Machine Learning Algorithms for Problem Solving in Computational Applications

This is a topology book for undergraduates,and in writing it I have had two aims in mind.Firstly,to make sure the student sees a variety of defferent techniques and applications involving point set,ge

This book presents a study on the novel concept of“event-triggered control of nonlinear systems subject to disturbances”, discussing the theory and practical applications. Richly illustrated, it is a valuable resource for researchers, engineers and graduate students in automation engineering who wish to learn the theories, technologies, and applications of event-triggered control of nonlinear systems.

This book provides a comprehensive foundation of machine learning. To answer the questions of what to learn, how to learn, what to get from learning, and how to evaluate, as well as what is meant by learning, the book focuses on the fundamental basics of machine learning, its methodology, theory, algorithms, and evaluations, together with some philosophical thinking on comparison between machine learning and human learning for machinery intelligence.The book is organized as follows: Introduction (Chapter 1), Evaluation (Chapter 2), Supervised learning (Chapters 3, 4, and 5), Unsupervised learning (Chapter 6), Representation learning (Chapter 7), Problem decomposition (Chapter 8), Ensemble learning (Chapter 9), Deep learning (Chapter 10), Application (Chapter 11), and Challenges (Chapter 12).The book can be used as a textbook for college, undergraduate, graduate and PhD students majored in computer science, automation, electronic engineering, communication, ect. It can also be used as

本書通過TRIZ理論對工程問題解題流程的分析，詳細闡述解題時的一般步驟和注意事項，結合具體解題案例，簡要介紹了國內目前使用的主流計算機輔助創新（CAI）軟件——IWB、Pro/ I、Goldfire、Invention Tool等，重點介紹發明問題解決算法ARIZ（Algorithm for Inventive?Problem Solving）、應用科學效應知識庫和如何對產品進行技術預測與專利規避

《Python機器學習》面向機器學習新手，主要內容如下： ● Python機器學習的一些基本庫，包括NumPy、Pandas和matplotlib庫 ● 常見的機器學習算法，包括回歸、聚類、分類和異常檢測 ● 使用Python和Scikit-learn庫進行機器學習 ● 將機器學習模型部署為Web服務 ● 使用Microsoft Azure Machine Learning Studio進行機器學

《Wavelets in Engineering Applications》收集了作者所研究的小波理論在

"Separated Continuous Linear Programming and Its Exte
io
"(Author: Wang Xiaoqing)we present the theory and algorithms for separated continuous linear programming (SCLP) a

《數值算法的精確性與穩定性(第2版)》由漢安所著。 《數值算法的精確性與穩定性(第2版)》內容如下： Accuracy and Stability of Numerical Algorithms gives a thorough, up-to-date treatment of the behavior of numerical algorithms in finite precision ari

《藝術化繪制的圖形學原理與方法》內容簡介：The Algorithms and Principles of Non-photorealistic Graphics Artistic Rendering and Cartoon Animation provides a conceptual framework for and comprehensive and up-to-date coverage

Main techniques encontered in selecting,using and developing of NC machine tools are introduced in this book，which including：feature of NC machine tools NC machining programming controlling principle

機器學習(Machine Learning，ML)是人工智能的一個分支，它是一門多領域交叉學科，專門研究計算機怎樣模擬或實現人類的學習行為，涉及概率論、統計學、逼近論、凸分析、算法複雜度理論等多門學科。機器學習方法可以根據經驗數據自動完成模型參數學習，而不需要人為設定規則，大幅降低了人工分析的工作量和難度，已成為目前解決人工智能相關問題的主要方式。

Simplified Chinese Translation Copyright 2013 by China Machine Press． No part of this book may be reproduced or transmitted in any form or by any means， electronic or mechanical， including photocopyin

Based on TD–LTE technology, this book adopts a learning mode that features modularized training, and chooses the eNodeB made by Datang Telecom Group as learning platform. Hardware structures, installation of the host, and antenna connection of 4G base station are explained in a comprehensive and detailed way through specific task modules. The book is divided into 3 training modules including Introduction to TD–LTE Base Station and EPC Network, Installation of Base Station Equipment, and Installation of Auxiliary Equipment in Base Station and Optical Fiber Fusion Splicing. Readers can carry out correct installation and connection of 4G base station equipment by completing these three training modules. The purpose of this book lies in cultivating high-quality and skilled personnel who can construct and maintain 4G base station, helping them master the skills required for operating and maintaining communication base station, and meeting the requirements for standardized on-site maintenanc

