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Optimization for Machine Learning

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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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出版日:2009/02/28 作者:Roberto Battiti; Mauro Brunato; Franco Mascia  出版社:Springer Verlag  裝訂:精裝
Reactive Search integrates sub-symbolic machine learning techniques into search heuristics for solving complex optimization problems. By automatically adjusting the working parameters, a reactive sea
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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
Linear and Integer Programming Made Easy
90 折
出版日:2016/05/13 作者:T. C. Hu; Andrew B. Kahng  出版社:Springer Verlag  裝訂:精裝
This textbook provides concise coverage of the basics of linear and integer programming which, with megatrends toward optimization, machine learning, big data, etc., are becoming fundamental toolkits
優惠價: 9 2835
無庫存
出版日:2015/11/30 作者:David H. Owens  出版社:Springer Verlag  裝訂:精裝
This book develops a coherent theoretical approach to algorithm design for iterative learning control based on the use of optimization concepts. Concentrating initially on linear, discrete-time system
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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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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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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:外文好書 優惠價: 75 3408
庫存:1
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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Derivative-free and Blackbox Optimization
90 折
出版日:2017/12/13 作者:Charles Audet; Warren Hare  出版社:Springer Verlag  裝訂:精裝
This book is designed as a textbook, suitable for self-learning or for teaching an upper-year university course on derivative-free and blackbox optimization. The book is split into 5 parts and is desi
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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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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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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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Simulationbased Optimization
90 折
出版日:2014/09/01 作者:Gosavi  出版社:Springer Verlag  裝訂:精裝
Parametric Optimization Techniques and Reinforcement Learning.
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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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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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Military and Veteran Mental Health ― A Comprehensive Textbook
70 折
出版日:2018/01/25 作者:Laura Weiss Roberts (EDT); Christopher H. Warner (EDT)  出版社:Springer Verlag  裝訂:精裝
This authoritative and comprehensive title is designed to enhance best clinical practices for all healthcare providers who care for military service personnel and veterans. The book is organized into
優惠:外文優惠70 優惠價: 7 5004
庫存:1
You Must Be Very Intelligent ― The Phd Delusion
70 折
出版日:2017/07/10 作者:Karin Bodewits  出版社:Springer Verlag  裝訂:平裝
You Must be Very Intelligent is the author’s account of studying for a PhD in a modern, successful university. Part-memoir and part-exposé, this book is highly entertaining and unusually revealing about the dubious morality and desperate behaviour which underpins competition in twenty-first century academia.This witty, warts-and-all account of Bodewits´ years as a PhD student in the august University of Edinburgh is full of success and failure, passion and pathos, insight, farce and warm-hearted disillusionment. She describes a world of collaboration and backstabbing; nefarious financing and wasted genius; cosmopolitan dreamers and discoveries that might just change the world… Is this a smart people’s world or a drip can of weird species? Modern academia is certainly darker and stranger than one might suspect…This book will put a wry, knowing smile on the faces of former researchers. And it is a cautionary parable for innocents who still believe that lofty academia is erected upon mora
優惠:外文優惠70 優惠價: 7 1385
庫存:1
Mimicry and Meaning ― Structure and Semiotics of Biological Mimicry
75 折
出版日:2017/01/18 作者:Timo Maran  出版社:Springer Verlag  裝訂:精裝
The present book analyses critically the tripartite mimicry model (consisting of the mimic, model and receiver species) and develops semiotic tools for comparative analysis. It is proposed that mimicr
優惠:外文好書 優惠價: 75 5400
庫存:1
Two-dimensional Transition-metal Dichalcogenides
75 折
出版日:2016/08/04 作者:Alexander V. Kolobov; Junji Tominaga  出版社:Springer Verlag  裝訂:精裝
This book summarizes the current status of theoretical and experimental progress in 2 dimensional graphene-like monolayers and few-layers of transition metal dichalcogenides (TMDCs). Semiconducting monolayer TMDCs, due to the presence of a direct gap, significantly extend the potential of low-dimensional nanomaterials for applications in nanoelectronics and nano-optoelectronics as well as flexible nano-electronics with unprecedented possibilities to control the gap by external stimuli. Strong quantum confinement results in extremely high exciton binding energies which forms an interesting platform for both fundamental studies and device applications. Breaking of spatial inversion symmetry in monolayers results in strong spin-valley coupling potentially leading to their use in valleytronics.Starting with the basic chemistry of transition metals, the reader is introduced to the rich field of transition metal dichalcogenides. After a chapter on three dimensional crystals and a descri
優惠:外文好書 優惠價: 75 11137
庫存:1
Pro Spring Boot
70 折
出版日:2016/06/20 作者:Felipe Gutierrez  出版社:Springer Verlag  裝訂:平裝
Pro Spring Boot is your authoritative hands-on practical guide for increasing your Spring Framework-based enterprise Java and cloud application productivity while decreasing development time using the
優惠:匯讀中外曬書展 優惠價: 7 1382
庫存:1
Linear Algebra and Linear Models
90 折
出版日:2012/01/28 作者:R. B. Bapat  出版社:Springer Verlag  裝訂:平裝
Linear Algebra and Linear Models comprises a concise and rigorous introduction to linear algebra required for statistics followed by the basic aspects of the theory of linear estimation and hypothesis
優惠價: 9 2475
庫存:1
Probability Essentials
75 折
出版日:2002/12/01 作者:Jean Jacod; Philip E. Protter  出版社:Springer Verlag  裝訂:平裝
This introduction can be used, at the beginning graduate level, for a one-semester course on probability theory or for self-direction without benefit of a formal course; the measure theory needed is d
優惠:外文好書 優惠價: 75 2062
庫存:1
Lectures on Symplectic Geometry
70 折
出版日:2001/06/01 作者:Ana Cannas Da Silva; Ana Cannas Da Silva  出版社:Springer Verlag  裝訂:平裝
The goal of these notes is to provide a fast introduction to symplectic geometry for graduate students with some knowledge of differential geometry, de Rham theory and classical Lie groups.This text a
優惠:外文優惠70 優惠價: 7 2116
庫存:1
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 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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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 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:2015/03/17 作者:Anthony Mihirana De Silva; Philip H. W. Leong  出版社:Springer Verlag  裝訂:平裝
This book proposes a novel approach for time-series prediction using machine learning techniques with automatic feature generation. Application of machine learning techniques to predict time-series co
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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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Controller Tuning With Evolutionary Multiobjective Optimization ― A Holistic Multiobjective Optimization Design Procedure
90 折
出版日:2016/11/15 作者:Gilberto Reynoso Meza; Xavier Blasco Ferragud; Javier Sanchis Saez; Dur? Juan Manuel Herrero  出版社:Springer Verlag  裝訂:精裝
This book is devoted to Multiobjective Optimization Design (MOOD) procedures for controller tuning applications, by means of Evolutionary Multiobjective Optimization (EMO). It presents developments in
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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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Colliding Bodies Optimization ― Extensions and Applications
90 折
出版日:2015/06/25 作者:A. Kaveh; V. R. Mahdavi  出版社:Springer Verlag  裝訂:精裝
This book presents and applies a novel efficient meta-heuristic optimization algorithm called Colliding Bodies Optimization (CBO) for various optimization problems. The first part of the book introduc
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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 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
出版日:2014/11/14 作者:Michael C. Fu (EDT)  出版社:Springer Verlag  裝訂:精裝
The Handbook of Simulation Optimization presents an overview of the state of the art of simulation optimization, providing a survey of the most well-established approaches for optimizing stochastic si
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