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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:
523,30 |
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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:
201,24 |
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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:
231,17 |
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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:
281,76 |
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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:
221,37 |
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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:
342,14 |
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Information Theory in 80 Pages
ISBN: 9781739672782 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
57,61 |
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Information Theory in 80 Pages
ISBN: 9781739672799 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
358,76 |
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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:
684,33 |
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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:
120,73 |
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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:
261,63 |
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Information Theory and Selected Applications
ISBN: 9783031212772 / Angielski / Miękka / 250 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
206,17 |
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Educational Data Science: Essentials, Approaches, and Tendencies: Proactive Education based on Empirical Big Data Evidence
ISBN: 9789819900251 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book describes theoretical elements, practical approaches, and specialized tools that systematically organize, characterize, and analyze big data gathered from educational affairs and settings. Moreover, the book shows several inference criteria to leverage and produce descriptive, explanatory, and predictive closures to study and understand education phenomena at in classroom and online environments.This is why diverse researchers and scholars contribute with valuable chapters to ground with well-–sounded theoretical and methodological constructs in the novel field of Educational Data...
This book describes theoretical elements, practical approaches, and specialized tools that systematically organize, characterize, and analyze big data...
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cena:
684,33 |
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Quantitative User Experience Research: Informing Product Decisions by Understanding Users at Scale
ISBN: 9781484292679 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. Intermediate-Advanced user level
Intermediate-Advanced user level
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cena:
261,63 |
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Modelling and Development of Intelligent Systems: 8th International Conference, MDIS 2022, Sibiu, Romania, October 28–30, 2022, Revised Selected Papers
ISBN: 9783031270338 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book constitutes the refereed proceedings of the 8th International Conference on Modelling and Development of Intelligent Systems, MDIS 2022, held in Sibiu, Romania, during October 28–30, 2022.The 21 papers included in this book were carefully reviewed and selected from 48 submissions. They were organized in the following topical sections as follows: intelligent systems for decision support; machine learning; mathematical models for development of intelligent systems; and modelling and optimization of dynamic systems.
This book constitutes the refereed proceedings of the 8th International Conference on Modelling and Development of Intelligent Systems, MDIS 2022, he...
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cena:
322,01 |
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Category Theory: Invariances and Symmetries in Computer Science
ISBN: 9783111080567 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
743,42 |
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Integrity Constraints on Rich Data Types
ISBN: 9783031271762 / Angielski / Twarda Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book examines the recent trend of extending data dependencies to adapt to rich data types in order to address variety and veracity issues in big data. Readers will be guided through the full range of rich data types where data dependencies have been successfully applied, including categorical data with equality relationships, heterogeneous data with similarity relationships, numerical data with order relationships, sequential data with timestamps, and graph data with complicated structures. The text will also discuss interesting constraints on ordering or similarity relationships...
This book examines the recent trend of extending data dependencies to adapt to rich data types in order to address variety and veracity issues in big ...
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cena:
181,11 |
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Hands-on Guide to Apache Spark 3: Build Scalable Computing Engine for Batch and Stream Data Processing
ISBN: 9781484293799 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. Beginning-Intermediate user level
Beginning-Intermediate user level
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cena:
261,63 |
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Geometric Patterns with Creative Coding: Playing with Creative Coding
ISBN: 9781484293881 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. Facilitate coding in generating geometric motives with a special focus on analyzing their geometric formulations. This book aims to teach analytical coding skills by combining arts and mathematics.Geometric patterns are quintessentially important for understanding today’s media arts and their relationship with mathematics. With the main emphasis on this, author Selçuk Artut proposes a certain workflow to mathematically analyze a geometric pattern and use creative coding skills to render it on a computer screen.When done, you'll understand the basics of coding and expand the provided...
Facilitate coding in generating geometric motives with a special focus on analyzing their geometric formulations. This book aims to teach analytical ...
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cena:
241,50 |
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The Power of Connection: How to Build Strong Relationships and Achieve Success
ISBN: 9798379149536 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
36,41 |
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