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Showing 1 - 12 of 12 results for “jieping ye”
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  • Multi-Label Dimensionality Reduction

    by Liang Sun, Shuiwang Ji, Jieping Ye ...
    Series series Chapman & Hall/CRC Machine Learning & Pattern Recognition
    Similar to other data mining and machine learning tasks, multi-label learning suffers from dimensionality. An effective way to mitigate this problem is through dimensionality reduction, which extracts a small number of features by removing irrelevant, redundant, and noisy information. The data mining and machine learning literature currently lacks ... Read more

    $77.99 USD

  • Reinforcement Learning in the Ridesharing Marketplace

    by Zhiwei (Tony) Qin, Xiaocheng Tang, Qingyang Li, Hongtu Zhu, Jieping Ye ...
    Series series Synthesis Collection of Technology (R0)
    This book provides a comprehensive overview of reinforcement learning for ridesharing applications. The authors first lay out the fundamentals of the ridesharing system architectures and review the basics of reinforcement learning, including the major applicable algorithms. The book describes the research problems associated with the various aspects of a ridesharing system and discusses the ... Read more

    $40.49 USD

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  • Pattern Recognition

    by Konstantinos Koutroumbas, Sergios Theodoridis ...
    This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of pattern recognition, have provided an up-to-date, self-contained volume encapsulating this wide spectrum of information. The very latest methods ... Read more

    $96.29 USD

  • Multimedia Forensics

    Edited by Husrev Taha Sencar, Luisa Verdoliva, Nasir Memon ...
    Series series Computer Science (R0)
    This book is open access. Media forensics has never been more relevant to societal life. Not only media content represents an ever-increasing share of the data traveling on the net and the preferred communications means for most users, it has also become integral part of most innovative applications in the digital information ecosystem that serves various sectors of society, from the entertainment ... Read more

    Free

  • Machine Learning

    A Constraint-Based Approach

    by Marco Gori ...
    Machine Learning: A Constraint-Based Approach provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that includes neural networks and kernel machines. The book presents the information in a truly unified manner that is based on the notion of learning from environmental constraints. While regarding symbolic ... Read more

    $71.09 USD

  • Machine Learning for Transportation Research and Applications

    by Yinhai Wang, Zhiyong Cui, Ruimin Ke ...
    Transportation is a combination of systems that presents a variety of challenges often too intricate to be addressed by conventional parametric methods. Increasing data availability and recent advancements in machine learning provide new methods to tackle challenging transportation problems. This textbookis designed for college or graduate-level students in transportation or closely related fields ... Read more

    $112.49 USD

  • Introduction to Transfer Learning

    Algorithms and Practice

    by Jindong Wang, Yiqiang Chen ...
    Series series Computer Science (R0)
    Transfer learning is one of the most important technologies in the era of artificial intelligence and deep learning. It seeks to leverage existing knowledge by transferring it to another, new domain. Over the years, a number of relevant topics have attracted the interest of the research and application community: transfer learning, pre-training and fine-tuning, domain adaptation, domain ... Read more

    $49.49 USD

  • Regularized System Identification

    Learning Dynamic Models from Data

    by Gianluigi Pillonetto, Tianshi Chen, Alessandro Chiuso, Giuseppe De Nicolao, Lennart Ljung ...
    Series series Engineering (R0)
    This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reader is led step by step into understanding of a novel paradigm that leverages the power of machine learning without losing sight of the system-theoretical principles of black-box identification. The ... Read more

    Free

  • Intelligent Systems: Concepts, Methodologies, Tools, and Applications

    Edited by Information Resources Management Association ...
    Ongoing advancements in modern technology have led to significant developments in intelligent systems. With the numerous applications available, it becomes imperative to conduct research and make further progress in this field. Intelligent Systems: Concepts, Methodologies, Tools, and Applications contains a compendium of the latest academic material on the latest breakthroughs and recent progress ... Read more

    $1,021.49 USD

  • Machine Learning - A Journey To Deep Learning: With Exercises And Answers

    by Andreas Miroslaus Wichert, Luis Sa-couto ...
    This unique compendium discusses some core ideas for the development and implementation of machine learning from three different perspectives — the statistical perspective, the artificial neural network perspective and the deep learning methodology.The useful reference text represents a solid foundation in machine learning and should prepare readers to apply and understand machine learning ... Read more

    $120.59 USD

  • Artificial Intelligence Security and Privacy

    Third International Conference, AIS&P 2025, Guangzhou, China, December 5–7, 2025, Proceedings

    Edited by Hongyang Yan, Yu Wang, Goi Bok Min ...
    Series series Springer Nature Proceedings excluding Computer Science
    This book constitutes the refereed proceedings of the Third International Conference on Artificial Intelligence Security and Privacy, AIS&P 2025, held in Guangzhou, China, during December 5–7, 2025.The 41 full papers included in these proceedings were carefully reviewed and selected from 106 submissions. They reflect current trends and advancements in AI security and privacy, offering valuable ... Read more

    $71.99 USD

  • Handbook of Blind Source Separation

    Independent Component Analysis and Applications

    Edited by Pierre Comon, Christian Jutten ...
    Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and ... Read more

    $148.49 USD