Skip to main content
SpringerLink
Log in
Book cover

Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations

17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part II

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Jesús Medina

    1. Universidad de Cádiz, Cádiz, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Manuel Ojeda-Aciego

    1. Universidad de Málaga, Málaga, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. José Luis Verdegay

    1. Universidad de Granada, Granada, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. David A. Pelta

    1. Universidad de Granada, Granada, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Inma P. Cabrera

    1. Universidad de Málaga, Málaga, Spain

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Bernadette Bouchon-Meunier

    1. LIP6, Université Pierre et Marie Curie, CNRS, Paris, France

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  7. Ronald R. Yager

    1. Iona College, New Rochelle, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 854)

Included in the following conference series:

Conference proceedings info: IPMU 2018.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (61 papers)

  1. Front Matter

    Pages I-XX
    Download chapter PDF

  2. Fuzzy Methods in Data Mining and Knowledge Discovery

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Fuzzy Analysis of Sentiment Terms for Topic Detection Process in Social Networks

      • Karel Gutiérrez-Batista, Jesús R. Campaña, Maria-Amparo Vila, Maria J. Martin-Bautista
      Pages 3-14

    3. Fuzzy Association Rules Mining Using Spark

      • Carlos Fernandez-Bassso, M. Dolores Ruiz, Maria J. Martin-Bautista
      Pages 15-25

    4. A Typology of Data Anomalies

      • Ralph Foorthuis
      Pages 26-38

    5. IF-CLARANS: Intuitionistic Fuzzy Algorithm for Big Data Clustering

      • Hechmi Shili, Lotfi Ben Romdhane
      Pages 39-50

    6. Semi-supervised Fuzzy c-Means Variants: A Study on Noisy Label Supervision

      • Violaine Antoine, Nicolas Labroche
      Pages 51-62

    7. Towards a Hierarchical Extension of Contextual Bipolar Queries

      • Janusz Kacprzyk, Sławomir Zadrożny
      Pages 63-74

    8. Towards an App Based on FIWARE Architecture and Data Mining with Imperfect Data

      • Jose M. Cadenas, M. Carmen Garrido, Cristina Villa
      Pages 75-87

    9. A Fuzzy Close Algorithm for Mining Fuzzy Association Rules

      • Régis Pierrard, Jean-Philippe Poli, Céline Hudelot
      Pages 88-99

    10. Datil: Learning Fuzzy Ontology Datatypes

      • Ignacio Huitzil, Umberto Straccia, Natalia Díaz-Rodríguez, Fernando Bobillo
      Pages 100-112

  3. Fuzzy Transforms: Theory and Applications to Data Analysis and Image Processing

    1. Front Matter

      Pages 113-113
      Download chapter PDF

    2. Axiomatic of Inverse Lattice-Valued F-transform

      • Jiří Močkoř
      Pages 115-126

    3. Why Triangular Membership Functions are Often Efficient in F-transform Applications: Relation to Probabilistic and Interval Uncertainty and to Haar Wavelets

      • Olga Kosheleva, Vladik Kreinovich
      Pages 127-138

    4. Enhanced F-transform Exemplar Based Image Inpainting

      • Pavel Vlašánek
      Pages 139-150

    5. A Novel Approach to the Discrete Fuzzy Transform of Higher Degree

      • Linh Nguyen, Michal Holčapek
      Pages 151-162

    6. Lattice-Valued F-Transforms as Interior Operators of L-Fuzzy Pretopological Spaces

      • Irina Perfilieva, S. P. Tiwari, Anand P. Singh
      Pages 163-174

    7. Modified F-transform Based on B-splines

      • Martins Kokainis, Svetlana Asmuss
      Pages 175-186

    8. Collocation Method for Linear BVPs via B-spline Based Fuzzy Transform

      • Martins Kokainis, Svetlana Asmuss
      Pages 187-198

  4. Imprecise Probabilities: Foundations and Applications

    1. Front Matter

      Pages 199-199
      Download chapter PDF
Back to top

Other volumes

  1. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations

  2. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations

  3. Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications

Keywords

About this book

This three volume set (CCIS 853-855) constitutes the proceedings of the 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2017, held in Cádiz, Spain, in June 2018.

The 193 revised full papers were carefully reviewed and selected from 383 submissions. The papers are organized in topical sections on advances on explainable artificial intelligence; aggregation operators, fuzzy metrics and applications; belief function theory and its applications; current techniques to model, process and describe time series; discrete models and computational intelligence; formal concept analysis and uncertainty; fuzzy implication functions; fuzzy logic and artificial intelligence problems; fuzzy mathematical analysis and applications; fuzzy methods in data mining and knowledge discovery; fuzzy transforms: theory and applications to data analysis and image processing; imprecise probabilities: foundations and applications; mathematical fuzzy logic, mathematical morphology; measures of comparison and entropies for fuzzy sets and their extensions; new trends in data aggregation; pre-aggregation functions and generalized forms of monotonicity; rough and fuzzy similarity modelling tools; soft computing for decision making in uncertainty; soft computing in information retrieval and sentiment analysis; tri-partitions and uncertainty; decision making modeling and applications; logical methods in mining knowledge from big data; metaheuristics and machine learning; optimization models for modern analytics; uncertainty in medicine; uncertainty in Video/Image Processing (UVIP).

Editors and Affiliations

  • Universidad de Cádiz, Cádiz, Spain

    Jesús Medina

  • Universidad de Málaga, Málaga, Spain

    Manuel Ojeda-Aciego, Inma P. Cabrera

  • Universidad de Granada, Granada, Spain

    José Luis Verdegay, David A. Pelta

  • LIP6, Université Pierre et Marie Curie, CNRS, Paris, France

    Bernadette Bouchon-Meunier

  • Iona College, New Rochelle, USA

    Ronald R. Yager

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation