Recovery Methodologies Regularization And Sampling

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Recovery Methodologies: Regularization and Sampling

Willi Freeden,M. Zuhair Nashed
Recovery Methodologies Regularization and Sampling Book PDF

Author : Willi Freeden,M. Zuhair Nashed
Publisher : American Mathematical Society
Page : 505 pages
File Size : 42,9 Mb
Release : 2023-08-21
Category : Mathematics
ISBN : 9781470473457

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Recovery Methodologies: Regularization and Sampling by Willi Freeden,M. Zuhair Nashed Pdf

The goal of this book is to introduce the reader to methodologies in recovery problems for objects, such as functions and signals, from partial or indirect information. The recovery of objects from a set of data demands key solvers of inverse and sampling problems. Until recently, connections between the mathematical areas of inverse problems and sampling were rather tenuous. However, advances in several areas of mathematical research have revealed deep common threads between them, which proves that there is a serious need for a unifying description of the underlying mathematical ideas and concepts. Freeden and Nashed present an integrated approach to resolution methodologies from the perspective of both these areas. Researchers in sampling theory will benefit from learning about inverse problems and regularization methods, while specialists in inverse problems will gain a better understanding of the point of view of sampling concepts. This book requires some basic knowledge of functional analysis, Fourier theory, geometric number theory, constructive approximation, and special function theory. By avoiding extreme technicalities and elaborate proof techniques, it is an accessible resource for students and researchers not only from applied mathematics, but also from all branches of engineering and science.

Smart Energy for Transportation and Health in a Smart City

Chun Sing Lai,Loi Lei Lai,Qi Hong Lai
Smart Energy for Transportation and Health in a Smart City Book PDF

Author : Chun Sing Lai,Loi Lei Lai,Qi Hong Lai
Publisher : John Wiley & Sons
Page : 580 pages
File Size : 47,6 Mb
Release : 2022-12-13
Category : Technology & Engineering
ISBN : 9781119790334

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Smart Energy for Transportation and Health in a Smart City by Chun Sing Lai,Loi Lei Lai,Qi Hong Lai Pdf

A comprehensive review of the advances of smart cities’ smart energy, transportation, infrastructure, and health Smart Energy for Transportation and Health in a Smart City offers an essential guide to the functions, characteristics, and domains of smart cities and the energy technology necessary to sustain them. The authors—noted experts on the topic—include the theoretical underpinnings, the practical information, and the potential benefits for the development of smart cities. The book includes information on various financial models of energy storage, the management of networked micro-grids, coordination of virtual energy storage systems, reliability modeling and assessment of cyber space, and the development of a vehicle-to-grid voltage support. The authors review smart transportation elements such as the advanced metering infrastructure for electric vehicle charging, power system dispatching with plug-in hybrid electric vehicles, and the best practices for low power wide area network technologies. In addition, the book explores smart health that is based on the Internet of Things and smart devices that can help improve patient care processes and decrease costs while maintaining quality. This important resource: Examines the challenges and opportunities that arise with the development of smart cities Presents a state-of-the-art financial models of smart energy storage Clearly explores the elements of a smart city based on the advancement of information and communication technology Contains a review of advances in smart health for smart cities Includes a variety of real-life case studies that illustrate the various components of a smart city Written for practicing engineers and engineering students, Smart Energy for Transportation and Health in Smart Cities offers a practical guide to the various aspects that create a sustainable smart city.

Exploratory Potential Methods in Geothermal Power Generation

Willi Freeden,Helga Nutz
Exploratory Potential Methods in Geothermal Power Generation Book PDF

Author : Willi Freeden,Helga Nutz
Publisher : Springer Nature
Page : 224 pages
File Size : 43,6 Mb
Release : 2024
Category : Geology
ISBN : 9783031544125

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Exploratory Potential Methods in Geothermal Power Generation by Willi Freeden,Helga Nutz Pdf

