Pattern Classification Using Ensemble Methods

★.NET Core／ASP.NET Core 跨平台 Web 與後端介面開發 ★.NET Core 與 .NET Framework／.NET 的差異與版本脈絡 ★ASP.NET Core 特點、版本與與 ASP.NET 的關係 ★.NET Standard 定義、版本與選型方法 ★環境架設：Visual Studio 2022／VS Code／Mac 開發配置 ★dotnet 命令列工具與 NuGet 套件管理（CLI／VS 管理器） ★C# 新語法：頂級敘述、using 改進、可空引用、模式比對、record ★非同步程式設計：async/await、Task、宣告呼叫與原理解析 ★LINQ：查詢運算子、Func／Lambda 與集合篩選、分頁實作 ★核心元件：相依注入、設定系統、日誌介面與使用流程 ★Web 核心技術：中介軟體、路由、錯誤處理、靜態檔案、Razor、EF Core、MVC、WebAPI、Swagger ★高階與實戰：Blazor、SignalR、gRPC、驗證授權、IIS／Kestrel 部署，開源框架 Furion／vboot-net／Magic.NET／CoreShop／Orchard Core 解析 本書以.NET Core與ASP.NET Core為主軸，將網路資料分散、難以系統學習的內容整理成完整路徑，從入門概念、環境架設、dotnet命令與NuGet套件管理、C#新語法、非同步與LINQ開始，逐步進入相依注入、設定系統與日誌等核心元件，再延伸到Web應用專案結構、中介軟體、路由、錯誤處理、靜態檔案、Razor、EF Core資料存取與遷移、MVC網站與WebAPI（含Swagger）等主線技能；進一步補上Blazor、SignalR、gRPC、身份驗證授權與釋出部署（IIS、Kestrel），並以5個熱門開放原始碼框架作專案級解析，適合.NET Core技術同好、ASP.NET轉換者與Web開發者按篇章循序實作。

[名家名著] 37 Software Mistakes and Tradeoffs中文版：掌握軟體開發中的錯誤、取捨與關鍵決策 Software Mistakes and Tradeoffs: How to make good programming decisions ❝Teddy長期研究Pattern Language，有一個很深的體會：每一個設計決策，都只是「局部的回應」。真正困難的，是把這些局部組織成一個和諧的整體。 AI可以提供大量「局部解法」，但整合這些解法需要的，是對「這個團隊、這個市場、這個時間點」的情境理解。這種情境沒辦法完全寫成規格書，因為它牽涉到人的能力邊界、組織的演進節奏、技術債的承受極限。這些東西每個專案都不一樣，而且會隨時間改變。這不是AI的context window再怎麼變大就能解決的問題。 要看見整體，不能只盯著零件。AI幫你把門檻拉低之後，真正稀缺的能力，是在眾多可能性之中，做出有脈絡、能長期承擔的選擇。不是盲目的節制，而是清楚知道代價之後，有意識地決定扛下哪些、放掉哪些。 如果鄉民們希望自己在AI時代，不只是會下提示詞的PM，而是能為系統負責的架構師，那麼這本書值得細細品味。❞ ────「搞笑談軟工」板主Teddy Chen　專文推薦 ❝在軟體工程的實務現場，幾乎沒有哪一個決策是「免費」的。每一次選擇某種架構、某種設計模式、某種API風格，或某種錯誤處理策略，實際上都意味著放棄其他可能性。這些放棄，往往不會在當下立即顯現代價，而是潛伏在未來的維護成本、效能瓶頸、擴充困難、組織協作摩擦與技術債之中。 《Software Mistakes and Tradeoffs中文版》所關注的，正是這些在實際上線系統（production systems）中反覆出現的取捨問題。本書並不試圖建立一套抽象理論，而是從具體情境出發：在特定背景、限制與壓力之下，團隊如何做出選擇？有哪些替代方案？當時忽略了什麼？哪些後果在事後才浮現？哪些判斷其實是合理的，只是代價延後到未來？ 這樣的視角，使本書成為一本極具實務厚度的工程決策紀錄。❞ ────博碩文化資深編輯與翻譯　盧國鳳 ❝真希望我能在職涯更早期就讀到這本書。書中濃縮了許多從實務中得來的寶貴經驗。❞ ────Dave Corun，Avanade ❝清楚而精準地總結了多年軟體工程實務的精華，新手與老手都值

In this issue of Foot and Ankle Clinics, guest editor Dr. John Wong Chung brings his considerable expertise to the topic of Mler-Weiss Disease. Top experts outline the epidemiology, classification systems, and nonoperative and operative treatments (including minimally invasive surgery options) so that foot and ankle surgeons may better identify and treat patients with this complex disease.Contains 14 relevant, practice-oriented topics including clinical features and differential diagnosis of Mler-Weiss disease; classification systems in Mler-Weiss disease; nonoperative treatment of Mler-Weiss disease; minimally invasive surgery in Mler-Weiss disease; future directions in Mler-Weiss disease; and moreProvides in-depth clinical reviews on Mler-Weiss disease, offering actionable insights for clinical practicePresents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and pr

