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Machine learning algorithms

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出版日:2015/10/21 作者:Shan Suthaharan  出版社:Springer Verlag  裝訂:精裝
This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tree (a hierarchical approach), random for
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作者:Guang-bin Huang  出版社:Springer Verlag  裝訂:精裝
This book introduces the newly developed Extreme Learning Machine (ELM) including its theories and learning algorithms. ELM is a unified framework of broad type of generalized single-hidden layer feed
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Machine Learning Paradigms ― Applications in Recommender Systems
90 折
出版日:2015/06/25 作者:Aristomenis S. Lampropoulos; George A. Tsihrintzis  出版社:Springer Verlag  裝訂:精裝
This timely book presents Applications in Recommender Systems which are making recommendations using machine learning algorithms trained via examples of content the user likes or dislikes. Recommender
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出版日:2004/03/01 作者:Tim Kovacs  出版社:Springer Verlag  裝訂:精裝
A detailed examination of learning classifier systems (LCS), a form of machine learning system, which incorporates both Evolutionary Algorithms and Reinforcement Learning Algorithms.
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出版日:2015/06/29 作者:Mathias Brandewinder  出版社:Springer Verlag  裝訂:平裝
Machine Learning Projects for .NET Developers shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that can be applied to a wide range of real-
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Stochastic Process Variation in Deep-Submicron CMOs ─ Circuits and Algorithms
75 折
出版日:2013/11/28 作者:Amir Zjajo  出版社:Springer Verlag  裝訂:精裝
One of the most notable features of nanometer scale CMOS technology is the increasing magnitude of variability of the key device parameters affecting performance of integrated circuits. The growth of variability can be attributed to multiple factors, including the difficulty of manufacturing control, the emergence of new systematic variation-generating mechanisms, and most importantly, the increase in atomic-scale randomness, where device operation must be described as a stochastic process. In addition to wide-sense stationary stochastic device variability and temperature variation, existence of non-stationary stochastic electrical noise associated with fundamental processes in integrated-circuit devices represents an elementary limit on the performance of electronic circuits.In an attempt to address these issues, Stochastic Process Variation in Deep-Submicron CMOS: Circuits and Algorithms offers unique combination of mathematical treatment of random process variation, electrical noise
優惠價: 75 4500
庫存:1
Anaphora Resolution ― Algorithms, Resources, and Applications
90 折
出版日:2016/08/15 作者:Massimo Poesio (EDT); Roland Stuckardt (EDT); Yannick Versley (EDT)  出版社:Springer Verlag  裝訂:精裝
This book lays out a path leading from the linguistic and cognitive basics, to classical rule-based and machine learning algorithms, to today’s state-of-the-art approaches, which use advanced empirica
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出版日:2015/04/13 作者:Rahul Khanna; Mariette Awad  出版社:Springer Verlag  裝訂:平裝
Efficient Learning Machines explores all the major topics of machine learning, including big data, knowledge discovery, classifications, genetic algorithms, neural networking, kernel methods, and gami
優惠價: 1 2000
無庫存
Autonomous Robotics and Deep Learning
90 折
出版日:2014/04/30 作者:Vishnu Nath; Stephen E. Levinson  出版社:Springer Verlag  裝訂:平裝
This Springer Brief examines the combination of computer vision techniques and machine learning algorithms necessary for humanoid robots to develop “true consciousness.” It illustrates the critical fi
優惠價: 9 2835
無庫存
Unsupervised Learning Algorithms
90 折
出版日:2016/05/09 作者:M. Emre Celebi (EDT); Kemal Aydin (EDT)  出版社:Springer Verlag  裝訂:精裝
This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, whi
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出版日:2015/03/16 作者:Deyi Xiong; Min Zhang  出版社:Springer Verlag  裝訂:精裝
This book provides a wide variety of algorithms and models to integrate linguistic knowledge into Statistical Machine Translation (SMT). It helps advance conventional SMT to linguistically motivated S
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Kernel Learning Algorithms for Face Recognition
90 折
出版日:2013/09/19 作者:Jun-bao Li  出版社:Springer Verlag  裝訂:精裝
Kernel Learning Algorithms for Face Recognition covers the framework of kernel based face recognition. This book discusses the advanced kernel learning algorithms and its application on face recogniti
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Dictionary Learning Algorithms and Applications
90 折
出版日:2018/04/25 作者:Bogdan Dumitrescu; Paul Irofti  出版社:Springer Verlag  裝訂:精裝
