Intelligent Data Engineering And Analytics

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Intelligent Data Engineering and Analytics

Suresh Chandra Satapathy,Yu-Dong Zhang,Vikrant Bhateja,Ritanjali Majhi
Intelligent Data Engineering and Analytics Book PDF

Author : Suresh Chandra Satapathy,Yu-Dong Zhang,Vikrant Bhateja,Ritanjali Majhi
Publisher : Springer Nature
Page : 758 pages
File Size : 41,5 Mb
Release : 2020-08-29
Category : Technology & Engineering
ISBN : 9789811556791

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Intelligent Data Engineering and Analytics by Suresh Chandra Satapathy,Yu-Dong Zhang,Vikrant Bhateja,Ritanjali Majhi Pdf

This book gathers the proceedings of the 8th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2020), held at NIT Surathkal, Karnataka, India, on 4–5 January 2020. In these proceedings, researchers, scientists, engineers and practitioners share new ideas and lessons learned in the field of intelligent computing theories with prospective applications in various engineering disciplines. The respective papers cover broad areas of the information and decision sciences, and explore both the theoretical and practical aspects of data-intensive computing, data mining, evolutionary computation, knowledge management and networks, sensor networks, signal processing, wireless networks, protocols and architectures. Given its scope, the book offers a valuable resource for graduate students in various engineering disciplines.

Intelligent Data Engineering and Analytics

Vikrant Bhateja,Fiona Carroll,João Manuel R. S. Tavares,Sandeep Singh Sengar,Peter Peer
Intelligent Data Engineering and Analytics Book PDF

Author : Vikrant Bhateja,Fiona Carroll,João Manuel R. S. Tavares,Sandeep Singh Sengar,Peter Peer
Publisher : Springer Nature
Page : 633 pages
File Size : 47,9 Mb
Release : 2023-11-25
Category : Technology & Engineering
ISBN : 9789819967063

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Intelligent Data Engineering and Analytics by Vikrant Bhateja,Fiona Carroll,João Manuel R. S. Tavares,Sandeep Singh Sengar,Peter Peer Pdf

The book presents the proceedings of the 11th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2023), held at Cardiff School of Technologies, Cardiff Metropolitan University, Cardiff, Wales, UK, during April 11–12, 2023. Researchers, scientists, engineers, and practitioners exchange new ideas and experiences in the domain of intelligent computing theories with prospective applications in various engineering disciplines in the book. This book is divided into two volumes. It covers broad areas of information and decision sciences, with papers exploring both the theoretical and practical aspects of data-intensive computing, data mining, evolutionary computation, knowledge management and networks, sensor networks, signal processing, wireless networks, protocols, and architectures. This book is a valuable resource for postgraduate students in various engineering disciplines.

Intelligent Data Engineering and Automated Learning – IDEAL 2018

Hujun Yin,David Camacho,Paulo Novais,Antonio J. Tallón-Ballesteros
Intelligent Data Engineering and Automated Learning IDEAL 2018 Book PDF

Author : Hujun Yin,David Camacho,Paulo Novais,Antonio J. Tallón-Ballesteros
Publisher : Springer
Page : 364 pages
File Size : 48,8 Mb
Release : 2018-11-08
Category : Computers
ISBN : 9783030034962

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Intelligent Data Engineering and Automated Learning – IDEAL 2018 by Hujun Yin,David Camacho,Paulo Novais,Antonio J. Tallón-Ballesteros Pdf

This two-volume set LNCS 11314 and 11315 constitutes the thoroughly refereed conference proceedings of the 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018, held in Madrid, Spain, in November 2018. The 125 full papers presented were carefully reviewed and selected from 204 submissions. These papers provided a timely sample of the latest advances in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.

Intelligent Data Analysis

Michael R. Berthold,David J Hand
Intelligent Data Analysis Book PDF

Author : Michael R. Berthold,David J Hand
Publisher : Springer
Page : 515 pages
File Size : 47,9 Mb
Release : 2007-06-07
Category : Computers
ISBN : 9783540486251

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Intelligent Data Analysis by Michael R. Berthold,David J Hand Pdf

This second and revised edition contains a detailed introduction to the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues. The following chapters concentrate on machine learning and artificial intelligence, rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on visualization and an advanced overview of IDA processes.

Intelligent Data Analysis

Deepak Gupta,Siddhartha Bhattacharyya,Ashish Khanna,Kalpna Sagar
Intelligent Data Analysis Book PDF

Author : Deepak Gupta,Siddhartha Bhattacharyya,Ashish Khanna,Kalpna Sagar
Publisher : John Wiley & Sons
Page : 432 pages
File Size : 51,8 Mb
Release : 2020-04-17
Category : Technology & Engineering
ISBN : 9781119544449

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Intelligent Data Analysis by Deepak Gupta,Siddhartha Bhattacharyya,Ashish Khanna,Kalpna Sagar Pdf

This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and so on. This book aims to describe the different approaches of Intelligent Data Analysis from a practical point of view: solving common life problems with data analysis tools.

