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Mining, Modeling, and Recommending 'Things' in Social Media

Author : Martin Atzmueller
Publisher : Springer
ISBN 13 : 3319147234
Total Pages : 159 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Mining, Modeling, and Recommending 'Things' in Social Media by : Martin Atzmueller

Download or read book Mining, Modeling, and Recommending 'Things' in Social Media written by Martin Atzmueller and published by Springer. This book was released on 2014-12-24 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed joint post-workshop proceedings of the 4th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2013, held in Prague, Czech Republic, in September 2013, and the 4th International Workshop on Modeling Social Media, MSM 2013, held in Paris, France, in May 2013. The 8 full papers included in the book are revised and significantly extended versions of papers submitted to the workshops. The focus is on collective intelligence in ubiquitous and social environments. Issues tackled include personalization in social streams, recommendations exploiting social and ubiquitous data, and efficient information processing in social systems. Furthermore, this book presents work dealing with the problem of mining patterns from ubiquitous social data, including mobility mining and exploratory methods for ubiquitous data analysis.

Knowledge-Based Intelligent Information and Engineering Systems 1

Author : Mircea Gh. Negoita
Publisher : Springer Science & Business Media
ISBN 13 : 3540233180
Total Pages : 1337 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Knowledge-Based Intelligent Information and Engineering Systems 1 by : Mircea Gh. Negoita

Download or read book Knowledge-Based Intelligent Information and Engineering Systems 1 written by Mircea Gh. Negoita and published by Springer Science & Business Media. This book was released on 2004-09-17 with total page 1337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation The three-volume set LNAI 3213, LNAI 3214, and LNAI 3215 constitutes the refereed proceedings of the 8th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2004, held in Wellington, New Zealand in September 2004. The over 450 papers presented were carefully reviewed and selected from numerous submissions. The papers present a wealth of original research results from the field of intelligent information processing in the broadest sense; among the areas covered are artificial intelligence, computational intelligence, cognitive technologies, soft computing, data mining, knowledge processing, various new paradigms in biologically inspired computing, and applications in various domains like bioinformatics, finance, signal processing etc.

Mining Software Engineering Data for Software Reuse

Author : Themistoklis Diamantopoulos
Publisher : Springer Nature
ISBN 13 : 3030301060
Total Pages : 252 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Mining Software Engineering Data for Software Reuse by : Themistoklis Diamantopoulos

Download or read book Mining Software Engineering Data for Software Reuse written by Themistoklis Diamantopoulos and published by Springer Nature. This book was released on 2020-03-30 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph discusses software reuse and how it can be applied at different stages of the software development process, on different types of data and at different levels of granularity. Several challenging hypotheses are analyzed and confronted using novel data-driven methodologies, in order to solve problems in requirements elicitation and specification extraction, software design and implementation, as well as software quality assurance. The book is accompanied by a number of tools, libraries and working prototypes in order to practically illustrate how the phases of the software engineering life cycle can benefit from unlocking the potential of data. Software engineering researchers, experts, and practitioners can benefit from the various methodologies presented and can better understand how knowledge extracted from software data residing in various repositories can be combined and used to enable effective decision making and save considerable time and effort through software reuse. Mining Software Engineering Data for Software Reuse can also prove handy for graduate-level students in software engineering.

Exploring Advances in Interdisciplinary Data Mining and Analytics: New Trends

Author : Taniar, David
Publisher : IGI Global
ISBN 13 : 1613504756
Total Pages : 353 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis Exploring Advances in Interdisciplinary Data Mining and Analytics: New Trends by : Taniar, David

Download or read book Exploring Advances in Interdisciplinary Data Mining and Analytics: New Trends written by Taniar, David and published by IGI Global. This book was released on 2011-12-31 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book is an updated look at the state of technology in the field of data mining and analytics offering the latest technological, analytical, ethical, and commercial perspectives on topics in data mining"--Provided by publisher.

Advances in Knowledge Discovery and Data Mining

Author : James Bailey
Publisher : Springer
ISBN 13 : 3319317504
Total Pages : 587 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Advances in Knowledge Discovery and Data Mining by : James Bailey

Download or read book Advances in Knowledge Discovery and Data Mining written by James Bailey and published by Springer. This book was released on 2016-04-11 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set, LNAI 9651 and 9652, constitutes the thoroughly refereed proceedings of the 20th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2016, held in Auckland, New Zealand, in April 2016. The 91 full papers were carefully reviewed and selected from 307 submissions. They are organized in topical sections named: classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; feature extraction and pattern mining; graph and network data; spatiotemporal and image data; anomaly detection and clustering; novel models and algorithms; and text mining and recommender systems.

Advances in Knowledge Discovery and Data Mining

Author : Vincent S. Tseng
Publisher : Springer
ISBN 13 : 3319066056
Total Pages : 651 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Advances in Knowledge Discovery and Data Mining by : Vincent S. Tseng

Download or read book Advances in Knowledge Discovery and Data Mining written by Vincent S. Tseng and published by Springer. This book was released on 2014-05-08 with total page 651 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. The 40 full papers and the 60 short papers presented within these proceedings were carefully reviewed and selected from 371 submissions. They cover the general fields of pattern mining; social network and social media; classification; graph and network mining; applications; privacy preserving; recommendation; feature selection and reduction; machine learning; temporal and spatial data; novel algorithms; clustering; biomedical data mining; stream mining; outlier and anomaly detection; multi-sources mining; and unstructured data and text mining.

