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Probabilistic Approaches to Recommendations
ISBN: 9783031007781 / Angielski / Miękka / 181 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The importance of accurate recommender systems has been widely recognized by academia and industry, and recommendation is rapidly becoming one of the most successful applications of data mining and machine learning. Understanding and predicting the choices and preferences of users is a challenging task: real-world scenarios involve users behaving in complex situations, where prior beliefs, specific tendencies, and reciprocal influences jointly contribute to determining the preferences of users toward huge amounts of information, services, and products. Probabilistic modeling represents a...
The importance of accurate recommender systems has been widely recognized by academia and industry, and recommendation is rapidly becoming one of the ...
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cena:
140,86 |
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Mining Human Mobility in Location-Based Social Networks
ISBN: 9783031007804 / Angielski / Miękka / 99 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. In recent years, there has been a rapid growth of location-based social networking services, such as Foursquare and Facebook Places, which have attracted an increasing number of users and greatly enriched their urban experience. Typical location-based social networking sites allow a user to "check in" at a real-world POI (point of interest, e.g., a hotel, restaurant, theater, etc.), leave tips toward the POI, and share the check-in with their online friends. The check-in action bridges the gap between real world and online social networks, resulting in a new type of social networks, namely...
In recent years, there has been a rapid growth of location-based social networking services, such as Foursquare and Facebook Places, which have attrac...
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cena:
132,80 |
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Control Systems Synthesis: A Factorization Approach, Part I
ISBN: 9783031007002 / Angielski / Miękka / 188 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book introduces the so-called ""stable factorization approach"" to the synthesis of feedback controllers for linear control systems. The key to this approach is to view the multi-input, multi-output (MIMO) plant for which one wishes to design a controller as a matrix over the fraction field F associated with a commutative ring with identity, denoted by R, which also has no divisors of zero. In this setting, the set of single-input, single-output (SISO) stable control systems is precisely the ring R, while the set of stable MIMO control systems is the set of matrices whose elements all...
This book introduces the so-called ""stable factorization approach"" to the synthesis of feedback controllers for linear control systems. The key to t...
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cena:
201,24 |
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On Uncertain Graphs
ISBN: 9783031007323 / Angielski / Miękka / 80 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Large-scale, highly interconnected networks, which are often modeled as graphs, pervade both our society and the natural world around us. Uncertainty, on the other hand, is inherent in the underlying data due to a variety of reasons, such as noisy measurements, lack of precise information needs, inference and prediction models, or explicit manipulation, e.g., for privacy purposes. Therefore, uncertain, or probabilistic, graphs are increasingly used to represent noisy linked data in many emerging application scenarios, and they have recently become a hot topic in the database and data mining...
Large-scale, highly interconnected networks, which are often modeled as graphs, pervade both our society and the natural world around us. Uncertainty,...
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cena:
213,32 |
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Skylines and Other Dominance-Based Queries
ISBN: 9783031007484 / Angielski / Miękka / 160 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book is a gentle introduction to dominance-based query processing techniques and their applications. The book aims to present fundamental as well as some advanced issues in the area in a precise, but easy-to-follow, manner. Dominance is an intuitive concept that can be used in many different ways in diverse application domains. The concept of dominance is based on the values of the attributes of each object. An object dominates another object if is better than . This goodness criterion may differ from one user to another. However, all decisions boil down to the...
This book is a gentle introduction to dominance-based query processing techniques and their applications. The book aims to present fundamental as well...
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cena:
201,24 |
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Detecting Fake News on Social Media
ISBN: 9783031007873 / Angielski / Miękka / 121 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. In the past decade, social media has become increasingly popular for news consumption due to its easy access, fast dissemination, and low cost. However, social media also enables the wide propagation of "fake news," i.e., news with intentionally false information. Fake news on social media can have significant negative societal effects. Therefore, fake news detection on social media has recently become an emerging research area that is attracting tremendous attention. This book, from a data mining perspective, introduces the basic concepts and characteristics of fake news across disciplines,...