Intelligent Data Analytics for Power and Energy Systems

Hasmat Malik,Md. Waseem Ahmad,D.P. Kothari
Intelligent Data Analytics for Power and Energy Systems Book PDF

Author : Hasmat Malik,Md. Waseem Ahmad,D.P. Kothari
Publisher : Springer Nature
Page : 649 pages
File Size : 54,9 Mb
Release : 2022-02-17
Category : Technology & Engineering
ISBN : 9789811660818

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Intelligent Data Analytics for Power and Energy Systems by Hasmat Malik,Md. Waseem Ahmad,D.P. Kothari Pdf

This book brings together state-of-the-art advances in intelligent data analytics as driver of the future evolution of PaE systems. In the modern power and energy (PaE) domain, the increasing penetration of renewable energy sources (RES) and the consequent empowerment of consumers as a central and active solution to deal with the generation and development variability are driving the PaE system towards a historic paradigm shift. The small-scale, diversity, and especially the number of new players involved in the PaE system potentiate a significant growth of generated data. Moreover, advances in communication (between IoT devices and M2M: machine to machine, man to machine, etc.) and digitalization hugely increased the volume of data that results from PaE components, installations, and systems operation. This data is becoming more and more important for PaE systems operation, maintenance, planning, and scheduling with relevant impact on all involved entities, from producers, consumer,s and aggregators to market and system operators. However, although the PaE community is fully aware of the intrinsic value of those data, the methods to deal with it still necessitate substantial enhancements, development and research. Intelligent data analytics is thereby playing a fundamental role in this domain, by enabling stakeholders to expand their decision-making method and achieve the awareness on the PaE environment. The editors also included demonstrated codes for presented problems for better understanding for beginners.

Computational Intelligent Data Analysis for Sustainable Development

Ting Yu,Nitesh Chawla,Simeon Simoff
Computational Intelligent Data Analysis for Sustainable Development Book PDF

Author : Ting Yu,Nitesh Chawla,Simeon Simoff
Publisher : CRC Press
Page : 443 pages
File Size : 42,9 Mb
Release : 2016-04-19
Category : Business & Economics
ISBN : 9781439895955

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Computational Intelligent Data Analysis for Sustainable Development by Ting Yu,Nitesh Chawla,Simeon Simoff Pdf

Going beyond performing simple analyses, researchers involved in the highly dynamic field of computational intelligent data analysis design algorithms that solve increasingly complex data problems in changing environments, including economic, environmental, and social data. Computational Intelligent Data Analysis for Sustainable Development present

Intelligent Systems and Learning Data Analytics in Online Education

Santi Caballé,Stavros N. Demetriadis,Eduardo Gómez-Sánchez,Pantelis M. Papadopoulos,Armin Weinberger
Intelligent Systems and Learning Data Analytics in Online Education Book PDF

Author : Santi Caballé,Stavros N. Demetriadis,Eduardo Gómez-Sánchez,Pantelis M. Papadopoulos,Armin Weinberger
Publisher : Academic Press
Page : 427 pages
File Size : 40,9 Mb
Release : 2021-06-15
Category : Computers
ISBN : 9780128231272

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Intelligent Systems and Learning Data Analytics in Online Education by Santi Caballé,Stavros N. Demetriadis,Eduardo Gómez-Sánchez,Pantelis M. Papadopoulos,Armin Weinberger Pdf

Intelligent Systems and Learning Data Analytics in Online Education provides novel artificial intelligence (AI) and analytics-based methods to improve online teaching and learning. This book addresses key problems such as attrition and lack of engagement in MOOCs and online learning in general. This book explores the state of the art of artificial intelligence, software tools and innovative learning strategies to provide better understanding and solutions to the various challenges of current e-learning in general and MOOC education. In particular, Intelligent Systems and Learning Data Analytics in Online Education shares stimulating theoretical and practical research from leading international experts. This publication provides useful references for educational institutions, industry, academic researchers, professionals, developers, and practitioners to evaluate and apply. Presents the application of innovative AI techniques to collaborative learning activities Offers strategies to provide automatic and effective tutoring to students’ activities Offers methods to collect, analyze and correctly visualize learning data in educational environments

Enterprise Big Data Engineering, Analytics, and Management

Atzmueller, Martin
Enterprise Big Data Engineering Analytics and Management Book PDF

Author : Atzmueller, Martin
Publisher : IGI Global
Page : 272 pages
File Size : 55,8 Mb
Release : 2016-06-01
Category : Computers
ISBN : 9781522502944

