1 Ocak 2014 Dergi makalesi Açık Erişim

Yildiz, Olcay Taner

JSON

{
  "conceptrecid": "63612", 
  "created": "2021-03-16T01:42:48.188861+00:00", 
  "doi": "10.1016/j.patcog.2013.11.023", 
  "files": [
    {
      "bucket": "ff94be0f-a248-4dc0-be8b-baea380a7a7b", 
      "checksum": "md5:f9b42f497d70e5a7af046e9a3cdaaeef", 
      "key": "bib-4f3839d0-256c-4079-8eaa-58ea902fb423.txt", 
      "links": {
        "self": "https://aperta.ulakbim.gov.tr/api/files/ff94be0f-a248-4dc0-be8b-baea380a7a7b/bib-4f3839d0-256c-4079-8eaa-58ea902fb423.txt"
      }, 
      "size": 102, 
      "type": "txt"
    }
  ], 
  "id": 63613, 
  "links": {
    "badge": "https://aperta.ulakbim.gov.tr/badge/doi/10.1016/j.patcog.2013.11.023.svg", 
    "bucket": "https://aperta.ulakbim.gov.tr/api/files/ff94be0f-a248-4dc0-be8b-baea380a7a7b", 
    "doi": "https://doi.org/10.1016/j.patcog.2013.11.023", 
    "html": "https://aperta.ulakbim.gov.tr/record/63613", 
    "latest": "https://aperta.ulakbim.gov.tr/api/records/63613", 
    "latest_html": "https://aperta.ulakbim.gov.tr/record/63613"
  }, 
  "metadata": {
    "access_right": "open", 
    "access_right_category": "success", 
    "communities": [
      {
        "id": "tubitak-destekli-proje-yayinlari"
      }
    ], 
    "creators": [
      {
        "name": "Yildiz, Olcay Taner"
      }
    ], 
    "description": "In many pattern recognition applications, feature space expansion is a key step for improving the performance of the classifier. In this paper, we (i) expand the discrete feature space by generating all orderings of values of k discrete attributes exhaustively, (ii) modify the well-known decision tree and rule induction classifiers (ID3, Quilan, 1986 [1] and Ripper, Cohen, 1995 [2]) using these orderings as the new attributes. Our simulation results on 15 datasets from UCI repository [3] show that the novel classifiers perform better than the proper ones in terms of error rate and complexity. (C) 2013 Elsevier Ltd. All rights reserved.", 
    "doi": "10.1016/j.patcog.2013.11.023", 
    "has_grant": false, 
    "journal": {
      "issue": "5", 
      "pages": "1988-1993", 
      "title": "PATTERN RECOGNITION", 
      "volume": "47"
    }, 
    "license": {
      "id": "cc-by"
    }, 
    "publication_date": "2014-01-01", 
    "relations": {
      "version": [
        {
          "count": 1, 
          "index": 0, 
          "is_last": true, 
          "last_child": {
            "pid_type": "recid", 
            "pid_value": "63613"
          }, 
          "parent": {
            "pid_type": "recid", 
            "pid_value": "63612"
          }
        }
      ]
    }, 
    "resource_type": {
      "subtype": "article", 
      "title": "Dergi makalesi", 
      "type": "publication"
    }, 
    "title": "On the feature extraction in discrete space"
  }, 
  "owners": [
    1
  ], 
  "revision": 1, 
  "stats": {
    "downloads": 7.0, 
    "unique_downloads": 7.0, 
    "unique_views": 35.0, 
    "version_downloads": 7.0, 
    "version_unique_downloads": 7.0, 
    "version_unique_views": 35.0, 
    "version_views": 41.0, 
    "version_volume": 714.0, 
    "views": 41.0, 
    "volume": 714.0
  }, 
  "updated": "2021-03-16T01:42:48.231949+00:00"
}