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Author : Jianxin Wu
Publisher : Cambridge University Press
Page : 401 pages
File Size : 54,7 Mb
Release : 2020-11-19
Category : Computers
ISBN : 9781108483469
An accessible undergraduate introduction to the concepts and methods in pattern recognition, machine learning and deep learning.
Author : Jürgen Beyerer,Matthias Richter,Matthias Nagel
Publisher : Walter de Gruyter GmbH & Co KG
Page : 311 pages
File Size : 49,5 Mb
Release : 2017-12-04
Category : Computers
ISBN : 9783110537963
The book offers a thorough introduction to Pattern Recognition aimed at master and advanced bachelor students of engineering and the natural sciences. Besides classification - the heart of Pattern Recognition - special emphasis is put on features, their typology, their properties and their systematic construction. Additionally, general principles that govern Pattern Recognition are illustrated and explained in a comprehensible way. Rather than presenting a complete overview over the rapidly evolving field, the book is to clarifies the concepts so that the reader can easily understand the underlying ideas and the rationale behind the methods. For this purpose, the mathematical treatment of Pattern Recognition is pushed so far that the mechanisms of action become clear and visible, but not farther. Therefore, not all derivations are driven into the last mathematical detail, as a mathematician would expect it. Ideas of proofs are presented instead of complete proofs. From the authors’ point of view, this concept allows to teach the essential ideas of Pattern Recognition with sufficient depth within a relatively lean book. Mathematical methods explained thoroughly Extremely practical approach with many examples Based on over ten years lecture at Karlsruhe Institute of Technology For students but also for practitioners
Author : Wladyslaw Homenda,Witold Pedrycz
Publisher : John Wiley & Sons
Page : 320 pages
File Size : 47,9 Mb
Release : 2018-02-09
Category : Technology & Engineering
ISBN : 9781119302834
A new approach to the issue of data quality in pattern recognition Detailing foundational concepts before introducing more complex methodologies and algorithms, this book is a self-contained manual for advanced data analysis and data mining. Top-down organization presents detailed applications only after methodological issues have been mastered, and step-by-step instructions help ensure successful implementation of new processes. By positioning data quality as a factor to be dealt with rather than overcome, the framework provided serves as a valuable, versatile tool in the analysis arsenal. For decades, practical need has inspired intense theoretical and applied research into pattern recognition for numerous and diverse applications. Throughout, the limiting factor and perpetual problem has been data—its sheer diversity, abundance, and variable quality presents the central challenge to pattern recognition innovation. Pattern Recognition: A Quality of Data Perspective repositions that challenge from a hurdle to a given, and presents a new framework for comprehensive data analysis that is designed specifically to accommodate problem data. Designed as both a practical manual and a discussion about the most useful elements of pattern recognition innovation, this book: Details fundamental pattern recognition concepts, including feature space construction, classifiers, rejection, and evaluation Provides a systematic examination of the concepts, design methodology, and algorithms involved in pattern recognition Includes numerous experiments, detailed schemes, and more advanced problems that reinforce complex concepts Acts as a self-contained primer toward advanced solutions, with detailed background and step-by-step processes Introduces the concept of granules and provides a framework for granular computing Pattern recognition plays a pivotal role in data analysis and data mining, fields which are themselves being applied in an expanding sphere of utility. By facing the data quality issue head-on, this book provides students, practitioners, and researchers with a clear way forward amidst the ever-expanding data supply.
Author : Robyn E. O'Hehir,Stephen T Holgate,Gurjit K. Khurana Hershey,Aziz Sheikh
Publisher : Elsevier Health Sciences
Page : 336 pages
File Size : 40,8 Mb
Release : 2021-12-16
Category : Medical
ISBN : 9780323809139
Perfect for clinicians in both primary and secondary care settings, Allergy Essentials, 2nd Edition, covers the information you need most in your daily practice, with a strong emphasis on disease diagnosis and management. In one concise, convenient volume, it covers all common allergies in children and adults, offering authoritative content from the world’s leading allergy experts in conjunction with primary care/family practitioners for a practical, balanced approach. You’ll find up-to-date information on everything from basic immunology and physiology to new medications, new therapies, and individualized treatment options, allowing you to confidently integrate these changes into your practice. Offers a practical approach to evaluation, differential diagnosis, and treatment of allergic disorders, focused specifically on what the non-specialist needs to know for everyday practice. Includes new content on allergen-specific immunotherapy as well as a new chapter on precision medicine. Covers the most recent allergy tests, including blood tests, and includes current discussions of biologicals as therapeutics. Provides focused, relevant information on basic immunology and physiology, epidemiology, and allergens. Begins each chapter with a handy summary of key concepts to help you quickly identify important information. Authored by the same internationally recognized experts that produce Middleton’s Allergy, the definitive text in the field. An ideal resource for primary care providers who are increasingly seeing and treating patients with allergic conditions as well as allergists who need a concise and current practice reference.
