Название: Bayesian Tensor Decomposition for Signal Processing and Machine Learning: Modeling, Tuning-Free Algorithms, and Applications
Автор: Lei Cheng, Zhongtao Chen, Yik-Chung Wu
Издательство: Springer
Год: 2023
Страниц: 189
Язык: английский
Формат: pdf (true), epub
Размер: 32.0 MB

This book presents recent advances of Bayesian inference in structured tensor decompositions. It explains how Bayesian modeling and inference lead to tuning-free tensor decomposition algorithms, which achieve state-of-the-art performances in many applications, including: - blind source separation; - social network mining; - image and video processing; - array signal processing; and, wireless communications. This book starts by reviewing the basics and classical algorithms for tensor decompositions, and then introduces their common challenge on rank determination (Chap. 1). To overcome this challenge, this book develops models and algorithms under the Bayesian sparsity-aware learning framework, with the philosophy and key results elaborated in Chap. 2. Bayesian Tensor Decomposition for Signal Processing and Machine Learning is suitable for postgraduates and researchers with interests in tensor data analytics and Bayesian methods.

Название: География городов
Автор: Лаппо Г.М.
Издательство: ВЛАДОС
Год: 1997
Cтраниц: 480
Формат: pdf
Размер: 22 мб
Язык: русский

Учебное пособие состоит из двух частей. В первой рассмотрены методологические вопросы изучения свойств и проблем городов и их систем, показана роль городов в организации пространства, их структура и динамика развития. Во второй части освещена история формирования сети городов России, охарактеризованы особенности их географии.

Название: Толковый физический словарь. Основные термины: около 3600 терминов
Автор: А.В. Брюханов, Г.Е. Пустовалов, В.И. Рыдник
Издательство: Русский язык
Год издания: 1987
Количество страниц: 235
Язык: русский
Формат: DjVu, PDF
Размер: 10,12 Мб

Словарь является справочным пособием по терминологии в области физики. Содержит около 3600 терминов по основным разделам физики, даются краткие определения терминов. Предназначается для широкого круга читателей: инженеров, преподавателей, студентов, учащихся средних и средних специальных учебных заведений и всех интересующихся физикой. Будет полезен также иностранным специалистам, работающим с русской литературой по физике, и студентам-иностранцам, обучающимся в вузах СССР.

Название: A Full Axiomatic Development of High School Geometry
Автор: David M. Clark, Samrat Pathania
Издательство: Springer
Год: 2023
Страниц: 140
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

Provides thorough account of principles of high school geometry for professional mathematicians. This textbook provides a full and complete axiomatic development of exactly that part of plane Euclidean geometry that forms the standard content of high school geometry. It begins with a set of points, a measure of distance between pairs of points and ten simple axioms. From there the notions of length, area and angle measure, along with congruence and similarity, are carefully defined and their properties proven as theorems. It concludes with a proof of the consistency of the axioms used and a full description of their models. It is provided in guided inquiry (inquiry-based) format with the intention that students will be active learners, proving the theorems and presenting their proofs to their class with the instructor as a mentor and a guide. The book is written for graduate and advanced undergraduate students interested in teaching secondary school mathematics, for pure math majors interested in learning about the foundations of geometry, for faculty preparing future secondary school teachers and as a reference for any professional mathematician.

Название: Экстремальные задачи на графах
Автор: Ермольев Ю.М., Мельник И.М.
Издательство: Киев: Наукова думка
Год: 1968
Страниц: 176
Формат: djvu
Размер: 14,9 Мб
Язык: Русский

Частными задачами математического программирования являются экстремальные задачи на графах и они могут быть дискретными, частично дискретными, линейными, нелинейными, и выпуклыми.

Название: Hybrid Censoring Know-How: Designs and Implementations
Автор: N. Balakrishnan, Erhard Cramer, Debasis Kundu
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 703
Язык: английский
Формат: pdf
Размер: 21.7 MB

Hybrid Censoring Know-How: Models, Methods and Applications focuses on hybrid censoring, an important topic in censoring methodology with numerous applications. The readers will find information on the significance of censored data in theoretical and applied contexts, and descriptions of extensive data sets from life-testing experiments where these forms of data naturally occur. The existing literature on censoring methodology, life-testing procedures, and lifetime data analysis provides only hybrid censoring schemes, with little information about hybrid censoring methodologies, ideas, and statistical inferential methods. This book fills that gap, featuring statistical tools applicable to data from medicine, biology, public health, epidemiology, engineering, economics, and demography. Life science and engineering scientists and researchers who need to analyze censored or truncated life time data and students, researchers and practitioners in different areas such as statistics, industrial engineering and clinical trials.

Название: Теория графов
Автор: Дистель Р.
Издательство: Новосибирск: Издательство института математики
Год: 2002
Cтраниц: 336
Формат: djvu
Размер: 15 мб
Язык: русский

Книга является переводом английского издания известной книги Рейнхарда Дистеля. В книге отражено ядро современной теории графов как самостоятельной математической дисциплины. Это учебник углубленного типа, выводящий читателей на передний край исследований. Дан обзор последних достижений в теории графов, включая доказательство ряда глубоких теорем.

Название: The Price of Cake: And 99 Other Classic Mathematical Riddles
Автор: Clement Deslandes, Guillaume Deslandes
Издательство: The MIT Press
Год: 2023
Страниц: 233
Язык: английский
Формат: pdf (true), epub
Размер: 13.5 MB

Ingeniously designed mathematical riddles to delight armchair—and seasoned—mathematicians, in high school and beyond. In The Price of Cake, brothers Clément and Guillaume Deslandes have assembled a uniquely rich and accessible collection of mathematical riddles, organized by difficulty and accompanied by unique hand-drawn illustrations. The challenges are exceptional in both their range and their precision. There are no “tricks” here—just good math to test your skills. While any student will be thrilled to encounter fresh presentations of classic conundrums such as Simpson’s paradox, Hilbert's infinite hotel, Monty Hall’s paradox, and Seven Bridges of Königsberg, seasoned solvers will also appreciate challenging original puzzles using the Axiom of Choice and Conway’s Soldiers problem.

Название: Introduction to Complex Numbers, the History of Complex Numbers and the Complex Field
Автор: James Bonnar
Издательство: Treasure Trove of Mathematics
Год: 2022
Страниц: 107
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book begins by introducing the reader to four killer applications of complex numbers through examples, two from mathematics, one from physics and one from electronics. Then the fascinating history of complex numbers is detailed including the roles of Del Ferro, Tartaglia, Cardano & Bombelli. Then in the third chapter, the complex field is discussed including the complex plane, conjugate numbers, the polar form of complex numbers, multiplication and division in polar form. powers, roots, review examples, topological aspects of the complex plane, stereographic projection, the point at infinity, and curves and regions in the complex plane. The book concludes with an exercise set.

Название:Epidemiologic Methods: The Essentials
Автор:Newman S.C.
Издательство:London: Academic Press
Год:2022
Формат:PDF
Страниц: 258
Размер:10,9 МБ
Язык: English

Epidemiologic Methods: The Essentials is a concise, but thorough volume that provides a solid grounding in core methodologic issues. The book takes a streamlined approached on cohort studies, case-control studies, prevalence studies, randomized trials, demographic studies of morbidity and mortality, ecologic studies, screening, effect modification, bias and confounding. Organized according to study design, with each chapter building on those preceding it, the book provides detailed examples throughout, using data tables and graphs to reinforce methodologic points.