In the past decade, social media has become increasingly popular for news consumption due to its easy access, fast dissemination, and low cost. Howeve...
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cena:
221,37 |
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State-Space Control Systems: The MATLAB(R)/Simulink(R) Approach
ISBN: 9783031007040 / Angielski / Miękka / 172 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. These days, nearly all the engineering problem are solved with the aid of suitable computer packages. This book shows how MATLAB/Simulink could be used to solve state-space control problems. In this book, it is assumed that you are familiar with the theory and concepts of state-space control, i.e., you took or you are taking a course on state-space control system and you read this book in order to learn how to solve state-space control problems with the aid of MATLAB/Simulink. The book is composed of three chapters. Chapter 1 shows how a state-space mathematical model could be entered into...
These days, nearly all the engineering problem are solved with the aid of suitable computer packages. This book shows how MATLAB/Simulink could be use...
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cena:
201,24 |
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Outlier Detection for Temporal Data
ISBN: 9783031007774 / Angielski / Miękka / 110 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science, distributed systems, spatio-temporal mining, etc. Initial research in outlier detection focused on time series-based outliers (in statistics). Since then, outlier detection has been studied on a large variety of data types including high-dimensional data, uncertain data, stream data, network data, time series data, spatial data, and spatio-temporal data. While there have been many tutorials and...
Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data m...
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cena:
140,86 |
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Provenance Data in Social Media
ISBN: 9783031007767 / Angielski / Miękka / 72 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Social media shatters the barrier to communicate anytime anywhere for people of all walks of life. The publicly available, virtually free information in social media poses a new challenge to consumers who have to discern whether a piece of information published in social media is reliable. For example, it can be difficult to understand the motivations behind a statement passed from one user to another, without knowing the person who originated the message. Additionally, false information can be propagated through social media, resulting in embarrassment or irreversible damages. Provenance...
Social media shatters the barrier to communicate anytime anywhere for people of all walks of life. The publicly available, virtually free information ...
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cena:
100,60 |
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Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions
ISBN: 9783031007712 / Angielski / Miękka / 138 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Ensemble methods have been called the most influential development in Data Mining and Machine Learning in the past decade. They combine multiple models into one usually more accurate than the best of its components. Ensembles can provide a critical boost to industrial challenges -- from investment timing to drug discovery, and fraud detection to recommendation systems -- where predictive accuracy is more vital than model interpretability. Ensembles are useful with all modeling algorithms, but this book focuses on decision trees to explain them most clearly. After describing trees and their...
Ensemble methods have been called the most influential development in Data Mining and Machine Learning in the past decade. They combine multiple model...
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cena:
112,68 |
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Graph Mining: Laws, Tools, and Case Studies
ISBN: 9783031007750 / Angielski / Miękka / 191 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. What does the Web look like? How can we find patterns, communities, outliers, in a social network? Which are the most central nodes in a network? These are the questions that motivate this work. Networks and graphs appear in many diverse settings, for example in social networks, computer-communication networks (intrusion detection, traffic management), protein-protein interaction networks in biology, document-text bipartite graphs in text retrieval, person-account graphs in financial fraud detection, and others. In this work, first we list several surprising patterns that real graphs tend...
What does the Web look like? How can we find patterns, communities, outliers, in a social network? Which are the most central nodes in a network? Thes...
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cena:
140,86 |
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Mining Latent Entity Structures
ISBN: 9783031007798 / Angielski / Miękka / 147 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The "big data" era is characterized by an explosion of information in the form of digital data collections, ranging from scientific knowledge, to social media, news, and everyone's daily life. Examples of such collections include scientific publications, enterprise logs, news articles, social media, and general web pages. Valuable knowledge about multi-typed entities is often hidden in the unstructured or loosely structured, interconnected data. Mining latent structures around entities uncovers hidden knowledge such as implicit topics, phrases, entity roles and relationships. In this...
