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  • Information Retrieval Architecture and Algorithms

    Series series Computer Science (R0)
    This text presents a theoretical and practical examination of the latest developments in Information Retrieval and their application to existing systems. By starting with a functional discussion of what is needed for an information system, the reader can grasp the scope of information retrieval problems and discover the tools to resolve them. The book takes a system approach to explore every ... Leer más

    $49.99 USD

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  • Data Matching

    Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection

    Series series Computer Science (R0)
    Data matching (also known as record or data linkage, entity resolution, object identification, or field matching) is the task of identifying, matching and merging records that correspond to the same entities from several databases or even within one database. Based on research in various domains including applied statistics, health informatics, data mining, machine learning, artificial ... 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

    $107.99 USD

  • Data Management Technologies and Applications

    Third International Conference, DATA 2014, Vienna, Austria, August 29-31, 2014, Revised Selected papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the thoroughly refereed proceedings of the Third International Conference on Data Technologies and Applications, DATA 2014, held in Vienna, Austria, in August 2014.The 12 revised full papers were carefully reviewed and selected from 87 submissions. The papers deal with the following topics: databases, data warehousing, data mining, data management, data security, knowledge ... Leer más

    $49.99 USD

  • Intelligent Information Processing VIII

    9th IFIP TC 12 International Conference, IIP 2016, Melbourne, VIC, Australia, November 18-21, 2016, Proceedings

    Edición de Zhongzhi Shi, Sunil Vadera, Gang Li ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 9th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2016, held in Melbourne, VIC, Australia, in October 2016. The 24 full papers and 3 short papers presented were carefully reviewed and selected from more than 40 submissions. They are organized in topical sections on machine learning, data mining, deep learning, ... Leer más

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  • Trust for Intelligent Recommendation

    Series series Computer Science (R0)
    Recommender systems are one of the recent inventions to deal with the ever-growing information overload in relation to the selection of goods and services in a global economy. Collaborative Filtering (CF) is one of the most popular techniques in recommender systems. The CF recommends items to a target user based on the preferences of a set of similar users known as the neighbors, generated from a ... Leer más

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  • Integrated Business Information Systems

    A Holistic View of the Linked Business Process Chain ERP-SCM-CRM-BI-Big Data

    Series series Computer Science (R0)
    Enterprise Resource Planning (ERP), Supply Chain Management (SCM), Customer Relationship Management (CRM), Business Intelligence (BI) and Big Data Analytics (BDA) are business related tasks and processes, which are supported by standardized software solutions. The book explains that this requires business oriented thinking and acting from IT specialists and data scientists. It is a good idea to ... Leer más

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  • Case-Based Reasoning Research and Development

    23rd International Conference, ICCBR 2015, Frankfurt am Main, Germany, September 28-30, 2015. Proceedings

    Edición de Eyke Hüllermeier, Mirjam Minor ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 23rd International Conference on Case-Based Reasoning Research and Development, ICCBR 2015, held in Frankfurt am Main, Germany, in September 2015.The 26 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers cover a wide range of CBR topics that are of interest both to researchers and practitioners ... Leer más

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  • Transactions on Large-Scale Data- and Knowledge-Centered Systems XXVII

    Special Issue on Big Data for Complex Urban Systems

    Series series Computer Science (R0)
    This, the 27th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of 12 papers presented at the Big Data and Technology for Complex Urban Systems symposium, held in Kauai, HI, USA in January 2016. The papers explore the use of big data in complex urban systems in the areas of politics, society, commerce, tax, and emergency management. ... Leer más

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  • Business Intelligence

    Third European Summer School, eBISS 2013, Dagstuhl Castle, Germany, July 7-12, 2013, Tutorial Lectures

    Edición de Esteban Zimányi ...
    Series series Computer Science (R0)
    To large organizations, business intelligence (BI) promises the capability of collecting and analyzing internal and external data to generate knowledge and value, thus providing decision support at the strategic, tactical, and operational levels. BI is now impacted by the “Big Data” phenomena and the evolution of society and users. In particular, BI applications must cope with additional ... Leer más

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  • Multimedia Processing, Communication and Computing Applications

    Proceedings of the First International Conference, ICMCCA, 13-15 December 2012

    Series series Springer Nature Proceedings excluding Computer Science
    ICMCCA 2012 is the first International Conference on Multimedia Processing, Communication and Computing Applications and the theme of the Conference is chosen as ‘Multimedia Processing and its Applications’. Multimedia processing has been an active research area contributing in many frontiers of today’s science and technology. This book presents peer-reviewed quality papers on multimedia ... Leer más

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