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Frequent Pattern Mining (Repost)

Posted By: AvaxGenius

Date: 29 Sep 2023 14:58:04

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each chapter contains a survey describing key research on the topic, a case study and future directions. Key topics include: Pattern Growth Methods, Frequent Pattern Mining in Data Streams, Mining Graph Patterns, Big Data Frequent Pattern Mining, Algorithms for Data Clustering and more. Advanced-level students in computer science, researchers and practitioners from industry will find this book an invaluable reference.

Association rules Science Data classification Data mining Frequent Pattern Mining Pattern Mining Data Mining Knowledge Discovery Database Management Artificial Intelligence Pattern Recognition Biometrics Development

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"Industry 4.0: Perspectives and Applications" ed. by Meisam Gordan, Khaled Ghaedi, Vala Saleh, Andries Engelbrecht

Posted By: exLib

Date: 28 Feb 2023 23:59:56

"Industry 4.0: Perspectives and Applications" ed. by Meisam Gordan, Khaled Ghaedi, Vala Saleh, Andries Engelbrecht
ITexLi | 2023 | ISBN: 1803565403 9781803565408 180356539X 9781803565392 1803565411 9781803565415 | 143 pages | PDF | 13 MB

This book presents an overview of Industry 4.0 (IR4.0) technologies including the Internet of Things (IoT), big data, data mining, deep learning, machine learning, Artificial Intelligence (AI), and cloud/edge computing.

Science Mathematics Physics Computer Engineering Measurements Technology Hardware Software Communication Business Industry 4.0 Automation Engineering Industrial Revolution Internet of Services Artificial Intelligence AI Big data Data mining

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Big Data Concepts, Theories, and Applications (Repost)

Posted By: AvaxGenius

Date: 23 Nov 2022 15:28:43

Big Data Concepts, Theories, and Applications (Repost)

Big Data Concepts, Theories, and Applications by Shui Yu, Song Guo
English | PDF(True) | 440 Pages | ISBN : 3319277618 | 9.8 MB

This book covers three major parts of Big Data: concepts, theories and applications. Written by world-renowned leaders in Big Data, this book explores the problems, possible solutions and directions for Big Data in research and practice. It also focuses on high level concepts such as definitions of Big Data from different angles; surveys in research and applications; and existing tools, mechanisms, and systems in practice. Each chapter is independent from the other chapters, allowing users to read any chapter directly.

Science Big Data Traffic classification Big data applications Cryptographic algorithms Data mining Mathematical modeling Data security Mobile entertainment Mobile gaming Mobile networks Smart city Queuing modeling Mobile social networks Computer Communication Networks Data Information Security

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Progress in Applications of Boolean Functions

Posted By: AvaxGenius

Date: 27 Oct 2022 11:09:30

Progress in Applications of Boolean Functions by Tsutomu Sasao
English | PDF | 153 Pages | ISBN : 160845181X | 1.3 Mb

This book brings together five topics on the application of Boolean functions. They are
1. Equivalence classes of Boolean functions: The number of n-variable functions is large, even for values as small as n = 6, and there has been much research on classifying functions. There are many classifications, each with their own distinct merit.

Science Boolean Functions Boolean differential calculus calculus cryptography Reversible logic logic Data mining

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Recent Advances in Electrical and Electronic Engineering and Computer Science

Posted By: AvaxGenius

Date: 8 Sep 2022 08:51:28

This book highlights recent research works on computer science, electrical and electronic engineering which was presented virtually during the 3rd International Conference on Computer Science, Electrical & Electronic Engineering (ICCEE 2021), August 2021. Written by leading researchers and industry professionals, the papers highlight recent advances and address current issues in the respective fields.

Science Electronic Engineering Computer Science Engineering Image Processing Power Systems Wireless Power Transfer Data Structures Intelligent systems Machine Vision Machine learning Complexity Theory Artificial Intelligence Microwaves antennas Cryptography Computer networks Mobile Computing E-commerce Computer Security Automated reasoning Data mining Electrical Engineering Pattern Recognition Algorithms

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Travel Behavior Characteristics Analysis Technology Based on Mobile Phone Location Data Methodology: and Empirical Research

Posted By: AvaxGenius

Date: 7 Sep 2022 12:50:48

This book is devoted to the technology and methodology of individual travel behavior analysis and refined travel information extraction. Traditional resident trip surveys are characterized by many shortcomings, such as subjective memory errors, difficulty in organization and high cost. Therefore, in this book, a set of refined extraction and analysis techniques for individual travel activities is proposed. It provides a solid foundation for the optimization and reconstruction of traffic theoretical models, urban traffic planning, management and decision-making.

Science Intelligent Transportation Systems Machine learning Data mining 4G Computer Application Big Data Sociological Methods Behavioral Sciences Data Analysis Characteristics Analysis

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Data mining: Metodi e strategie

Posted By: AvaxGenius

Date: 20 Jun 2022 01:33:12

Data mining: Metodi e strategie by Susi Dulli
Italiano | PDF | 2009 | 185 Pages | ISBN : 8847011620 | 1.6 MB

Il libro nasce dall’esigenza di coniugare esperienze e capacità procedurali diverse provenienti da vari ambiti disciplinari, quali l’informatica e la statistica, al fine di ricercare ed individuare percorsi e relazioni legate alla conoscenza. In un contesto di business, la conoscenza scoperta può avere un valore strategico per le aziende perché consente di aumentare i profitti, riducendo i costi oppure aumentando le entrate con il conseguente aumento del ROI.