Now completely up to date and featuring a new international author team, Marsh and Martin's Oral Microbiology, 7th Edition, remains the microbiology reference of choice for undergraduate and postgraduate dental students, researchers and a wide range of clinical dental professionals. Using a unique ecological approach, this popular textbook describes the complex relationship between the resident oral microbiome and the host in health and disease, providing a clear set of principles to explain whether the microbiota will have a beneficial or an adverse relationship with the host at a particular site.Explores the biological and clinical significance of the oral microbiota in the form of a biofilm on dental and mucosal surfacesEmphasises current concepts on the aetiology of dental caries and periodontal diseases, and reflects upon the impact that the genomic era has had on the field.Contains a new chapter describing traditional and contemporary (molecular) methods to determine the microbia

Using Mindfulness to Promote Mental Health in Schools provides useful knowledge and practical guidance regarding how mental health professionals and educators can effectively use mindfulness-based pra

★ 米飛兔主題創作盒，從玩中培養藝術感★ 內含完整材料包，打開就能開始創作★ 5種基礎藝術活動：肖像、風景、拼貼、雕塑一次體驗★ 向米飛之父Dick Bruna致敬的經典設計風格讓孩子的第一幅畫，從米飛開始。這是一款專為3歲以上小小藝術家設計的創作遊戲盒。透過模板描繪、彩紙剪貼與圖案設計器，孩子能一步步完成自己的肖像畫、風景畫、吊飾、拼貼與圖案創作。盒內附20張彩色紙、4款米飛模板、2個作品收納夾，以及16頁折頁式說明小冊，清楚示範每個步驟。即使是第一次接觸美術，也能輕鬆完成專屬作品。靈感源自荷蘭插畫家 Dick Bruna 的創作技法——簡潔線條、大色塊、純粹構圖，讓孩子在遊戲中理解藝術的基礎元素。不只是美勞活動，更是孩子認識形狀、色彩與創意表達的第一步。A craft kit for budding young artists that includes everything you need to make your first artworks.Make Art With Miffy is a creative play kit for early years artists who will discover how to make their first portrait, landscape, hanging mobile, mural and pattern design using the stencils and coloured paper in the kit.Each art activity is clearly explained using step-by-step instructions laid out in the accompanying booklet. The kit includes everything you need to create art in the style of Dick Bruna: stencils to trace, colour paper to cut and a nifty pattern designer to use with patterned paper.Inspired by the original techniques used by Dutch illustrator D

Prevailing classification systems backed by the American Psychiatric Association (DSM) and World Health Organization (ICD) generally assume that mental health conditions are best represented by discrete entities that are qualitatively distinct from one another and from mental health. These diagnostic categories, such as major depression, antisocial personality disorder, and obsessive-compulsive disorder, are ubiquitous in research, clinical, training, legal, and public health contexts. Yet they are out of sync with a vast quantity of scientific data on the presentation, causes, and treatments of psychopathology. Empirically speaking, categorical diagnoses tend to be unreliable (over time and across reporters), have fuzzy boundaries with one another and mental health, do not capture many clinical presentations encountered in routine practice, and lack distinctive causes and recommended treatments. Dimensional perspectives recognize the same signs and symptoms as categorical rubrics, but

An introductory review of electric energy using examples, numerical calculations and theory to describe the basic elements of the field. Coverage includes electric infrastructure, the grid, system operations, renewable energy, alternating current circuits, three-phase power, power electronics, blackouts and future power systems.

These two books cover the most significant recent advances in oncological molecular imaging, from methods and preclinical research to clinical practice. The first book is divided into two sections. The first section focuses on standardized and emerging technologies, as well as probe designs for various imaging modalities, including advanced X-ray imaging, CT, MRI, SPECT, total body PET, ultrasound, optical imaging, optoacoustic imaging, and probes for these modalities. The section also covers artificial intelligence in radiomics. The second section focuses on preclinical applications, including advanced microscopy in animal imaging. The second book presents various clinical applications of molecular imaging and related imaging features. The first section of the second book discusses the crucial, emerging role of molecular imaging in planning and monitoring oncological therapies and future challenges and prospects in multimodality imaging. The second section discusses radiotherapy appro

The scientific study of consciousness features a vast array of conflicting theories, but cross-disciplinary exchange between researchers from different camps is not always prevalent. This book seeks to address these complexities by providing a thorough introduction to the field while remaining accessible to those new to the topic. By exploring empirical methods, surveying a variety of competing theories, and outlining challenges for current approaches, it equips readers with the tools to evaluate existing theories. It also showcases contributions from the originators and leading proponents of today's most influential theories, providing unparalleled depth and clarity into diverse theoretical perspectives. Offering a thorough overview of scientific consciousness studies, this book presents new perspectives on a topic that has long puzzled scientists and philosophers alike.

