Duplicates

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An Introduction to Duplicate Detection

Author : Felix Nauman
Publisher : Springer Nature
ISBN 13 : 3031018354
Total Pages : 77 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis An Introduction to Duplicate Detection by : Felix Nauman

Download or read book An Introduction to Duplicate Detection written by Felix Nauman and published by Springer Nature. This book was released on 2022-06-01 with total page 77 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the ever increasing volume of data, data quality problems abound. Multiple, yet different representations of the same real-world objects in data, duplicates, are one of the most intriguing data quality problems. The effects of such duplicates are detrimental; for instance, bank customers can obtain duplicate identities, inventory levels are monitored incorrectly, catalogs are mailed multiple times to the same household, etc. Automatically detecting duplicates is difficult: First, duplicate representations are usually not identical but slightly differ in their values. Second, in principle all pairs of records should be compared, which is infeasible for large volumes of data. This lecture examines closely the two main components to overcome these difficulties: (i) Similarity measures are used to automatically identify duplicates when comparing two records. Well-chosen similarity measures improve the effectiveness of duplicate detection. (ii) Algorithms are developed to perform on very large volumes of data in search for duplicates. Well-designed algorithms improve the efficiency of duplicate detection. Finally, we discuss methods to evaluate the success of duplicate detection. Table of Contents: Data Cleansing: Introduction and Motivation / Problem Definition / Similarity Functions / Duplicate Detection Algorithms / Evaluating Detection Success / Conclusion and Outlook / Bibliography

Report

Author : United States. Congress. House
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Report by : United States. Congress. House

Download or read book Report written by United States. Congress. House and published by . This book was released on 1939 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Issues in Bioengineering and Bioinformatics: 2011 Edition

Author :
Publisher : ScholarlyEditions
ISBN 13 : 1464964173
Total Pages : 1824 pages
Book Rating : 4.4/5 (649 download)

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Book Synopsis Issues in Bioengineering and Bioinformatics: 2011 Edition by :

Download or read book Issues in Bioengineering and Bioinformatics: 2011 Edition written by and published by ScholarlyEditions. This book was released on 2012-01-09 with total page 1824 pages. Available in PDF, EPUB and Kindle. Book excerpt: Issues in Bioengineering and Bioinformatics: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Bioengineering and Bioinformatics. The editors have built Issues in Bioengineering and Bioinformatics: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Bioengineering and Bioinformatics in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Bioengineering and Bioinformatics: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Report of the State Librarian

Author : Oregon State Library
Publisher :
ISBN 13 :
Total Pages : 436 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Report of the State Librarian by : Oregon State Library

Download or read book Report of the State Librarian written by Oregon State Library and published by . This book was released on 1868 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1884/86-1901/02 include catalogue of the State library.

Passive and Active Measurement

Author : Jelena Mirkovic
Publisher : Springer
ISBN 13 : 3319155091
Total Pages : 376 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Passive and Active Measurement by : Jelena Mirkovic

Download or read book Passive and Active Measurement written by Jelena Mirkovic and published by Springer. This book was released on 2015-03-03 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th International Conference on Passive and Active Measurement, PAM 2015, held in New York, NY, USA, in March 2015. The 27 full papers presented were carefully reviewed and selected from 100 submissions. The papers have been organized in the following topical sections: DNS and Routing, Mobile and Cellular, IPv6, Internet-Wide, Web and Peer-to-Peer, Wireless and Embedded, and Software Defined Networking.

Applied Mining Geology

Author : Marat Abzalov
Publisher : Springer
ISBN 13 : 3319392646
Total Pages : 441 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Applied Mining Geology by : Marat Abzalov

Download or read book Applied Mining Geology written by Marat Abzalov and published by Springer. This book was released on 2016-08-10 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a detailed overview of the operational principles of modern mining geology, which are presented as a good mix of theory and practice, allowing use by a broad range of specialists, from students to lecturers and experienced geologists. The book includes comprehensive descriptions of mining geology techniques, including conventional methods and new approaches. The attributes presented in the book can be used as a reference and as a guide by mining industry specialists developing mining projects and for optimizing mining geology procedures. Applications of the methods are explained using case studies and are facilitated by the computer scripts added to the book as Electronic Supplementary Material.

