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Information Theory: A Tutorial Introduction
ISBN: 9781739672713 / Angielski / Twarda / 294 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
353,62 |
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Structural Health Monitoring Based on Data Science Techniques
ISBN: 9783030817183 / Angielski / Miękka / 484 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionable decisions regarding structural performance, health state, maintenance, or life cycle assessment has been accelerated by the rapid growth of “big data” availability and advanced data science. Such data availability coupled with a wide variety of machine learning and data analytics techniques have led to rapid advancement of how SHM is executed, enabling increased transformation from research to practice. This book intends to present a representative collection of such...
The modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionable decisions regarding structu...
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cena:
642,56 |
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Handbook of Computational Social Science for Policy
ISBN: 9783031166235 / Angielski / Twarda / 490 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational Social Science (CSS) for policy support. Up to now, CSS studies have mostly developed on a small, proof-of concept, scale that prevented from unleashing its potential to provide systematic impact to the policy cycle, as well as from improving the understanding of societal problems to the definition, assessment, evaluation, and monitoring of policies. The aim of this handbook is to fill this gap by exploring ways to analyse and model data for...
This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational S...
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cena:
200,77 |
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Handbook of Computational Social Science for Policy
ISBN: 9783031166266 / Angielski / Miękka / 490 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational Social Science (CSS) for policy support. Up to now, CSS studies have mostly developed on a small, proof-of concept, scale that prevented from unleashing its potential to provide systematic impact to the policy cycle, as well as from improving the understanding of societal problems to the definition, assessment, evaluation, and monitoring of policies. The aim of this handbook is to fill this gap by exploring ways to analyse and model data for...
This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational S...
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cena:
160,61 |
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Data Science and Predictive Analytics: Biomedical and Health Applications using R
ISBN: 9783031174827 / Angielski / Twarda / 918 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting-edge machine learning approaches to address a wide range of crucial biomedical informatics, health analytics applications, and decision science challenges. Each concept in the book includes a rigorous symbolic formulation coupled with computational algorithms and complete end-to-end pipeline protocols implemented as functional R electronic markdown notebooks. These workflows support active learning and demonstrate comprehensive data...
This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting...
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cena:
441,75 |
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Mathematical Foundations of Data Science
ISBN: 9783031190735 / Angielski / Twarda / 213 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This textbook aims to point out the most important principles of data analysis from the mathematical point of view. Specifically, it selected these questions for exploring: Which are the principles necessary to understand the implications of an application, and which are necessary to understand the conditions for the success of methods used? Theory is presented only to the degree necessary to apply it properly, striving for the balance between excessive complexity and oversimplification. Its primary focus is on principles crucial for application success.Topics and features:Focuses on...
This textbook aims to point out the most important principles of data analysis from the mathematical point of view. Specifically, it selected these qu...
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cena:
341,34 |
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Urban Informatics Using Mobile Network Data: Travel Behavior Research Perspectives
ISBN: 9789811967139 / Angielski / Twarda / 241 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book discusses the role of mobile network data in urban informatics, particularly how mobile network data is utilized in the mobility context, where approaches, models, and systems are developed for understanding travel behavior. The objectives of this book are thus to evaluate the extent to which mobile network data reflects travel behavior and to develop guidelines on how to best use such data to understand and model travel behavior. To achieve these objectives, the book attempts to evaluate the strengths and weaknesses of this data source for urban informatics and its applicability to...
This book discusses the role of mobile network data in urban informatics, particularly how mobile network data is utilized in the mobility context, wh...
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cena:
682,72 |
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Social Media Analysis for Event Detection
ISBN: 9783031082412 / Angielski / Twarda / 229 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book includes chapters which discuss effective and efficient approaches in dealing with various aspects of social media analysis by using machine learning techniques from clustering to deep learning. A variety of theoretical aspects, application domains and case studies are covered to highlight how it is affordable to maximize the benefit of various applications from postings on social media platforms. Social media platforms have significantly influenced and reshaped various social aspects. They have set new means of communication and interaction between people, turning the whole world...
This book includes chapters which discuss effective and efficient approaches in dealing with various aspects of social media analysis by using machine...
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cena:
602,40 |
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Numerical Methods Using Kotlin: For Data Science, Analysis, and Engineering
ISBN: 9781484288252 / Angielski / Miękka / 899 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Intermediate-Advanced user level
Intermediate-Advanced user level
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cena:
261,02 |
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Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach
ISBN: 9783030810283 / Angielski / Miękka / 247 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book proposes tools for analysis of multidimensional and metric data, by establishing a state-of-the-art of the existing solutions and developing new ones. It mainly focuses on visual exploration of these data by a human analyst, relying on a 2D or 3D scatter plot display obtained through Dimensionality Reduction.Performing diagnosis of an energy system requires identifying relations between observed monitoring variables and the associated internal state of the system. Dimensionality reduction, which allows to represent visually a multidimensional dataset, constitutes a promising tool to...
This book proposes tools for analysis of multidimensional and metric data, by establishing a state-of-the-art of the existing solutions and developing...
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cena:
522,07 |
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Dynamic Network Representation Based on Latent Factorization of Tensors
ISBN: 9789811989339 / Angielski / Miękka / 98 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. A dynamic network is frequently encountered in various real industrial applications, such as the Internet of Things. It is composed of numerous nodes and large-scale dynamic real-time interactions among them, where each node indicates a specified entity, each directed link indicates a real-time interaction, and the strength of an interaction can be quantified as the weight of a link. As the involved nodes increase drastically, it becomes impossible to observe their full interactions at each time slot, making a resultant dynamic network High Dimensional and Incomplete (HDI). An HDI dynamic...
