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  • Explainable Agency in Artificial Intelligence

    Research and Practice

    Edición de Silvia Tulli, David W. Aha ...
    Series series Chapman & Hall/CRC Artificial Intelligence and Robotics Series
    This book focuses on a subtopic of explainable AI (XAI) called explainable agency (EA), which involves producing records of decisions made during an agent’s reasoning, summarizing its behavior in human-accessible terms, and providing answers to questions about specific choices and the reasons for them. We distinguish explainable agency from interpretable machine learning (IML), another branch of ... Leer más

    $77.99 USD

  • Case-Based Reasoning Research and Development

    25th International Conference, ICCBR 2017, Trondheim, Norway, June 26-28, 2017, Proceedings

    Edición de David W. Aha, Jean Lieber ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 25th International Conference on Case-Based Reasoning Research and Development, ICCBR 2017, held in Trondheim, Norway, in June 2017.The 27 full papers presented together with 3 keynote presentations were carefully reviewed and selected from 38 submissions. The theme of ICCBR-2017, "Analogy for Reuse", was highlighted in several events.These ... Leer más

    $49.99 USD

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    Packed with practical, freely available backup and recovery solutions for Unix, Linux, Windows, and Mac OS X systems -- as well as various databases -- this new guide is a complete overhaul of Unix Backup & Recovery by the same author, now revised and expanded with over 75% new material.Backup & Recovery starts with a complete overview of backup philosophy and design, including the basic backup ... Leer más

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  • Fundamentals of Predictive Text Mining

    Series series Computer Science (R0)
    This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also as a practical guide, this unique book provides helpful advice illustrated by examples and case studies. This highly anticipated second edition has ... Leer más

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  • Fundamentals of Predictive Text Mining

    Series series Computer Science (R0)
    One consequence of the pervasive use of computers is that most documents originate in digital form. Widespread use of the Internet makes them readily available. Text mining – the process of analyzing unstructured natural-language text – is concerned with how to extract information from these documents. Developed from the authors’ highly successful Springer reference on text mining, Fundamentals of ... Leer más

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  • Text Mining

    From Ontology Learning to Automated Text Processing Applications

    Edición de Chris Biemann, Alexander Mehler ...
    Series series Computer Science (R0)
    This book comprises a set of articles that specify the methodology of text mining, describe the creation of lexical resources in the framework of text mining and use text mining for various tasks in natural language processing (NLP). The analysis of large amounts of textual data is a prerequisite to build lexical resources such as dictionaries and ontologies and also has direct applications in ... Leer más

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  • New Frontiers in Artificial Intelligence

    JSAI-isAI 2013 Workshops, LENLS, JURISIN, MiMI, AAA, and DDS, Kanagawa, Japan, October 27-28, 2013, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the thoroughly refereed post-conference proceedings of the JSAI-isAI 2013 Workshops LENLS, JURISIN, MiMI, AAA, and DDS which tool place on October 2013, in Japan. The 28 contributions in this volume were carefully reviewed and selected from 48 submissions. LENLS (Logic and Engineering of Natural Language Semantics) is an annual international workshop on formal semantics and ... Leer más

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  • Data Analytics

    31st British International Conference on Databases, BICOD 2017, London, UK, July 10–12, 2017, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed conference proceedings of the 31st British International Conference on Databases, BICOD 2017 - formerly known as BNCOD (British National Conference on Databases) - held in London, UK, in July 2017.The 17 revised full papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics such as data cleansing, data ... Leer más

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  • Neural Information Processing

    24th International Conference, ICONIP 2017, Guangzhou, China, November 14–18, 2017, Proceedings, Part V

    Series Libro 5 - Springer Nature Proceedings Computer Science
    The six volume set LNCS 10634, LNCS 10635, LNCS 10636, LNCS 10637, LNCS 10638, and LNCS 10639 constitues the proceedings of the 24rd International Conference on Neural Information Processing, ICONIP 2017, held in Guangzhou, China, in November 2017. The 563 full papers presented were carefully reviewed and selected from 856 submissions. The 6 volumes are organized in topical sections on Machine ... Leer más

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  • Data-Driven Process Discovery and Analysis

    6th IFIP WG 2.6 International Symposium, SIMPDA 2016, Graz, Austria, December 15-16, 2016, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the revised selected papers from the 6th IFIP WG 2.6 International Symposium on Data-Driven Process Discovery and Analysis, SIMPDA 2016, held in Graz, Austria in December 2016.The 5 papers presented in this volume were carefully reviewed and selected from 18 submissions. In this edition, the presentations focused on the adoption of process mining algorithms for continuous ... Leer más

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  • Big Data Analytics and Knowledge Discovery

    18th International Conference, DaWaK 2016, Porto, Portugal, September 6-8, 2016, Proceedings

    Edición de Sanjay Madria, Takahiro Hara ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 18th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2016, held in Porto, Portugal, September 2016.The 25 revised full papers presented were carefully reviewed and selected from 73 submissions. The papers are organized in topical sections on Mining Big Data, Applications of Big Data Mining, Big Data Indexing and ... Leer más

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  • Data-Driven Process Discovery and Analysis

    Third IFIP WG 2.6, 2.12 International Symposium, SIMPDA 2013, Riva del Garda, Italy, August 30, 2013, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the thoroughly refereed proceedings of the Third International Symposium on Data-Driven Process Discovery and Analysis held in Riva del Garda, Italy, in August 2013.The six revised full papers were carefully selected from 18 submissions. Following the event, authors were given the opportunity to improve their papers with the insights they gained from the symposium. The ... Leer más

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