Java Virtual Machine

Providing a detailed and pedagogical account of the rapidly-growing field of computational statistical physics, this book covers both the theoretical foundations of equilibrium and non-equilibrium statistical physics, and also modern, computational applications such as percolation, random walks, magnetic systems, machine learning dynamics, and spreading processes on complex networks. A detailed discussion of molecular dynamics simulations is also included, a topic of great importance in biophysics and physical chemistry. The accessible and self-contained approach adopted by the authors makes this book suitable for teaching courses at graduate level, and numerous worked examples and end of chapter problems allow students to test their progress and understanding.

This Element provides a basic introduction to sentiment analysis, aimed at helping students and professionals in corpus linguistics to understand what sentiment analysis is, how it is conducted, and where it can be applied. It begins with a definition of sentiment analysis and a discussion of the domains where sentiment analysis is conducted and used the most. Then, it introduces two main methods that are commonly used in sentiment analysis known as supervised machine-learning and unsupervised learning (or lexicon-based) methods, followed by a step-by-step explanation of how to perform sentiment analysis with R. The Element then provides two detailed examples or cases of sentiment and emotion analysis, with one using an unsupervised method and the other using a supervised learning method.

A guided tour of the rapidly evolving networked world of connected devices, objects, and people that is changing the way we live and work.Since the publication of the original edition of this volume in the MIT Press Essential Knowledge series, the Internet of Things (IoT) has evolved from a novelty (look! my phone connects to my lamp!) to a mainstream technology framework that we rely on every day to accomplish many tasks. This revised and updated edition reports on the latest developments in this rapidly evolving networked world of connected devices, objects, and people that is changing the way we live and work. Business and technology writer Samuel Greengard takes us on a guided tour of the IoT, describing smart lightbulbs, sensors in phones that trigger earthquake warnings, 3D headsets that connect users to business expos through completely immersive virtual reality environments, and more. He offers a clear explanation of the technology that builds and manages the IoT and examines t

In the last few years, Algorithms for Convex Optimization have revolutionized algorithm design, both for discrete and continuous optimization problems. For problems like maximum flow, maximum matching, and submodular function minimization, the fastest algorithms involve essential methods such as gradient descent, mirror descent, interior point methods, and ellipsoid methods. The goal of this self-contained book is to enable researchers and professionals in computer science, data science, and machine learning to gain an in-depth understanding of these algorithms. The text emphasizes how to derive key algorithms for convex optimization from first principles and how to establish precise running time bounds. This modern text explains the success of these algorithms in problems of discrete optimization, as well as how these methods have significantly pushed the state of the art of convex optimization itself.

In the last few years, Algorithms for Convex Optimization have revolutionized algorithm design, both for discrete and continuous optimization problems. For problems like maximum flow, maximum matching, and submodular function minimization, the fastest algorithms involve essential methods such as gradient descent, mirror descent, interior point methods, and ellipsoid methods. The goal of this self-contained book is to enable researchers and professionals in computer science, data science, and machine learning to gain an in-depth understanding of these algorithms. The text emphasizes how to derive key algorithms for convex optimization from first principles and how to establish precise running time bounds. This modern text explains the success of these algorithms in problems of discrete optimization, as well as how these methods have significantly pushed the state of the art of convex optimization itself.

Essential approaches to clinical practice for today’s out-of-office world.Future psychotherapy is not confined to the office: it can be online, virtual, wellness-oriented, flexible, racially conscious, and in service of public wellness. COVID-19 has forever changed the landscape of psychotherapy in these ways, and in ways we have yet to discover.Practicing psychologist Chanté D. DeLoach invites readers to reflect on the state of psychotherapy and emerging potentialities forged through crisis. She presents key concepts of telemental health, concierge therapy, and other out-of-office approaches to psychological well-being.DeLoach provides step-by-step guidance on getting started in telemental health, and points to clinical, ethical, and legal considerations for clinicians working in a digital space and other nontraditional formations. Topics covered include: how to screen clients for the appropriateness of teletherapy; the required equipment and infrastructure, demystifying the different