This book covers all the relevant dictionary learning algorithms, presenting them in full detail and showing their distinct characteristics while also revealing the similarities. It gives implementati
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Machine-learning Techniques in Economics ― New Tools for Predicting Economic Growth
90 折
出版日:2018/01/08 作者:Atin Basuchoudhary; James T. Bang; Tinni Sen  出版社:Springer Verlag  裝訂:平裝
This book develops a machine-learning framework for predicting economic growth. It can also be considered as a primer for using machine learning (also known as data mining or data analytics) to answer
優惠價: 9 3038
無庫存
Human Re-Identification (2016) (Multimedia Systems and Applications)
90 折
出版日:2016/10/03 作者:Ziyan Wu  出版社:Springer Verlag  裝訂:精裝
This book covers aspects of human re-identification problems related to computer vision and machine learning. Working from a practical perspective, it introduces novel algorithms and designs for human
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Teaching and Learning of Knot Theory in School Mathematics
75 折
出版日:2012/06/27 作者:Akio Kawauchi (EDT); Tomoko Yanagimoto (EDT)  出版社:Springer Verlag  裝訂:精裝
?This book is the result of a joint venture between Professor Akio Kawauchi, Osaka City University, well-known for his research in knot theory, and the Osaka study group of mathematics education, foun
優惠價: 75 3408
庫存:1
Machine Learning, Optimization, and Data Science
90 折
出版日:2019/02/14 作者:Giuseppe Nicosia; Panos Pardalos ; Giovanni Giuffrida ; Renato Umeton; Vincenzo Sciacca  出版社:Springer Verlag  裝訂:平裝
This book constitutes the post-conference proceedings of the 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018, held in Volterra, Italy, in September 2018.The
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Machine Learning Techniques for Online Social Networks
90 折
出版日:2018/05/31 作者:Tansel 畤yer (EDT); Reda Alhajj (EDT)  出版社:Springer Verlag  裝訂:精裝
The book covers tools in the study of online social networks such as machine learning techniques, clustering, and deep learning. A variety of theoretical aspects, application domains, and case studies
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Machine Learning for Model Order Reduction
90 折
出版日:2018/03/09 作者:Khaled Salah Mohamed  出版社:Springer Verlag  裝訂:精裝
This Book discusses machine learning for model order reduction, which can be used in modern VLSI design to predict the behavior of an electronic circuit, via mathematical models that predict behavior.
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Learning Motor Skills ― From Algorithms to Robot Experiments
90 折
出版日:2016/09/16 作者:Jens Kober; Jan Peters  出版社:Springer Verlag  裝訂:平裝
This book presents the state of the art in reinforcement learning applied to robotics both in terms of novel algorithms and applications. It discusses recent approaches that allow robots to learn moto
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Machine Learning for Cyber Physical Systems ― Selected Papers from the International Conference Ml4cps 2015
90 折
出版日:2016/02/20 作者:Oliver Niggemann (EDT); J?柞en Beyerer (EDT)  出版社:Springer Verlag  裝訂:平裝
The work presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papersfrom the international Conference ML4CPS – Machine Learn
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An Introduction to Machine Learning
90 折
出版日:2015/07/24 作者:Miroslav Kubat  出版社:Springer Verlag  裝訂:精裝
This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of inter
優惠價: 9 2430
無庫存
Machine Learning in Medicine
90 折
出版日:2013/12/11 作者:Ton J. Cleophas; Aeilko H. Zwinderman  出版社:Springer Verlag  裝訂:精裝
Offering sequenced guidance for non-specialists on how to reap the benefits of machine learning in medicine and healthcare, this text harnesses the power of cutting-edge computing to maximize the acce
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Learning Motor Skills ― From Algorithms to Robot Experiments
90 折
出版日:2013/12/09 作者:Jens Kober; Jan Peters  出版社:Springer Verlag  裝訂:精裝
This book presents the state of the art in reinforcement learning applied to robotics both in terms of novel algorithms and applications. It discusses recent approaches that allow robots to learn moto
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Machine Learning in Medicine
90 折
出版日:2013/06/12 作者:Ton J. Cleophas; Aeilko H. Zwinderman  出版社:Springer Verlag  裝訂:精裝
Machine learning is concerned with the analysis of large data and multiple variables. However, it is also often more sensitive than traditional statistical methods to analyze small data. The first vol
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出版日:2013/01/31 作者:Ton J. Cleophas; Aeilko H. Zwinderman  出版社:Springer Verlag  裝訂:精裝
Machine learning is a novel discipline concerned with the analysis of large and multiple variables data. It involves computationally intensive methods, like factor analysis, cluster analysis, and disc
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出版日:2012/11/30 作者:Bruno Apolloni (EDT); Ashish Ghosh (EDT); Ferda Alpaslan (EDT); Srikanta Patnaik (EDT)  出版社:Springer Verlag  裝訂:平裝