在疫情防控中，健康碼等科技抗疫手段業已證明：算法比以往任何時候更有可能取代人工決策。2021年，西班牙金融研究學院的Marta Cantero Gamito 和德國洪堡大學法學院Martin Ebers編著《算法治理和治理算法：法律和道德挑戰――數據科學，機器智能和法律》(Algorithmic Governance and Governance of Algorithms: Legal and Ethical Challenges - Data Science, Machine Intelligence, and Law)一書，深入討論了算法治理(基於算法的決策)的潛力以及可能引發的操縱、偏見、監控、社會歧視以及對隱私權和財產權的侵害，並梳理了歐盟對算法開展治理的近期新動態。在人工智能蓬勃發展的中國，不論是“算法治理”還是“治理算法”，都是緊迫而重要的重大問題。

終身機器學習（Lifelong Machine Learning）第二版是對高級機器學習範式的介紹，通過積累過去的知識持續地學習，並將所學到的知識用於幫助未來的學習和問題解決。本書適用於對機器學習、數據挖掘、自然語言處理或模式識別感興趣的學生、研究人員和從業人員。講師隨時可以在任何這些相關領域的課程中使用本書。

《說說唱唱學漢語》講述了：Sing your way to Chinese in suitable mainly for pre-school children and primary school pupils.It can also be used by middle school students who are learning chinese.It is the best teachin

本書基於Azure Machine Learning Studio探討了現代數據科學算法的背景、理論和實際應用。 全書共8章。第1章描述了在數據科學領域，Azure機器學習如何通過實現完全託管的數據科學雲服務邁出預測分析解決方案的關鍵一步；第2章講解預測分析科學和方法論的基本概念；第3章探討Azure ML Studio的基本原理；第4章基於一個實用的Azure機器學習預測模型，探討可以用來調用A

【簡介】 Cognitive Linguistics: Current Applications and Future Perspectives is an up-to-date survey of recent research in Cognitive Linguistics and its applications by prominent researchers. The volume

本書是非線性雙曲偏微分方程領域的經典學術專著。本書分為7個部分, Chapter 1、Introduction; Chapter 2、Cauchy problem for nonlinear hyperbolic systems in diagonal form; Chapter 3、Singularities caused by the eigenvectors; Chapter 4、Hyper

e-Learning（即數位化學習）是近年來研究的熱點。本書突破e-Learning研究聚焦于共用的傳統，轉變研究視角，考察e-Learning環境範例“視覺文化網”，同時借鑒共生哲學這一分析工具，從時代背景、哲學淵源方面進行探索，形成共生的e-Learning基本觀念與實踐策略。理論方面，借鑒共生哲學有效建構e-Learning共生觀念；實踐方面，為e-Learning的應用提供範例，較同類著作

本書系統地介紹了SNS企業知識社區的基本概念、E-Learning環境、E-Learning行為及行為演化、E-Learning推薦方法以及E-Learning績效評價方法。全書以SNS企業知識社區E-Learning知識交互過程為出發點，研究了E-Learning參與、E-Learning知識獲取、E-Learning知識轉移、E-Learning知識共用的E-Learning行為及其演化過程；

Teaching English as a Foreign Language in China Today has been developed ， through 16 years of experience in training more than 1，000 foreign teachers of English by the Center for Teaching & Learning

John P． Kotter． The General Managers． Copyright 1982 by The Free Press． Simplified Chinese Translation Copyright 2013 by China Machine Press． No Part of this book may be reproduced or transmitted in

《計算塑性力學(英文版)》由俞茂宏、李建春所著。《計算塑性力學(英文版)》為《中國科技進展》叢書之一。 Computational Plasticity With Emphasis on the Application of the Unified Strength Theory explores a new and important branch of computational mec

《Barrons AP 物理B(第4版)(最新版)》內容簡介：In this review book, you will be taught several strategies for making your learning and studying more efficient. these are skills that will always be useful and that you

The Personal Study Book contains： · Better language learning-ideas about howto learn English more effectively · Language for language learning - an alphabetical list of all the grammatical and other

The Personal Study Book contains： ·Better language learning-ideas aboutwhat good learners do to learn more English ·Language for language learning-an alphabetical list of all the grammatical and oth

Contemporary Chinese is a textbook designed for those students who are learning Chinese. The ultimate goal of this book is to develop the students ability to comprehend and communicate in the Chinese

An excellent book for people learning Chinese.

