Pattern Classification Using Ensemble Methods

Cyanoximes: Chemistry, Coordination and Organometallic Compounds and their Applications contains vast information about the use of cyanoximes as small molecules ligands in coordination, bioinorganic, and in organometallic chemistry. In addition, it presents the structural chemistry of these compounds and shows their most interesting spectroscopic properties, along with the practical aspects of their chemistry. Methods of syntheses, stereochemistry of cyanoximes ligands, their structures and properties, as well as the most interesting coordination compounds are described, as well as a broad spectrum of practical applications of both cyanoximes and their metal complexes. These simple, low molecular weight organic molecules represent a series of new excellent ampolydentate ligands for coordination chemistry. Currently, 48 cyanoximes are known, and users will find more than two hundreds cyanoxime complexes synthesized and studied using a variety of different spectroscopic methods and X-ray

This volume covers the latest techniques used to study single nucleotide polymorphisms (SNP) genotyping, such as Sanger sequencing, qPCR, Nanopore sequencing, and PACE. The chapters in this book cover topics such as SNP nomenclature, databases, and significance of SNPs in various fields; PCR-based techniques like HRM and CD-PCR; isothermal amplification methodologies; high-throughput methods like FCS-based SNP genotyping; and guidance of data analysis, emphasizing the importance of quality control, statistical analysis, and visualization. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and thorough, Genotyping: Methods and Protocols is a valuable resource for both new and experienced researchers who want to gain a deeper underst

This book is designed to provide students, teachers, and researchers with a text that includes a full range of statistical methods available to address commonly encountered research problems. Many textbooks for introductory, intermediate, and advanced statistics courses focus heavily on parametric methods. However, in practice the assumptions underlying these methods are frequently not met, therefore calling into question their use. This book addresses this issue by presenting parametric, nonparametric, robust, and Bayesian techniques that are appropriate for research scenarios often encountered in practice and typically found in statistics courses. For each of these major topics, the standard parametric approach is presented, along with the assumptions underlying it and the methods used to assess the viability of these assumptions. Next, a set of alternative techniques for the research scenario is presented and applied to the motivating example that begins each chapter. Each chapter c

為【劍橋英語教學大師口袋書系列】書籍，內容以「如何有效運用AI提升語言教學」為主軸，提供教學實務上的運用指南與建議，可做為英語教師師培課程用書或課程設計參考書。In this user-friendly book, Nicky Hockly draws on research and her own experience to examine the benefits and challenges of using AI in language teaching. The book provides a range of guidance on good practices in using the technology, with simple tips for applying the learning. It explores some of the key ethical, moral, philosophical and legal questions around using AI and covers topics including accessibility, data ownership and concerns around students cheating. The book also includes support for using AI to help teachers and learners develop. Nicky Hockly's 30 Essentials for Using Artificial Intelligence is an essential guide for teachers of all levels of experience.

The textbook is divided into eight chapters.In the introduction,the basic concept of polymer,classification and nomenclature of polymer,reaction type of polymer,development history of polymer and application of polymer are introduced in brief.In the next six chapters,free radical polymerization,free radical copolymerization,ionic polymerization,step polymerization,ring-opening polymerization and chemical reactions of polymers are introduced in detail.The implementation methods of polymerization are introduced systematically in the last chapter.The new words and terminology are noted in Chinese in detail,and the large exercises are attached at the end of each chapter,which is helpful for the students who are new to polymer chemistry to study smoothly.This book is used as the textbook for colleges and universities.It is suitable for the major of Polymer Materials and Engineering,Material C

This book discusses some methods of graph decompositions, which are highly instrumental when dealing with a number of fundamental problems of graph theory. The presented topics are united by the role