A dynamic network is frequently encountered in various real industrial applications, such as the Internet of Things. It is composed of numerous nodes ...
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cena:
200,77 |
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Make Your Data Speak: Creating Actionable Data Through Excel for Non-Technical Professionals
ISBN: 9781484289419 / Angielski / Miękka / 261 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Gather and analyze data successfully, identify trends, and then create overarching strategies and actionable next steps - all through Excel. This book will show even those who lack a technical background how to make advanced interactive reports with only Excel at hand. Advanced visualization is available to everyone, and this step-by-step guide will show you how.The information in this book is presented in an accessible and understandable way for everyone, regardless of the level of technical skills and proficiency in MS Excel. The dashboard development process is given in the format of...
Gather and analyze data successfully, identify trends, and then create overarching strategies and actionable next steps - all through Excel. This book...
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cena:
228,02 |
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Guide to Teaching Data Science: An Interdisciplinary Approach
ISBN: 9783031247576 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. Data science is a new field that touches on almost every domain of our lives, and thus it is taught in a variety of environments. Accordingly, the book is suitable for teachers and lecturers in all educational frameworks: K-12, academia and industry.This book aims at closing a significant gap in the literature on thepedagogyof data science. While there are many articles and white papers dealing with the curriculum of data science (i.e., what to teach?), the pedagogical aspect of the field (i.e., how to teach?) is almost neglected. At the same time, the importance of the pedagogical aspects of...
Data science is a new field that touches on almost every domain of our lives, and thus it is taught in a variety of environments. Accordingly, the boo...
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cena:
281,10 |
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Python Data Science
ISBN: 9789811995910 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. Rather than presenting Python as Java or C, this textbook focuses on the essential Python programming skills for data scientists and advanced methods for big data analysts. Unlike conventional textbooks, it is based on Markdown and uses full-color printing and a code-centric approach to highlight the 3C principles in data science: creative design of data solutions, curiosity about the data lifecycle, and critical thinking regarding data insights. Q&A-based knowledge maps, tips and suggestions, notes, as well as warnings and cautions are employed to explain the key points, difficulties, and...
Rather than presenting Python as Java or C, this textbook focuses on the essential Python programming skills for data scientists and advanced methods ...
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cena:
220,86 |
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Graph Neural Networks: Foundations, Frontiers, and Applications
ISBN: 9789811660566 / Angielski / Miękka / 689 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Deep Learning models are at the core of artificial intelligence research today. It is well known that deep learning techniques are disruptive for Euclidean data, such as images or sequence data, and not immediately applicable to graph-structured data such as text. This gap has driven a wave of research for deep learning on graphs, including graph representation learning, graph generation, and graph classification. The new neural network architectures on graph-structured data (graph neural networks, GNNs in short) have performed remarkably on these tasks, demonstrated by applications in social...
Deep Learning models are at the core of artificial intelligence research today. It is well known that deep learning techniques are disruptive for Eucl...
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cena:
341,34 |
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Information Theory in 80 Pages
ISBN: 9781739672782 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
56,83 |
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Information Theory in 80 Pages
ISBN: 9781739672799 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
353,87 |
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Advances in Big Data Analytics: Theory, Algorithms and Practices
ISBN: 9789811636097 / Angielski / Miękka / 728 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Today, big data affects countless aspects of our daily lives. This book provides a comprehensive and cutting-edge study on big data analytics, based on the research findings and applications developed by the author and his colleagues in related areas. It addresses the concepts of big data analytics and/or data science, multi-criteria optimization for learning, expert and rule-based data analysis, support vector machines for classification, feature selection, data stream analysis, learning analysis, sentiment analysis, link analysis, and evaluation analysis. The book also explores lessons...
Today, big data affects countless aspects of our daily lives. This book provides a comprehensive and cutting-edge study on big data analytics, based o...
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cena:
682,72 |
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Objective Information Theory
ISBN: 9789811999284 / Angielski / Miękka / 84 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Objective Information Theory (OIT) is proposed to represent and compute the information in a large-scale complex information system with big data in this monograph. To formally analyze, design, develop, and evaluate the information, OIT interprets the information from essential nature, measures the information from mathematical properties, and models the information from concept, logic, and physic. As the exemplified applications, Air Traffic Control System (ATCS) and Smart Court SoSs (System of Systems) are introduced for practical OITs.This Open Access book can be used as a technical...
Objective Information Theory (OIT) is proposed to represent and compute the information in a large-scale complex information system with big data in t...
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cena:
120,45 |
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Relational Calculus for Actionable Knowledge
ISBN: 9783030924324 / Angielski / Miękka / 340 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book focuses on one of the major challenges of the newly created scientific domain known as data science: turning data into actionable knowledge in order to exploit increasing data volumes and deal with their inherent complexity. Actionable knowledge has been qualitatively and intensively studied in management, business, and the social sciences but in computer science and engineering, its connection has only recently been established to data mining and its evolution, ‘Knowledge Discovery and Data Mining’ (KDD). Data mining seeks to extract interesting patterns from data, but, until...
This book focuses on one of the major challenges of the newly created scientific domain known as data science: turning data into actionable knowledge ...
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cena:
261,02 |
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