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Optimization for Machine Learning

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出版日:2025/09/17 作者:Charu Aggarwal  出版社:Springer Nature  裝訂:精裝
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出版日:2021/06/13 作者:Zhouchen Lin  出版社:Springer Nature  裝訂:平裝
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Linear Algebra and Optimization for Machine Learning: A Textbook
滿額折
出版日:2021/05/27 作者:Charu C. Aggarwal  出版社:Springer Nature  裝訂:平裝
優惠價: 1 2899
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The Resilience of Cultural Landscapes: Perspectives from UNESCO World Heritage Sites
90 折
出版日:2024/05/03 作者:Fabrizio Aimar  出版社:Springer Nature  裝訂:精裝
This book explores the possibility of building the resilience of the UNESCO cultural landscapes, both using theoretical conceptions and practical strategies and actions. Two case studies have been selected, one in Italy and one in China, which have then been explored for the first time in such a comparative way. Different notions of landscape, as well as the driving force of changes affecting these landscapes, are examined and compared.Moreover, the perceptions of the local communities regarding these landscapes are examined, using online questionnaires with over 400 participants. This research highlights the need for an integrated management system, building stronger rural communities able to manage change and continuity. Five pillars to build the resilience of these landscapes have been provided, with schemes and figures, requiring a people-centered approach in their management.This book demonstrates strong connections between identity and landscape resilience, especially in inlandar
優惠價: 9 6299
庫存:1
The Modern Business Data Analyst: A Case Study Introduction Into Business Data Analytics with Crisp-DM and R
滿額折
出版日:2024/06/17 作者:Dominik Jung  出版社:Springer Nature  裝訂:平裝
This book illustrates and explains the key concepts of business data analytics from scratch, tackling the day-to-day challenges of a business data analyst. It provides you with all the professional tools you need to predict online shop sales, to conduct A/B tests on marketing campaigns, to generate automated reports with PowerPoint, to extract datasets from Wikipedia, and to create interactive analytics Web apps. Alongside these practical projects, this book provides hands-on coding exercises, case studies, the essential programming tools and the CRISP-DM framework which you'll need to kickstart your career in business data analytics.The different chapters prioritize practical understanding over mathematical theory, using realistic business data and challenges of the Junglivet Whisky Company to intuitively grasp key concepts and ideas. Designed for beginners and intermediates, this book guides you from business data analytics fundamentals to advanced techniques, covering a large number
優惠價: 1 3479
庫存:1
Economic and Financial Modelling With Eviews ― A Guide for Students and Professionals
75 折
出版日:2018/11/01 作者:Abdulkader Aljandali; Motasam Tatahi  出版社:Springer Nature  裝訂:精裝
This practical guide in Eviews is aimed at practitioners and students in business, economics, econometrics, and finance. It uses a step-by-step approach to equip readers with a toolkit that enables them to make the most of this widely used econometric analysis software. Statistical and econometrics concepts are explained visually with examples, problems, and solutions.Developed by economists, the Eviews statistical software package is used most commonly for time-series oriented econometric analysis. It allows users to quickly develop statistical relations from data and then use those relations to forecast future values of the data. The package provides convenient ways to enter or upload data series, create new series from existing ones, display and print series, carry out statistical analyses of relationships among series, and manipulate results and output. This highly hands-on resource includes more than 200 illustrative graphs and tables and tutorials throughout. Abdulkader Alja
優惠:外文好書 優惠價: 75 5219
庫存:1
Large-scale and Distributed Optimization
90 折
出版日:2018/11/12 作者:Pontus Giselsson (EDT); Anders Rantzer (EDT)  出版社:Springer Nature  裝訂:平裝
This book presents tools and methods for large-scale and distributed optimization. Since many methods in "Big Data" fields rely on solving large-scale optimization problems, often in distributed fashi
優惠價: 9 2573
無庫存
出版日:2019/04/06 作者:Francisco J. Arag鏮; Miguel A. Goberna; Marco A. L鏕ez; Margarita M. L. Rodr璲uez  出版社:Springer Nature  裝訂:精裝
This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Organized into two parts, this book may
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出版日:2018/11/08 作者:Liang Xiao; Weihua Zhuang; Sheng Zhou; Cailian Chen  出版社:Springer Nature  裝訂:精裝
This timely book provides broad coverage of vehicular ad-hoc network (VANET) issues, such as security, and network selection. Machine learning based methods are applied to solve these issues
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Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems
90 折
This book contains thirty-five selected papers presented at the International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial
