All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

Subgroup Discovery through Bump Hunting on Relational Histograms

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00204898" target="_blank" >RIV/68407700:21230/12:00204898 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Subgroup Discovery through Bump Hunting on Relational Histograms

  • Original language description

    We propose an approach to subgroup discovery in relational databases containing numerical attributes. The approach is based on detecting bumps in histograms constructed from substitution sets resulting from matching a rst-order query against the input relational database. The approach is evaluated on seven data sets, discovering interpretable subgroups. The subgroups' rate of survival from the training split to the testing split varies among the experimental data sets, but at least on three of them it is very high.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GAP103%2F10%2F1875" target="_blank" >GAP103/10/1875: Learning from Theories</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2012

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Inductive Logic Programming

  • ISBN

    978-3-642-31950-1

  • ISSN

    0302-9743

  • e-ISSN

  • Number of pages

    15

  • Pages from-to

    76-90

  • Publisher name

    Springer

  • Place of publication

    Heidelberg

  • Event location

    Cumberland Lodge, Windsor Great Park

  • Event date

    Jul 31, 2011

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article