Author : Robert A. Baron
Publisher : Edward Elgar Publishing
Page : 387 pages
File Size : 54,6 Mb
Release : 2014-03-28
Category : Business & Economics
ISBN : 9781783471799
Entrepreneurs are, in essence, individuals who take action to convert their ideas into reality. Doing so involves completing many steps; Robert Baron describes these steps, and provides guidance for performing them successfully. To do so, it incorporat
Author : J. P. Marques de Sá
Publisher : Springer Science & Business Media
Page : 344 pages
File Size : 44,9 Mb
Release : 2001
Category : Computer simulation
ISBN : 3540422978
CD-ROM contains: Datasets -- Software tools.
Author : Takamichi Nakamoto
Publisher : John Wiley & Sons
Page : 456 pages
File Size : 53,6 Mb
Release : 2016-05-03
Category : Technology & Engineering
ISBN : 9781118768518
Essentials of Machine Olfaction and Taste This book provides a valuable information source for olfaction and taste which includes a comprehensive and timely overview of the current state of knowledge of use for olfaction and taste machines Presents original, latest research in the field, with an emphasis on the recent development of human interfacing Covers the full range of artificial chemical senses including olfaction and taste, from basic through to advanced level Timely project in that mobile robots, olfactory displays and odour recorders are currently under research, driven by commercial demand
Author : Ramswaroop Singh Chauhan
Publisher : Springer Nature
Page : 660 pages
File Size : 44,5 Mb
Release : 2024-06-27
Category : Electronic
ISBN : 9789819927180
Author : William Gibson
Publisher : Penguin UK
Page : 419 pages
File Size : 48,7 Mb
Release : 2004-06-24
Category : Fiction
ISBN : 9780141904467
'Part-detective story, part-cultural snapshot . . . all bound by Gibson's pin-sharp prose' Arena -------------- THE FIRST NOVEL IN THE BLUE ANT TRILIOGY - READ ZERO HISTORY AND SPOOK COUNTRY FOR MORE Cayce Pollard has a new job. She's been offered a special project: track down the makers of an addictive online film that's lighting up the internet. Hunting the source will take her to Tokyo and Moscow and put her in the sights of Japanese hackers and Russian Mafia. She's up against those who want to control the film, to own it - who figure breaking the law is just another business strategy. The kind of people who relish turning the hunter into the hunted . . . A gripping spy thriller by William Gibson, bestselling author of Neuromancer. Part prophesy, part satire, Pattern Recognition skewers the absurdity of modern life with the lightest and most engaging of touches. Readers of Neal Stephenson, Ray Bradbury and Iain M. Banks won't be able to put this book down. -------------- 'Fast, witty and cleverly politicized' Guardian 'A big novel, full of bold ideas . . . races along like an expert thriller' GQ 'Dangerously hip. Its dialogue and characterization will amaze you. A wonderfully detailed, reckless journey of espionage and lies' USA Today 'A compelling, humane story with a sympathetic heroine searching for meaning and consolation in a post-everything world' Daily Telegraph 'Electric, profound. Gibson's descriptions of Tokyo, Russia and London are surreally spot-on' Financial Times
Author : Robert A. Baron,Keith M. Hmieleski
Publisher : Edward Elgar Publishing
Page : 384 pages
File Size : 43,7 Mb
Release : 2018-04-27
Category : Business & Economics
ISBN : 9781788115896
Drawing on their own creativity, energy, and personal experience, entrepreneurs identify and seek to fill needs not currently being met by existing products or services. By doing so, they create financial/and or social value. This text examines all phases of the entrepreneurial process: ideas for something new and better than what currently exists, determining whether these ideas suggest viable business opportunities, obtaining needed financial and human resources, securing intellectual property protection, launching the new venture, developing strategies for gaining and maintaining competitive advantage, and building a customer base. In discussing these and other topics, the text draws on research findings that help identify variables that play a role in entrepreneurs’ effective performance of these tasks, and so–ultimately–in their success.
