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Analytic Combinatorics for Multiple Object Tracking
ISBN: 9783030611934 / Angielski / Miękka / 240 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The book shows that the analytic combinatorics (AC) method encodes the combinatorial problems of multiple object tracking—without information loss—into the derivatives of a generating function (GF). The book lays out an easy-to-follow path from theory to practice and includes salient AC application examples. Since GFs are not widely utilized amongst the tracking community, the book takes the reader from the basics of the subject to applications of theory starting from the simplest problem of single object tracking, and advancing chapter by chapter to more challenging... The book shows that the analytic combinatorics (AC) method encodes the combinatorial problems of multiple object tracking—without infor... |
cena:
523,30 |
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Patterns, Predictions, and Actions: Foundations of Machine Learning
ISBN: 9780691233734 / Angielski / Twarda / 320 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
269,38 |
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Cryptography Algorithms: A guide to algorithms in blockchain, quantum cryptography, zero-knowledge protocols, and homomorphic encryption
ISBN: 9781789617139 / Angielski / Miękka / 358 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
202,81 |
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Diabetic Foot Ulcers Grand Challenge: Second Challenge, Dfuc 2021, Held in Conjunction with Miccai 2021, Strasbourg, France, September 27, 2021, Proce
ISBN: 9783030949068 / Angielski / Miękka / 132 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
221,37 |
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A Visual Guide to Stata Graphics
ISBN: 9781597183659 / Angielski / Miękka / 499 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
367,28 |
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Tidy Modeling with R: A Framework for Modeling in the Tidyverse
ISBN: 9781492096481 / Angielski / Miękka / 300 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
254,29 |
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Supervised Machine Learning: Optimization Framework and Applications with SAS and R
ISBN: 9780367538828 / Angielski / Miękka / 182 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
252,57 |
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Stock Price Analysis Through Statistical And Data Science Tools: an Overview
ISBN: 9781393996347 / Angielski / Miękka / 150 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
129,48 |
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Forecasting Models - an Overview With The Help Of R Software
ISBN: 9798201343781 / Angielski / Miękka / 146 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
129,48 |
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Minimum Divergence Methods in Statistical Machine Learning: From an Information Geometric Viewpoint
ISBN: 9784431569206 / Angielski / Twarda / 232 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book explores minimum divergence methods of statistical machine learning for estimation, regression, prediction, and so forth, in which we engage in information geometry to elucidate their intrinsic properties of the corresponding loss functions, learning algorithms, and statistical models. One of the most elementary examples is Gauss's least squares estimator in a linear regression model, in which the estimator is given by minimization of the sum of squares between a response vector and a vector of the linear subspace hulled by explanatory... This book explores minimum divergence methods of statistical machine learning for estimation, regression, prediction, and so fort... |
cena:
563,56 |
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Higher Education 4.0: The Digital Transformation of Classroom Lectures to Blended Learning
ISBN: 9789813366855 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book chronicles a 10-year introduction of blended learning into the delivery at a leading technological university, with a longstanding tradition of technology-enabled teaching and learning, and state-of-the-art infrastructure. Hence, both teachers and students were familiar with the idea of online courses. Despite this, the longitudinal experiment did not proceed as expected. Though few technical problems, it required behavioural changes from teachers and learners, thus unearthing a host of socio-technical issues, challenges, and conundrums. With the undercurrent of... This book chronicles a 10-year introduction of blended learning into the delivery at a leading technological university, with a longstand... |
cena:
563,56 |
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Data Science Techniques for Cryptocurrency Blockchains
ISBN: 9789811624209 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book brings together two major trends: data science and blockchains. It is one of the first books to systematically cover the analytics aspects of blockchains, with the goal of linking traditional data mining research communities with novel data sources. Data science and big data technologies can be considered cornerstones of the data-driven digital transformation of organizations and society. The concept of blockchain is predicted to enable and spark transformation on par with that associated with the invention of the Internet. Cryptocurrencies are the first successful use case of... This book brings together two major trends: data science and blockchains. It is one of the first books to systematically cover the analytics aspect... |
cena:
523,30 |
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Methods for the Analysis of Asymmetric Proximity Data
ISBN: 9789811631740 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book provides an accessible introduction and practical guidelines to apply asymmetric multidimensional scaling, cluster analysis, and related methods to asymmetric one-mode two-way and three-way asymmetric data. A major objective of this book is to present to applied researchers a set of methods and algorithms for graphical representation and clustering of asymmetric relationships. Data frequently concern measurements of asymmetric relationships between pairs of objects from a given set (e.g., subjects, variables, attributes,…), collected in one or more matrices. Examples abound in... This book provides an accessible introduction and practical guidelines to apply asymmetric multidimensional scaling, cluster analysis, and related ... |
cena:
603,81 |
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Advances in Knowledge Discovery and Data Mining: 26th Pacific-Asia Conference, Pakdd 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part II
ISBN: 9783031059353 / Angielski / Miękka / 558 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The 3-volume set LNAI 13280, LNAI 13281 and LNAI 13282 constitutes the proceedings of the 26th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2022, which was held during May 2022 in Chengdu, China. The 121 papers included in the proceedings were carefully reviewed and selected from a total of 558 submissions. They were organized in topical sections as follows: Part I: Data Science and Big Data Technologies, Part II: Foundations; and Part III: Applications.