The book provides the geoscientific context, that arises in gravimetric/magnetometric exploration. It essentially uses mathematics as a key technology for modeling issues on the basis of analysis and interpretation according to dense and precise gravitational/magnetic measurements. It is dedicated to surface and deep geology with potential data primarily of terrestrial origin. The book spans the interdisciplinary arc from geoengineering, especially geodesy, via geophysics to geomathematics and geology, and back again. It presents the recently published pioneering and groundbreaking multiscale mollifier methodologies realizing the bridging transfer from gravitational/magnetic measurements to approximative/numerical mollifier wavelet decorrelations with novel geologic prospects and layer-structure determination as outcome. Using the specific example of the German Saarland region, new important fields of application, especially for areas with mining-related cavities, will be opened up and subjected to an in-depth geologic detection.

Automorphic Forms Beyond $mathrm {GL}_2$

Ellen Elizabeth Eischen,Wee Teck Gan,Aaron Pollack,Zhiwei Yun
Automorphic Forms Beyond mathrm GL 2 Book PDF

Author : Ellen Elizabeth Eischen,Wee Teck Gan,Aaron Pollack,Zhiwei Yun
Publisher : American Mathematical Society
Page : 199 pages
File Size : 48,5 Mb
Release : 2024-03-26
Category : Mathematics
ISBN : 9781470474928

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Automorphic Forms Beyond $mathrm {GL}_2$ by Ellen Elizabeth Eischen,Wee Teck Gan,Aaron Pollack,Zhiwei Yun Pdf

The Langlands program has been a very active and central field in mathematics ever since its conception over 50 years ago. It connects number theory, representation theory and arithmetic geometry, and other fields in a profound way. There are nevertheless very few expository accounts beyond the GL(2) case. This book features expository accounts of several topics on automorphic forms on higher rank groups, including rationality questions on unitary group, theta lifts and their applications to Arthur's conjectures, quaternionic modular forms, and automorphic forms over functions fields and their applications to inverse Galois problems. It is based on the lecture notes prepared for the twenty-fifth Arizona Winter School on “Automorphic Forms beyond GL(2)”, held March 5–9, 2022, at the University of Arizona in Tucson. The speakers were Ellen Eischen, Wee Teck Gan, Aaron Pollack, and Zhiwei Yun. The exposition of the book is in a style accessible to students entering the field. Advanced graduate students as well as researchers will find this a valuable introduction to various important and very active research areas.

Self-similar and Self-affine Sets and Measures

Balázs Bárány,Károly Simon,Boris Solomyak
Self similar and Self affine Sets and Measures Book PDF

Author : Balázs Bárány,Károly Simon,Boris Solomyak
Publisher : American Mathematical Society
Page : 466 pages
File Size : 48,8 Mb
Release : 2023-11-16
Category : Mathematics
ISBN : 9781470470463

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Self-similar and Self-affine Sets and Measures by Balázs Bárány,Károly Simon,Boris Solomyak Pdf

Although there is no precise definition of a “fractal”, it is usually understood to be a set whose smaller parts, when magnified, resemble the whole. Self-similar and self-affine sets are those for which this resemblance is precise and given by a contracting similitude or affine transformation. The present book is devoted to this most basic class of fractal objects. The book contains both introductory material for beginners and more advanced topics, which continue to be the focus of active research. Among the latter are self-similar sets and measures with overlaps, including the much-studied infinite Bernoulli convolutions. Self-affine systems pose additional challenges; their study is often based on ergodic theory and dynamical systems methods. In the last twenty years there have been many breakthroughs in these fields, and our aim is to give introduction to some of them, often in the simplest nontrivial cases. The book is intended for a wide audience of mathematicians interested in fractal geometry, including students. Parts of the book can be used for graduate and even advanced undergraduate courses.