This reference book provides updated information on the production and industrial significance of bacterial cellulose. Bacterial cellulose is a natural fiber produced by certain microbes, mainly bacteria which belong to the Acetobacter genera. The book discusses its applications in different industrial sectors like food, pharmaceutical, energy and wastewater treatment. It covers the production of cellulose from conventional and renewable feedstocks. It includes topics like downstream processing, characterization, and chemical modification of bacterial cellulose. Key features- Addresses the challenge on the production technologies of bacterial cellulose up to pilot-scale Discusses cost-effective, green processes using agri-processing residues and medium formulation Includes efficient preparation of nano-composite using in vitro and in vivo methods Provides latest applications of bacterial cellulose in food and pharmaceuticals fields Reviews the production of bacterial fro

This volume summarizes key methods and advancements in the field of henipavirus molecular biology. Chapters guide readers through protocols focusing on emerging bat-borne paramyxoviruses as well as pathogenicity caused by Nipah and Hendra viruses. Protocols are also included to help develop diagnostic tools, antiviral therapeutics, and vaccine creation. Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary materials and reagents, includes tips on troubleshooting and known pitfalls, and step-by-step, readily reproducible protocols. Authoritative and cutting-edge, Nipah Virus: Methods and Protocols aims to be a useful and practical guide to new researchers and experts looking to expand their knowledge.

This second edition details new and updated protocols for experimental approaches that are currently used to study the formation of flowers. Chapters guide readers on genetic methods, phenotypic analyses, genome-wide experiments, modeling, and system-wide approaches. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and key tips on troubleshooting and avoiding known pitfalls. Authoritative and cutting-edge, Flower Development: Methods and Protocols, Second Edition aims to be a useful and practical guide to new researchers and experts looking to expand their knowledge.

The textbook is designed for the management， treatment and disposal of municipal waste.The content contains types and characteristics of waste；waste storage， segregation and collection；status of municipal waste treatment and resource recovery； analysis and determination of municipal solid waste；landfill treatment for municipal solid waste； thermal treatment for municipal solid waste； anaerobic digestion for municipal solid waste； composting for municipal solid waste； and life cycle assessment (LCA)for municipal solid waste management.This textbook focuses on the introduction of classification， management and main treatment technologies of municipal waste.It involves the advanced concept of classification and management of municipal waste and expounds the principle and application of major treatment and resourcerecycling technologies such as incineration， anaerobic digestion and composti

AOAC INTERNATIONAL has been publishing a robust set of methods for analytical scientists since 1884. Scientists from around the globe contribute their expertise to ensure the content remains reliable in terms of standards development, method development, and the systematic evaluation andreview of methods. As a result, the Official Methods of Analysis of AOAC INTERNATIONAL is the most comprehensive collection of chemical and microbiological methods available in the world. Now in its twenty-second edition, this publication continues to be the most extensive and reliable collection ofchemical and microbiological methods and consensus standards. Many methods within the compendium have notation indicating their adoption as harmonized international reference methods by the International Organization for Standardization (ISO), the International Dairy Federation (IDF), the International Union of Pure and Applied Chemistry (IUPAC), and the CodexAlimentarius Commission. This new edition includes

A cognitive ethnography of how bioengineering scientists create innovative modeling methods.In this first full-scale, long-term cognitive ethnography by a philosopher of science, Nancy J. Nersessian offers an account of how scientists at the interdisciplinary frontiers of bioengineering create novel problem-solving methods. Bioengineering scientists model complex dynamical biological systems using concepts, methods, materials, and other resources drawn primarily from engineering. They aim to understand these systems sufficiently to control or intervene in them. What Nersessian examines here is how cutting-edge bioengineering scientists integrate the cognitive, social, material, and cultural dimensions of practice. Her findings and conclusions have broad implications for researchers in philosophy, science studies, cognitive science, and interdisciplinary studies, as well as scientists, educators, policy makers, and funding agencies. In studying the epistemic practices of scientists, Ner

The A to Z of Creative Writing Methods is an alphabetical collection of essays to prompt consideration of method within creative writing research and practice.Almost sixty contributors from a range of writing traditions and across multiple forms and genre are represented in this volume: from poets, essayists, novelists and performance writers, to graphic novelists, illustrators, and those engaged in multi-media writing or writing-related arts activism. Contributors bring to this collection their distinct and diverse literary and cultural contexts, defining, expanding and enacting the methods they describe, and providing new possibilities for creative writing practice.Accessible and provocative, A to Z of Creative Writing Methods lays bare new developments and directions in the field, making it an invaluable resource for the teachers, research students and scholar-practitioners in the field of creative writing studies.

