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Showing 1 - 12 of 12 results for “isabelle guyon”
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  • Cause Effect Pairs in Machine Learning

    Edited by Isabelle Guyon, Alexander Statnikov, Berna Bakir Batu ...
    Series series Computer Science (R0)
    This book presents ground-breaking advances in the domain of causal structure learning. The problem of distinguishing cause from effect (“Does altitude cause a change in atmospheric pressure, or vice versa?”) is here cast as a binary classification problem, to be tackled by machine learning algorithms. Based on the results of the ChaLearn Cause-Effect Pairs Challenge, this book reveals that the ... Read more

    $89.99 USD

  • Neural Connectomics Challenge

    Edited by Demian Battaglia, Isabelle Guyon, Vincent Lemaire, Javier Orlandi, Bisakha Ray, Jordi Soriano ...
    Series series Computer Science (R0)
    This book illustrates the thrust of the scientific community to use machine learning concepts for tackling a complex problem: given time series of neuronal spontaneous activity, which is the underlying connectivity between the neurons in the network? The contributing authors also develop tools for the advancement of neuroscience through machine learning techniques, with a focus on the major open ... Read more

    $89.99 USD

  • Explainable and Interpretable Models in Computer Vision and Machine Learning

    Edited by Hugo Jair Escalante, Sergio Escalera, Isabelle Guyon, Xavier Baró, Yağmur Güçlütürk, Umut Güçlü, Marcel van Gerven ...
    Series series Computer Science (R0)
    This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning.Research progress in computer vision and pattern recognition has led to a variety of modeling techniques with almost human-like performance. Although these models have obtained astounding results, they are limited in their ... Read more

    $143.99 USD

  • Gesture Recognition

    Edited by Sergio Escalera, Isabelle Guyon, Vassilis Athitsos ...
    Series series Computer Science (R0)
    This book presents a selection of chapters, written by leading international researchers, related to the automatic analysis of gestures from still images and multi-modal RGB-Depth image sequences. It offers a comprehensive review of vision-based approaches for supervised gesture recognition methods that have been validated by various challenges. Several aspects of gesture recognition are reviewed, ... Read more

    $143.09 USD

  • Gentle Introduction To Support Vector Machines In Biomedicine, A - Volume 2: Case Studies And Benchmarks

    by Alexander Statnikov, Constantin F Aliferis, Douglas P Hardin, Isabelle Guyon ...
    Support Vector Machines (SVMs) are among the most important recent developments in pattern recognition and statistical machine learning. They have found a great range of applications in various fields including biology and medicine. However, biomedical researchers often experience difficulties grasping both the theory and applications of these important methods because of lack of technical ... Read more

    $27.99 USD

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  • Computer Vision – ECCV 2016

    14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part VI

    Edited by Bastian Leibe, Jiri Matas, Nicu Sebe, Max Welling ...
    Series Book 6 - Springer Nature Proceedings Computer Science
    The eight-volume set comprising LNCS volumes 9905-9912 constitutes the refereed proceedings of the 14th European Conference on Computer Vision, ECCV 2016, held in Amsterdam, The Netherlands, in October 2016.The 415 revised papers presented were carefully reviewed and selected from 1480 submissions. The papers cover all aspects of computer vision and pattern recognition such as 3D computer vision; ... Read more

    $89.99 USD

  • Breast Imaging

    13th International Workshop, IWDM 2016, Malmö, Sweden, June 19-22, 2016, Proceedings

    Edited by Anders Tingberg, Kristina Lång, Pontus Timberg ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 13th International Workshop on Breast Imaging, IWDM 2016, held in Malmö, Sweden, in June 2016.The 35 revised full papers and 50 revised poster papers presented together with 6 invited talks were carefully reviewed and selected from 89 submissions. The papers are organized in topical sections on screening; CAD; mammography, tomosynthesis, and ... Read more

    $49.99 USD

  • Graph-Based Representations in Pattern Recognition

    11th IAPR-TC-15 International Workshop, GbRPR 2017, Anacapri, Italy, May 16–18, 2017, Proceedings

    Edited by Pasquale Foggia, Cheng-Lin Liu, Mario Vento ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 11th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition, GbRPR 2017, held in Anacapri, Italy, in May 2017. The 25 full papers and 2 abstracts of invited papers presented in this volume were carefully reviewed and selected from 31 submissions. The papers discuss research results and applications in the ... Read more

    $49.49 USD

  • An Introduction to Object Recognition

    Selected Algorithms for a Wide Variety of Applications

    by Marco Alexander Treiber ...
    Series series Computer Science (R0)
    Rapid development of computer hardware has enabled usage of automatic object recognition in an increasing number of applications, ranging from industrial image processing to medical applications, as well as tasks triggered by the widespread use of the internet. Each area of application has its specific requirements, and consequently these cannot all be tackled appropriately by a single, general ... Read more

    $49.49 USD

  • Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

    21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8–11, 2016, Proceedings

    Edited by César Beltrán-Castañón, Ingela Nyström, Fazel Famili ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed post-conference proceedings of the 21st Iberoamerican Congress on Pattern Recognition, CIARP 2016, held in Lima, Peru, in November 2016.The 69 papers presented were carefully reviewed and selected from 131 submissions. The papers feature research results in the areas of pattern recognition, biometrics, image processing, computer vision, speech recognition, and ... Read more

    $49.49 USD

  • Understanding Biocorrosion

    Fundamentals and Applications

    by T Liengen, R Basseguy, I Beech, Damien Feron ...
    Series Book 66 - European Federation of Corrosion (EFC) Series
    Biocorrosion refers to corrosion influenced by bacteria adhering to surfaces in biofilms. Biocorrosion is a major problem in areas such as cooling systems and marine structures where biofilms can develop. This book summarises key recent research in this subject. Part one looks at theories of biocorrosion and measurement techniques. Part two discusses how bacteria and biofilms result in ... Read more

    $238.49 USD

  • Autonomous Intelligent Vehicles

    Theory, Algorithms, and Implementation

    by Hong Cheng ...
    Series series Computer Science (R0)
    This important text/reference presents state-of-the-art research on intelligent vehicles, covering not only topics of object/obstacle detection and recognition, but also aspects of vehicle motion control. With an emphasis on both high-level concepts, and practical detail, the text links theory, algorithms, and issues of hardware and software implementation in intelligent vehicle research. Topics ... Read more

    $116.09 USD