Advanced Excel for Productivity

Author : Chris Urban
Publisher : Lulu.com
ISBN 13 : 0997877308
Total Pages : 194 pages
Book Rating : 4.9/5 (978 download)

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Book Synopsis Advanced Excel for Productivity by : Chris Urban

Download or read book Advanced Excel for Productivity written by Chris Urban and published by Lulu.com. This book was released on 2016-09 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is for those who are familiar with Microsoft Excel and use it on a regular basis. You know there's more out there, a way to do more, faster, and better. Learn to step up your game with Advanced Excel for Productivity, a readable and useful guide to improving everything you do in Excel. Learn advanced techniques for Microsoft Excel, including keyboard shortcuts, functions, data analysis, VBA, and other advanced tips.

Intelligent Data Engineering and Automated Learning - IDEAL 2005

Author : Marcus Gallagher
Publisher : Springer
ISBN 13 : 3540316930
Total Pages : 613 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Intelligent Data Engineering and Automated Learning - IDEAL 2005 by : Marcus Gallagher

Download or read book Intelligent Data Engineering and Automated Learning - IDEAL 2005 written by Marcus Gallagher and published by Springer. This book was released on 2005-06-20 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume in the Lecture Notes in Computer Science series contains accepted papers presented at IDEAL 2005, held in Brisbane, Australia, during July 6–8, 2005.

Prokaryotic Communications: From Macromolecular Interdomain to Intercellular Talks (Recognition) and Beyond

Author : Chew Chieng Yeo
Publisher : Frontiers Media SA
ISBN 13 : 2889668509
Total Pages : 280 pages
Book Rating : 4.8/5 (896 download)

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Book Synopsis Prokaryotic Communications: From Macromolecular Interdomain to Intercellular Talks (Recognition) and Beyond by : Chew Chieng Yeo

Download or read book Prokaryotic Communications: From Macromolecular Interdomain to Intercellular Talks (Recognition) and Beyond written by Chew Chieng Yeo and published by Frontiers Media SA. This book was released on 2021-06-04 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Ultimate Pandas for Data Manipulation and Visualization

Author : Tahera Firdose
Publisher : Orange Education Pvt Ltd
ISBN 13 : 8197256241
Total Pages : 384 pages
Book Rating : 4.1/5 (972 download)

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Book Synopsis Ultimate Pandas for Data Manipulation and Visualization by : Tahera Firdose

Download or read book Ultimate Pandas for Data Manipulation and Visualization written by Tahera Firdose and published by Orange Education Pvt Ltd. This book was released on 2024-06-10 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: TAGLINE Unlock the power of Data Manipulation with Pandas. KEY FEATURES ● Master Pandas from basics to advanced and its data manipulation techniques. ● Visualize data effectively with Matplotlib and explore data efficiently. ● Learn through hands-on examples and practical real-world use cases. DESCRIPTION Unlock the power of Pandas, the essential Python library for data analysis and manipulation. This comprehensive guide takes you from the basics to advanced techniques, ensuring you master every aspect of pandas. You'll start with an introduction to pandas and data analysis, followed by in-depth explorations of pandas Series and DataFrame, the core data structures. Learn essential skills for data cleaning and filtering, and master grouping and aggregation techniques to summarize and analyze your data sets effectively. Discover how to reshape and pivot data, join and merge multiple datasets, and handle time series analysis. Enhance your data analysis with compelling visualizations using Matplotlib, and apply your knowledge in a real-world scenario by analyzing bank customer churn. Through hands-on examples and practical use cases, this book equips you with the tools to clean, filter, aggregate, reshape, merge, and visualize data effectively, transforming it into actionable insights. WHAT WILL YOU LEARN ● Wrangle data efficiently using Pandas' cleaning, filtering, and transformation techniques. ● Unlock hidden patterns with advanced grouping, joining, and merging operations. ● Master time series analysis with Pandas to extract valuable insights from your data. ● Apply Pandas to real-world scenarios like customer churn analysis and financial modeling. ● Unleash the power of data visualization with Matplotlib and craft compelling charts and graphs. ● Enhance your workflow with essential Pandas optimizations and performance tips. WHO IS THIS BOOK FOR? This book is ideal for aspiring data scientists, analysts, and Python enthusiasts looking to enhance their data manipulation skills using Pandas. Familiarity with Python programming basics and a basic understanding of data structures will greatly benefit readers as they delve into the concepts presented in this book. TABLE OF CONTENTS 1. Introduction to Pandas and Data Analysis 2. Pandas Series 3. Pandas DataFrame 4. Data Cleaning with Pandas 5. Data Filtering with Pandas 6. Grouping and Aggregating Data 7. Reshaping and Pivoting in Pandas 8. Joining and Merging Data in Pandas 9. Introduction to Time Series Analysis in Pandas 10. Visualization Using Matplotlib 11. Analyzing Bank Customer Churn Using Pandas Index

