Pattern Classification Using Ensemble Methods

This book is written for engineers and other practitioners using numerical methods in their work and serves as a textbook for courses in applied mathematics and numerical analysis.

Data-driven computational neuroscience facilitates the transformation of data into insights into the structure and functions of the brain. This introduction for researchers and graduate students is the first in-depth, comprehensive treatment of statistical and machine learning methods for neuroscience. The methods are demonstrated through case studies of real problems to empower readers to build their own solutions. The book covers a wide variety of methods, including supervised classification with non-probabilistic models (nearest-neighbors, classification trees, rule induction, artificial neural networks and support vector machines) and probabilistic models (discriminant analysis, logistic regression and Bayesian network classifiers), meta-classifiers, multi-dimensional classifiers and feature subset selection methods. Other parts of the book are devoted to association discovery with probabilistic graphical models (Bayesian networks and Markov networks) and spatial statistics with po

This book aims at transient analysis of welding thermal cycles using ANSYS explaining basic size of the element, welding speed, distance moved by the arc, and methods of simplification of the complex

With the most comprehensive and up-to-date overview of structure-based drug discovery and using experimental and computational approaches, this book covers principles, methods, applications, and emerg

Qualitative and Mixed Methods Data Analysis Using Dedoose®: A Practical Approach for Research Across the Social Sciences provides both new and experienced researchers with a guided introduction to dea

This book emphasizes various image shape feature extraction methods which are necessary for image shape recognition and classification. Focussing on a shape feature extraction technique used in conten

Using Stata for Statistical Analysis, Third Edition is a supplemental book for undergraduate and graduate level courses in research methods and statistical analysis where Stata is used. It can be appl

Qualitative Comparative Analysis in Mixed Methods Research and Evaluation provides a user-friendly introduction for using Qualitative Comparative Analysis (QCA) as part of a mixed methods approach to

Pattern making, patternmaking, pattern cutting, or flat patterning, are all words that describe the process of creating a two-dimensional diagram or template of a garment, drafted on a flat surface fr

This book aims to provide examples of applications of atomic force microscopy (AFM) using biological samples, showing different methods for AFM sample preparation, data acquisition and processing, and

A new edition of this popular text on robust statistics, thoroughly updated to include new and improved methods and focus on implementation of methodology using the increasingly popular open-source so

This gives an introduction to using Green's function integral equation methods (GFIEMs) for solving scattering problems in nano-optics. The book covers types of integral equation methods for 1D, 2D, a

The WHO Classification of Skin Tumours is the 11th volume in the 4th edition of the WHO series on the classification of human tumours. The series (also known as the Blue Books) has long been regarded

The WHO Classification of Tumours of the Eye is the 12th and final volume in the 4th edition of the WHO series on the classification of human tumours. The series (also known as the Blue Books) has lo

This volume explores the latest methods used to study and define serpin molecular structure, basic protease inhibition, serpin targets, and the roles of serpin in biology and disease using animal mode

A comprehensive treatment of systems and software testing using state of the art methods and tools This book provides valuable insights into state of the art software testing methods and explains, wit

This book offers a comprehensive overview of ensemble learning in the field of feature selection (FS), which consists of combining the output of multiple methods to obtain better results than any sing

Library cataloging is a collection of methods that allow for the categorization and classification of resources of a library. This facilitates browsing for material related to any particular field. Cl

Pattern cutting, or pattern making, is an essential yet complex skill for every fashion designer to master. Pattern Cutting: The Architecture of Fashion demystifies the pattern cutting process and cle

This book covers numerical methods for stochastic partial differential equations with white noise using the framework of Wong-Zakai approximation. The book begins with some motivational and background

Health Econometrics Using Stata by Partha Deb, Edward C. Norton, and Willard G. Manning provides an excellent overview of the methods used to analyze data on healthcare expenditure and use. Aimed at r