本書第I部分主要介紹使用Kotlin編寫腳本。第II部分是關於面向對象的編程。在第III部分中，你將學習如何使用該語言的函數風格的功能。第IV部分將把目前為止所學的知識結合起來，使你的代碼更加流暢，並教會你如何創建內部領域特定語言(DSL)。在第V部分中，你將瞭解新的協程和異步編程。第VI部分涉及Java的互操作、測試、使用帶有Spring的Kotlin，以及使用Kotlin編寫Android應用

Spring是一個開源的輕量級Java開發框架，主要用於解決企業應用開發的複雜性，簡化應用程序的開發。本書以“菜譜”的方式，介紹了Spring開發期間會遇到的各種需求、問題以及相應的解決方案。本書分為17章，主要內容有Spring開發工具的簡單介紹；Spring是什麼、如何配置、如何使用；如何使用Spring Web MVC框架進行基於Web的開發；Spring對Restful Web Service的支持；Spring MVC的異步處理；使用Spring Social集成社交網絡；使用Spring Security保護應用；使用Spring Mobile在應用中集成移動設備檢測和使用功能；如何使用Spring訪問數據；Spring事務管理；使用Spring Batch框架對大型機領域的解決方案進行建模；Spring與NoSQL和Hadoop的混合使用；Spring Java企業服務與遠程技術；Spring消息機制；使用Spring Integration框架集成不同的服務與數據；Spring Framework的單元測試；Grails框架的簡單介紹。《Spring 5攻略》適合對Java開發和企業應用集成有一定瞭解，希望在實際開發中掌握一種全面、快速、可伸縮、可移植的工具平臺的開發人員閱讀。

Algorithms influence every facet of modern life: criminal justice, education, housing, entertainment, elections, social media, news feeds, work… the list goes on. Delegating important decisions to machines, however, gives rise to deep moral concerns about responsibility, transparency, freedom, fairness, and democracy. Algorithms and Autonomy connects these concerns to the core human value of autonomy in the contexts of algorithmic teacher evaluation, risk assessment in criminal sentencing, predictive policing, background checks, news feeds, ride-sharing platforms, social media, and election interference. Using these case studies, the authors provide a better understanding of machine fairness and algorithmic transparency. They explain why interventions in algorithmic systems are necessary to ensure that algorithms are not used to control citizens' participation in politics and undercut democracy. This title is also available as Open Access on Cambridge Core.

Algorithms influence every facet of modern life: criminal justice, education, housing, entertainment, elections, social media, news feeds, work… the list goes on. Delegating important decisions to machines, however, gives rise to deep moral concerns about responsibility, transparency, freedom, fairness, and democracy. Algorithms and Autonomy connects these concerns to the core human value of autonomy in the contexts of algorithmic teacher evaluation, risk assessment in criminal sentencing, predictive policing, background checks, news feeds, ride-sharing platforms, social media, and election interference. Using these case studies, the authors provide a better understanding of machine fairness and algorithmic transparency. They explain why interventions in algorithmic systems are necessary to ensure that algorithms are not used to control citizens' participation in politics and undercut democracy. This title is also available as Open Access on Cambridge Core.

In the Internet of Things (IoT) era, online activities are no longer limited to desktop or laptop computers, smartphones and tablets. Instead, these activities now include ordinary tasks, such as using an internet-connected refrigerator or washing machine. At the same time, the IoT provides unlimited opportunities for household objects to serve as surveillance devices that continually monitor, collect and process vast quantities of our data. In this work, Stacy-Ann Elvy critically examines the consumer ramifications of the IoT through the lens of commercial law and privacy and security law. The book provides concrete legal solutions to remedy inadequacies in the law that will help usher in a more robust commercial law of privacy and security that protects consumer interests.