The A to Z of Creative Writing Methods is an alphabetical collection of essays to prompt consideration of method within creative writing research and practice.Almost sixty contributors from a range of writing traditions and across multiple forms and genre are represented in this volume: from poets, essayists, novelists and performance writers, to graphic novelists, illustrators, and those engaged in multi-media writing or writing-related arts activism. Contributors bring to this collection their distinct and diverse literary and cultural contexts, defining, expanding and enacting the methods they describe, and providing new possibilities for creative writing practice.Accessible and provocative, A to Z of Creative Writing Methods lays bare new developments and directions in the field, making it an invaluable resource for the teachers, research students and scholar-practitioners in the field of creative writing studies.

Why do people run for office with opposition parties in electoral authoritarian regimes, where the risks of running are high, and the chances of victory are bleak? In Activist Origins of Political Ambition, Keith Weghorst offers a theory that candidacy decisions are set in motion in early life events and that civic activism experiences and careers in civil society organizations funnel aspirants towards opposition candidacy in electoral authoritarian regimes. The book also adapts existing explanations of candidacy decisions derived from leading democracies that can be applied to electoral authoritarian contexts. The mixed-methods research design features an in-depth study of Tanzania using original survey data, sequence methods, archival research, and qualitative data combined with an analysis of legislators across authoritarian and democratic regimes in Africa. A first-of-its kind study, the book's account of the origins of candidacy motivations offers contributions to its study in aut

Written by four leading experts, this book provides a comprehensive overview of sociolinguistic variation and linguistic change in Arabic. It introduces sociolinguistic theory, methods, and data step-by-step, using accessible language and extensive examples throughout. Topics covered include sociolinguistic methodology, social variables, language change, spatial variation, and contact and diffusion. Each topic is explained and illustrated using empirical data drawn from a wide array of Arabic-speaking communities in the Middle East and North Africa, as well as other parts of the world where Arabic is or was spoken, to provide a rich resource of individual dialects, as well as a comparative view of variation in Arabic. Each chapter also contains annotated suggestions for further reading and elaborate exercises. It is an essential resource for students studying Arabic in its social context, as well as anyone wishing to expand their knowledge of variation in Arabic.

Written by four leading experts, this book provides a comprehensive overview of sociolinguistic variation and linguistic change in Arabic. It introduces sociolinguistic theory, methods, and data step-by-step, using accessible language and extensive examples throughout. Topics covered include sociolinguistic methodology, social variables, language change, spatial variation, and contact and diffusion. Each topic is explained and illustrated using empirical data drawn from a wide array of Arabic-speaking communities in the Middle East and North Africa, as well as other parts of the world where Arabic is or was spoken, to provide a rich resource of individual dialects, as well as a comparative view of variation in Arabic. Each chapter also contains annotated suggestions for further reading and elaborate exercises. It is an essential resource for students studying Arabic in its social context, as well as anyone wishing to expand their knowledge of variation in Arabic.