Author : Ulisses Braga-Neto
Publisher : Springer Nature
Page : 357 pages
File Size : 41,7 Mb
Release : 2020-09-10
Category : Computers
ISBN : 9783030276560
Fundamentals of Pattern Recognition and Machine Learning is designed for a one or two-semester introductory course in Pattern Recognition or Machine Learning at the graduate or advanced undergraduate level. The book combines theory and practice and is suitable to the classroom and self-study. It has grown out of lecture notes and assignments that the author has developed while teaching classes on this topic for the past 13 years at Texas A&M University. The book is intended to be concise but thorough. It does not attempt an encyclopedic approach, but covers in significant detail the tools commonly used in pattern recognition and machine learning, including classification, dimensionality reduction, regression, and clustering, as well as recent popular topics such as Gaussian process regression and convolutional neural networks. In addition, the selection of topics has a few features that are unique among comparable texts: it contains an extensive chapter on classifier error estimation, as well as sections on Bayesian classification, Bayesian error estimation, separate sampling, and rank-based classification. The book is mathematically rigorous and covers the classical theorems in the area. Nevertheless, an effort is made in the book to strike a balance between theory and practice. In particular, examples with datasets from applications in bioinformatics and materials informatics are used throughout to illustrate the theory. These datasets are available from the book website to be used in end-of-chapter coding assignments based on python and scikit-learn. All plots in the text were generated using python scripts, which are also available on the book website.
Author : Tommie Norris
Publisher : Lippincott Williams & Wilkins
Page : 3379 pages
File Size : 41,8 Mb
Release : 2019-10-17
Category : Medical
ISBN : 9781975107208
Vital Disease Information for Your Success in Nursing Ready yourself for the realities of professional nursing practice with this proven approach to pathophysiology. Distilling need-to-know disease content in a clear, accessible format, Porth’sEssentials of Pathophysiology offers concise yet complete coverage of how the body works to help you establish the scientific foundation essential to success in your nursing career. Approachable presentation builds understanding from basic to advanced concepts and defines key terms as you progress. “Chunked” content--including Learning Objectives, Key Points boxes, and Summary Concepts sections--highlights critical points for reflection. Full-color illustrations clarify the clinical manifestations of diseases and disease processes. Review Exercises at the end of each chapter test your retention and identify areas for further study. References provide fast, efficient access to normal laboratory values in both conventional and SI units, as well as a comprehensive glossary. Narrated animations referenced by icons in the text and available online enhance your understanding of the most challenging and clinically relevant concepts.
Author : Vasantha Kalyani David,S. Rajasekaran
Publisher : Springer
Page : 184 pages
File Size : 43,5 Mb
Release : 2010-11-16
Category : Mathematics
ISBN : 3642114229
The concept of pattern is universal in intelligence. This book recounts recent progress in pattern recognition using neural networks and functional networks, including wavelet transforms in the context of handwritten characters, gestures and signatures.
Author : Geoffrey S. Ginsburg,Huntington F Willard
Publisher : Academic Press
Page : 850 pages
File Size : 51,9 Mb
Release : 2009-10-02
Category : Science
ISBN : 0080958117
Derived from the comprehensive two-volume set, Genomic and Personalized Medicine also edited by Drs. Willard and Ginsburg, this work serves the needs of the evolving population of scientists, researchers, practitioners and students that are embracing one of the most promising avenues for advances in diagnosis, prevention and treatment of human disease. From principles, methodology and translational approaches to genome discoveries and clinical applications, Essentials of Genomic and Personalized Medicine will be a valuable resource for various professionals and students across medical disciplines, including human genetics and genomics, oncology, neuroscience, gene therapy, molecular medicine, pharmacology, and biomedical sciences. Updates with regard to diagnostic testing, pharmacogenetics, predicting disease susceptibility, and other important research components as well as chapters dedicated to cardiovascular disease, oncology, inflammatory disease, metabolic disease, neuropsychiatric disease, and infectious disease, present this book as an essential tool for a variety of professionals and students who are endeavouring into the developing the diverse and practical field of genomic and personalized medicine. * Full color throughout * Includes contributions on genetic counselling, ethical, legal/regulatory, and social issues related to the practice of genomic medicine from leaders in the field * Introductory chapter highlights differences between personalized and traditional medicine, promising areas of current research, and challenges to incorporate the latest research discoveries and practice * Ancillary material includes case studies and lab questions which highlight the collaborative approach to the science
Author : Sergios Theodoridis,Konstantinos Koutroumbas
Publisher : Elsevier
Page : 689 pages
File Size : 41,6 Mb
Release : 2003-05-15
Category : Technology & Engineering
ISBN : 008051362X
Pattern recognition is a scientific discipline that is becoming increasingly important in the age of automation and information handling and retrieval. Patter Recognition, 2e covers the entire spectrum of pattern recognition applications, from image analysis to speech recognition and communications. This book presents cutting-edge material on neural networks, - a set of linked microprocessors that can form associations and uses pattern recognition to "learn" -and enhances student motivation by approaching pattern recognition from the designer's point of view. A direct result of more than 10 years of teaching experience, the text was developed by the authors through use in their own classrooms. *Approaches pattern recognition from the designer's point of view *New edition highlights latest developments in this growing field, including independent components and support vector machines, not available elsewhere *Supplemented by computer examples selected from applications of interest