本書以任務為載體，以實施過程為主線，將知識點穿插到任務實施過程中，知識體系的構建循序漸進、由易到難、由淺入深，符合普遍認知規律。本書以Hadoop大數據平臺為重點，主要內容包括預備知識、準備Hadoop環境、搭建Hadoop大數據平臺、使用Java語言編寫MapReduce程序、使用Python語言編寫MapReduce程序、Hadoop系統的常見故障及應對和Hadoop系統運維。

Ten engaging personal histories introduce readers to what it was like to live in and with the most powerful political machine ever created: the Chinese Communist Party. Detailing the life of ten people who led or engaged with the Chinese Communist Party, one each for one of its ten decades of its existence, these essays reflect on the Party's relentless pursuit of power and extraordinary adaptability through the transformative decades since 1921. Demonstrating that the history of the Chinese Communist Party is not one story but many stories, readers learn about paths not taken, the role of chance, ideas and persons silenced, hopes both lost and fulfilled. This vivid mosaic of lives and voices draws together one hundred years of modern Chinese history - and illuminates possible paths for China's future.

Ten engaging personal histories introduce readers to what it was like to live in and with the most powerful political machine ever created: the Chinese Communist Party. Detailing the life of ten people who led or engaged with the Chinese Communist Party, one each for one of its ten decades of its existence, these essays reflect on the Party's relentless pursuit of power and extraordinary adaptability through the transformative decades since 1921. Demonstrating that the history of the Chinese Communist Party is not one story but many stories, readers learn about paths not taken, the role of chance, ideas and persons silenced, hopes both lost and fulfilled. This vivid mosaic of lives and voices draws together one hundred years of modern Chinese history - and illuminates possible paths for China's future.

本書的內容主要分為3部分，共9章。第1部分（第1章與第2章）為Grails框架初探，主要從基本概念出發，介紹 Grails 框架的歷史、特徵以及組成部分，通過項目引導讀者入門，並對Groovy進行了基本介紹。第2部分（第3章到第8章）介紹Grails框架的核心部分，分模塊、分功能、多角度對框架進行系統性講解。第3部分（第9章）為應用實例，以學生信息管理系統為例，從項目創建、數據模型設計、業務邏輯處理、頁面渲染到系統測試與部署，全面介紹 Grails 項目開發流程。本書結合豐富的代碼實例與項目實戰，對 Grails 框架的結構與用法做了深入解析。同時，作為技術指導書，本書提供了實例項目的代碼庫，為開發人員提供良好的學習材料。本書的目標讀者是具有Java語言基礎，並希望學習Java EE的開發人員，以及具有Web框架使用經驗，並希望嘗試新框架來提高開發效率的開發者。

Islam's fourth caliph, Ali, can be considered one of the most revered figures in Islamic history. His nearly universal portrayal in Muslim literature as a pious authority obscures centuries of contestation and the eventual rehabilitation of his character. In this book, Nebil Husayn examines the enduring legacy of the nawasib, early Muslims who disliked Ali and his descendants. The nawasib participated in politics and scholarly discussions on religion at least until the ninth century. However, their virtual disappearance in Muslim societies has led many to ignore their existence and the subtle ways in which their views subsequently affected Islamic historiography and theology. By surveying medieval Muslim literature across multiple genres and traditions including the Sunni, Mu'tazili, and Ibadi, Husayn reconstructs the claims and arguments of the nawasib and illuminates the methods that Sunni scholars employed to gradually rehabilitate the image of Ali from a villainous character to a r

The first book on 6G wireless presents an overall vision for 6G - an era of intelligence-of-everything - with drivers, key capabilities, use cases, KPIs, and the technology innovations that will shape it. These innovations include immersive human-centric communication, sensing, localization, and imaging, connected machine learning and networked AI, Industry 4.0 and beyond with connected intelligence, smart cities and life, and the satellite mega-constellation for 3D full-Earth wireless coverage. Also covered are new air-interface and networking technologies, integrated sensing and communications, and integrated terrestrial and non-terrestrial networks. In addition, novel network architectures to enable network AI, user centric networks, native trustworthiness are discussed. Essential reading for researchers in academia and industry working on B5G wireless communications.