Residuated Structures in Algebra and Logic

George Metcalfe,Francesco Paoli,Constantine Tsinakis
Residuated Structures in Algebra and Logic Book PDF

Author : George Metcalfe,Francesco Paoli,Constantine Tsinakis
Publisher : American Mathematical Society
Page : 282 pages
File Size : 46,9 Mb
Release : 2023-11-06
Category : Mathematics
ISBN : 9781470469856

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Residuated Structures in Algebra and Logic by George Metcalfe,Francesco Paoli,Constantine Tsinakis Pdf

This book is an introduction to residuated structures, viewed as a common thread binding together algebra and logic. The framework includes well-studied structures from classical abstract algebra such as lattice-ordered groups and ideals of rings, as well as structures serving as algebraic semantics for substructural and other non-classical logics. Crucially, classes of these structures are studied both algebraically, yielding a rich structure theory along the lines of Conrad's program for lattice-ordered groups, and algorithmically, via analytic sequent or hypersequent calculi. These perspectives are related using a natural notion of equivalence for consequence relations that provides a bridge offering benefits to both sides. Algorithmic methods are used to establish properties like decidability, amalgamation, and generation by subclasses, while new insights into logical systems are obtained by studying associated classes of structures. The book is designed to serve the purposes of novices and experts alike. The first three chapters provide a gentle introduction to the subject, while subsequent chapters provide a state-of-the-art account of recent developments in the field.

Iwasawa Theory and Its Perspective, Volume 2

Tadashi Ochiai
Iwasawa Theory and Its Perspective Volume 2 Book PDF

Author : Tadashi Ochiai
Publisher : American Mathematical Society
Page : 228 pages
File Size : 46,9 Mb
Release : 2024-04-25
Category : Mathematics
ISBN : 9781470456733

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Iwasawa Theory and Its Perspective, Volume 2 by Tadashi Ochiai Pdf

Iwasawa theory began in the late 1950s with a series of papers by Kenkichi Iwasawa on ideal class groups in the cyclotomic tower of number fields and their relation to $p$-adic $L$-functions. The theory was later generalized by putting it in the context of elliptic curves and modular forms. The main motivation for writing this book was the need for a total perspective of Iwasawa theory that includes the new trends of generalized Iwasawa theory. Another motivation is to update the classical theory for class groups, taking into account the changed point of view on Iwasawa theory. The goal of this second part of the three-part publication is to explain various aspects of the cyclotomic Iwasawa theory of $p$-adic Galois representations.

Discrete-Time Dynamics of Structured Populations and Homogeneous Order-Preserving Operators

Horst R. Thieme
Discrete Time Dynamics of Structured Populations and Homogeneous Order Preserving Operators Book PDF

Author : Horst R. Thieme
Publisher : American Mathematical Society
Page : 357 pages
File Size : 52,5 Mb
Release : 2024-05-07
Category : Mathematics
ISBN : 9781470474652

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Discrete-Time Dynamics of Structured Populations and Homogeneous Order-Preserving Operators by Horst R. Thieme Pdf

A fundamental question in the theory of discrete and continuous-time population models concerns the conditions for the extinction or persistence of populations – a question that is addressed mathematically by persistence theory. For some time, it has been recognized that if the dynamics of a structured population are mathematically captured by continuous or discrete semiflows and if these semiflows have first-order approximations, the spectral radii of certain bounded linear positive operators (better known as basic reproduction numbers) act as thresholds between population extinction and persistence. This book combines the theory of discrete-time dynamical systems with applications to population dynamics with an emphasis on spatial structure. The inclusion of two sexes that must mate to produce offspring leads to the study of operators that are (positively) homogeneous (of degree one) and order-preserving rather than linear and positive. While this book offers an introduction to ordered normed vector spaces, some background in real and functional analysis (including some measure theory for a few chapters) will be helpful. The appendix and selected exercises provide a primer about basic concepts and about relevant topics one may not find in every analysis textbook.