State, Economy, and Society in Western Europe, 1815-1975: The growth of industrial societies and capitalist economies

Author : Peter Flora
Publisher : Saint James Press
ISBN 13 :
Total Pages : 768 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis State, Economy, and Society in Western Europe, 1815-1975: The growth of industrial societies and capitalist economies by : Peter Flora

Download or read book State, Economy, and Society in Western Europe, 1815-1975: The growth of industrial societies and capitalist economies written by Peter Flora and published by Saint James Press. This book was released on 1983 with total page 768 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Microsoft Excel Guide for Success

Author : Kevin Pitch
Publisher : Top Notch International LTD
ISBN 13 :
Total Pages : 218 pages
Book Rating : 4./5 ( download)

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Book Synopsis Microsoft Excel Guide for Success by : Kevin Pitch

Download or read book Microsoft Excel Guide for Success written by Kevin Pitch and published by Top Notch International LTD. This book was released on with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: EXCLUSIVE BONUS CONTENTS AVAILABLE INSIDE: -VIDEO MASTERCLASS: Access expert-guided tutorials on Microsoft Excel and discover valuable tips and tricks. -MOBILE APP ON THE GO: Gain instant access to a world of resources and tips right from your smartphone. -READY-TO-USE TEMPLATES: Simplify your work with a collection of templates ready for immediate use. -PRINTABLE SHORTCUTS: "Instant help at your fingertips" - Speed up Excel tasks with ready-to-use printed shortcuts. -TIPS FOR INTEGRATION WITH CHAT GPT: Unlock innovative ways to integrate Excel with ChatGPT, enabling you to automate tasks, generate insightful data analysis, and much more. Feel overwhelmed by columns, rows, and endless data? Are you stuck in the quagmire of Excel confusion, feeling like you're just skimming the surface of its potential? Dream of a day when Excel tasks become second nature, powering your professional journey? If you answered “Yes” to at least one of these questions, then keep reading to start saving precious minutes of your work. I understand how daunting Excel can seem, with its complex functions and seemingly infinite possibilities. It's easy to feel lost amidst the formulas and charts, wondering if you'll ever harness the full power of this essential tool. You're not alone in this struggle. Many faces these challenges, feeling overwhelmed and under-equipped to turn data into decisions. Unveil the magic of Microsoft Excel with this guide, meticulously crafted not just to educate but to empower. Witness not only a transformation in your technical prowess but also a newfound confidence that permeates every professional endeavor. Unveil Your Potential & Discoveries: -BE THE MASTER OF YOUR DATA: No more data dread. Transform intimidating numbers into stories, insights, and confident decisions. -ARTISTIC DATA VISUALS: It's not just about charts; it's about telling compelling tales. Create visuals that captivate, inform, and inspire. -DIVE INTO EXCEL'S MYSTERIES: Unearth the hidden gems and potent functions. Feel the thrill of discovery as even the most advanced features bow to your command. -CONNECT & THRIVE: Move beyond solitary work. Master collaborative tools, share insights, and build bridges of understanding across teams. -YOUR TRANSFORMATIONAL JOURNEY: It's not just about Excel; it's about you. Become the beacon of expertise, confidence, and growth in your workspace. Are you ready to not just learn, but to evolve? To not just work, but to thrive? Embrace your journey with Microsoft Excel, where every chapter is a steppingstone to your professional renaissance. Click "Buy Now" and let your Excel odyssey begin!

Adaptive Windows for Duplicate Detection

Author : Uwe Draisbach
Publisher : Universitätsverlag Potsdam
ISBN 13 : 3869561432
Total Pages : 46 pages
Book Rating : 4.8/5 (695 download)

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Book Synopsis Adaptive Windows for Duplicate Detection by : Uwe Draisbach

Download or read book Adaptive Windows for Duplicate Detection written by Uwe Draisbach and published by Universitätsverlag Potsdam. This book was released on 2012 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: Duplicate detection is the task of identifying all groups of records within a data set that represent the same real-world entity, respectively. This task is difficult, because (i) representations might differ slightly, so some similarity measure must be defined to compare pairs of records and (ii) data sets might have a high volume making a pair-wise comparison of all records infeasible. To tackle the second problem, many algorithms have been suggested that partition the data set and compare all record pairs only within each partition. One well-known such approach is the Sorted Neighborhood Method (SNM), which sorts the data according to some key and then advances a window over the data comparing only records that appear within the same window. We propose several variations of SNM that have in common a varying window size and advancement. The general intuition of such adaptive windows is that there might be regions of high similarity suggesting a larger window size and regions of lower similarity suggesting a smaller window size. We propose and thoroughly evaluate several adaption strategies, some of which are provably better than the original SNM in terms of efficiency (same results with fewer comparisons).