This timely text covers the theory and practice of surface and nanostructure determination by low-energy electron diffraction (LEED) and surface X-ray diffraction (SXRD): it is the first book on such quantitative structure analysis in over 30 years. It provides a detailed description of the theory, including cutting-edge developments and tested experimental methods. The focus is on quantitative techniques, while the qualitative interpretation of the LEED pattern without quantitative I(V) analysis is also included. Topics covered include the future study of nanoparticles, quasicrystals, thermal parameters, disorder and modulations of surfaces with LEED, with introductory sections enabling the non-specialist to follow all the concepts and applications discussed. With numerous colour figures throughout, this text is ideal for undergraduate and graduate students and researchers, whether experimentalists or theorists, in the fields of surface science, nanoscience and related technologies. I

Attitudes towards spoken, signed, and written language are of significant interest to researchers in sociolinguistics, applied linguistics, communication studies, and social psychology. This is the first interdisciplinary guide to traditional and cutting-edge methods for the investigation of language attitudes. Written by experts in the field, it provides an introduction to attitude theory, helps readers choose an appropriate method, and guides through research planning and design, data collection, and analysis. The chapters include step-by-step instructions to illustrate and facilitate the use of the different methods as well as case studies from a wide range of linguistic contexts. The book also goes beyond individual methods, offering guidance on how to research attitudes in multilingual communities and in signing communities, based on historical data, with the help of priming, and by means of mixed-methods approaches.

The ultimate guide to savory baking using fragrant spices and herbs, fresh produce, rich cheeses and meats, and more Baking is about a lot more than just desserts. This unique collection, one of the few to focus solely on the savory side of baking, explores a multitude of flavor possibilities. Get inspired by creative twists like gochujang-filled puff pastry pinwheels or feta-studded dill-zucchini bread. And sample traditional baked goods from around the world, from Chinese lop cheung bao to Brazilian p緌 de quejo. Our flexible recipes let you keep things simple by often using store-bought doughs and crusts, or go all out and make them from scratch using our foolproof methods. No matter what kind of baker you are, you'll be inspired by the irresistible flavors, from everyday biscuits to showstopping breads, including: Quick breads, scones, biscuits, and pastries: Turn scones savory with panch phoran, an Indian spice blend with cumin, fennel, and mustard seeds. Bake the flakiest biscuits

Each book in this unique Maths Mastery series developed by experts covers all the essential skills for children in the first stages of their maths journey. Every topic is supported by clear examples and helpful hints to encourage proficiency. Aimed at children aged 7-8, this full-colour book will help your child to learn times tables and to multiply and divide two-digit numbers, using a range of different methods.

Should an employee be allowed to wear a religious symbol at work? Should a religious employer be allowed to impose constraints on employees' private lives for the sake of enforcing a religious work ethos? Should an employee or service provider be allowed, on religious grounds, to refuse to work with customers of the opposite sex or of a same-sex sexual orientation? This book explores how judges decide these issues and defends a democratic approach, which is conducive to a more democratic understanding of our vivre ensemble. The normative democratic approach proposed in this book is grounded on a sociological and historical analysis of two national stories of the relationships between law, religion, diversity and the State, the British (mainly English) and the French stories. The book then puts the democratic paradigm to the test, by looking at cases involving clashes between religious freedoms and competing rights in the workplace.Contrary to the current alternative between the "accomm

Deep Learning in Practice helps you learn how to develop and optimize a model for your projects using Deep Learning (DL) methods and architectures.Key features: Demonstrates a quick review on Python, NumPy, and TensorFlow fundamentals.Explains and provides examples of deploying TensorFlow and Keras in several projects.Explains the fundamentals of Artificial Neural Networks (ANNs).Presents several examples and applications of ANNs.Learning the most popular DL algorithms features.Explains and provides examples for the DL algorithms that are presented in this book.Analyzes the DL network's parameter and hyperparameters.Reviews state-of-the-art DL examples.Necessary and main steps for DL modeling.Implements a Virtual Assistant Robot (VAR) using DL methods.Necessary and fundamental information to choose a proper DL algorithm.Gives instructions to learn how to optimize your DL model IN PRACTICE.This book is useful for undergraduate and graduate students, as well as practitioners in industry