國內外最具代表性案例，9大專題實戰、15個分類實例 Google Colab、Microsoft Azure兩大雲端應用，人臉辨識、自然語言、 文字識別、語音轉換、分析預測、物件自動標示、影像辦識真正實練， 從資料收集整理、模型訓練調整，檢測修正到產出全面解秘！ 資料科學(Data Science)技術崛起後，人工智慧(Artificial Intelligence)、機器學習(Machine L

Few crises in modern history have so completely disrupted every aspect of daily life as has the COVID-19 pandemic. What began as a small medical ripple in Wuhan, China, a city many of us had never heard of, quickly erupted into a tsunami of epic proportions. Every market, industry, vertical, profession, service, and category of product was in some way rocked by its impact. And, for the first time in recorded history, every wheel, cog and gear in the global retail industry ground to a virtual halt. From two-time, international best-selling author and futurist Doug Stephens, Resurrecting Retail is not just a riveting story of the unprecedented crash of an industry during this time of crisis but a roadmap for its rebirth. Meticulously researched in real time from inside the crisis, Resurrecting Retail provides a comprehensive and surprising vision of how COVID-19 will reshape every aspect of consumer life, including the very essence of why we shop.Above all, Resurrecting Retail provides a

In the Internet of Things (IoT) era, online activities are no longer limited to desktop or laptop computers, smartphones and tablets. Instead, these activities now include ordinary tasks, such as using an internet-connected refrigerator or washing machine. At the same time, the IoT provides unlimited opportunities for household objects to serve as surveillance devices that continually monitor, collect and process vast quantities of our data. In this work, Stacy-Ann Elvy critically examines the consumer ramifications of the IoT through the lens of commercial law and privacy and security law. The book provides concrete legal solutions to remedy inadequacies in the law that will help usher in a more robust commercial law of privacy and security that protects consumer interests.

About The Aircraft BookTake an action-packed flight through the history of aircraft and the intrepid pioneers who made a dream become reality.Uncover the engineering behind more than 800 aircraft models, from military jets to commercial planes. This visual history book captures the fascinating story of aeroplanes and aviation, and how this groundbreaking discovery has influenced the 21st Century.Inside the pages of this aircraft book, you'll discover:- The history of military and commercial aircraft from all over the world, decade by decade, to the present day in stunning visual detail- Comprehensive catalogues highlighting the most important aircraft of each period along with their specifications and unique features- Showcases particularly celebrated aircraft - such as the Supermarine Spitfire and Concorde - in beautifully photographed "virtual tour" features- Tells the stories of the engineers and manufacturers that created marques like Boeing and AirbusModern flight has opened the w

全書共10章。首先講解了求職者在面試過程中的禮儀和技巧；接著帶領讀者學習數據類型、面向對象、字符串和數組、算法等基礎知識, 並深入講解了泛型、集合、框架以及異常處理等核心編程技術; 同時還深入探討了在Java開發中的線程、Servlet和JavaScript基礎等高級應用技術; 最後, 對數據庫中的核心技術進行了擴展性介紹。

本書詳細介紹了實際運維工作中虛擬化工程師應該熟練掌握的虛擬化技術。全書共7章，分別是虛擬化技術概述、虛擬化工程師應知必會的六件事、部署IT基礎架構服務器、實現服務器虛擬化―基於VMware vSphere、實現桌面/應用虛擬化―基於Citrix Virtual Apps and Desktops、虛擬化備份―基於Veeam Backup & Replication，實現對虛擬化環境的靈活監

本書通過大量示例由淺入深、循序漸進地闡述了Android開發的基礎知識，同時介紹如何使用Android來解決科學計算問題和進行移動應用開發，還介紹了很多利用Android的應用技術。本書共10章，主要內容包括：Android應用開發概述，Android開發組件，Android開發的Java基礎知識，Android佈局管理器，Android基本控件，菜單和對話框，數據庫與存儲技術，Android線程

Dealing with all aspects of Monte Carlo simulation of complex physical systems encountered in condensed matter physics and statistical mechanics, this book provides an introduction to computer simulations in physics. The 5th edition contains extensive new material describing numerous powerful algorithms and methods that represent recent developments in the field. New topics such as active matter and machine learning are also introduced. Throughout, there are many applications, examples, recipes, case studies, and exercises to help the reader fully comprehend the material. This book is ideal for graduate students and researchers, both in academia and industry, who want to learn techniques that have become a third tool of physical science, complementing experiment and analytical theory.