Science calculus data mining Data mining Engineering Statistics Computing Statistics in Business Management Economics Finance Insurance

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Knowledge Processing with Interval and Soft Computing (Repost)

Posted By: AvaxGenius

Date: 7 Mar 2022 06:12:31

Knowledge Processing with Interval and Soft Computing (Repost)

Knowledge Processing with Interval and Soft Computing by Vladik Kreinovich
English | PDF | 2008 | 241 Pages | ISBN : 1848003250 | 3.3 MB

Massive datasets, made available today by modern technologies, present a significant challenge to scientists who need to effectively and efficiently extract relevant knowledge and information.

Soft Computing Knowledge Processin logic fuzzy logic artificial intelligence Interval computing Data mining Decision making systems Flow networks Game theory algorithms Interval valued datasets

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Twitter Data Analytics

Posted By: AvaxGenius

Date: 23 Feb 2022 15:41:36

Twitter Data Analytics by Shamanth Kumar
English | PDF | 2014 | 85 Pages | ISBN : 1461493714 | 2 MB

This brief provides methods for harnessing Twitter data to discover solutions to complex inquiries. The brief introduces the process of collecting data through Twitter’s APIs and offers strategies for curating large datasets. The text gives examples of Twitter data with real-world examples, the present challenges and complexities of building visual analytic tools, and the best strategies to address these issues. Examples demonstrate how powerful measures can be computed using various Twitter data sources.

Big data Data mining Twitter analytics Visual analytics Social media Twitter

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Astrostatistics and Data Mining

Posted By: AvaxGenius

Date: 2 Nov 2021 16:15:14

This volume provides an overview of the field of Astrostatistics understood as the sub-discipline dedicated to the statistical analysis of astronomical data. It presents examples of the application of the various methodologies now available to current open issues in astronomical research.

Gaia data Science Physics Data mining Astrostatistics Astronomy Cosmology

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New Trends in Database and Information Systems

Posted By: AvaxGenius

Date: 4 Sep 2021 02:08:42

New Trends in Database and Information Systems: ADBIS 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS, Tartu, Estonia, August 24-26, 2021, Proceedings by Ladjel Bellatreche
English | PDF | 2021 | 332 Pages | ISBN : 3030850811 | 21.4 MB

This book constitutes thoroughly reviewed and selected short papers presented at the 25th East-European Conference on Advances in Databases and Information Systems, ADBIS 2021, as well as papers presented at doctoral consortium and ADBIS 2021 workshops. Due to the COVID-19 the conference and satellite events were held in hybrid mode.

Data-Driven Database search engines software engineering machine learning query languages image processing data integration Data mining Information Systems

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Essential Tools for Water Resources Analysis, Planning, and Management

Posted By: AvaxGenius

Date: 6 Jul 2021 12:12:48

This book describes tools needed in water resources management, using methods such as optimization algorithms, conflict resolution methods, risk and uncertainty analysis, to better manage water resources and consumption, thus mitigating the present and future global water shortage crisis.

Big data Water Management Tools Multi-objective optimization Risk Analysis Decision-Making Data mining Game theory Uncertainty Analysis Optimization Statistics Data Structures Artificial Intelligence

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Cloud Computing

Posted By: AvaxGenius

Date: 26 Mar 2021 16:19:30

This book constitutes the refereed proceedings of the 10th International Conference on Cloud Computing, CloudComp 2020, held in Qufu, China, in December 2020. Due to COVID-19 pandemic the conference conference was held virtually.

communication Mathematics Web development Development Wireless computer vision data communication systems artificial intelligence network protocols Web dev Science Data mining Programming IT Patterns Algorithms Databases computer systems Communication distributed computer systems machine learning Engineering SQL communication systems Technology ePub

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Cloud Computing

Posted By: AvaxGenius

Date: 21 Feb 2021 16:58:19

Cloud Computing: 10th EAI International Conference, CloudComp 2020, Qufu, China, December 11-12, 2020, Proceedings by Lianyong Qi
English | PDF | 2021 | 194 Pages | ISBN : 3030699919 | 16.7 MB

communication InfoSec Mathematics Web development Development Cryptography computer vision data communication systems artificial intelligence network protocols Web dev Science Data mining Programming IT Patterns Algorithms Databases computer systems Communication Technology machine learning IT Security Engineering SQL communication systems distributed computer systems

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Machine Learning for Authorship Attribution and Cyber Forensics

Posted By: AvaxGenius

Date: 5 Dec 2020 05:34:51

The book first explores the cybersecurity’s landscape and the inherent susceptibility of online communication system such as e-mail, chat conversation and social media in cybercrimes. Common sources and resources of digital crimes, their causes and effects together with the emerging threats for society are illustrated in this book.

Sociology InfoSec Mathematics Web development Development Crime investigation Web dev Science Programming IT Patterns Algorithms Cybercrime Hacking Classification Hackers Communication Forensic investigation IT Security Engineering Data mining Politics Cyber forensics Technology ePub

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