Social Network Mining, Analysis, and Research Trends: Techniques and Applications

Author : Ting, I-Hsien
Publisher : IGI Global
ISBN 13 : 1613505140
Total Pages : 430 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis Social Network Mining, Analysis, and Research Trends: Techniques and Applications by : Ting, I-Hsien

Download or read book Social Network Mining, Analysis, and Research Trends: Techniques and Applications written by Ting, I-Hsien and published by IGI Global. This book was released on 2011-12-31 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book covers current research trends in the area of social networks analysis and mining, sharing research from experts in the social network analysis and mining communities, as well as practitioners from social science, business, and computer science"--Provided by publisher.

Advances in Web Mining and Web Usage Analysis

Author : Olfa Nasraoui
Publisher : Springer Science & Business Media
ISBN 13 : 3540463461
Total Pages : 186 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Advances in Web Mining and Web Usage Analysis by : Olfa Nasraoui

Download or read book Advances in Web Mining and Web Usage Analysis written by Olfa Nasraoui and published by Springer Science & Business Media. This book was released on 2006-10-02 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 7th International Workshop on Mining Web Data, WEBKDD 2005, held in Chicago, IL, USA in August 2005 in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2005. The nine revised full papers presented together with a detailed preface went through two rounds of reviewing and improvement and were carefully selected for inclusion in the book.

Advanced Data Mining and Applications

Author : Longbing Cao
Publisher : Springer Science & Business Media
ISBN 13 : 3642173128
Total Pages : 589 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advanced Data Mining and Applications by : Longbing Cao

Download or read book Advanced Data Mining and Applications written by Longbing Cao and published by Springer Science & Business Media. This book was released on 2010-11-05 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Advanced Data Mining and Applications, ADMA 2010, held in Chongqing, China, in November 2010. 63 carefully reviewed regular papers and 55 revised short papers were presented. The papers are organized in topical sections on data mining foundations; data mining in specific areas; data mining methodologies and processes; and data mining applications and systems.

Applications of Data Mining to Electronic Commerce

Author : Ronny Kohavi
Publisher : Springer Science & Business Media
ISBN 13 : 1461516277
Total Pages : 153 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Applications of Data Mining to Electronic Commerce by : Ronny Kohavi

Download or read book Applications of Data Mining to Electronic Commerce written by Ronny Kohavi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Data Mining to Electronic Commerce brings together in one place important contributions and up-to-date research results in this fast moving area. Applications of Data Mining to Electronic Commerce serves as an excellent reference, providing insight into some of the most challenging research issues in the field.

Mining the Social Web

Author : Matthew A. Russell
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1449368212
Total Pages : 518 pages
Book Rating : 4.4/5 (493 download)

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Book Synopsis Mining the Social Web by : Matthew A. Russell

Download or read book Mining the Social Web written by Matthew A. Russell and published by "O'Reilly Media, Inc.". This book was released on 2013-10-04 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can you tap into the wealth of social web data to discover who’s making connections with whom, what they’re talking about, and where they’re located? With this expanded and thoroughly revised edition, you’ll learn how to acquire, analyze, and summarize data from all corners of the social web, including Facebook, Twitter, LinkedIn, Google+, GitHub, email, websites, and blogs. Employ the Natural Language Toolkit, NetworkX, and other scientific computing tools to mine popular social web sites Apply advanced text-mining techniques, such as clustering and TF-IDF, to extract meaning from human language data Bootstrap interest graphs from GitHub by discovering affinities among people, programming languages, and coding projects Build interactive visualizations with D3.js, an extraordinarily flexible HTML5 and JavaScript toolkit Take advantage of more than two-dozen Twitter recipes, presented in O’Reilly’s popular "problem/solution/discussion" cookbook format The example code for this unique data science book is maintained in a public GitHub repository. It’s designed to be easily accessible through a turnkey virtual machine that facilitates interactive learning with an easy-to-use collection of IPython Notebooks.

Trends and Applications in Knowledge Discovery and Data Mining

Author : Wen-Chih Peng
Publisher : Springer
ISBN 13 : 3319131869
Total Pages : 835 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Trends and Applications in Knowledge Discovery and Data Mining by : Wen-Chih Peng

Download or read book Trends and Applications in Knowledge Discovery and Data Mining written by Wen-Chih Peng and published by Springer. This book was released on 2014-11-26 with total page 835 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings at PAKDD Workshops 2014, held in conjunction with the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) held in Tainan, Taiwan, in May 2014. The 73 revised papers presented were carefully reviewed and selected from 179 submissions. The workshops affiliated with PAKDD 2014 include: Data Analytics for Targeted Healthcare, DANTH; Data Mining and Decision Analytics for Public Health and Wellness, DMDA-Health; Biologically Inspired Data Mining Techniques, BDM; Mobile Data Management, Mining, and Computing on Social Networks, MobiSocial; Big Data Science and Engineering on E-Commerce, BigEC; Cloud Service Discovery, CloudSD; Mobile Sensing, Mining and Visualization for Human Behavior Inferences, MSMV-HBI; Scalable Dats Analytics: Theory and Algorithms, SDA; Algorithms for Large-Scale Information Processing in Knowledge Discovery, ALSIP; Data Mining in Social Networks, SocNet; Data Mining in Biomedical Informatics and Healthcare, DMBIH; and Pattern Mining and Application of Big Data, BigPMA.

