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Computer Science (R0) Serie de eBooks

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  • Dirty Data Processing for Machine Learning

    de Zhixin Qi, Hongzhi Wang, Zejiao Dong ...
    Series series Computer Science (R0)
    In both the database and machine learning communities, data quality has become a serious issue which cannot be ignored. In this context, we refer to data with quality problems as “dirty data.” Clearly, for a given data mining or machine learning task, dirty data in both training and test datasets can affect the accuracy of results. Accordingly, this book analyzes the impacts of dirty data and ... Leer más

    $2,720 MXN

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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

    $897 MXN

  • Automated Machine Learning

    Methods, Systems, Challenges

    Edición de Frank Hutter, Lars Kotthoff, Joaquin Vanschoren ...
    Series series The Springer Series on Challenges in Machine Learning
    This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML ... Leer más

    Gratis

  • Machine Learning for Data Streams

    with Practical Examples in MOA

    de Albert Bifet, Ricard Gavalda, Bernhard Pfahringer, Geoffrey Holmes ...
    Series series Adaptive Computation and Machine Learning series
    A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework.Today many information sources—including sensor networks, financial markets, social networks, and healthcare monitoring—are so-called data streams, arriving sequentially and at high speed. Analysis must take place in real time, ... Leer más

    $685 MXN

  • Data Mining

    Concepts and Techniques

    de Jiawei Han, Jian Pei, Hanghang Tong ...
    Series series The Morgan Kaufmann Series in Data Management Systems
    Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulness, ... Leer más

    $850 MXN

  • Machine Learning Algorithms for Data Scientists: An Overview

    de Vinaitheerthan Renganathan ...
    Machine Learning models are widely used in different fields such as Artificial Intelligence, Business, Clinical and Biological Sciences which includes self-driving cars, predictive models, disease prediction, genome sequencing, spam filtering, product recommendation, fraud detection and image recognition . It has gained importance due to its capabilities of handling large volume of data, ... Leer más

    $86 MXN

  • Machine Learning and Knowledge Discovery in Databases. Research Track

    European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I

    Edición de Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, Jose A. Lozano ...
    Series Libro 1 - Springer Nature Proceedings Computer Science
    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.The 210 full papers presented in these ... Leer más

    $1,813 MXN

  • The Top Ten Algorithms in Data Mining

    Edición de Xindong Wu, Vipin Kumar ...
    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is written by either the original authors of the ... Leer más

    $2,525 MXN

  • Advances in Knowledge Discovery and Data Mining

    29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, Sydney, NSW, Australia, June 10–13, 2025, Proceedings, Part I

    Edición de Xintao Wu, Myra Spiliopoulou, Can Wang, Vipin Kumar, Longbing Cao, Yanqiu Wu, Yu Yao, Zhangkai Wu ...
    Series Libro 1 - Springer Nature Proceedings Computer Science
    The five-volume set, LNAI 158710 - 15874 constitutes the proceedings of the 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2025, held in Sydney, New South Wales, Australia, during June 10–13, 2025.The conference received a total of 557 submissions to the main track, 35 submissions to the survey track and 104 submittion to the special track on LLMs. Of these, 134 papers ... Leer más

    $1,632 MXN

  • Advanced Intelligent Computing Technology and Applications

    22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22–26, 2026, Proceedings, Part XXVI

    Edición de De-Shuang Huang, Chuanlei Zhang, Wei Chen, Yijie Pan, Prashan Premaratne ...
    Series series Springer Nature Proceedings Computer Science
    This 21-volume set LNCS 16642-16662 constitutes - in conjunction with the 5-volume set LNAI 16663-16667 and the 4-volume set LNBI 16668-16671 - the refereed proceedings of the 22nd International Conference on Intelligent Computing, ICIC 2026, held in ON, Canada, during July 22–26, 2026.The 250 papers presented in these proceedings books were carefully reviewed and selected from 4561 submissions ... Leer más

    $1,450 MXN

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

    Edición de Abdelkader Hameurlain, A Min Tjoa ...
    Series series Computer Science (R0)
    The LNCS journal Transactions on Large-Scale Data and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g., computing resources, ... Leer más

    $1,178 MXN

  • Advances in Knowledge Discovery and Data Mining

    25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part I

    Edición de Kamal Karlapalem, Hong Cheng, Naren Ramakrishnan, R. K. Agrawal, P. Krishna Reddy, Jaideep Srivastava, Tanmoy Chakraborty ...
    Series Libro 1 - Springer Nature Proceedings Computer Science
    The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions. They were organized in topical sections as follows:Part I: Applications of knowledge ... Leer más

    $1,632 MXN