Long ago （or so it seems today）, Chung wrote on page 196 of his book [1]:One wonders if the present theory of stochastic processes is not still too difficult for applications. Advances in the theory s

近年來，人工智能與機器人在全世界範圍內備受關注。但是從2014年開始，國際權威調研機構高德納諮詢公司(Gartner)每年公佈的十大技術中，“大數據”這樣的詞語已經不再出現了。這不是因為“大數據”不再重要，而是意味著自2015年以後，“大數據”已經包含在十大技術裡，或者已經成為這些技術的基礎。“大數據”不僅可以用於構建和應用分析模型，還可以應用於機器學習(Machine Learning)、人工智能等諸多領域。本書從多種觀點出發，闡述了對大數據分析的理解和在環境、大數據企劃與設計層面上需要考慮的問題。

《配電網同步測量技術及應用=Synchronous Measurement Technologyand Its Applications for Distribution Networks》系統論述有源配電網的信號特徵，介紹寬頻帶多態信號的精細化分析方法，對比分析同步相量及頻率測量方法，並針對部分理論、算法給出並分析實測效果。此外，《配電網同步測量技術及應用=Synchronous Measurement Technologyand Its Applications for Distribution Networks》總結有源配電網同步測量裝置及系統的典型功能、結構和性能指標，綜述同步測量技術在配電網中的典型應用場景，並重點介紹基於同步波形進行小電流接地故障診斷與定位、弧光高阻故障診斷時的應用方法和效果。

There have been ten years since the publication of the first edition of this book. Since then， new applications and developments of the Malliavin cal- culus have appeared. In preparing this second e

本書系統介紹了操作與過程分析、問題解決方法、決策方法、改善方案實施、動作與時間研究、抽樣及其標準化、薪酬制定、培訓等實用性非常強的工業工程與現場改善的理論與方法。本書從合理的工程方法、符合實際的作業標準以及公正的薪金報酬三個方面為製造業和服務業的管理提供了*基本的理論和方法，並輔以應用案例、習題和在線支持，是一本值得推薦的教材。本書實用性強，語言流暢，通俗易懂，適合工程類學科的本科生、研究生以及製造業和服務業的工程技術人員與管理者學習和借鑒。Andris Freivalds，Benjamin NiebelNiebel's Methods, Standards, & Work Design9780073376363Copyright 2022 by McGrawHill Education.All Rights reserved. No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including without limitation photocopying, recording, taping, or any database, information or retrieval system, without the prior written permission of the publisher.This authorized Chinese translation edition is jointly published by McGrawHill Education and China Machine Press.This edition is authorized for sale in the Chinese mainland, excluding Hong Kong SAR, Macao SAR and Taiwan.Translation Copyright 2022 by McGrawHill Education and China Machine Press.版權所有。未經出版人事先書面許可，對本出版物的任何部分不得以任何方式或途徑複製傳播，包括

As with the first, the second volume contains substantially more material than can be covered in a one：semester course. Such courses may omit many beautiful and well：grounded applications which connec

We have inserted, in this edition, an extra chapter (Chapter X) entitled Some Applications and Recent Developments. The first section of this chapter describes how homological algebra arose by abstrac

本書共六個單元，每個單元包括Opening-up、Warm-up、Reading for Learning、Guided Writing等七個部分，引導學生學會交流，學會思考，學會表達。

Brief introductionThis book brings together the technical terms of industrial robots in various fields of practical applications. In the form of illustration，it is illustrated in both Chinese and Engl

本叢書著眼於國內醫學教育改革兩個熱點—基於器官系統（Organ-System-Based）的課程改革和基於問題學習（PBL，Problem-Based-Learning）的教育模式改革，建立的PBL和CPC、TBL案例集系列叢書。叢書將分為5冊，案例依次從以下十個模塊展開。叢書可以作為各個開展PBL教學的醫學院校提供完整的PBL案例教材、案例使用指南、PBL實施組織管理流程、評價方法、常見問題及解決方案、PBL帶教示範等完整的課程材料，同時是第一套基於器官系統課程改革的PBL配套教材，具有非常積極的推廣價值。

本叢書著眼於國內醫學教育改革兩個熱點—基於器官系統（Organ-System-Based）的課程改革和基於問題學習（PBL，Problem-Based-Learning）的教育模式改革，建立的PBL和CPC、TBL案例集系列叢書。叢書將分為5冊，案例依次從以下十個模塊展開。叢書可以作為各個開展PBL教學的醫學院校提供完整的PBL案例教材、案例使用指南、PBL實施組織管理流程、評價方法、常見問題及解決方案、PBL帶教示範等完整的課程材料，同時是第一套基於器官系統課程改革的PBL配套教材，具有非常積極的推廣價值。