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出版日:2018/09/18 作者:Lyndon White; Roberto Togneri; Wei Liu; Mohammed Bennamoun  出版社:Springer Nature  裝訂:精裝
This book offers an introduction to modern natural language processing using machine learning, focusing on how neural networks create a machine interpretable representation of the meaning of natural l
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出版日:2018/09/11 作者:Sumit Bhowmik; Jagadish; Kapil Gupta  出版社:Springer Nature  裝訂:平裝
This book covers various multiple-criteria decision making (mcdm) methods for modeling and optimization of advanced manufacturing processes (AMPs). Processes such as non-conventional machining, r
優惠價: 1 3499
無庫存
Introductory Lectures on Convex Optimization
90 折
出版日:2018/11/22 作者:Yurii Nesterov  出版社:Springer Nature  裝訂:精裝
This book provides a comprehensive, modern introduction to convex optimization, a field that is becoming increasingly important in applied mathematics, economics and finance, engineering, and computer
優惠價: 9 3392
無庫存
出版日:2018/11/13 作者:Marcelo Corrales (EDT); Mark Fenwick (EDT); Forg? Nikolaus (EDT)  出版社:Springer Nature  裝訂:精裝
Artificial intelligence and related technologies are changing both the law and the legal profession. In particular, technological advances in fields ranging from machine learning to more advanced robo
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出版日:2018/10/13 作者:Harbir Antil (EDT); Drew Kouri (EDT); Martin Lacasse (EDT); Denis Ridzal (EDT)  出版社:Springer Nature  裝訂:精裝
This volume provides a broad and uniform introduction of PDE-constrained optimization as well as to document a number of interesting and challenging applications. Many science and engineerin
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Multi-agent Optimization ― Cetraro, Italy 2014
90 折
出版日:2018/10/04 作者:Angelia Nedich; Jong-Shi Pang; Gesualdo Scutari; Francisco Facchinei (EDT)  出版社:Springer Nature  裝訂:平裝
This book contains three well-written research tutorials that inform the graduate reader about the forefront of current research in multi-agent optimization. These tutorials cover topics that have not
優惠價: 9 3240
無庫存
出版日:2018/09/26 作者:Xianming Zhang; Benliang Zhu  出版社:Springer Nature  裝訂:精裝
This book covers various topics regarding the design of compliant mechanisms using topology optimization that have attracted a great deal of attention in recent decades. After comprehensively describi
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出版日:2018/12/19 作者:Adam B. Levy  出版社:Springer Nature  裝訂:平裝
Numerical minimization of an objective function is analyzed in this book to understand solution algorithms for optimization problems. Multiset-mappings are introduced to engineer numerical minimizatio
優惠價: 1 3499
無庫存
出版日:2018/12/10 作者:Egon Balas  出版社:Springer Nature  裝訂:精裝
Disjunctive Programming is a technique and a discipline initiated by the author in the early 1970's, which has become a central tool for solving nonconvex optimization problems like pure or mixed inte
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出版日:2018/12/10 作者:Tho Le-Ngoc; Ruikai Mai  出版社:Springer Nature  裝訂:精裝
This book covers the design and optimization of hybrid RF-baseband precoding for massive multiple-input multiple-output (MIMO)-enabled cloud radio access networks (RANs), where use cases such as milli
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Lean and Green Supply Chain Management ― Optimization Models and Algorithms
90 折
出版日:2018/11/23 作者:Turan Paksoy (EDT); Gerhard-Wilhelm Weber (EDT); Sandra Huber (EDT)  出版社:Springer Nature  裝訂:精裝
This book presents the latest developments in optimization and optimal control models; exact, approximate and hybrid methods; and their applications in lean and green supply chains. It examines supply
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Smart Supply Network
90 折
出版日:2018/07/04 作者:Arkadiusz Kawa (EDT); Anna Maryniak (EDT)  出版社:Springer Nature  裝訂:精裝
This book describes approaches, opinions, and concepts for new and emerging solutions and technologies that could be successfully applied in the configuration, optimization and management of supply ne
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出版日:2024/01/11 作者:Apoorva S. Shastri(EDI)  出版社:Springer Nature  裝訂:精裝
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Optimization Algorithms for Distributed Machine Learning
滿額折
出版日:2023/12/10 作者:Gauri Joshi  出版社:Springer Nature  裝訂:平裝
優惠價: 1 2899
無庫存
出版日:2023/02/25 作者:Jiawei Jiang  出版社:Springer Nature  裝訂:平裝
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Optimization Algorithms for Large-Scale Machine Learning
滿額折
出版日:2022/11/30 作者:Gauri Joshi  出版社:Springer Nature  裝訂:精裝
優惠價: 1 2899
無庫存
Quantum Computing: An Applied Approach
滿額折
出版日:2021/09/21 作者:Jack D. Hidary  出版社:Springer Nature  裝訂:精裝
This book integrates the foundations of quantum computing with a hands-on coding approach to this emerging field; it is the first to bring these strands together in an updated manner. This work is suitable for both academic coursework and corporate technical training.The second edition includes extensive updates and revisions, both to textual content and to the code. Sections have been added on quantum machine learning, quantum error correction, Dirac notation and more. This new edition benefits from the input of the many faculty, students, corporate engineering teams, and independent readers who have used the first edition.This volume comprises three books under one cover: Part I outlines the necessary foundations of quantum computing and quantum circuits. Part II walks through the canon of quantum computing algorithms and provides code on a range of quantum computing methods in current use. Part III covers the mathematical toolkit required to master quantum computing. Additional reso