A Practical Guide to Library of Congress Classification is a hands-on introduction to LC Classification. It examines each part of the LCC call number, how it’s assembled, and guides the reader through

A Practical Guide to Library of Congress Classification is a hands-on introduction to LC Classification. It examines each part of the LCC call number, how it’s assembled, and guides the reader through

This is the second of a two-part guide to quantitative analysis using the IBM SPSS Statistics software package; this volume focuses on multivariate statistical methods and advanced forecasting techniq

Quantitative Methods in Archaeology Using R is the first hands-on guide to using the R statistical computing system written specifically for archaeologists. It shows how to use the system to analyze many types of archaeological data. Part I includes tutorials on R, with applications to real archaeological data showing how to compute descriptive statistics, create tables, and produce a wide variety of charts and graphs. Part II addresses the major multivariate approaches used by archaeologists, including multiple regression (and the generalized linear model); multiple analysis of variance and discriminant analysis; principal components analysis; correspondence analysis; distances and scaling; and cluster analysis. Part III covers specialized topics in archaeology, including intra-site spatial analysis, seriation, and assemblage diversity.

Quantitative Methods in Archaeology Using R is the first hands-on guide to using the R statistical computing system written specifically for archaeologists. It shows how to use the system to analyze many types of archaeological data. Part I includes tutorials on R, with applications to real archaeological data showing how to compute descriptive statistics, create tables, and produce a wide variety of charts and graphs. Part II addresses the major multivariate approaches used by archaeologists, including multiple regression (and the generalized linear model); multiple analysis of variance and discriminant analysis; principal components analysis; correspondence analysis; distances and scaling; and cluster analysis. Part III covers specialized topics in archaeology, including intra-site spatial analysis, seriation, and assemblage diversity.

A comprehensive guide to using energy principles and variational methods for solving problems in solid mechanics This book provides a systematic, highly practical introduction to the use of energy pri

Immunosensing for Detection of Protein Biomarkers not only introduces the principles, methods, and classification of immunoassay, but also presents the latest achievements in areas such as electrochem

This monograph introduces novel methods for the control and navigation of mobile robots using multiple-1-d-view models obtained from omni-directional cameras. This approach overcomes field-of-view and

This book provides a comprehensive collection of methods and approaches for using formal methods within Human-Computer Interaction (HCI) research, the use of which is a prerequisite for usability and

This book teaches you to design and develop data mining applications using a variety of datasets, starting with basic classification and affinity analysis. This book covers a large number of libraries

The Compendium of Classification Opinions includes a list of the most significant/difficult classification decisions taken by the Harmonized System Committee and adopted by the World Customs Organizat

The latest book based on the popular Print & Pattern blog, Print & Pattern: Nature celebrates beautiful surface designs, patterns, and motifs of leaves, insects, grasses, butterflies, and trees. Produ

Qualitative Research Methods in Human Geography is a comprehensive, practical guide to understanding and conducting qualitative research in human geography. Using a unique "how-to" approach to focus o

This edited collection provides a comprehensive overview of ethical issues associated with visual research methods. Considering the work of researchers across a range of disciplines using visual metho

This volume details experimental approaches used to investigate phagocytosis and phagosome maturation. Chapters present methods and protocols on quantifying uptake and phagosome maturation using bioph

Using formulas simple enough to be applied using a pocket calculator, this book presents analytical methods for transient analysis. It examines the theory of numerical simulation methods, such as the

It's the only tunic pattern you'll ever need! A graded bodice pattern with alternate neck plackets, collars, and sleeves provides many unique, ready-to-wear fashions. From everyday casual to preppy ch

This comprehensive encyclopedia covers all aspects of computer science, engineering, and technology. Its scope of work is structured using the ACM Computing Classification System (CCS) first published

Financial Econometrics Using Stata is an essential reference for graduate students, researchers, and practitioners who use Stata to perform intermediate or advanced methods. After discussing the chara