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Intelligent Data Analysis for e Learning

Intelligent Data Analysis for e Learning Book
Author : Jorge Miguel,Santi Caballé,Fatos Xhafa
Publisher : Morgan Kaufmann
Release : 2016-09-06
ISBN : 0128045450
Language : En, Es, Fr & De

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Book Description :

Intelligent Data Analysis for e-Learning: Enhancing Security and Trustworthiness in Online Learning Systems addresses information security within e-Learning based on trustworthiness assessment and prediction. Over the past decade, many learning management systems have appeared in the education market. Security in these systems is essential for protecting against unfair and dishonest conduct—most notably cheating—however, e-Learning services are often designed and implemented without considering security requirements. This book provides functional approaches of trustworthiness analysis, modeling, assessment, and prediction for stronger security and support in online learning, highlighting the security deficiencies found in most online collaborative learning systems. The book explores trustworthiness methodologies based on collective intelligence than can overcome these deficiencies. It examines trustworthiness analysis that utilizes the large amounts of data-learning activities generate. In addition, as processing this data is costly, the book offers a parallel processing paradigm that can support learning activities in real-time. The book discusses data visualization methods for managing e-Learning, providing the tools needed to analyze the data collected. Using a case-based approach, the book concludes with models and methodologies for evaluating and validating security in e-Learning systems. Indexing: The books of this series are submitted to EI-Compendex and SCOPUS Provides guidelines for anomaly detection, security analysis, and trustworthiness of data processing Incorporates state-of-the-art, multidisciplinary research on online collaborative learning, social networks, information security, learning management systems, and trustworthiness prediction Proposes a parallel processing approach that decreases the cost of expensive data processing Offers strategies for ensuring against unfair and dishonest assessments Demonstrates solutions using a real-life e-Learning context

Data Analytics in e Learning Approaches and Applications

Data Analytics in e Learning  Approaches and Applications Book
Author : Marian Cristian Mihăescu
Publisher : Springer Nature
Release : 2022-05-20
ISBN : 3030966445
Language : En, Es, Fr & De

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Book Description :

Download Data Analytics in e Learning Approaches and Applications book written by Marian Cristian Mihăescu, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Intelligent Data analysis and its Applications Volume I

Intelligent Data analysis and its Applications  Volume I Book
Author : Jeng-Shyang Pan,Vaclav Snasel,Emilio S. Corchado,Ajith Abraham,Shyue-Liang Wang
Publisher : Springer
Release : 2014-05-26
ISBN : 3319077767
Language : En, Es, Fr & De

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Book Description :

This volume presents the proceedings of the First Euro-China Conference on Intelligent Data Analysis and Applications (ECC 2014), which was hosted by Shenzhen Graduate School of Harbin Institute of Technology and was held in Shenzhen City on June 13-15, 2014. ECC 2014 was technically co-sponsored by Shenzhen Municipal People’s Government, IEEE Signal Processing Society, Machine Intelligence Research Labs, VSB-Technical University of Ostrava (Czech Republic), National Kaohsiung University of Applied Sciences (Taiwan), and Secure E-commerce Transactions (Shenzhen) Engineering Laboratory of Shenzhen Institute of Standards and Technology.

Intelligent Data Analysis

Intelligent Data Analysis Book
Author : Deepak Gupta,Siddhartha Bhattacharyya,Ashish Khanna,Kalpna Sagar
Publisher : John Wiley & Sons
Release : 2020-07-07
ISBN : 1119544459
Language : En, Es, Fr & De

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Book Description :

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 Analysis and Applications

Intelligent Data Analysis and Applications Book
Author : Jeng-Shyang Pan,Václav Snášel,Tien-Wen Sung,Xiao Dong Wang
Publisher : Springer
Release : 2016-10-19
ISBN : 3319484990
Language : En, Es, Fr & De

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Book Description :

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.

