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Synthesis Lectures on Data Min...This book offers a comprehensive overview of the various concepts and research... 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... more
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Synthesis Lectures on Data Min...The big data era is characterized by an explosion of information in the form o... 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... more
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Synthesis Lectures on Data Min...In recent years there has been a rapid growth of location-based social network... 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... more
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Synthesis Lectures on Data Min...This book presents a comprehensive range of topics in deep learning for polyme... This book presents a comprehensive range of topics in deep learning for polymer discovery from fundamental concepts to advanced methodologies. These topics are crucial as they address critical challenges in polymer science and engineering. With a... more
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Synthesis Lectures on Data Min...The importance of accurate recommender systems has been widely recognized by a... 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... more
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Synthesis Lectures on Data Min...This synthesis lecture provides a survey of work on privacy in online social n... This synthesis lecture provides a survey of work on privacy in online social networks (OSNs). This work encompasses concerns of users as well as service providers and third parties. Our goal is to approach such concerns from a computer-science... more
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Synthesis Lectures on Data Man...This lecture introduces systematically into the problem of managing large data... This lecture introduces systematically into the problem of managing large data collections in peer-to-peer systems. Search over large datasets has always been a key problem in peer-to-peer systems and the peer-to-peer paradigm has incited novel... more
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Synthesis Lectures on Data Man...Many applications process high volumes of streaming data among them Internet t... Many applications process high volumes of streaming data among them Internet traffic analysis financial tickers and transaction log mining. In general a data stream is an unbounded data set that is produced incrementally over time rather than being... more
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Advances in Data Mining: Appli...The Industrial Conference on Data Mining ICDM-Leipzig was the sixth event in a... The Industrial Conference on Data Mining ICDM-Leipzig was the sixth event in a series of annual events which started in 2000. We are pleased to note that the topic data mining with special emphasis on real-world applications has been adopted by so... more
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Synthesis Lectures on Data Man...Spatial database management deals with the storage indexing and querying of da... Spatial database management deals with the storage indexing and querying of data with spatial features such as location and geometric extent. Many applications require the efficient management of spatial data including Geographic Information Systems... more
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Synthesis Lectures on Visualiz...When you picture human-data interactions (HDI) what comes to mind? The datafic... When you picture human-data interactions (HDI) what comes to mind? The datafication of modern life along with open data initiatives advocating for transparency and access to current and historical datasets has fundamentally transformed when where... more
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Synthesis Lectures on Data Man...Data profiling refers to the activity of collecting data about data {i.e.} met... Data profiling refers to the activity of collecting data about data {i.e.} metadata. Most IT professionals and researchers who work with data have engaged in data profiling at least informally to understand and explore an unfamiliar dataset or to... more
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Synthesis Lectures on Data Man...Data exchange is the problem of finding an instance of a target schema given a... Data exchange is the problem of finding an instance of a target schema given an instance of a source schema and a specification of the relationship between the source and the target. Such a target instance should correctly represent information from... more
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Synthesis Lectures on Data Man...Privacy preservation has become a major issue in many data analysis applicatio... Privacy preservation has become a major issue in many data analysis applications. When a data set is released to other parties for data analysis privacy-preserving techniques are often required to reduce the possibility of identifying sensitive... more
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Synthesis Lectures on Data Man...The volume of natural language text data has been rapidly increasing over the ... The volume of natural language text data has been rapidly increasing over the past two decades due to factors such as the growth of the Web the low cost associated with publishing and the progress on the digitization of printed texts. This growth... more
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Synthesis Lectures on Data Man...On the Web a massive amount of user-generated content is available through var... On the Web a massive amount of user-generated content is available through various channels (e.g. texts tweets Web tables databases multimedia-sharing platforms etc.). Conflicting information rumors erroneous and fake content can be easily spread... more
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Synthesis Lectures on Data Man...One of the application areas of data mining is the World Wide Web (WWW or Web)... One of the application areas of data mining is the World Wide Web (WWW or Web) which serves as a huge widely distributed global information service for every kind of information such as news advertisements consumer information financial management... more
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Synthesis Lectures on Data Man...The topic of using views to answer queries has been popular for a few decades ... The topic of using views to answer queries has been popular for a few decades now as it cuts across domains such as query optimization information integration data warehousing website design and recently database-as-a-service and data placement in... more
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Synthesis Lectures on Visual C...In image processing and computer vision applications such as medical or scient... In image processing and computer vision applications such as medical or scientific image data analysis as well as in industrial scenarios images are used as input measurement data. It is good scientific practice that proper measurements must be... more
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Synthesis Lectures on Data Man...Probabilistic databases are databases where the value of some attributes or th... Probabilistic databases are databases where the value of some attributes or the presence of some records are uncertain and known only with some probability. Applications in many areas such as information extraction RFID and scientific data... more