Statistical Methods for Reliability Data, Second Edition (SMRD2) is an essential guide to the most widely used and recently developed statistical methods for reliability data analysis and reliability test planning. Written by three experts in the area, SMRD2 updates and extends the long- established statistical techniques and shows how to apply powerful graphical, numerical, and simulation-based methods to a range of applications in reliability. SMRD2 is a comprehensive resource that describes maximum likelihood and Bayesian methods for solving practical problems that arise in product reliability and similar areas of application. SMRD2 illustrates methods with numerous applications and all the data sets are available on the book’s website. Also, SMRD2 contains an extensive collection of exercises that will enhance its use as a course textbook.The SMRD2's website contains valuable resources, including R packages, Stan model codes, presentation slides, technical notes, information about

Qualitative comparative methods – and specifically controlled qualitative comparisons – are central to the study of politics. They are not the only kind of comparison, though, that can help us better understand political processes and outcomes. Yet there are few guides for how to conduct non-controlled comparative research. This volume brings together chapters from more than a dozen leading methods scholars from across the discipline of political science, including positivist and interpretivist scholars, qualitative methodologists, mixed-methods researchers, ethnographers, historians, and statisticians. Their work revolutionizes qualitative research design by diversifying the repertoire of comparative methods available to students of politics, offering readers clear suggestions for what kinds of comparisons might be possible, why they are useful, and how to execute them. By systematically thinking through how we engage in qualitative comparisons and the kinds of insights those comparis

Qualitative comparative methods – and specifically controlled qualitative comparisons – are central to the study of politics. They are not the only kind of comparison, though, that can help us better understand political processes and outcomes. Yet there are few guides for how to conduct non-controlled comparative research. This volume brings together chapters from more than a dozen leading methods scholars from across the discipline of political science, including positivist and interpretivist scholars, qualitative methodologists, mixed-methods researchers, ethnographers, historians, and statisticians. Their work revolutionizes qualitative research design by diversifying the repertoire of comparative methods available to students of politics, offering readers clear suggestions for what kinds of comparisons might be possible, why they are useful, and how to execute them. By systematically thinking through how we engage in qualitative comparisons and the kinds of insights those comparis

Designed as a textbook for a one or two-term introduction to mathematical statistics for students training to become data scientists, Foundations of Statistics for Data Scientists: With R and Python is an in-depth presentation of the topics in statistical science with which any data scientist should be familiar, including probability distributions, descriptive and inferential statistical methods, and linear modelling. The book assumes knowledge of basic calculus, so the presentation can focus on 'why it works' as well as 'how to do it.' Compared to traditional "mathematical statistics" textbooks, however, the book has less emphasis on probability theory and more emphasis on using software to implement statistical methods and to conduct simulations to illustrate key concepts. All statistical analyses in the book use R software, with an appendix showing the same analyses with Python.The book also introduces modern topics that do not normally appear in mathematical statistics texts but ar

From Mo Willems, creator of the revolutionary, award-winning, best-selling Elephant & Piggie books, comes this breakout beginning-reader series, Unlimited Squirrels.An ensemble cast of Squirrels,

This volume provides individual treatments of the major molluscan taxa. Each chapter provides an overview of the evolution, phylogeny and classification of a group of molluscs, as well as more specifi

Handbook of Statistical Methods for Randomized Controlled Trials

'Maths- No Problem! Level 2 Addition and Subtraction, Ages 5-7 (Key Stage 1)'. Each book in this unique Maths Mastery series developed by experts covers all the essential skills for children in the first stages of their maths journey. Every topic is supported by clear examples and helpful hints to encourage proficiency. Aimed at children aged 5-7, this full-colour book will help your child develop a knowledge of simple adding and subtracting, using a range of different methods.

Hypermetric Manipulations in Haydn and Mozart offers a systematic classification of hypermetrical irregularities in relation to phrase structure. It also offers a comprehensive account of the ways in

Bald eagles, bees, and bats all fly. But a bee is an insect. A bat is a mammal. And a bald eagle is a bird! Why are these animals sorted into different groups? Let’s investigate animal classification!

