research, covering both theoretical and practical aspects of reconstruction, registration, and recognition. The text provides an overview of challenging areas and descriptions of novel algorithms. Features: investigates visual features, trajectory features, and stereo matching; reviews the main challenges of semi-supervised object recognition, ... Read more

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