This book presents some of the most recent research results in the area of machine learning and robot perception. The chapters represent new ways of solving real-world problems. The book covers topics
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Stochastic Recursive Algorithms for Optimization—Simultaneous Perturbation Methods
90 折
出版日:2012/08/12 作者:S. Bhatnagar; H. L. Prasad; L.a. Prashanth  出版社:Springer Verlag  裝訂:平裝
Stochastic Recursive Algorithms for Optimization presents algorithms for constrained and unconstrained optimization and for reinforcement learning. Efficient perturbation approaches form a thread unif
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Machine Learning Control ?Taming Nonlinear Dynamics and Turbulence ─ Taming Nonlinear Dynamics and Turbulence
90 折
出版日:2016/11/15 作者:Thomas Duriez; Steven L. Brunton; Bernd R. Noack  出版社:Springer Verlag  裝訂:精裝
This is the first textbook on a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book employs powerful methods of machine learning for opti
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Python for Probability, Statistics, and Machine Learning
90 折
出版日:2016/03/29 作者:Jose Unpingco  出版社:Springer Verlag  裝訂:精裝
This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. The entire text, including all the figures and n
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Machine Learning Techniques for Gait Biometric Recognition ― Using the Ground Reaction Force
90 折
出版日:2016/02/12 作者:James Eric Mason; Issa Traore; Isaac Woungang  出版社:Springer Verlag  裝訂:精裝
This book focuses on how machine learning techniques can be used to analyze and make use of one particular category of behavioral biometrics known as the gait biometric. A comprehensive Ground Reactio
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Machine Learning in Radiation Oncology ─ Theory and Applications
90 折
出版日:2015/06/30 作者:Issam El Naqa (EDT); Ruijiang Li (EDT); Martin J. Murphy (EDT)  出版社:Springer Verlag  裝訂:精裝
?This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and
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Learning With Partially Labeled and Interdependent Data
90 折
出版日:2015/05/21 作者:Massih-Reza Amini; Nicolas Usunier  出版社:Springer Verlag  裝訂:精裝
This book develops two key machine learning principles: the semi-supervised paradigm and learning with interdependent data. It reveals new applications, primarily web related, that transgress the clas
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Machine Learning in Medicine ― A Complete Overview
90 折
出版日:2015/04/14 作者:Ton J. Cleophas; Aeilko H. Zwinderman  出版社:Springer Verlag  裝訂:精裝
The current book is the first publication of a complete overview of machine learning methodologies for the medical and health sector. It was written as a training companion and as a must-read, not onl
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Machine Learning and Cybernetics ― 13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings
90 折
出版日:2014/12/17 作者:Xizhao Wang (EDT); Witold Pedrycz (EDT); Patrick Chan (EDT); Qiang He (EDT)  出版社:Springer Verlag  裝訂:平裝
This book constitutes the refereed proceedings of the 13th International Conference on Machine Learning and Cybernetics, Lanzhou, China, in July 2014. The 45 revised full papers presented were careful
優惠價: 9 3330
無庫存
Guide to Programming and Algorithms Using R
90 折
出版日:2013/08/05 作者:+zgnr Ergnl  出版社:Springer Verlag  裝訂:精裝
This easy-to-follow book provides a student-friendly introduction to programming and algorithms, using an active learning style in which deeper understanding is gained from evaluating, questioning and
優惠價: 9 2475
無庫存
出版日:2012/08/15 作者:Peter A. Flach (EDT); Tijl De Bie (EDT); Nello Cristianini (EDT)  出版社:Springer Verlag  裝訂:平裝
This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, U
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出版日:2011/06/27 作者:Gabriel Luque; Enrique Alba  出版社:Springer Verlag  裝訂:精裝
This book is the result of several years of research trying to better characterize parallel genetic algorithms (pGAs) as a powerful tool for optimization, search, and learning. Readers can learn how t
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Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives
90 折
出版日:2010/04/25 作者:Jose C. Principe  出版社:Springer Verlag  裝訂:精裝
This book presents the first cohesive treatment of Information Theoretic Learning (ITL) algorithms to adapt linear or nonlinear learning machines both in supervised or unsupervised paradigms. ITL is a
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出版日:2010/01/03 作者:Sio-Iong Ao (EDT); Burghard B. Rieger (EDT); Mahyar Amouzegar (EDT)  出版社:Springer Verlag  裝訂:精裝
A large international conference on Advances in Machine Learning and Data Analysis was held in UC Berkeley, California, USA, October 22-24, 2008, under the auspices of the World Congress on Engineerin
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