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Mining of Massive Datasets
57,99 € *
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Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The popularity of the Web and Internet commerce provides many extremely large datasets from which information can be gleaned by data mining. This book focuses on practical algorithms that have been used to solve key problems in data mining and can be applied successfully to even the largest datasets. It begins with a discussion of the MapReduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream-processing algorithms for mining data that arrives too fast for exhaustive processing. Other chapters cover the PageRank idea and related tricks for organizing the Web, the problems of finding frequent itemsets, and clustering. This third edition includes new and extended coverage on decision trees, deep learning, and mining social-network graphs.

Anbieter: buecher
Stand: 29.05.2020
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Mining of Massive Datasets
57,99 € *
ggf. zzgl. Versand

Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The popularity of the Web and Internet commerce provides many extremely large datasets from which information can be gleaned by data mining. This book focuses on practical algorithms that have been used to solve key problems in data mining and can be applied successfully to even the largest datasets. It begins with a discussion of the MapReduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream-processing algorithms for mining data that arrives too fast for exhaustive processing. Other chapters cover the PageRank idea and related tricks for organizing the Web, the problems of finding frequent itemsets, and clustering. This third edition includes new and extended coverage on decision trees, deep learning, and mining social-network graphs.

Anbieter: buecher
Stand: 29.05.2020
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A Proposed System for Image Mining
59,00 € *
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The internet and the advances in image acquisition and storage technology have led to tremendous growth in significantly large and detailed image databases (the World Wide Web is regarded as the largest global image repository). By analyzing these images the human users could obtain much more useful information. Image mining is a tool to analyze the images that have the same subject by dealing with the extraction of implicit knowledge, image data relationships, or other patterns not explicitly stored in the images. This book proposes a system for mining the images by a proposed association rule algorithm which will consider the recurrence of objects in the unique image in addition to the traditional consideration of objects recurrent in a collection of images.

Anbieter: Dodax
Stand: 29.05.2020
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Intelligent Computing, Communication and Devices
267,49 € *
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In the history of mankind, three revolutions which impact the human life are tool-making revolution, agricultural revolution and industrial revolution. They have transformed not only the economy and civilization but the overall development of the human society. Probably, intelligence revolution is the next revolution, which the society will perceive in the next 10 years. ICCD-2014 covers all dimensions of intelligent sciences, i.e. Intelligent Computing, Intelligent Communication and Intelligent Devices. This volume covers contributions from Intelligent Computing, areas such as Intelligent and Distributed Computing, Intelligent Grid & Cloud Computing, Internet of Things, Soft Computing and Engineering Applications, Data Mining and Knowledge discovery, Semantic and Web Technology, and Bio-Informatics. This volume also covers paper from Intelligent Device areas such as Embedded Systems, RFID, VLSI Design & Electronic Devices, Analog and Mixed-Signal IC Design and Testing, Solar Cells and Photonics, Nano Devices and Intelligent Robotics.

Anbieter: Dodax
Stand: 29.05.2020
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Business Information Systems
74,89 € *
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BIS 2009 held in Pozna? was the 12th in a series of international conferences on Business Information Systems. The BIS conference series has been recognized by professionals from its very beginning as a forum for the exchange and d- semination of topical research in the development, implementation, application and improvement of computer systems for business processes. The theme of the conference was Information Systems for Agile Organi- tions. The material collected in this volume covers recent tendencies in making organizations more responsive to external conditions. On the one hand, onto- gies are adopted as a tool for better data and information management. On the other hand, ?exible information systems based on process orientation are being developed. A set of 22 papers illustrating these trends were selected for presentation during the main event. The articles are grouped into the following conference topics: Ontologies in Organizations,Ontologies and Security, Process Modelling, Process Analysis and Mining, Service-Oriented Architecture, Web Search,SocialIssues,andERP. The Program Committee consisted of over 90 members, who carefully ev- uated all the submitted papers. The careful review process assured that each paper underwent thorough evaluation and received many valuable comments. Only the best-quality papers were selected, resulting in an acceptance rate of less than 30%. The regular program was complemented by outstanding keynote speakers. We were honored to host leading experts in business process management and information management: Wil van der Aalst (Eindhoven University of Techn- ogy, The Netherlands) and Asunción Gómez-Pérez (Universidad Politécnica de Madrid, Spain).

Anbieter: Dodax
Stand: 29.05.2020
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Mining of Massive Datasets
83,40 € *
ggf. zzgl. Versand

Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The popularity of the Web and Internet commerce provides many extremely large datasets from which information can be gleaned by data mining. This book focuses on practical algorithms that have been used to solve key problems in data mining and can be applied successfully to even the largest datasets. It begins with a discussion of the MapReduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream-processing algorithms for mining data that arrives too fast for exhaustive processing. Other chapters cover the PageRank idea and related tricks for organizing the Web, the problems of finding frequent itemsets, and clustering. This third edition includes new and extended coverage on decision trees, deep learning, and mining social-network graphs.

Anbieter: Dodax
Stand: 29.05.2020
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Build Your Own Search Engine
49,00 € *
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Web search engine is a data mining tool designed for collecting information from the World Wide Web and for displaying the relevant information according to user queries. Usually users can use popular search engines like Google, Bing, Yahoo, or Facebook to find the information. However, there are many occasions that we want to implement our own search engine, e.g., (1) we need a built-in search function in our website, and (2) we want to sell space for advertisements in pages that displayed when specific keywords are entered. This book is written to provide search engine software that can serve for such purposes. Because we believe simplicity is an important factor in the code deployment, we keep simplicity in mind when designing the software. We used Python, a popular multiplatform scripting language with simple syntax and comprehensive libraries to implement the search engine. Step-by-step guide to the software installation in Windows and Linux environment is given. In addition, this book also provides concise description about algorithms used in the software.

Anbieter: Dodax
Stand: 29.05.2020
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Graph Drawing Software
146,10 € *
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Automatic Graph Drawing is concerned with the layout of relational structures as they occur in Computer Science (Data Base Design, Data Mining, Web Mining), Bioinformatics (Metabolic Networks), Businessinformatics (Organization Diagrams, Event Driven Process Chains), or the Social Sciences (Social Networks).In mathematical terms, such relational structures are modeled as graphs or more general objects such as hypergraphs, clustered graphs, or compound graphs. A variety of layout algorithms that are based on graph theoretical foundations have been developed in the last two decades and implemented in software systems.After an introduction to the subject area and a concise treatment of the technical foundations for the subsequent chapters, this book features 14 chapters on state-of-the-art graph drawing software systems, ranging from general "tool boxes'' to customized software for various applications. These chapters are written by leading experts, they follow a uniform scheme and can be read independently from each other.

Anbieter: Dodax
Stand: 29.05.2020
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Handbook of Social Network Technologies and App...
181,89 € *
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Social networking is a concept that has existed for a long time, however, with the explosion of the Internet, social networking has become a tool for people to connect and communicate in ways that were impossible in the past. The recent development of Web 2.0 has provided many new applications, such as Myspace, Facebook, and LinkedIn.The purpose of Handbook of Social Network Technologies and Applications is to provide comprehensive guidelines on the current and future trends in social network technologies and applications in the field of Web-based Social Networks. This handbook includes contributions from world experts in the field of social networks from both academia and private industry. A number of crucial topics are covered including Web and software technologies and communication technologies for social networks. Web-mining techniques, visualization techniques, intelligent social networks, Semantic Web, and many other topics are covered. Standards for social networks, case studies, and a variety of applications are covered as well.

Anbieter: Dodax
Stand: 29.05.2020
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