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Enterprise Big Data Engineering, Analytics, and Management by Atzmueller, Martin Pdf

The significance of big data can be observed in any decision-making process as it is often used for forecasting and predictive analytics. Additionally, big data can be used to build a holistic view of an enterprise through a collection and analysis of large data sets retrospectively. As the data deluge deepens, new methods for analyzing, comprehending, and making use of big data become necessary. Enterprise Big Data Engineering, Analytics, and Management presents novel methodologies and practical approaches to engineering, managing, and analyzing large-scale data sets with a focus on enterprise applications and implementation. Featuring essential big data concepts including data mining, artificial intelligence, and information extraction, this publication provides a platform for retargeting the current research available in the field. Data analysts, IT professionals, researchers, and graduate-level students will find the timely research presented in this publication essential to furthering their knowledge in the field.

Intelligent Data-Analytics for Condition Monitoring

Hasmat Malik,Nuzhat Fatema,Atif Iqbal
Intelligent Data Analytics for Condition Monitoring Book PDF

Author : Hasmat Malik,Nuzhat Fatema,Atif Iqbal
Publisher : Academic Press
Page : 272 pages
File Size : 44,5 Mb
Release : 2021-02-24
Category : Technology & Engineering
ISBN : 9780323855112

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Intelligent Data-Analytics for Condition Monitoring by Hasmat Malik,Nuzhat Fatema,Atif Iqbal Pdf

Intelligent Data-Analytics for Condition Monitoring: Smart Grid Applications looks at intelligent and meaningful uses of data required for an optimized, efficient engineering processes. In addition, the book provides application perspectives of various deep learning models for the condition monitoring of electrical equipment. With chapters discussing the fundamentals of machine learning and data analytics, the book is divided into two parts, including i) The application of intelligent data analytics in Solar PV fault diagnostics, transformer health monitoring and faults diagnostics, and induction motor faults and ii) Forecasting issues using data analytics which looks at global solar radiation forecasting, wind data forecasting, and more. This reference is useful for all engineers and researchers who need preliminary knowledge on data analytics fundamentals and the working methodologies and architecture of smart grid systems. Features deep learning methodologies in smart grid deployment and maintenance applications Includes coding for intelligent data analytics for each application Covers advanced problems and solutions of smart grids using advance data analytic techniques

Intelligent Data Engineering and Analytics

Vikrant Bhateja,Xin-She Yang,Jerry Chun-Wei Lin,Ranjita Das
Intelligent Data Engineering and Analytics Book PDF

Author : Vikrant Bhateja,Xin-She Yang,Jerry Chun-Wei Lin,Ranjita Das
Publisher : Springer Nature
Page : 627 pages
File Size : 51,8 Mb
Release : 2023-02-23
Category : Technology & Engineering
ISBN : 9789811975240

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Intelligent Data Engineering and Analytics by Vikrant Bhateja,Xin-She Yang,Jerry Chun-Wei Lin,Ranjita Das Pdf

The book presents the proceedings of the 10th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2022), held at NIT Mizoram, Aizawl, Mizoram, India during 18 – 19 June 2022. Researchers, scientists, engineers, and practitioners exchange new ideas and experiences in the domain of intelligent computing theories with prospective applications in various engineering disciplines in the book. These proceedings are divided into two volumes. It covers broad areas of information and decision sciences, with papers exploring both the theoretical and practical aspects of data-intensive computing, data mining, evolutionary computation, knowledge management and networks, sensor networks, signal processing, wireless networks, protocols and architectures. This volume is a valuable resource for postgraduate students in various engineering disciplines.

Intelligent Data Analysis for Biomedical Applications

Hemanth D. Jude,Deepak Gupta,Valentina Emilia Balas
Intelligent Data Analysis for Biomedical Applications Book PDF

Author : Hemanth D. Jude,Deepak Gupta,Valentina Emilia Balas
Publisher : Academic Press
Page : 294 pages
File Size : 46,6 Mb
Release : 2019-03-15
Category : Computers
ISBN : 9780128156438

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Intelligent Data Analysis for Biomedical Applications by Hemanth D. Jude,Deepak Gupta,Valentina Emilia Balas Pdf

Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions presents specialized statistical, pattern recognition, machine learning, data abstraction and visualization tools for the analysis of data and discovery of mechanisms that create data. It provides computational methods and tools for intelligent data analysis, with an emphasis on problem-solving relating to automated data collection, such as computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and more. This book provides useful references for educational institutions, industry professionals, researchers, scientists, engineers and practitioners interested in intelligent data analysis, knowledge discovery, and decision support in databases. Provides the methods and tools necessary for intelligent data analysis and gives solutions to problems resulting from automated data collection Contains an analysis of medical databases to provide diagnostic expert systems Addresses the integration of intelligent data analysis techniques within biomedical information systems