The 3-volume set LNAI 13280, LNAI 13281 and LNAI 13282 constitutes the proceedings of the 26th Pacific-Asia Conference on Advances in Knowledge Discov...
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cena:
362,27 |
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Festschrift in Honor of R. Dennis Cook: Fifty Years of Contribution to Statistical Science
ISBN: 9783030690113 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. In honor of professor and renowned statistician R. Dennis Cook, this festschrift explores his influential contributions to an array of statistical disciplines ranging from experimental design and population genetics, to statistical diagnostics and all areas of regression-related inference and analysis. Since the early 1990s, Prof. Cook has led the development of dimension reduction methodology in three distinct but related regression contexts: envelopes, sufficient dimension reduction (SDR), and regression graphics. In particular, he has made fundamental and pioneering contributions to...
In honor of professor and renowned statistician R. Dennis Cook, this festschrift explores his influential contributions to an array of statistica...
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cena:
563,56 |
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Advanced Sampling Methods
ISBN: 9789811606243 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book discusses all major topics on survey sampling and estimation. It covers traditional as well as advanced sampling methods related to the spatial populations. The book presents real-world applications of major sampling methods and illustrates them with the R software. As a large sample size is not cost-efficient, this book introduces a new method by using the domain knowledge of the negative correlation between the variable of interest and the auxiliary variable in order to control the size of a sample. In addition, the book focuses on adaptive cluster sampling, rank-set sampling and...
This book discusses all major topics on survey sampling and estimation. It covers traditional as well as advanced sampling methods related to the spat...
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cena:
241,50 |
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Kernel Methods for Machine Learning with Math and R: 100 Exercises for Building Logic
ISBN: 9789811903977 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than relying on knowledge or experience. This textbook addresses the fundamentals of kernel methods for machine learning by considering relevant math problems and building R programs. The book’s main features are as follows:
The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than relying on knowledge or... |
cena:
181,11 |
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Python Programming for Data Analysis
ISBN: 9783030689544 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This textbook grew out of notes for the ECE143 Programming for Data Analysis class that the author has been teaching at University of California, San Diego, which is a requirement for both graduate and undergraduate degrees in Machine Learning and Data Science. This book is ideal for readers with some Python programming experience. The book covers key language concepts that must be understood to program effectively, especially for data analysis applications. Certain low-level language features are discussed in detail, especially Python memory management and data structures. Using...
This textbook grew out of notes for the ECE143 Programming for Data Analysis class that the author has been teaching at University of California, San ...
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cena:
221,37 |
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Kernel Methods for Machine Learning with Math and Python: 100 Exercises for Building Logic
ISBN: 9789811904004 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than relying on knowledge or experience. This textbook addresses the fundamentals of kernel methods for machine learning by considering relevant math problems and building Python programs. The book’s main features are as follows:
The most crucial ability for machine learning and data science is mathematical logic for grasping their essence rather than relying on knowledge or... |
cena:
181,11 |
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Hidden Markov Models and Applications
ISBN: 9783030991418 / Angielski / Twarda Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book focuses on recent advances, approaches, theories, and applications related Hidden Markov Models (HMMs). In particular, the book presents recent inference frameworks and applications that consider HMMs. The authors discuss challenging problems that exist when considering HMMs for a specific task or application, such as estimation or selection, etc. The goal of this volume is to summarize the recent advances and modern approaches related to these problems. The book also reports advances on classic but difficult problems in HMMs such as inference and feature selection and describes...
This book focuses on recent advances, approaches, theories, and applications related Hidden Markov Models (HMMs). In particular, the book presents rec...
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cena:
523,30 |
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