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Computer Science (R0) Serie de eBooks

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  • Heterogeneous Graph Representation Learning and Applications

    de Chuan Shi, Xiao Wang, Philip S. Yu ...
    Series series Computer Science (R0)
    Representation learning in heterogeneous graphs (HG) is intended to provide a meaningful vector representation for each node so as to facilitate downstream applications such as link prediction, personalized recommendation, node classification, etc. This task, however, is challenging not only because of the need to incorporate heterogeneous structural (graph) information consisting of multiple ... Leer más

    $152.99 USD

  • Heterogeneous Information Network Analysis and Applications

    de Chuan Shi, Philip S. Yu ...
    Series series Computer Science (R0)
    This book offers researchers an understanding of the fundamental issues and a good starting point to work on this rapidly expanding field. It provides a comprehensive survey of current developments of heterogeneous information network. It also presents the newest research in applications of heterogeneous information networks to similarity search, ranking, clustering, recommendation.This ... Leer más

    $134.99 USD

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  • Data Mining: Concepts and Techniques

    de Jiawei Han, Micheline Kamber, Jian Pei ...
    Series series The Morgan Kaufmann Series in Data Management Systems
    Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and ... Leer más

    $67.99 USD

  • Feature Engineering for Machine Learning and Data Analytics

    Edición de Guozhu Dong, Huan Liu ...
    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    Feature engineering plays a vital role in big data analytics. Machine learning and data mining algorithms cannot work without data. Little can be achieved if there are few features to represent the underlying data objects, and the quality of results of those algorithms largely depends on the quality of the available features. Feature Engineering for Machine Learning and Data Analytics provides a ... Leer más

    $66.99 USD

  • 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

    $49.99 USD

  • Social Media Processing

    5th National Conference, SMP 2016, Nanchang, China, October 29–30, 2016, Proceedings

    Edición de Yuming Li, Guoxiong Xiang, Hongfei Lin, Mingwen Wang ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the thoroughly refereed proceedings of the 5th National Conference of Social Media Processing, SMP 2016, held in Nanchang, China, in October 2016.The 24 revised full papers presented were carefully reviewed and selected from 109 submissions. The papers address issues such as: mining social media and applications; natural language processing; data mining; information retrieval ... Leer más

    $49.99 USD

  • Database Systems for Advanced Applications

    26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11–14, 2021, Proceedings, Part II

    Edición de Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen ...
    Series Libro 2 - Springer Nature Proceedings Computer Science
    The three-volume set LNCS 12681-12683 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2021, held in Taipei, Taiwan, in April 2021.The total of 156 papers presented in this three-volume set was carefully reviewed and selected from 490 submissions.The topic areas for the selected papers include information retrieval, search and ... Leer más

    $89.99 USD

  • Database Systems for Advanced Applications

    28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part II

    Edición de Xin Wang, Maria Luisa Sapino, Wook-Shin Han, Amr El Abbadi, Gill Dobbie, Zhiyong Feng, Yingxiao Shao, Hongzhi Yin ...
    Series Libro 2 - Springer Nature Proceedings Computer Science
    The four-volume set LNCS 13943, 13944, 13945 and 13946 constitutes the proceedings of the 28th International Conference on Database Systems for Advanced Applications, DASFAA 2023, held in April 2023 in Tianjin, China.The total of 125 full papers, along with 66 short papers, are presented together in this four-volume set was carefully reviewed and selected from 652 submissions. Additionally, 15 ... Leer más

    $107.09 USD

  • Automated Taxonomy Discovery and Exploration

    de Jiaming Shen, Jiawei Han ...
    Series series eBColl Synthesis Collection 11
    This book provides a principled data-driven framework that progressively constructs, enriches, and applies taxonomies without leveraging massive human annotated data. Traditionally, people construct domain-specific taxonomies by extensive manual curations, which is time-consuming and costly. In today’s information era, people are inundated with the vast amounts of text data. Despite their ... Leer más

    $53.99 USD

  • Database Systems for Advanced Applications

    25th International Conference, DASFAA 2020, Jeju, South Korea, September 24–27, 2020, Proceedings, Part II

    Edición de Yunmook Nah, Bin Cui, Sang-Won Lee, Jeffrey Xu Yu, Yang-Sae Moon, Steven Euijong Whang ...
    Series Libro 2 - Springer Nature Proceedings Computer Science
    The 4 volume set LNCS 12112-12114 constitutes the papers of the 25th International Conference on Database Systems for Advanced Applications which will be held online in September 2020.The 119 full papers presented together with 19 short papers plus 15 demo papers and 4 industrial papers in this volume were carefully reviewed and selected from a total of 487 submissions.The conference program ... Leer más

    $134.99 USD

  • Web and Big Data

    5th International Joint Conference, APWeb-WAIM 2021, Guangzhou, China, August 23–25, 2021, Proceedings, Part I

    Edición de Leong Hou U, Marc Spaniol, Yasushi Sakurai, Junying Chen ...
    Series Libro 1 - Springer Nature Proceedings Computer Science
    This two-volume set, LNCS 12858 and 12859, constitutes the thoroughly refereed proceedings of the 5th International Joint Conference, APWeb-WAIM 2021, held in Guangzhou, China, in August 2021.The 44 full papers presented together with 24 short papers, and 6 demonstration papers were carefully reviewed and selected from 184 submissions. The papers are organized around the following topics: Graph ... Leer más

    $71.99 USD

  • Database Systems for Advanced Applications

    23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II

    Edición de Jian Pei, Yannis Manolopoulos, Shazia Sadiq, Jianxin Li ...
    Series Libro 2 - Springer Nature Proceedings Computer Science
    This two-volume set LNCS 10827 and LNCS 10828 constitutes the refereed proceedings of the 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018.The 83 full papers, 21 short papers, 6 industry papers, and 8 demo papers were carefully selected from a total of 360 submissions. The papers are organized around the ... Leer más

    $89.99 USD