The "big data" era is characterized by an explosion of information in the form of digital data collections, ranging from scientific knowledge, to soci...
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cena:
201,24 |
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Modeling and Data Mining in Blogosphere
ISBN: 9783031007705 / Angielski / Miękka / 127 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book offers a comprehensive overview of the various concepts and research issues about blogs or weblogs. It introduces techniques and approaches, tools and applications, and evaluation methodologies with examples and case studies. Blogs allow people to express their thoughts, voice their opinions, and share their experiences and ideas. Blogs also facilitate interactions among individuals creating a network with unique characteristics. Through the interactions individuals experience a sense of community. We elaborate on approaches that extract communities and cluster blogs based on...
This book offers a comprehensive overview of the various concepts and research issues about blogs or weblogs. It introduces techniques and approaches,...
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cena:
100,60 |
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Knowledge and Systems Sciences: 21st International Symposium, KSS 2022, Beijing, China, June 11-12, 2022, Proceedings
ISBN: 9789811936098 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book constitutes the refereed proceedings of the 21st International Symposium on Knowledge and Systems Sciences, KSS 2022, held in Beijing, China, in June 2022.
The 14 revised full papers and 3 short paper presented were carefully reviewed and selected from 51 submissions. The papers are organized in topical secions on data mining and machine learning; model-based systems engineering; complex systems modeling and knowledge technologies. This book constitutes the refereed proceedings of the 21st International Symposium on Knowledge and Systems Sciences, KSS 2022, held in Beijing, China...
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cena:
301,89 |
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Correlation Clustering
ISBN: 9783031791987 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. Given a set of objects and a pairwise similarity measure between them, the goal of correlation clustering is to partition the objects in a set of clusters to maximize the similarity of the objects within the same cluster and minimize the similarity of the objects in different clusters. In most of the variants of correlation clustering, the number of clusters is not a given parameter; instead, the optimal number of clusters is automatically determined. Correlation clustering is perhaps the most natural formulation of clustering: as it just needs a definition of similarity, its broad generality...
Given a set of objects and a pairwise similarity measure between them, the goal of correlation clustering is to partition the objects in a set of clus...
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cena:
241,50 |
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Data Science: 8th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2022, Chengdu, China,
ISBN: 9789811951930 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This two volume set (CCIS 1628 and 1629) constitutes the refereed proceedings of the 8th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2022 held in Chengdu, China, in August, 2022. The 65 full papers and 26 short papers presented in these two volumes were carefully reviewed and selected from 261 submissions. The papers are organized in topical sections on: Big Data Mining and Knowledge Management; Machine Learning for Data Science; Multimedia Data Management and Analysis. This two volume set (CCIS 1628 and 1629) constitutes the refereed proceedings of the 8th International Conference of Pioneering Computer Scientists... |
cena:
402,53 |
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Knowledge Discovery from Multi-Sourced Data
ISBN: 9789811918780 / Angielski / Miękka Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book addresses several knowledge discovery problems on multi-sourced data where the theories, techniques, and methods in data cleaning, data mining, and natural language processing are synthetically used. This book mainly focuses on three data models: the multi-sourced isomorphic data, the multi-sourced heterogeneous data, and the text data. On the basis of three data models, this book studies the knowledge discovery problems including truth discovery and fact discovery on multi-sourced data from four important properties: relevance, inconsistency, sparseness, and heterogeneity,...
This book addresses several knowledge discovery problems on multi-sourced data where the theories, techniques, and methods in data cleaning, data...
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cena:
201,24 |
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The Beginner's Guide to Data Science
ISBN: 9783031078644 / Angielski / Twarda / 336 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
241,50 |
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Building the Snowflake Data Cloud: Monetizing and Democratizing Your Data
ISBN: 9781484285923 / Angielski / Miękka / 437 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
241,50 |
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Machine Learning for Business Analytics: Concepts, Techniques, and Applications with Analytic Solver Data Mining
ISBN: 9781119829836 / Angielski / Twarda / 540 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
537,41 |
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