Proceedings of the Fifth Euro China Conference on Intelligent Data Analysis and Applications

Proceedings of the Fifth Euro China Conference on Intelligent Data Analysis and Applications Book
Author : Pavel Krömer,Hong Zhang,Yongquan Liang,Jeng-Shyang Pan
Publisher : Springer
Release : 2018-12-24
ISBN : 3030037665
Language : En, Es, Fr & De

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Book Description :

This volume of Advances in Intelligent Systems and Computing highlights papers presented at the Fifth Euro-China Conference on Intelligent Data Analysis and Applications (ECC2018), held in Xi’an, China from October 12 to 14 2018. The conference was co-sponsored by Springer, Xi’an University of Posts and Telecommunications, VSB Technical University of Ostrava (Czech Republic), Fujian University of Technology, Fujian Provincial Key Laboratory of Digital Equipment, Fujian Provincial Key Lab of Big Data Mining and Applications, and Shandong University of Science and Technology in China. The conference was intended as an international forum for researchers and professionals engaged in all areas of computational intelligence, intelligent control, intelligent data analysis, pattern recognition, intelligent information processing, and applications.

Intelligent Data Analysis for COVID 19 Pandemic

Intelligent Data Analysis for COVID 19 Pandemic Book
Author : M. Niranjanamurthy,Siddhartha Bhattacharyya,Neeraj Kumar
Publisher : Springer Nature
Release : 2021-06-22
ISBN : 9811615748
Language : En, Es, Fr & De

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Book Description :

This book presents intelligent data analysis as a tool to fight against COVID-19 pandemic. The intelligent data analysis includes machine learning, natural language processing, and computer vision applications to teach computers to use big data-based models for pattern recognition, explanation, and prediction. These functions are discussed in detail in the book to recognize (diagnose), predict, and explain (treat) COVID-19 infections, and help manage socio-economic impacts. It also discusses primary warnings and alerts; tracking and prediction; data dashboards; diagnosis and prognosis; treatments and cures; and social control by the use of intelligent data analysis. It provides analysis reports, solutions using real-time data, and solution through web applications details.

Advances in Intelligent Data Analysis V

Advances in Intelligent Data Analysis V Book
Author : Michael R. Berthold,Hans-Joachim Lenz,Elizabeth Bradley,Rudolf Kruse,Christian Borgelt
Publisher : Springer
Release : 2011-03-16
ISBN : 3540452311
Language : En, Es, Fr & De

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Book Description :

We are glad to present the proceedings of the 5th biennial conference in the Intelligent Data Analysis series. The conference took place in Berlin, Germany, August 28–30, 2003. IDA has by now clearly grown up. Started as a small si- symposium of a larger conference in 1995 in Baden-Baden (Germany) it quickly attractedmoreinterest(bothsubmission-andattendance-wise),andmovedfrom London (1997) to Amsterdam (1999), and two years ago to Lisbon. Submission ratesalongwiththeeverimprovingqualityofpapershaveenabledtheor- nizers to assemble increasingly consistent and high-quality programs. This year we were again overwhelmed by yet another record-breaking submission rate of 180 papers. At the Program Chairs meeting we were – based on roughly 500 reviews – in the lucky position of carefully selecting 17 papers for oral and 42 for poster presentation. Poster presenters were given the opportunity to summarize their papers in 3-minute spotlight presentations. The oral, spotlight and poster presentations were then scheduled in a single-track, 2. 5-day conference program, summarized in this book. In accordance with the goal of IDA, “to bring together researchers from diverse disciplines,” we achieved a nice balance of presentations from the more theoreticalside(bothstatisticsandcomputerscience)aswellasmoreapplicati- oriented areas that illustrate how these techniques can be used in practice. Work presented in these proceedings ranges from theoretical contributions dealing, for example, with data cleaning and compression all the way to papers addressing practical problems in the areas of text classi?cation and sales-rate predictions. A considerable number of papers also center around the currently so popular applications in bioinformatics.

