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“mikhail bilenko”

Showing 1 - 12 of 12 results for “mikhail bilenko”
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  • Scaling up Machine Learning

    Parallel and Distributed Approaches

    Edited by Ron Bekkerman, Mikhail Bilenko, John Langford ...
    This book presents an integrated collection of representative approaches for scaling up machine learning and data mining methods on parallel and distributed computing platforms. Demand for parallelizing learning algorithms is highly task-specific: in some settings it is driven by the enormous dataset sizes, in others by model complexity or by real-time performance requirements. Making task ... Read more

    $55.79 USD

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  • Experimental Human-Computer Interaction

    A Practical Guide with Visual Examples

    by Helen C. Purchase ...
    Experiments that require the use of human participants are time consuming and costly: it is important to get the process right the first time. Planning and preparation are key to success. This practical book takes the human-computer interaction researcher through the complete experimental process, from identifying a research question to designing and conducting an experiment, and then to analysing ... Read more

    $31.19 USD

  • Machine Learning in Complex Networks

    by Thiago Christiano Silva, Liang Zhao ...
    Series series Computer Science (R0)
    This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based machine learning is presented, offering necessary background material. In the second part, we describe in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised ... Read more

    $98.09 USD

  • Identifying Patterns in Financial Markets

    New Approach Combining Rules Between PIPs and SAX

    by João Leitão, Rui Ferreira Neves, Nuno C.G. Horta ...
    Series series Engineering (R0)
    This book describes a new pattern discovery approach based on the combination among rules between Perceptually Important Points (PIPs) and the Symbolic Aggregate approximation (SAX) representation optimized by Genetic Algorithm (GA). The proposed approach was tested with real data from S&P500 index and all the results obtained outperform the Buy&Hold strategy. Three different case studies are ... Read more

    $49.49 USD

  • Intelligent Computing Theories and Application

    13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part I

    Edited by De-Shuang Huang, Vitoantonio Bevilacqua, Prashan Premaratne, Phalguni Gupta ...
    Series Book 1 - Springer Nature Proceedings Computer Science
    This three-volume set LNCS 10361, LNCS 10362, and LNAI 10363 constitutes the refereed proceedings of the 13th International Conference on Intelligent Computing, ICIC 2017, held in Liverpool, UK, in August 2017.The 212 full papers and 20 short papers of the three proceedings volumes were carefully reviewed and selected from 612 submissions. This first volume of the set comprises 71 papers. The ... Read more

    $89.99 USD

  • Neural Information Processing

    23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings, Part IV

    Edited by Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu ...
    Series Book 4 - Springer Nature Proceedings Computer Science
    The four volume set LNCS 9947, LNCS 9948, LNCS 9949, and LNCS 9950 constitues the proceedings of the 23rd International Conference on Neural Information Processing, ICONIP 2016, held in Kyoto, Japan, in October 2016. The 296 full papers presented were carefully reviewed and selected from 431 submissions. The 4 volumes are organized in topical sections on deep and reinforcement learning; big data ... Read more

    $49.99 USD

  • Digital and Discrete Geometry

    Theory and Algorithms

    by Li M. Chen ...
    Series series Computer Science (R0)
    This book provides comprehensive coverage of the modern methods for geometric problems in the computing sciences. It also covers concurrent topics in data sciences including geometric processing, manifold learning, Google search, cloud data, and R-tree for wireless networks and BigData.The author investigates digital geometry and its related constructive methods in discrete geometry, offering ... Read more

    $49.49 USD

  • Introduction to Intelligent Surveillance

    by Wei Qi Yan ...
    Series series Computer Science (R0)
    This concise textbook examines the fundamental aspects of intelligent computing for surveillance systems, from camera calibration and data capturing, to secure data transmission. The text covers digital surveillance from the level of an individual object or biometric feature, to the full lifecycle of an event. This is followed by a detailed discussion on how an intelligent system can independently ... Read more

    $62.99 USD

  • Intelligent Visual Surveillance

    4th Chinese Conference, IVS 2016, Beijing, China, October 19, 2016, Proceedings

    Edited by Kaiqi Huang, Zhang Zhang ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 4th Chinese Conference, IVS 2016, held in Beijing, China, in October 2016.The 19 revised full papers presented were carefully reviewed and selected from 45 submissions. The papers are organized in topical sections on low-level preprocessing, surveillance systems; tracking, robotics; identification, detection, recognition; behavior, activities, ... Read more

    $49.49 USD

  • Intelligent Data Engineering and Automated Learning – IDEAL 2017

    18th International Conference, Guilin, China, October 30 – November 1, 2017, Proceedings

    Edited by Hujun Yin, Yang Gao, Songcan Chen, Yimin Wen, Guoyong Cai, Tianlong Gu, Junping Du, Antonio J. Tallón-Ballesteros, Minling Zhang ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 18th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2017, held in Guilin, China, in October/November 2017.The 65 full papers presented were carefully reviewed and selected from 110 submissions. These papers provided a sample of latest research outcomes in data engineering and automated learning, from ... Read more

    $49.99 USD

  • AI 2016: Advances in Artificial Intelligence

    29th Australasian Joint Conference, Hobart, TAS, Australia, December 5-8, 2016, Proceedings

    Edited by Byeong Ho Kang, Quan Bai ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 29th Australasian Joint Conference on Artificial Intelligence, AI 2016, held in Hobart, TAS, Australia, in December 2016.The 40 full papers and 18 short papers presented together with 8 invited short papers were carefully reviewed and selected from 121 submissions. The papers are organized in topical sections on agents and multiagent systems; ... Read more

    $49.99 USD

  • Neural Networks and Micromechanics

    by Ernst Kussul, Donald C. Wunsch, Tatiana Baidyk ...
    Series series Computer Science (R0)
    Micromechanical manufacturing based on microequipment creates new possibi- ties in goods production. If microequipment sizes are comparable to the sizes of the microdevices to be produced, it is possible to decrease the cost of production drastically. The main components of the production cost - material, energy, space consumption, equipment, and maintenance - decrease with the scaling down of ... Read more

    $89.09 USD