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Showing 1 - 12 of 12 results for “yanghui rao”
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  • Topic Modeling

    Advanced Techniques and Applications

    by Yanghui Rao, Qing Li ...
    Series series Artificial Intelligence (R0)
    As a well-known text mining tool, topic modeling can effectively discover the latent semantic structure of text data. Extracting topics from documents is also one of the fundamental challenges in natural language processing. Although topic models have seen significant achievements over the past three decades, there remains a scarcity of methods that effectively model temporal aspect. Moreover, ... Read more

    $218.99 CAD

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  • Representation Learning for Natural Language Processing

    by Zhiyuan Liu, Yankai Lin, Maosong Sun ...
    Series series Computer Science (R0)
    This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those ... Read more

    Free

  • Machine Learning and Knowledge Discovery in Databases. Research Track

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

    Edited by Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, Jose A. Lozano ...
    Series Book 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 ... Read more

    $128.99 CAD

  • Machine Learning and Knowledge Discovery in Databases. Research Track

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

    Edited by Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, Jose A. Lozano ...
    Series Book 3 - 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 ... Read more

    $179.99 CAD

  • Feature Engineering for Machine Learning and Data Analytics

    Edited by 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 ... Read more

    $94.99 CAD

  • Machine Learning and Knowledge Discovery in Databases. Research Track

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

    Edited by Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, Jose A. Lozano ...
    Series Book 2 - 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 ... Read more

    $128.99 CAD

  • Artificial General Intelligence

    9th International Conference, AGI 2016, New York, NY, USA, July 16-19, 2016, Proceedings

    Edited by Bas Steunebrink, Pei Wang, Ben Goertzel ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 9th International Conference on Artificial General Intelligence, AGI 2016, held in New York City, NY, USA, in July 2016 as part of HLAI 2016, the Joint Multi-Conference on Human-Level Artificial Intelligence 2016.The 24 full papers, 2 short papers, and 10 poster papers presented were carefully reviewed and selected from 67 submissions. AGI ... Read more

    $64.99 CAD

  • Continual and Reinforcement Learning for Edge AI

    Framework, Foundation, and Algorithm Design

    by Hang Wang, Sen Lin, Junshan Zhang ...
    Series series Synthesis Collection of Technology (R0)
    This book provides a comprehensive introduction to continual and reinforcement learning for edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance the AI at resource-limited edge devices. The authors introduce readers to practical frameworks and in-depth algorithmic foundations. The book surveys the recent advances in the area, coming from ... Read more

    $57.99 CAD

  • AI 2017: Advances in Artificial Intelligence

    30th Australasian Joint Conference, Melbourne, VIC, Australia, August 19–20, 2017, Proceedings

    Edited by Wei Peng, Damminda Alahakoon, Xiaodong Li ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 30th Australasian Joint Conference on Artificial Intelligence, AI 2017, held in Melbourne, VIC, Australia, in August 2017.The 29 full papers were carefully reviewed and selected from 58 submissions. This volume covers a wide spectrum of research streams in artificial intelligence ranging from machine learning, optimization to big data science ... Read more

    $64.99 CAD

  • Database Systems for Advanced Applications

    31st International Conference, DASFAA 2026, Jeju, South Korea, April 27-30, 2026, Proceedings, Part IV

    Edited by Hyungsoo Jung, Tianzheng Wang, Masashi Toyoda, Hyuk-Yoon Kwon, Jae-woong Lee ...
    Series Book 4 - Springer Nature Proceedings Computer Science
    This 6-volume set LNCS 16535-16540 constitutes the proceedings of the 31st International Conference on Database Systems for Advanced Applications, DASFAA 2026, held in Jeju, South Korea, at April 27-30, 2026.The 228 full papers presented in this book were carefully reviewed and selected from 834 submissions. They cover topics such as:Search and RecommendationIndex and Storage SystemsGraph and ... Read more

    $115.99 CAD

  • Robust Representation for Data Analytics

    Models and Applications

    by Sheng Li, Yun Fu ...
    Series series Computer Science (R0)
    This book introduces the concepts and models of robust representation learning, and provides a set of solutions to deal with real-world data analytics tasks, such as clustering, classification, time series modeling, outlier detection, collaborative filtering, community detection, etc. Three types of robust feature representations are developed, which extend the understanding of graph, subspace, ... Read more

    $141.99 CAD

  • Machine Learning and Knowledge Discovery in Databases

    European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II

    Edited by Paolo Frasconi, Niels Landwehr, Giuseppe Manco, Jilles Vreeken ...
    Series Book 2 - Springer Nature Proceedings Computer Science
    The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on ... Read more

    $115.99 CAD