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Subspace Learning of Neural Networks (Automation and Control Engineering)
by Jian Cheng Lv Zhang Yi Jiliu ZhouUsing real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors.
A Primer on Wavelets and Their Scientific Applications (Studies in Advanced Mathematics)
by James S. WalkerIn the first edition of his seminal introduction to wavelets, James S. Walker informed us that the potential applications for wavelets were virtually unlimited. Since that time thousands of published papers have proven him true, while also necessitating the creation of a new edition of his bestselling primer. Updated and fully revised to include th
Localization and Perturbation of Zeros of Entire Functions (Lecture Notes in Pure and Applied Mathematics)
by Michael Gil'One of the most important problems in the theory of entire functions is the distribution of the zeros of entire functions. Localization and Perturbation of Zeros of Entire Functions is the first book to provide a systematic exposition of the bounds for the zeros of entire functions and variations of zeros under perturbations. It also offers a new a
Time Series Modelling with Unobserved Components
by Matteo M. PelagattiDespite the unobserved components model (UCM) having many advantages over more popular forecasting techniques based on regression analysis, exponential smoothing, and ARIMA, the UCM is not well known among practitioners outside the academic community. Time Series Modelling with Unobserved Components rectifies this deficiency by giving a practical o
Acute Care of the Cancer Patient
by Thomas W. Feeley Allen W. Burton Bernhard J. Riedel Andrew D. Shaw Alan I. FieldsDrawing on the real-world experience of leading experts in oncological medicine, this reference serves as an invaluable source of guidance for anyone specializing in the care of acutely ill cancer patients-providing quick reference to effective techniques, therapies, and approaches for surgical, medical, pediatric, pain, and general oncology issues
Public Financial Management (Public Administration and Public Policy)
by Howard A. FrankPublic Financial Management covers the five major pillars of this sub-discipline of public administration: context, public finance, retirement systems, performance measurement and budgeting, and international perspectives. This text offers practitioners information valuable in their day-to-day operations, while also providing students in public adm
Urban Sound Environment
by Jian KangOver the past two decades there have been many major new developments in the field of urban sound environment. Jian Kang introduces and examines these key developments, including:the development of prediction methods for urban sound propagationestablishment and application of noise-mapping softwarenew noise control measures and design methods.Also
Quasilinear Hyperbolic Systems, Compressible Flows, and Waves
by Vishnu D. SharmaFilled with practical examples, Quasilinear Hyperbolic Systems, Compressible Flows, and Waves presents a self-contained discussion of quasilinear hyperbolic equations and systems with applications. It emphasizes nonlinear theory and introduces some of the most active research in the field.After linking continuum mechanics and quasilinear partial di
Introduction to Logic Design
by Svetlana N. Yanushkevich Vlad P. ShmerkoWith an abundance of insightful examples, problems, and computer experiments, Introduction to Logic Design provides a balanced, easy-to-read treatment of the fundamental theory of logic functions and applications to the design of digital devices and systems. Requiring no prior knowledge of electrical circuits or electronics, it supplies the
Student Handbook for Discrete Mathematics with Ducks: SRRSLEH
by sarah-marie belcastroStudent Handbook for Discrete Mathematics with Ducks is a Student Reference, Review, Supplemental Learning, and Example Handbook (SRRSLEH) that mirrors the content of the author's popular textbook Discrete Mathematics with Ducks (DMwD). This handbook provides a review of key material, illustrative examples, and new problems with accompanying soluti
Ensemble Methods: Foundations and Algorithms (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
by Zhi-Hua ZhouAn up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. It gives you the necessary groundwork to carry out further research in this evolving field.After presenting background and terminology, the book cover
Data Analysis and Approximate Models: Model Choice, Location-Scale, Analysis of Variance, Nonparametric Regression and Image Analysis (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
by Patrick Laurie DaviesThe First Detailed Account of Statistical Analysis That Treats Models as ApproximationsThe idea of truth plays a role in both Bayesian and frequentist statistics. The Bayesian concept of coherence is based on the fact that two different models or parameter values cannot both be true. Frequentist statistics is formulated as the problem of estimating
Physical Components of Tensors (Applied and Computational Mechanics)