本書注重實際操作部分，對理論知識作精簡地介紹。在上機部分，主要注重資料庫基礎知識的實際操作，以便進行後面資料庫實際案例的設計。本書的精華部分就是將Java、PHP語言和MySQL、SQLServer資料庫相結合，並給出實際應用實例。

主要內容： * 探索Spring Batch 4中的新特性。 * 使用Spring Batch項目在雲環境中完成有限的批次處理任務。 * 通過一些示例，理解最新的基於Java和Spring Boot的配置技術 * 掌握複雜場景和雲環境中的批次處理 * 開發能夠運行在現代平臺上的批次處理應用 * 除了Spring Batch，使用Spring Portfolio的其他部分開發關鍵任務型批次處理應用

Mood disorders such as depression and bipolar disorder are common mental illnesses, affecting millions of patients worldwide. The application of newly available brain imaging methods to the study of mood disorders holds substantial promise in uncovering the brain mechanisms affected in these illnesses. This comprehensive and authoritative text features contributions from leading international experts, providing easily accessible information on the study of the brain mechanisms involved in the causation of mood disorders and the available treatments. Topics covered include the potential of magnetoencephalography (MEG), neuroimaging brain inflammation in depression, electrophysiology studies in mood disorders, and the applications of machine learning, filling an important gap in available neuropsychiatric literature and highlighting new developments. An invaluable resource for practitioners in the fields of psychiatry, neurology, primary care medicine, and related mental health professio

What does a probabilistic program actually compute? How can one formally reason about such probabilistic programs? This valuable guide covers such elementary questions and more. It provides a state-of-the-art overview of the theoretical underpinnings of modern probabilistic programming and their applications in machine learning, security, and other domains, at a level suitable for graduate students and non-experts in the field. In addition, the book treats the connection between probabilistic programs and mathematical logic, security (what is the probability that software leaks confidential information?), and presents three programming languages for different applications: Excel tables, program testing, and approximate computing. This title is also available as Open Access on Cambridge Core.

"Reviews the 15 most commonly used play therapy modalities. Play therapy is the treatment of choice for children because it allows children to express their troubles through a natural healing process. This book explains why play therapy works and how to deliver it in the most direct and efficient manner. Each chapter covers a different play therapy modality, including a description of the therapeutic benefits, core techniques, empirical support, and a case study. Fifteen modalities are covered in all: sand play, doll play, block play, drawing, bibliotherapy, storytelling, puppet play, guided imagery, drama, sensory play, clay play, music and movement, board games, electronic games, and virtual reality. Edited by two acknowledged leaders in the field of play therapy, Heidi Kaduson and Charles Schaefer, this volume was written for front line child therapists, including psychologists, counselors, social workers, and other health professionals; it will be an asset to any beginning child an

2020年6月底我國電信業者陸續推出5G商用服務，正式進入5G時代。5G具有超大頻寬(enhanced Mobile Broadband, eMBB)、超大連結(massive Machine Type Communications, mMTC)與超可靠低延遲(Ultra-Reliable Low Latency Communications, URLLC)，若能有效發揮5G特性與潛力，將翻轉現

Android是由Google公司和開放手機聯盟領導並開發的一種基於Linux的自由且開放原始程式碼的作業系統，主要用於移動設備。本書基於Android Studio平臺，介紹醫用電子技術領域的典型應用開發。全書共32個實驗，其中12個實驗用於學習Java語言，10個實驗用於熟悉Android四大元件，其餘10個實驗與移動醫療應用開發密切相關。本書配有豐富的資料包，包括Android常式、套裝軟體