Intelligent Systems and Learning Data Analytics in Online Education

Intelligent Systems and Learning Data Analytics in Online Education Book
Author : Santi Caballé,Stavros N. Demetriadis,Eduardo Gómez-Sánchez,Pantelis M. Papadopoulos,Armin Weinberger
Publisher : Academic Press
Release : 2021-06-15
ISBN : 0128231270
Language : En, Es, Fr & De

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Book Description :

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

Advances in Intelligent Data Analysis XX

Advances in Intelligent Data Analysis XX Book
Author : Tassadit Bouadi
Publisher : Springer Nature
Release : 2022-05-20
ISBN : 3031013336
Language : En, Es, Fr & De

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Book Description :

Download Advances in Intelligent Data Analysis XX book written by Tassadit Bouadi, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Advances in Intelligent Data Analysis XIX

Advances in Intelligent Data Analysis XIX Book
Author : Pedro Henriques Abreu,Pedro Pereira Rodrigues,Alberto Fernández,João Gama
Publisher : Springer Nature
Release : 2021-04-12
ISBN : 3030742512
Language : En, Es, Fr & De

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Book Description :

This book constitutes the proceedings of the 19th International Symposium on Intelligent Data Analysis, IDA 2021, which was planned to take place in Porto, Portugal. Due to the COVID-19 pandemic the conference was held online during April 26-28, 2021. The 35 papers included in this book were carefully reviewed and selected from 113 submissions. The papers were organized in topical sections named: modeling with neural networks; modeling with statistical learning; modeling language and graphs; and modeling special data formats.

Intelligent Interactive Multimedia Systems and Services in Practice

Intelligent Interactive Multimedia Systems and Services in Practice Book
Author : George A. Tsihrintzis,Maria Virvou,Lakhmi C. Jain,Robert J. Howlett,Toyohide Watanabe
Publisher : Springer
Release : 2015-04-28
ISBN : 3319177443
Language : En, Es, Fr & De

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Book Description :

This research book presents some specific multimedia systems that have been developed and applied in practice. More specifically, it consists of an editorial, an introductory chapter and six chapters as below. · Use of Multi-attribute Decision Making for Combining Audio-Lingual and Visual-Facial Modalities in Emotion Recognition. . Cooperative Learning assisted by Automatic Classification within Social Networking Services. . Improving Peer-to-Peer Communication in e-Learning by Development of an Advanced Messaging System. · Fuzzy-based Digital Video Stabilization in Static Scenes. · Development of Architecture, Information Archive and Multimedia Formats for Digital e-Libraries. · Layered Ontological Image for Intelligent Interaction to extend User Capabilities on Multimedia Systems in a Folksonomy Driven Environment.

Intelligent Data Analysis and Applications

Intelligent Data Analysis and Applications Book
Author : Ajith Abraham,Xin Hua Jiang,Václav Snášel,Jeng-Shyang Pan
Publisher : Springer
Release : 2015-07-14
ISBN : 3319212060
Language : En, Es, Fr & De

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Book Description :

This volume of Advances in Intelligent Systems and Computing contains accepted papers presented in the main track of ECC 2015, the Second Euro-China Conference on Intelligent Data Analysis and Applications. The aim of ECC is to provide an internationally respected forum for scientific research in the broad area of intelligent data analysis, computational intelligence, signal processing, and all associated applications of AIs. The second edition of ECC was organized jointly by VSB - Technical University of Ostrava, Czech Republic, and Fujian University of Technology, Fuzhou, China. The conference, organized under the patronage of Mr. Miroslav Novak, President of the Moravian-Silesian Region, took place in late June and early July 2015 in the Campus of the VSB - Technical University of Ostrava, Czech Republic.

Biomedical Data Analysis and Processing Using Explainable XAI and Responsive Artificial Intelligence RAI

Biomedical Data Analysis and Processing Using Explainable  XAI  and Responsive Artificial Intelligence  RAI  Book
Author : Aditya Khamparia,Deepak Gupta,Ashish Khanna,Valentina E. Balas
Publisher : Springer Nature
Release : 2022-04-09
ISBN : 9811914761
Language : En, Es, Fr & De

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Book Description :

The book discusses Explainable (XAI) and Responsive Artificial Intelligence (RAI) for biomedical and healthcare applications. It will discuss the advantages in dealing with big and complex data by using explainable AI concepts in the field of biomedical sciences. The book explains both positive as well as negative findings obtained by explainable AI techniques. It features real time experiences by physicians and medical staff for applied deep learning based solutions. The book will be extremely useful for researchers and practitioners in advancing their studies.