This is an open access title available under the terms of a CC BY-NC-ND 4.0 International licence. It is free to read at Oxford Academic and offered as a free PDF download from OUP and selected open access locations. Domesticated uses novel archaeological methods to rewrite the narrative of the rise of social complexity in the western and eastern Eurasian steppe. Through the study of ancient proteins, DNA, and isotopes, as well as traditional archaeology, Alicia R. Ventresca-Miller tracks the adoption of domesticated animals and plants to show how cultivated species transformed societies during the eras preceding the Silk Road networks. Economies in this region shifted from hunting and gathering to the use of ruminant livestock, horse dairying and riding, and finally to the cultivation of grains, marking major thresholds in human history. Ventresca-Miller proposes a model for how this happened--from the initial introduction of the animal or plant to their acceptance, solidification, an

Thermochemical Surface Engineering of Steels, Second Edition presents up to date information on a range of techniques and their applications. This edition expands upon the material presented in the first edition, now including a discussion of high temperature process for stainless steels as well as a new chapter on solution nitriding, as well as fully updating the current materials. The book is comprised of five parts, which take the reader from theory through to application. Part 1 presents foundational information regarding Thermodynamics; Part 2 discusses the requirements for improved fatigue resistance for materials exposed to thermochemical treatments. Parts 3 looks at nitriding, nitrocarburizing and carburizing, followed by a look at specific low temperature carburizing and nitriding; The book concludes with a discussion of various thermochemical surface engineering methods.

Simply keeping the mind clear and calm was, for many post-Tang Daoists, the path to eternal life and freedom. Through sheer serenity, practitioners believed they could attain immunity to hunger, eliminate sexual function, suspend breath and pulse, engage in astral travel, and command spirits and natural forces.In his meticulously researched study, Stephen Eskildsen examines how this perspective informed Daoist internal alchemists after the Tang dynasty (618–907), including prominent representatives of the Quanzhen tradition in the north and the Nanzong in the south. Drawing on a wide array of textual sources, he analyzes the teachings of figures like Qiu Chuji (1143–1227), Yin Zhiping (1169–1251), Zhang Boduan (ca. 984–1082), Bai Yuchan (1194– 1229), Li Daochun (fl. 1288–1292), Yu Yan (ca. 1253–1314), and Wu Shouyang (1574–after 1641), among others. These adepts emphasized passive, straightforward methods that they believed gave rise to spontaneous psychic, sensory, and physiological p

China’s remarkable journey from poverty to becoming the world’s second-largest economic power is marked by extraordinary urban growth and consumption capacity of its urban population. Central to this development fervor are multifunctional commercial complexes and shopping malls, now key features of modern urban districts. The concept of shopping malls, originally introduced to China by American architects in the 1980s, has since flourished on an even larger scale than their American counterparts.This book delves into the origins of shopping mall development in the United States after World War II, tracing how American architects exported this building type into China’s rapidly evolving urban landscapes, particularly in Beijing, Shanghai, Chengdu, Kunming, and Guangzhou. Using primary sources, statistical analyses, and illustrated case studies, the book explores the evolution of shopping malls as a consequence of China’s profound economic, social, and cultural change over the past four

A highly original exploration of geography's spatial dimensions at the beginning of the twentieth century, offering a new view of the mapping of far-off worlds. One of the first maps of Mars, published by an Italian astronomer in 1877, with its pattern of canals, fueled belief in intelligent life forms on the distant red planet--a hope that continued into the 1960s. Although the Martian canals have long since been dismissed as a famous error in the history of science, K. Maria D. Lane argues that there was nothing accidental about these early interpretations. Indeed, she argues, the construction of Mars as an incomprehensibly complex and engineered world both reflected and challenged dominant geopolitical themes during a time of major cultural, intellectual, political, and economic transition in the Western world. Geographies of Mars telescopes in on a critical period in the development of the geographical imagination, when European imperialism was at its zenith and American expansion

This open access book examines the role played by international, regional, and national legal frameworks in holding corporations operating in the natural resource sector accountable for human rights violations in the Global South. Influential scholars from across the world address pressing issues concerning the integration of business and human rights standards for better governance of natural resources. They focus particularly on extractive and multinational companies in the Global South and their role in the transition to net zero societies.The book also examines legal mechanisms for corporate accountability under international, human rights and transnational law, using case studies from selected countries across Africa, Asia, and Latin America. The book reviews proposals for an enforceable legal framework to hold corporations accountable for human rights abuses and environmental damage. It considers initiatives such as the OECD Guidelines on Multinational Enterprises, the UN Guiding