恰當的序列化方案不僅可以提高系統的通用性、強健性、安全性，優化系統性能，而且會讓系統更加易於調試、便於擴展。本書從最基本的計算機編碼知識入手，接著從內部機制、工作原理、核心類剖析、應用示例等方面對目前業界主流的5種序列化技術――Java序列化、JSON、Thrift、Protocol Buffer和Avro進行深入講解，最後從序列化後的數據大小（空間）、序列化耗時（時間）、反序列化耗時（時間）三個

利用Java的ORM架構----MyBatis，向神人們致敬！MyBatis有三個主要套件，包括了核心、解析、操作，這些概念完整收錄在本書五大篇26章中。第一篇從背景開始介紹，初探MyBatis。第二篇介紹基本功能，包括exceptions、reflection、annotations、lang、type、io、logging、parsing等套件。第三篇則是解析套件原始程式分析，有解析相關類別及

Python機器學習第三版（下） Python Machine Learning - Third Edition 第三版－最新修訂版，新增TensorFlow 2、GAN和強化學習等實用內容 使用Python的scikit-learn和TensorFlow 2融會貫通機器學習與深度學習 循序漸進、由淺入深，好評熱銷再進化！最新修訂的《Python機器學習第三版》是一本不容錯過的全方位指南，也是讀者

本書以虛擬現實(Virtual Reality，VR)產業規模發展所面臨的挑戰為切入點，詳細介紹了雲化虛擬現實(Cloud VR)的關鍵技術、解決方案、商業實踐等，旨在向讀者全面呈現Cloud VR技術的全貌。全書內容基於華為iLab在Cloud VR領域的技術積累和實踐，系統地講解了Cloud VR技術的優勢，對平臺、網絡、終端的技術要求及實現方案，業務體驗的評測基線及方法和目前的商業實踐等。本

本書主要介紹了Spark運行原理及性能調優的相關實踐，從Spark框架內部及外部運行環境等不同角度分析Spark性能調優的過程。第1章介紹了Linux系統中各種監控工具的使用，對CPU、內存、網絡、I/O等方面進行介紹，並提供了集群監控報警的解決方案。第2章介紹了Java虛擬機（JVM）的基本知識、垃圾回收機制，以及對JVM運行狀態的監控。第3章和第4章介紹了Spark內核架構、任務運行的流程，對

《私有雲存儲系統搭建與應用》主要內容大致分為四個部分：第壹部分(第1～3章)介紹Swift存儲系統，第二部分(第4、5章)介紹如何搭建基於Swift的私有化存儲系統，第三部分(第6、7章)分析企業應用與存儲系統的集成方案，第四部分(第8章)介紹應用集成的實例。《私有雲存儲系統搭建與應用》的知識體系涵蓋了Linux、對象存儲、虛擬化、Java、HTTP通信、Web等技術，而這些技術所涉及的業務範圍主

本書蘊含的知識體系甚廣。第1章主要介紹IDEA的安裝、更新、註冊和卸載。第2章主要介紹IDEA基礎配置和高級配置。第3章介紹如何通過IDEA創建第一個Java項目、配置項目和模塊、開發工具包以及庫相關信息。第4章主要介紹IDEA編輯器、源碼導航、搜索/替換、代碼操作、實時模板、文件比較、拼寫檢查、語言注入、暫存文件、模塊依賴圖\UML類圖、版權、宏、文件編碼等內容。第5章介紹IDEA運行/調試/測

本書是一本Android進階圖書，結合《Android進階之光》和《Android進階解密》兩本書介紹的知識，一同建立起Android應用開發進階知識體系。全書共分13章，主要從3個方面來組織內容：(1)Android應用開發所需要掌握的系統源碼知識，包括系統源碼的下載、編譯、調試，包管理機制，輸入系統，Native Binder，Java Binder；(2)應用開發必需的知識點，包括Groov