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.

The ultimate one-stop guide to the subject, this book takes you on a fascinating journey through the questions that have puzzled humanity for more than 2,500 years. From metaphysics and ethics to political philosophy and the philosophy of science, learn a different branch of philosophy across nine separate modules, explaining all of the key ideas of history's greatest thinkers--from Plato and Descartes to de Beauvoir and Nietzsche--and how they still resonate today. Perfect for complete beginners, Philosophy: A Complete Course untangles complex concepts using clear, jargon-free explanations paired with bold infographics, thought experiments, summaries of key works, and practical exercises to assess what you have learned. The book's innovative, graphic approach simplifies even the most challenging ideas like existentialism, empiricism, and dualism, making them easier than ever to understand. Whether you are studying philosophy, expanding your knowledge, or simply exploring life's bigges

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 New York Times bestselling author and former U.S. Attorney offers a piercing expos?on the escalating threat of far-right politics--and a clear roadmap for saving our democracy. In The Fix, McQuade draws on her decades of experience as a federal prosecutor to reveal how systems of organized crime and political opportunism exploit the levers of power--using corruption, cruelty, and chaos as tools to dominate institutions and eliminate accountability. With clarity, precision, and moral force, she exposes the tactics of today's far-right MAGA system: information warfare, aggressive retribution, conformism enforced by fear, and pervasive dismantling of legal checks and balances necessary to defend the public interest and uphold justice. Weaving together courtroom stories, real-time political analysis, and cautionary lessons from history and democratic backsliding abroad, McQuade makes the case that the threats we face are not future possibilities--they're already here. Yet The Fix is no

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.

The goal of Managerial Accounting is to acquaint students of business with the fundamental tools of managerial decision making and provide a context for understanding and reacting to the dramatic ways in which business is changing. The emphasis throughout the text is on using accounting information to help manage an organization while explaining concepts in a way that students can relate to. They should not only be able to produce accounting information but also understand how managers are likely to use and react to the information in a range of businesses.

Three casinos. Three bodies. Three days. Crack the case in #1 New York Times bestselling author of The Inheritance Games Jennifer Lynn Barnes' romantic crime series. This gorgeous Deluxe Limited Edition is available while supplies last--featuring breathtakingly beautiful designed edges, a special case, endpapers, and a ribbon bookmark. After a string of brutal murders in Las Vegas, Cassie Hobbes and the Naturals are called in to investigate. But even with the team's unique profiling talents, these murders seem baffling: unlike many serial killers, this one uses different methods every time. All of the victims were killed in public, yet the killer does not show up on any security feed. And each victim has a string of numbers tattooed on their wrist. Hidden in the numbers is a code--and the closer the Naturals come to unraveling the mystery, the more perilous the case becomes. Meanwhile, Cassie is dealing with an equally dangerous and much more painful mystery. For the first time in year

Create amazing amigurumi of some of the most iconic and beloved characters, creatures, and items from video game history--from Street Fighter's Ryu and Final Fantasy's Chocobo to Super Mario Kart Racing's Spiny Shell and Poppy Playtime's Huggy Wuggy! Gamer for Life: Video Game Amigurumi is filled with 20 patterns for projects to celebrate your love of gaming or make that perfect gift for the gamer in your life! Every detail is carefully tailored to give crafters of any skill level a frustration-free, start-to-finish experience. Each pattern is artfully photographed and accompanied by detailed instructions and easy-to-understand charts and schematics. A MUST-HAVE FOR GAMERS: Featuring adorable designs for the most famous and beloved video game characters, creatures, and items, this book is perfect for every crafter. Display them with your favorite video game gear or trade them with friends! STUNNING PHOTOS: Beautiful, full-color photos of finished designs inspire readers to start croche