Multidimensional Residue Theory and Applications

Alekos Vidras,Alain Yger
Multidimensional Residue Theory and Applications Book PDF

Author : Alekos Vidras,Alain Yger
Publisher : American Mathematical Society
Page : 556 pages
File Size : 48,9 Mb
Release : 2023-10-18
Category : Mathematics
ISBN : 9781470471125

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Multidimensional Residue Theory and Applications by Alekos Vidras,Alain Yger Pdf

Residue theory is an active area of complex analysis with connections and applications to fields as diverse as partial differential and integral equations, computer algebra, arithmetic or diophantine geometry, and mathematical physics. Multidimensional Residue Theory and Applications defines and studies multidimensional residues via analytic continuation for holomorphic bundle-valued current maps. This point of view offers versatility and flexibility to the tools and constructions proposed, allowing these residues to be defined and studied outside the classical case of complete intersection. The book goes on to show how these residues are algebraic in nature, and how they relate and apply to a wide range of situations, most notably to membership problems, such as the Briançon–Skoda theorem and Hilbert's Nullstellensatz, to arithmetic intersection theory and to tropical geometry. This book will supersede the existing literature in this area, which dates back more than three decades. It will be appreciated by mathematicians and graduate students in multivariate complex analysis. But thanks to the gentle treatment of the one-dimensional case in Chapter 1 and the rich background material in the appendices, it may also be read by specialists in arithmetic, diophantine, or tropical geometry, as well as in mathematical physics or computer algebra.

Computer Vision – ECCV 2020

Andrea Vedaldi,Horst Bischof,Thomas Brox,Jan-Michael Frahm
Computer Vision ECCV 2020 Book PDF

Author : Andrea Vedaldi,Horst Bischof,Thomas Brox,Jan-Michael Frahm
Publisher : Springer Nature
Page : 817 pages
File Size : 46,8 Mb
Release : 2020-11-26
Category : Computers
ISBN : 9783030586218

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Computer Vision – ECCV 2020 by Andrea Vedaldi,Horst Bischof,Thomas Brox,Jan-Michael Frahm Pdf

The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic. The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2013

Kensaku Mori,Ichiro Sakuma,Yoshinobu Sato,Christian Barillot,Nassir Navab
Medical Image Computing and Computer Assisted Intervention MICCAI 2013 Book PDF

Author : Kensaku Mori,Ichiro Sakuma,Yoshinobu Sato,Christian Barillot,Nassir Navab
Publisher : Springer
Page : 836 pages
File Size : 49,9 Mb
Release : 2013-09-20
Category : Computers
ISBN : 9783642408113

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Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2013 by Kensaku Mori,Ichiro Sakuma,Yoshinobu Sato,Christian Barillot,Nassir Navab Pdf

The three-volume set LNCS 8149, 8150, and 8151 constitutes the refereed proceedings of the 16th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2013, held in Nagoya, Japan, in September 2013. Based on rigorous peer reviews, the program committee carefully selected 262 revised papers from 789 submissions for presentation in three volumes. The 95 papers included in the first volume have been organized in the following topical sections: physiological modeling and computer-assisted intervention; imaging, reconstruction, and enhancement; registration; machine learning, statistical modeling, and atlases; computer-aided diagnosis and imaging biomarkers; intraoperative guidance and robotics; microscope, optical imaging, and histology; cardiology, vasculatures and tubular structures; brain imaging and basic techniques; diffusion MRI; and brain segmentation and atlases.

Statistical Methods for Materials Science

Jeffrey P. Simmons,Lawrence F. Drummy,Charles A. Bouman,Marc De Graef
Statistical Methods for Materials Science Book PDF

Author : Jeffrey P. Simmons,Lawrence F. Drummy,Charles A. Bouman,Marc De Graef
Publisher : CRC Press
Page : 537 pages
File Size : 48,6 Mb
Release : 2019-02-13
Category : Science
ISBN : 9781498738217

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Statistical Methods for Materials Science by Jeffrey P. Simmons,Lawrence F. Drummy,Charles A. Bouman,Marc De Graef Pdf

Data analytics has become an integral part of materials science. This book provides the practical tools and fundamentals needed for researchers in materials science to understand how to analyze large datasets using statistical methods, especially inverse methods applied to microstructure characterization. It contains valuable guidance on essential topics such as denoising and data modeling. Additionally, the analysis and applications section addresses compressed sensing methods, stochastic models, extreme estimation, and approaches to pattern detection.