by Wolf Altman Antonio Marmo OliveiraIllustrating the important aspects of tensor calculus, and highlighting its most practical features, Physical Components of Tensors presents an authoritative and complete explanation of tensor calculus that is based on transformations of bases of vector spaces rather than on transformations of coordinates. Written with graduate students, professors, and researchers in the areas of elasticity and shell theories in mind, this text focuses on the physical and nonholonomic components of tensors and applies them to the theories. It establishes a theory of physical and anholonomic components of tensors and applies the theory of dimensional analysis to tensors and (anholonomic) connections. This theory shows the relationship and compatibility among several existing definitions of physical components of tensors when referred to nonorthogonal coordinates. The book assumes a basic knowledge of linear algebra and elementary calculus, but revisits these subjects and introduces the mathematical backgrounds for the theory in the first three chapters. In addition, all field equations are also given in physical components as well.Comprised of five chapters, this noteworthy text: Deals with the basic concepts of linear algebra, introducing the vector spaces and the further structures imposed on them by the notions of inner products, norms, and metrics Focuses on the main algebraic operations for vectors and tensors and also on the notions of duality, tensor products, and component representation of tensors Presents the classical tensor calculus that functions as the advanced prerequisite for the development of subsequent chapters Provides the theory of physical and anholonomic components of tensors by associating them to the spaces of linear transformations and of tensor products and advances two applications of this theory Physical Components of Tensors contains a comprehensive account of tensor calculus, and is an essential reference for graduate students or engineers concerned with solid and structural mechanics.
The Boundary Element Method: Applications in Sound and Vibration
by A. Ali C. RajakumarThe Boundary Element Method, or BEM, is a powerful numerical analysis tool with particular advantages over other analytical methods. With research in this area increasing rapidly and more uses for the method appearing, this timely book provides a full chronological review of all techniques that have been proposed so far, covering not only the funda
Handbook of HPLC (Chromatographic Science Series)
by Danilo CorradiniHigh performance liquid chromatography (HPLC) is one of the most widespread analytical and preparative scale separation techniques used for both scientific investigations and industrial and biomedical analysis. Now in its second edition, this revised and updated version of the Handbook of HPLC examines the new advances made in this field since the
Advances in Cognitive Ergonomics (Advances in Human Factors and Ergonomics Series)
by Guy Boy David B. KaberThe chapters in the book come from an international group of authors with diverse backgrounds including ergonomics, psychology, architecture, computer science, engineering, and sociology. Specific topics include biometric systems development, military command and control, cellular phone interface design, methodologies for workplace design, medical
Handbook of Organizational Behavior, Revised and Expanded (Public Administration and Public Policy)
by Robert T. GolembiewskiBuilding upon the strengths of the first edition while continuing to extend the influence and reach of organizational behavior (OB), the Second Edition of this groundbreaking reference/ text analyzes OB from a business marketing perspective-offering a thorough treatment of central, soon-to-be central, contiguous, and emerging topics of OB to facilitate greater viability and demand of OB practice. New edition incorporates more comparative perspectives throughout!Contributing to the dynamic, interdisciplinary state of OB theory and practice, the Handbook of Organizational Behavior, Second Editioncomprehensively covers strategic and critical issues of the OB field with descriptive analyses and full documentation details the essential principles defining core OB such as organizational design, structure, culture, leadership theory, and risk taking advances solutions to setting operational definitions throughout the field comparatively discusses numerous situations and variables to provide clarity to mixed or inconclusive research findings utilizes cross-cultural approaches to examine recent issues concerning race, ethnicity, and gender reevaluates value standards and paradigms of change in OB investigates cross-national examples of OB development, including case studies from the United States and India and much more!Written by 45 worldwide specialists and containing over 3500 references, tables, drawings, and equations, the Handbook of Organizational Behavior, Second Edition is a definitive reference for public administrators, consultants, organizational behavior specialists, behavioral psychologists, political scientists, and sociologists, as well as a necessary and worthwhile text for upper-level undergraduate and graduate students taking organizational behavior courses in the departments of public administration, psychology, management, education, and sociology.