Guide to Intelligent Data Science

Michael R. Berthold,Christian Borgelt,Frank Höppner,Frank Klawonn,Rosaria Silipo
Guide to Intelligent Data Science Book PDF

Author : Michael R. Berthold,Christian Borgelt,Frank Höppner,Frank Klawonn,Rosaria Silipo
Publisher : Springer Nature
Page : 427 pages
File Size : 44,6 Mb
Release : 2020-08-06
Category : Computers
ISBN : 9783030455743

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Guide to Intelligent Data Science by Michael R. Berthold,Christian Borgelt,Frank Höppner,Frank Klawonn,Rosaria Silipo Pdf

Making use of data is not anymore a niche project but central to almost every project. With access to massive compute resources and vast amounts of data, it seems at least in principle possible to solve any problem. However, successful data science projects result from the intelligent application of: human intuition in combination with computational power; sound background knowledge with computer-aided modelling; and critical reflection of the obtained insights and results. Substantially updating the previous edition, then entitled Guide to Intelligent Data Analysis, this core textbook continues to provide a hands-on instructional approach to many data science techniques, and explains how these are used to solve real world problems. The work balances the practical aspects of applying and using data science techniques with the theoretical and algorithmic underpinnings from mathematics and statistics. Major updates on techniques and subject coverage (including deep learning) are included. Topics and features: guides the reader through the process of data science, following the interdependent steps of project understanding, data understanding, data blending and transformation, modeling, as well as deployment and monitoring; includes numerous examples using the open source KNIME Analytics Platform, together with an introductory appendix; provides a review of the basics of classical statistics that support and justify many data analysis methods, and a glossary of statistical terms; integrates illustrations and case-study-style examples to support pedagogical exposition; supplies further tools and information at an associated website. This practical and systematic textbook/reference is a “need-to-have” tool for graduate and advanced undergraduate students and essential reading for all professionals who face data science problems. Moreover, it is a “need to use, need to keep” resource following one's exploration of the subject.

Intelligent Data Analysis and Applications

Jeng-Shyang Pan,Václav Snášel,Tien-Wen Sung,Xiao Dong Wang
Intelligent Data Analysis and Applications Book PDF

Author : Jeng-Shyang Pan,Václav Snášel,Tien-Wen Sung,Xiao Dong Wang
Publisher : Springer
Page : 288 pages
File Size : 45,8 Mb
Release : 2016-10-19
Category : Technology & Engineering
ISBN : 9783319484990

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Intelligent Data Analysis and Applications by Jeng-Shyang Pan,Václav Snášel,Tien-Wen Sung,Xiao Dong Wang Pdf

This book gathers papers presented at the ECC 2016, the Third Euro-China Conference on Intelligent Data Analysis and Applications, which was held in Fuzhou City, China from November 7 to 9, 2016. The aim of the ECC is to provide an internationally respected forum for scientific research in the broad areas of intelligent data analysis, computational intelligence, signal processing, and all associated applications of artificial intelligence (AI). The third installment of the ECC was jointly organized by Fujian University of Technology, China, and VSB-Technical University of Ostrava, Czech Republic. The conference was co-sponsored by Taiwan Association for Web Intelligence Consortium, and Immersion Co., Ltd.

Intelligent Data Engineering and Analytics

Suresh Chandra Satapathy,Peter Peer,Jinshan Tang,Vikrant Bhateja,Anumoy Ghosh
Intelligent Data Engineering and Analytics Book PDF

Author : Suresh Chandra Satapathy,Peter Peer,Jinshan Tang,Vikrant Bhateja,Anumoy Ghosh
Publisher : Springer Nature
Page : 556 pages
File Size : 41,9 Mb
Release : 2022-02-28
Category : Technology & Engineering
ISBN : 9789811666247

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Intelligent Data Engineering and Analytics by Suresh Chandra Satapathy,Peter Peer,Jinshan Tang,Vikrant Bhateja,Anumoy Ghosh Pdf

This book presents the proceedings of the 9th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2021), held at NIT Mizoram, Aizwal, Mizoram, India, during June 25 – 26, 2021. FICTA conference aims to bring together researchers, scientists, engineers, and practitioners to exchange their new ideas and experiences in the domain of intelligent computing theories with prospective applications to various engineering disciplines. This volume covers broad areas of Intelligent Data Engineering and Analytics. The conference papers included herein presents both theoretical as well as practical aspects of data intensive computing, data mining, big data, knowledge management, intelligent data acquisition and processing from sensors, data communication networks protocols and architectures, etc. The volume will also serve as a knowledge centre for students of post-graduate level in various engineering disciplines.