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Synthesis Lectures on Data Sem...This book introduces core natural language processing (NLP) technologies to no... This book introduces core natural language processing (NLP) technologies to non-experts in an easily accessible way as a series of building blocks that lead the user to understand key technologies why they are required and how to integrate them into... more
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Synthesis Lectures on Data Man...Text data that is associated with location data has become ubiquitous. A tweet... Text data that is associated with location data has become ubiquitous. A tweet is an example of this type of data where the text in a tweet is associated with the location where the tweet has been issued. We use the term spatial-keyword data to... more
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Synthesis Lectures on Data Man...It has become highly desirable to provide users with flexible ways to query/se... It has become highly desirable to provide users with flexible ways to query/search information over databases as simple as keyword search like Google search. This book surveys the recent developments on keyword search over databases and focuses on... more
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Synthesis Lectures on Data Man...As an alternative to traditional client-server systems Peer-to-Peer (P2P) syst... As an alternative to traditional client-server systems Peer-to-Peer (P2P) systems provide major advantages in terms of scalability autonomy and dynamic behavior of peers and decentralization of control. Thus they are well suited for large-scale data... more
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Synthesis Lectures on Data Man...Interacting with graphs using queries has emerged as an important research pro... Interacting with graphs using queries has emerged as an important research problem for real-world applications that center on large graph data. Given the syntactic complexity of graph query languages (e.g. SPARQL Cypher) visual graph query... more
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Synthesis Lectures on Data Man...Nowadays textual databases are among the most rapidly growing collections of d... Nowadays textual databases are among the most rapidly growing collections of data. Some of these collections contain a new type of data that differs from classical numerical or textual data. These are long sequences of symbols not divided into... more
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Synthesis Lectures on Data Man...Schema matching is the task of providing correspondences between concepts desc... Schema matching is the task of providing correspondences between concepts describing the meaning of data in various heterogeneous distributed data sources. Schema matching is one of the basic operations required by the process of data and schema... more
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Synthesis Lectures on Data Man...Incomplete data is part of life and almost all areas of scientific studies. Us... Incomplete data is part of life and almost all areas of scientific studies. Users tend to skip certain fields when they fill out online forms; participants choose to ignore sensitive questions on surveys; sensors fail resulting in the loss of... more
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Synthesis Lectures on Data Man...After the traditional document-centric Web 1.0 and user-generated content focu... After the traditional document-centric Web 1.0 and user-generated content focused Web 2.0 Web 3.0 has become a repository of an ever growing variety of Web resources that include data and services associated with enterprises social networks sensors... more
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Big Data: A Guide to Big Data ...Big Data: A Guide to Big Data Trends Artificial Intelligence Machine Learning ... Big Data: A Guide to Big Data Trends Artificial Intelligence Machine Learning Predictive Analytics Internet of Things Data more
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Synthesis Lectures on Computer...This Synthesis Lecture focuses on techniques for efficient data orchestration ... This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. The End of Moore s Law coupled with the increasing growth in deep learning and other AI applications has led to the emergence of custom Deep... more
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Pre-Owned Statistics for HCI: ...9781681737430. Pre-Owned: Good condition. Trade paperback. Language: English. ... 9781681737430. Pre-Owned: Good condition. Trade paperback. Language: English. Pages: 181. Trade paperback (US). Glued binding. 181 p. Synthesis Lectures on Human-Centered Informatics. Many people find statistics confusing and perhaps even more... more
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Synthesis Lectures on Data Sem...This book provides a comprehensive and accessible introduction to knowledge gr... This book provides a comprehensive and accessible introduction to knowledge graphs which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to... more
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Pre-Owned Library Linked Data ...This book describes OCLC s contributions to the transformation of the Internet... This book describes OCLC s contributions to the transformation of the Internet from a web of documents to a Web of Data. The new Web is a growing cloud of interconnected resources that identify the things people want to know about when they approach... more
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Synthesis Lectures on Computer...In the human quest for scientific knowledge empirical evidence is collected by... In the human quest for scientific knowledge empirical evidence is collected by visual perception. Tracking with computer vision takes on the important role to reveal complex patterns of motion that exist in the world we live in. Multi-object... more
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Synthesis Lectures on Data Man...Query reformulation refers to a process of translating a source query--a reque... Query reformulation refers to a process of translating a source query--a request for information in some high-level logic-based language--into a target plan that abides by certain interface restrictions. Many practical problems in data management... more
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Synthesis Lectures on Data Man...There are millions of searchable data sources on the Web and to a large extent... There are millions of searchable data sources on the Web and to a large extent their contents can only be reached through their own query interfaces. There is an enormous interest in making the data in these sources easily accessible. There are... more
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Synthesis Lectures on Data Man...This book is a gentle introduction to dominance-based query processing techniq... 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... more
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Pre-Owned Mining Data for Fina...9783030377199. Pre-Owned: Good condition. Trade paperback. 2020 ed. Language: ... 9783030377199. Pre-Owned: Good condition. Trade paperback. 2020 ed. Language: English. Pages: 133. Trade paperback (US). Glued binding. 133 p. Contains: Unspecified Illustrations black & white Illustrations color. This book constitutes revised... more
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Lecture Notes in Networks and ...Part 1: Data Science and Data Analytics.- Chapter 1. Iot Security: Recent Tren... Part 1: Data Science and Data Analytics.- Chapter 1. Iot Security: Recent Trends And Challenges.- Chapter 2. Assistive Technology for Pedagogical Support and Application of Data Analysis in Neurodevelopmental Disability.- Chapter 3. Developing Smart... more
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