優惠價: 1 2660
無庫存
出版日:2021/09/04 作者:Jiawei Jiang  出版社:Springer Nature  裝訂:精裝
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出版日:2020/12/10 作者:Anand J. Kulkarni(EDI)  出版社:Springer Nature  裝訂:平裝
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出版日:2019/04/24 作者:Hilary Hughes (EDT); Jill Franz (EDT); Jill Willis (EDT)  出版社:Springer Nature  裝訂:精裝
This book introduces a new wellbeing dimension to the theory and practice of learning space design for early childhood and school contexts. It highlights vital, yet generally overlooked relationships
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出版日:2019/02/12 作者:Carmel Patterson  出版社:Springer Nature  裝訂:精裝
This book offers a vital new approach to teacher professional learning, drawing on teachers’ stories from the field. It investigates expert teachers’ professional learning and uses a narrative framewo
優惠價: 1 3000
無庫存
出版日:2019/01/29 作者:F. Richard Yu; Ying He  出版社:Springer Nature  裝訂:平裝
This Springerbrief presents a deep reinforcement learning approach to wireless systems to improve system performance. Particularly, deep reinforcement learning approach is used in cache-enabled o
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出版日:2019/01/08 作者:Aram Arutyunov; Dmitry Karamzin; Fernando Lobo Pereira  出版社:Springer Nature  裝訂:精裝
Optimal Impulsive Control explores the class of impulsive dynamic optimization problems—problems that stem from the fact that many conventional optimal control problems do not have a solution in the c
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The Ascent of Gim, the Global Intelligent Machine ― A History of Production and Information Machines
90 折
出版日:2018/12/01 作者:Teun Koetsier  出版社:Springer Nature  裝訂:精裝
In the concluding chapters of this book the author introduces GIM, the Global Intelligent Machine. GIM is a huge global hybrid machine, a combination of production machinery, information machinery and mechanized networks. In the future it may very well encompass all machinery on the globe.The author discusses the development of machines from the Stone Age until the present and pays particular attention to the rise of the science of machines and the development of the relationship between science and technology. The first production and information tools were invented in the Stone Age. In the Agricultural empires tools and machinery became more complex. During and after the Industrial Revolution the pace of innovation accelerated. In the 20th century the mechanization of production, information processing and networks became increasingly sophisticated. GIM is the culmination of this development.GIM is no science fiction. GIM exists and is growing and getting smarte
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The Role of Laboratory Work in Improving Physics Teaching and Learning
90 折
出版日:2018/11/13 作者:Dagmara Sokolowska (EDT); Marisa Michelini (EDT)  出版社:Springer Nature  裝訂:精裝
This book explores in detail the role of laboratory work in physics teaching and learning. Compelling recent research work is presented on the value of experimentation in the learning process, with de
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Memory Mosaics ― Researching Teacher Professional Learning Through Artful Memory-work
90 折
出版日:2018/11/08 作者:Kathleen Pithouse-morgan (EDT); Daisy Pillay (EDT); Claudia Mitchell (EDT)  出版社:Springer Nature  裝訂:精裝
This book communicates new voices, insights, and possibilities for working with the arts and memory in researching teacher professional learning. The book reveals how, through the arts, teacher-resear
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Research on E-learning and Ict in Education ― Technological, Pedagogical and Instructional Perspectives
90 折
出版日:2018/10/23 作者:Anastasios Mikropoulos (EDT)  出版社:Springer Nature  裝訂:精裝
This book is an essential text for researchers and academics seeking the most comprehensive and up-to-date coverage of all aspects of e-learning and ICT in education, providing expanded peer-reviewed
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Learning Factories ― Concepts, Guidelines, Best-practice Examples
90 折
出版日:2018/10/20 作者:Eberhard Abele; Joachim Metternich; Michael Tisch  出版社:Springer Nature  裝訂:精裝
This book presents the state of the art of learning factories. It outlines the motivations, historic background, and the didactic foundations of learning factories. Definitions of the term learning fa
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出版日:2018/09/22 作者:Kusum Deep (EDT); Madhu Jain (EDT); Said Salhi (EDT)  出版社:Springer Nature  裝訂:精裝
This book provides essential insights into a range of newly developed numerical optimization techniques with a view to solving real-world problems. Many of these problems can be modeled as nonlinear o
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