Web Information Systems and Applications

Guojun Wang,Xuemin Lin,James Hendler,Wei Song,Zhuoming Xu,Genggeng Liu
Web Information Systems and Applications Book PDF

Author : Guojun Wang,Xuemin Lin,James Hendler,Wei Song,Zhuoming Xu,Genggeng Liu
Publisher : Springer Nature
Page : 674 pages
File Size : 43,7 Mb
Release : 2020-09-22
Category : Computers
ISBN : 9783030600297

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Web Information Systems and Applications by Guojun Wang,Xuemin Lin,James Hendler,Wei Song,Zhuoming Xu,Genggeng Liu Pdf

This book constitutes the proceedings of the 17th International Conference on Web Information Systems and Applications, WISA 2020, held in Guangzhou, China, in September 2020. The 42 full papers and 16 short papers presented were carefully reviewed and selected from 165 submissions. The papers are grouped in topical sections on world wide web, recommendation, query processing and algorithm, natural language processing, machine learning, graph query, edge computing and data mining, data privacy and security, and blockchain.

Advances in Knowledge Discovery and Data Mining

Hady W. Lauw,Raymond Chi-Wing Wong,Alexandros Ntoulas,Ee-Peng Lim,See-Kiong Ng,Sinno Jialin Pan
Advances in Knowledge Discovery and Data Mining Book PDF

Author : Hady W. Lauw,Raymond Chi-Wing Wong,Alexandros Ntoulas,Ee-Peng Lim,See-Kiong Ng,Sinno Jialin Pan
Publisher : Springer Nature
Page : 906 pages
File Size : 53,7 Mb
Release : 2020-05-08
Category : Computers
ISBN : 9783030474263

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Advances in Knowledge Discovery and Data Mining by Hady W. Lauw,Raymond Chi-Wing Wong,Alexandros Ntoulas,Ee-Peng Lim,See-Kiong Ng,Sinno Jialin Pan Pdf

The two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020. The conference was held virtually due to the COVID-19 pandemic. The 135 full papers presented were carefully reviewed and selected from 628 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications. They are organized in the following topical sections: recommender systems; classification; clustering; mining social networks; representation learning and embedding; mining behavioral data; deep learning; feature extraction and selection; human, domain, organizational and social factors in data mining; mining sequential data; mining imbalanced data; association; privacy and security; supervised learning; novel algorithms; mining multi-media/multi-dimensional data; application; mining graph and network data; anomaly detection and analytics; mining spatial, temporal, unstructured and semi-structured data; sentiment analysis; statistical/graphical model; multi-source/distributed/parallel/cloud computing.

Intelligent Data Engineering and Automated Learning – IDEAL 2016

Hujun Yin,Yang Gao,Bin Li,Daoqiang Zhang,Ming Yang,Yun Li,Frank Klawonn,Antonio J. Tallón-Ballesteros
Intelligent Data Engineering and Automated Learning IDEAL 2016 Book PDF

Author : Hujun Yin,Yang Gao,Bin Li,Daoqiang Zhang,Ming Yang,Yun Li,Frank Klawonn,Antonio J. Tallón-Ballesteros
Publisher : Springer
Page : 647 pages
File Size : 54,7 Mb
Release : 2016-09-12
Category : Computers
ISBN : 9783319462578

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Intelligent Data Engineering and Automated Learning – IDEAL 2016 by Hujun Yin,Yang Gao,Bin Li,Daoqiang Zhang,Ming Yang,Yun Li,Frank Klawonn,Antonio J. Tallón-Ballesteros Pdf

This book constitutes the refereed proceedings of the 17 International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2016, held in Yangzhou, China, in October 2016. The 68 full papers presented were carefully reviewed and selected from 115 submissions. They provide a valuable and timely sample of latest research outcomes in data engineering and automated learning ranging from methodologies, frameworks, and techniques to applications including various topics such as evolutionary algorithms; deep learning; neural networks; probabilistic modeling; particle swarm intelligence; big data analysis; applications in regression, classification, clustering, medical and biological modeling and predication; text processing and image analysis.