Big Data Analysis and Deep Learning Applications

Big Data Analysis and Deep Learning Applications Book
Author : Thi Thi Zin,Jerry Chun-Wei Lin
Publisher : Springer
Release : 2018-06-06
ISBN : 9811308691
Language : En, Es, Fr & De

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Book Description :

This book presents a compilation of selected papers from the first International Conference on Big Data Analysis and Deep Learning Applications (ICBDL 2018), and focuses on novel techniques in the fields of big data analysis, machine learning, system monitoring, image processing, conventional neural networks, communication, industrial information, and their applications. Readers will find insights to help them realize more efficient algorithms and systems used in real-life applications and contexts, making the book an essential reference guide for academic researchers, professionals, software engineers in the industry, and regulators of aviation authorities.

Advances in Intelligent Data Analysis XVIII

Advances in Intelligent Data Analysis XVIII Book
Author : Michael R. Berthold,Ad Feelders,Georg Krempl
Publisher : Springer Nature
Release : 2020-04-22
ISBN : 3030445844
Language : En, Es, Fr & De

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Book Description :

This open access book constitutes the proceedings of the 18th International Conference on Intelligent Data Analysis, IDA 2020, held in Konstanz, Germany, in April 2020. The 45 full papers presented in this volume were carefully reviewed and selected from 114 submissions. Advancing Intelligent Data Analysis requires novel, potentially game-changing ideas. IDA’s mission is to promote ideas over performance: a solid motivation can be as convincing as exhaustive empirical evaluation.

Advances in Intelligent Data Analysis VII

Advances in Intelligent Data Analysis VII Book
Author : Michael R. Berthold,John Shawe-Taylor
Publisher : Springer Science & Business Media
Release : 2007-08-28
ISBN : 3540748245
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed proceedings of the 7th International Conference on Intelligent Data Analysis, IDA 2007, held in Ljubljana, Slovenia. The 33 revised papers were carefully reviewed and selected from almost 100 submissions. The book covers all current aspects of this interdisciplinary field, including statistics, machine learning, data mining, classification and pattern recognition, clustering, applications, modeling, and interactive dynamic data visualization.

Intelligent Data Analysis Developing New Methodologies Through Pattern Discovery and Recovery

Intelligent Data Analysis  Developing New Methodologies Through Pattern Discovery and Recovery Book
Author : Wang, Hsiao-Fan
Publisher : IGI Global
Release : 2008-07-31
ISBN : 159904983X
Language : En, Es, Fr & De

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Book Description :

Pattern Recognition has a long history of applications to data analysis in business, military and social economic activities. While the aim of pattern recognition is to discover the pattern of a data set, the size of the data set is closely related to the methodology one adopts for analysis. Intelligent Data Analysis: Developing New Methodologies Through Pattern Discovery and Recovery tackles those data sets and covers a variety of issues in relation to intelligent data analysis so that patterns from frequent or rare events in spatial or temporal spaces can be revealed. This book brings together current research, results, problems, and applications from both theoretical and practical approaches.

Computational Intelligence in Intelligent Data Analysis

Computational Intelligence in Intelligent Data Analysis Book
Author : Christian Moewes,Andreas Nürnberger
Publisher : Springer
Release : 2012-08-23
ISBN : 3642323782
Language : En, Es, Fr & De

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Book Description :

Complex systems and their phenomena are ubiquitous as they can be found in biology, finance, the humanities, management sciences, medicine, physics and similar fields. For many problems in these fields, there are no conventional ways to mathematically or analytically solve them completely at low cost. On the other hand, nature already solved many optimization problems efficiently. Computational intelligence attempts to mimic nature-inspired problem-solving strategies and methods. These strategies can be used to study, model and analyze complex systems such that it becomes feasible to handle them. Key areas of computational intelligence are artificial neural networks, evolutionary computation and fuzzy systems. As only a few researchers in that field, Rudolf Kruse has contributed in many important ways to the understanding, modeling and application of computational intelligence methods. On occasion of his 60th birthday, a collection of original papers of leading researchers in the field of computational intelligence has been collected in this volume.

Intelligent Data Engineering and Analytics

Intelligent Data Engineering and Analytics Book
Author : Suresh Chandra Satapathy,Yu-Dong Zhang,Vikrant Bhateja,Ritanjali Majhi
Publisher : Springer Nature
Release : 2020-08-29
ISBN : 9811556792
Language : En, Es, Fr & De

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Book Description :

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.