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Advances in Combining Intelligent Methods

Postproceedings of the 5th International Workshop CIMA-2015, Vietri sul Mare, Italy, November 2015 (at ICTAI 2015)

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Ioannis Hatzilygeroudis

    1. Sch of Engg, Dept of Comp Engg & Informa, University of Patras Sch of Engg, Dept of Comp Engg & Informa, Patras, Greece

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  2. Vasile Palade

    1. Fac of Engg & Compu, dept of Compu, Coventry University, Reader in Perv, Fac of Engg & Compu, dept of Compu, Coventry, United Kingdom

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  3. Jim Prentzas

    1. Dept of Edu Sci Early child, Lab of info, Democritus Univer Thrace,Sch of Edu Sci Dept of Edu Sci Early child, Lab of info, Alexandroupolis, Greece

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  • Involves the combination of intelligent methods either based on first principles or in the context of specific applications
  • Includes both theory and practical applications
  • Presents approaches covering different intelligent methods and technologies, such as model-based diagnosis, linear optimization, probabilistic reasoning, uncertain reasoning, clustering methods, neuro-symbolic representation, pattern recognition etc
  • Includes supplementary material: sn.pub/extras

Part of the book series: Intelligent Systems Reference Library (ISRL, volume 116)

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Table of contents (7 papers)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Real-Time Investors’ Sentiment Analysis from Newspaper Articles

    • Konstantinos Arvanitis, Nick Bassiliades
    Pages 1-23

  3. On the Effect of Adding Nodes to TSP Instances: An Empirical Analysis

    • Gloria Cerasela Crişan, Elena Nechita, Vasile Palade
    Pages 25-45

  4. Comparing Algorithmic Principles for Fuzzy Graph Communities over Neo4j

    • Georgios Drakopoulos, Andreas Kanavos, Christos Makris, Vasileios Megalooikonomou
    Pages 47-73

  5. Difficulty Estimation of Exercises on Tree-Based Search Algorithms Using Neuro-Fuzzy and Neuro-Symbolic Approaches

    • Foteini Grivokostopoulou, Isidoros Perikos, Ioannis Hatzilygeroudis
    Pages 75-91

  6. Generation and Nonlinear Mapping of Reducts—Nearest Neighbor Classification

    • Naohiro Ishii, Ippei Torii, Kazunori Iwata, Toyoshiro Nakashima
    Pages 93-109

  7. New Quality Indexes for Optimal Clustering Model Identification Based on Cross-Domain Approach

    • Jean-Charles Lamirel
    Pages 111-124

  8. A Hybrid User and Item Based Collaborative Filtering Approach by Possibilistic Similarity Fusion

    • Manel Slokom, Raouia Ayachi
    Pages 125-147
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Keywords

About this book

Complex problems usually cannot be solved by individual methods or techniques and require the synergism of more than one of them to be solved. This book presents a number of current efforts that use combinations of methods or techniques to solve complex problems in the areas of sentiment analysis, search in GIS, graph-based social networking, intelligent e-learning systems, data mining and recommendation systems. Most of them are connected with specific applications, whereas the rest are combinations based on principles. Most of the chapters are extended versions of the corresponding papers presented in CIMA-15 Workshop, which took place in conjunction with IEEE ICTAI-15, in November 2015. The rest are invited papers that responded to special call for papers for the book. The book is addressed to researchers and practitioners from academia or industry, who are interested in using combined methods in solving complex problems in the above areas.

Editors and Affiliations

  • Sch of Engg, Dept of Comp Engg & Informa, University of Patras Sch of Engg, Dept of Comp Engg & Informa, Patras, Greece

    Ioannis Hatzilygeroudis

  • Fac of Engg & Compu, dept of Compu, Coventry University, Reader in Perv, Fac of Engg & Compu, dept of Compu, Coventry, United Kingdom

    Vasile Palade

  • Dept of Edu Sci Early child, Lab of info, Democritus Univer Thrace,Sch of Edu Sci Dept of Edu Sci Early child, Lab of info, Alexandroupolis, Greece

    Jim Prentzas

Bibliographic Information

  • Book Title: Advances in Combining Intelligent Methods

  • Book Subtitle: Postproceedings of the 5th International Workshop CIMA-2015, Vietri sul Mare, Italy, November 2015 (at ICTAI 2015)

  • Editors: Ioannis Hatzilygeroudis, Vasile Palade, Jim Prentzas

  • Series Title: Intelligent Systems Reference Library

  • DOI: https://doi.org/10.1007/978-3-319-46200-4

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2017

  • Hardcover ISBN: 978-3-319-46199-1Published: 24 November 2016

  • Softcover ISBN: 978-3-319-83467-2Published: 28 June 2018

  • eBook ISBN: 978-3-319-46200-4Published: 19 November 2016

  • Series ISSN: 1868-4394

  • Series E-ISSN: 1868-4408

  • Edition Number: 1

  • Number of Pages: XI, 147

  • Number of Illustrations: 40 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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