Concepedia

Interval-based Classification

Interval-Based Classification is a time series classification approach that represents the time series as a set of sub-intervals and extracts discriminative features from each interval to distinguish between different classes based on localized temporal patterns.

149

Publications

9.2K

Citations

365

Authors

199

Institutions

Publications per year

2017–2026

55

Parents

Publications

149

Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning

Usama M. Fayyad, Keki B. Irani · International Joint Conference on Artificial Intelligence · 1993 · 2.8K citations

, , +12

Interval Set Clustering of Web Users with Rough K-Means

Pawan Lingras, Chad West · Journal of Intelligent Information Systems · 2004 · 523 citations

, , +13

Measuring concurrent adherence to multiple related medications.

Niteesh K. Choudhry, William H. Shrank, Raisa Levin et al. · PubMed · 2009 · 337 citations · Full text

, , +16

A rough set approach for the discovery of classification rules in interval-valued information systems

Yee Leung, Manfréd M. Fischer, Wei-Zhi Wu et al. · International Journal of Approximate Reasoning · 2007 · 199 citations

, , +11

A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data

José Sanz, Dario Bernardo, Francisco Herrera et al. · IEEE Transactions on Fuzzy Systems · 2014 · 171 citations · Full text

, , +14

1–5 of 149

Authors

365

  1. JS
    José Sanz

    Universidad Pública de Navarra (UPNA), Spain

    6 publications · 584 citations

    6

    h-index

  2. HB
    Humberto Bustince

    Universidad Pública de Navarra (UPNA), Spain

    6 publications · 584 citations

    6

    h-index

  3. HI
    Hisao Ishibuchi

    Osaka Prefecture University, Japan

    6 publications · 109 citations

    6

    h-index

  4. WP
    Witold Pedrycz

    University of Alberta, Canada

    5 publications · 210 citations

    5

    h-index

  5. HT
    Hideo Tanaka

    Okayama University, Japan

    4 publications · 85 citations

    4

    h-index

1–5 of 365

Institutions

199

  1. Universidad Pública de Navarra (UPNA)

    Pamplona, Spain

    7 h-index

    23 publications

    2.1K citations

  2. Universidade Federal de Pernambuco

    Recife, Brazil

    6 h-index

    15 publications

    450 citations

  3. Polish Academy of Sciences

    Warsaw, Poland

    6 h-index

    8 publications

    278 citations

  4. Systems Research Institute

    Warsaw, Poland

    6 h-index

    8 publications

    278 citations

  5. Osaka Prefecture University

    Sakai, Japan

    5 h-index

    13 publications

    258 citations

  6. University of Alberta

    Edmonton, Canada

    5 h-index

    5 publications

    210 citations

  7. Ben-Gurion University of the Negev

    Beersheba, Israel

    4 h-index

    6 publications

    288 citations

  8. Universidad de Granada

    Granada, Spain

    3 h-index

    3 publications

    327 citations

1–8 of 199

Venues

  1. IEEE Transactions on Fuzzy Systems

    TFS · 6 publications · 483 citations

    6

    h-index

  2. Knowledge-Based Systems

    5 publications · 182 citations

    5

    h-index

  3. Neural Networks

    4 publications · 134 citations

    4

    h-index

  4. Data Mining and Knowledge Discovery

    3 publications · 118 citations

    4

    h-index

  5. Neurocomputing

    3 publications · 91 citations

    3

    h-index

1–5