Journal on Data Semantics VII

Author : Stefano Spaccapietra
Publisher : Springer Science & Business Media
ISBN 13 : 3540463291
Total Pages : 277 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Journal on Data Semantics VII by : Stefano Spaccapietra

Download or read book Journal on Data Semantics VII written by Stefano Spaccapietra and published by Springer Science & Business Media. This book was released on 2006-11-03 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: The LNCS Journal on Data Semantics is devoted to the presentation of notable work that addresses research and development on issues related to data semantics. Based on the publication platform Lecture Notes in Computer Science, this new journal is widely disseminated and available worldwide. The scope of the journal ranges from theories supporting the formal definition of semantic content to innovative domain-specific applications of semantic knowledge.

Divine Contradiction

Author : Jc Beall
Publisher : Oxford University Press
ISBN 13 : 0192660098
Total Pages : 175 pages
Book Rating : 4.1/5 (926 download)

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Book Synopsis Divine Contradiction by : Jc Beall

Download or read book Divine Contradiction written by Jc Beall and published by Oxford University Press. This book was released on 2023-04-15 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building on his paradigm-shifting work on the incarnation in The Contradictory Christ (OUP, 2021), Jc Beall extends a robust contradictory theology with an account of the trinity. Throughout the history of the Christian church, heretics, apophatics, mystics, atheists, and many others have long proclaimed that the doctrine of the trinity - one of the central doctrines of the Christian faith - is contradictory. In this work, Beall agrees; however, as Beall convincingly argues, one needn't abandon orthodoxy, play language games, inflate one's metaphysics, nor abandon the standard faith in the face of such divine contradiction. Instead, one can accept central axioms of the trinity at face value and, with a suitable account of logical entailment, accept the 'contradictory truths' thereby entailed. With the clarity and precision that only a logician could provide, Beall provided theology and the Christian church in general with a very simple and viable (and arguably correct) model of divine reality. Unlike the vast number of theologians and philosophers before him, Beall rejects the quest for a logically consistent account of divine reality. The triune god (viz., God) is truly and fully described only via contradiction. As such, attempts to remove the contradiction are attempts to remove truths of God.

Comparative Genomics

Author : Craig Nelson
Publisher : Springer
ISBN 13 : 3540879897
Total Pages : 275 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Comparative Genomics by : Craig Nelson

Download or read book Comparative Genomics written by Craig Nelson and published by Springer. This book was released on 2008-10-01 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th RECOMB Comparative Genomics Satellite Workshop, RECOMB-CG 2008, held in Paris, France, in October 2008. The 19 revised full papers presented were carefully reviewed and selected from 48 initial submissions. The papers illustrate the crucial role of comparative genomics in understanding genome function and address a broad variety of aspects, ranging from the inference of evolution in genetic regulatory networks to the divergent fates of gene and genome duplication events and to the importance of new computational approaches to unraveling the structural evolution of genomes.

Excel 2007

Author : Matthew MacDonald
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 0596513933
Total Pages : 858 pages
Book Rating : 4.5/5 (965 download)

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Book Synopsis Excel 2007 by : Matthew MacDonald

Download or read book Excel 2007 written by Matthew MacDonald and published by "O'Reilly Media, Inc.". This book was released on 2006-12-27 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt: Microsoft Excel continues to grow in power, sophistication, and capability, but one thing that has changed very little since the early '90s is its user interface. The once-simple toolbar has been packed with so many features over the years that few users know where to find them all. Microsoft has addressed this problem in Excel 2007 by radically redesigning the user interface with a tabbed toolbar that makes every feature easy to locate and use. Unfortunately, Microsoft's documentation is as scant as ever, so even if users can find advanced features, they probably won't know what to do with them. Excel 2007: The Missing Manual covers the entire gamut of how to build spreadsheets, add and format information, print reports, create charts and graphics, and use basic formulas and functions. Like its siblings in the Missing Manual series, this book crackles with a fine sense of humor and refreshing objectivity about its subject, guiding readers through the new Excel with clear explanations, step-by-step instructions, lots of illustrations, and friendly, time-saving advice. It's a perfect primer for small businesses with no techie to turn to, as well as those who want to organize household and office information.