Bald eagles, bees, and bats all fly. But a bee is an insect. A bat is a mammal. And a bald eagle is a bird! Why are these animals sorted into different groups? Let’s investigate animal classification!

Covers the entire breadth of work in intermittent demand forecasting and the very latest research findings in the following topics: time series (parametric) methods bootstrapping, both parametric and

Understanding the underlying principles of statistical techniques and effectively applying statistical methods can be challenging for researchers at all stages of their career. This concise, practical guide uses a simple, engaging approach to take scientists and clinicians working in laboratory-based life science and medical research through the steps of choosing and implementing appropriate statistical methods to analyse results. The author draws on her extensive experience of advising students and researchers over the past 30 years, breaking down complex concepts into easy-to-understand units. Practical examples using free online statistical tools are included throughout, with illustrations and diagrams employed to keep jargon to a minimum. Sample size calculations and considerations are covered in depth, and the book refers to types of data from experiments that clinicians and lab-based scientists are likely to encounter. Straightforward, accessible and encouraging throughout, this

Understanding the underlying principles of statistical techniques and effectively applying statistical methods can be challenging for researchers at all stages of their career. This concise, practical guide uses a simple, engaging approach to take scientists and clinicians working in laboratory-based life science and medical research through the steps of choosing and implementing appropriate statistical methods to analyse results. The author draws on her extensive experience of advising students and researchers over the past 30 years, breaking down complex concepts into easy-to-understand units. Practical examples using free online statistical tools are included throughout, with illustrations and diagrams employed to keep jargon to a minimum. Sample size calculations and considerations are covered in depth, and the book refers to types of data from experiments that clinicians and lab-based scientists are likely to encounter. Straightforward, accessible and encouraging throughout, this

Understand multiphase flows using multidisciplinary knowledge in physical principles, modelling theories, and engineering practices. This essential text methodically introduces the important concepts, governing mechanisms, and state-of-the-art theories, using numerous real-world applications, examples, and problems. Covers all major types of multiphase flows, including gas-solid, gas-liquid (sprays or bubbling), liquid-solid, and gas-solid-liquid flows. Introduces the volume-time-averaged transport theorems and associated Lagrangian-trajectory modelling and Eulerian-Eulerian multi-fluid modelling. Explains typical computational techniques, measurement methods and four representative subjects of multiphase flow systems. Suitable as a reference for engineering students, researchers, and practitioners, this text explores and applies fundamental theories to the analysis of system performance using a case-based approach.

Obtaining good quality sperm for in-vitro fertilization, ICSI, or for cryopreservation can be a major problem if a man suffers from medical conditions that preclude normal collection. Major advances in sperm retrieval and preparation techniques have been witnessed in recent years, allowing a better understanding of the contribution of the sperm to a couple's fertility. This Manual is a complete guide to sperm retrieval methods performed for men with azoospermia. Covering all the basic and advanced steps for implementation of these procedures, the Manual includes descriptions of the underlying science along with detailed, practical advice on methods, including tips for optimizing outcomes and trouble-shooting, using an evidence-based approach. This will be an invaluable resource for andrologists, urologists, embryologists, male fertility specialists, gynecologists, and other healthcare workers practising reproductive medicine. It is particularly valuable for reproductive laboratory per

A unique text integrating numerics, mathematics and applications to provide a hands-on approach to using optimization techniques, this mathematically accessible textbook emphasises conceptual understanding and importance of theorems rather than elaborate proofs. It allows students to develop fundamental optimization methods before delving into MATLAB®'s optimization toolbox, and to link MATLAB's results with the results from their own code. Following a practical approach, the text demonstrates several applications, from error-free analytic examples to truss (size) optimization, and 2D and 3D shape optimization, where numerical errors are inevitable. The principle of minimum potential energy is discussed to highlight the deep relationship between engineering and optimization. MATLAB code in every chapter illustrates key concepts and the text demonstrates the coupling between MATLAB and SOLIDWORKS® for design optimization. A wide variety of optimization problems are covered including con