Special Integrals of Gradshteyn and Ryzhik: the Proofs - Volume II
by Victor H. MollA Guide to the Evaluation of IntegralsSpecial Integrals of Gradshetyn and Ryzhik: the Proofs provides self-contained proofs of a variety of entries in the frequently used table of integrals by I.S. Gradshteyn and I.M. Ryzhik. The book gives the most elementary arguments possible and uses Mathematica to verify the formulas. You will discover the bea
Reflexion and Control: Mathematical Models (Communications in Cybernetics, Systems Science and Engineering)
by Dmitry A. Novikov Alexander G. ChkhartishviliThis book is dedicated to modern approaches to mathematical modeling of reflexive processes in control. The authors consider reflexive games that describe the gametheoretical interaction of agents making decisions based on a hierarchy of beliefs regarding (1) essential parameters (informational reflexion), (2) decision principles used by opponents
Concrete Solutions 2011
by Viktor Mechtcherine Michael Grantham Ulrich SchneckThe Concrete Solutions series of International Conferences on Concrete Repair began in 2003, with a conference held in St. Malo, France in association with INSA Rennes, followed by the second conference in 2006 ( with INSA again, at St. Malo, France), and the third conference in 2009 (in Padova and Venice, in association with the University of Pado
Computing, Control, Information and Education Engineering: Proceedings of the 2015 Second International Conference on Computer, Intelligent and Education Technology (CICET 2015), April 11-12, 2015, Guilin, P.R. China
by Wen-Pei Sung Hsiang-Chuan Liu Wenli-YaoThis proceedings set contains selected Computer, Information and Education Technology related papers from the 2015 International Conference on Computer, Intelligent Computing and Education Technology (CICET 2015), to be held April 11-12, 2015 in Guilin, P.R. China. The proceedings aims to provide a platform for researchers, engineers and academics
Behaviour of Steel Structures in Seismic Areas: STESSA 2012
by Federico Mazzolani Ricardo HerreraBehaviour of Steel Structures in Seismic Areas is a comprehensive overview of recent developments in the field of seismic resistant steel structures. It comprises a collection of papers presented at the seventh International Specialty Conference STESSA 2012 (Santiago, Chile, 9-11 January 2012), and includes the state-of-the-art in both theore
Pearls of Discrete Mathematics (Discrete Mathematics and Its Applications)
by Martin EricksonMethods Used to Solve Discrete Math ProblemsInteresting examples highlight the interdisciplinary nature of this areaPearls of Discrete Mathematics presents methods for solving counting problems and other types of problems that involve discrete structures. Through intriguing examples, problems, theorems, and proofs, the book illustrates the relation
Hybrid Simulation: Theory, Implementation and Applications
by Victor Saouma Mettupulayam SivaselvanHybrid Simulation: Theory, Implementation and Applications deals with a rapidly evolving technology combining computer simulation (typically finite element) and physical laboratory testing of two complementary substructures. It is a multidisciplinary technology which relies heavily on control theory, computer science, numerical techniques and finds applications in aerospace, civil, and mechanical engineering.
Dark Matter: An Introduction
by Debasish MajumdarDark Matter: An Introduction tackles the rather recent but fast-growing subject of astroparticle physics, encompassing three main areas of fundamental physics: cosmology, particle physics, and astrophysics. Accordingly, the book discusses symmetries, conservation laws, relativity, and cosmological parameters and measurements, as well as the astroph