Cryptocurrency Mining For Dummies

Author : Peter Kent
Publisher : John Wiley & Sons
ISBN 13 : 1119579422
Total Pages : 422 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Cryptocurrency Mining For Dummies by : Peter Kent

Download or read book Cryptocurrency Mining For Dummies written by Peter Kent and published by John Wiley & Sons. This book was released on 2019-11-08 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Find out the essentials of cryptocurrency mining The cryptocurrency phenomenon has sparked a new opportunity mine for virtual gold, kind of like the prospectors of a couple centuries back. This time around, you need some tech know-how to get into the cryptocurrency mining game. This book shares the insight of two cryptocurrency insiders as they break down the necessary hardware, software, and strategies to mine Bitcoin, Ethereum, Monero, LiteCoin, and Dash. They also provide insight on how to stay ahead of the curve to maximize your return on investment. Get the tech tools and know-how to start mining Pick the best cryptocurrency to return your investment Apply a sound strategy to stay ahead of the game Find cryptocurrency value at the source From the basics of cryptocurrency and blockchain to selecting the best currency to mine, this easy-to-access book makes it easy to get started today!

Data Mining

Author : Mehmed Kantardzic
Publisher : John Wiley & Sons
ISBN 13 : 1119516048
Total Pages : 672 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Data Mining by : Mehmed Kantardzic

Download or read book Data Mining written by Mehmed Kantardzic and published by John Wiley & Sons. This book was released on 2019-11-12 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such as statistics, artificial intelligence, data bases, pattern recognition, and computer visualization. Advances in deep learning technology have opened an entire new spectrum of applications. The author—a noted expert on the topic—explains the basic concepts, models, and methodologies that have been developed in recent years. This new edition introduces and expands on many topics, as well as providing revised sections on software tools and data mining applications. Additional changes include an updated list of references for further study, and an extended list of problems and questions that relate to each chapter.This third edition presents new and expanded information that: • Explores big data and cloud computing • Examines deep learning • Includes information on convolutional neural networks (CNN) • Offers reinforcement learning • Contains semi-supervised learning and S3VM • Reviews model evaluation for unbalanced data Written for graduate students in computer science, computer engineers, and computer information systems professionals, the updated third edition of Data Mining continues to provide an essential guide to the basic principles of the technology and the most recent developments in the field.

The Professional's Guide to Mining the Internet

Author : Brian Clegg
Publisher : Psychology Press
ISBN 13 : 0749436557
Total Pages : 151 pages
Book Rating : 4.7/5 (494 download)

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Book Synopsis The Professional's Guide to Mining the Internet by : Brian Clegg

Download or read book The Professional's Guide to Mining the Internet written by Brian Clegg and published by Psychology Press. This book was released on 2001 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 2001. Routledge is an imprint of Taylor & Francis, an informa company.

Intelligent Agents for Data Mining and Information Retrieval

Author : Masoud Mohammadian
Publisher : IGI Global
ISBN 13 : 1591401941
Total Pages : 327 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Intelligent Agents for Data Mining and Information Retrieval by : Masoud Mohammadian

Download or read book Intelligent Agents for Data Mining and Information Retrieval written by Masoud Mohammadian and published by IGI Global. This book was released on 2004-01-01 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a large increase in the amount of information available on World Wide Web and also in number of online databases. This information abundance increases the complexity of locating relevant information. Such a complexity drives the need for improved and intelligent systems for search and information retrieval. Intelligent agents are currently used to improve the search and retrieval information on World Wide Web. The use of existing search and retrieval engines with the addition of intelligent agents allows a more comprehensive search with a performance that can be measured. Intelligent Agents for Data Mining and Information Retrieval discusses the foundation as well as the practical side of intelligent agents and their theory and applications for web data mining and information retrieval. The book can used for researchers at the undergraduate and post-graduate levels as well as a reference of the state-of-art for cutting edge researchers.

Evolving Application Domains of Data Warehousing and Mining: Trends and Solutions

Author : Furtado, Pedro Nuno San-Banto
Publisher : IGI Global
ISBN 13 : 1605668176
Total Pages : 363 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Evolving Application Domains of Data Warehousing and Mining: Trends and Solutions by : Furtado, Pedro Nuno San-Banto

Download or read book Evolving Application Domains of Data Warehousing and Mining: Trends and Solutions written by Furtado, Pedro Nuno San-Banto and published by IGI Global. This book was released on 2009-09-30 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides insight into the latest findings concerning data warehousing, data mining, and their applications in everyday human activities"--Provided by publisher.