Journal article Open Access

Diagnosis of Type-2 Diabetes using Classification and Mining Techniques

Sankar Padmanabhan; Manjunath K M; Madhurima V


JSON Export

{
  "files": [
    {
      "links": {
        "self": "https://zenodo.org/api/files/80a06303-454e-44b9-ba41-76b9a401fe45/C5988029320.pdf"
      }, 
      "checksum": "md5:7beb7058cf9452ddbcb4a048242f8a9c", 
      "bucket": "80a06303-454e-44b9-ba41-76b9a401fe45", 
      "key": "C5988029320.pdf", 
      "type": "pdf", 
      "size": 454195
    }
  ], 
  "owners": [
    251627
  ], 
  "doi": "10.35940/ijeat.C5988.029320", 
  "stats": {
    "version_unique_downloads": 14.0, 
    "unique_views": 37.0, 
    "views": 40.0, 
    "version_views": 40.0, 
    "unique_downloads": 14.0, 
    "version_unique_views": 37.0, 
    "volume": 6358730.0, 
    "version_downloads": 14.0, 
    "downloads": 14.0, 
    "version_volume": 6358730.0
  }, 
  "links": {
    "doi": "https://doi.org/10.35940/ijeat.C5988.029320", 
    "latest_html": "https://zenodo.org/record/5593999", 
    "bucket": "https://zenodo.org/api/files/80a06303-454e-44b9-ba41-76b9a401fe45", 
    "badge": "https://zenodo.org/badge/doi/10.35940/ijeat.C5988.029320.svg", 
    "html": "https://zenodo.org/record/5593999", 
    "latest": "https://zenodo.org/api/records/5593999"
  }, 
  "created": "2021-10-23T06:37:15.331332+00:00", 
  "updated": "2021-10-23T13:48:43.596418+00:00", 
  "conceptrecid": "5593998", 
  "revision": 2, 
  "id": 5593999, 
  "metadata": {
    "access_right_category": "success", 
    "doi": "10.35940/ijeat.C5988.029320", 
    "description": "<p>Around two hundred and fifty million individuals, with a major part of them being ladies influenced by diabetes. This number may ascend to 380 million by another decade. The sickness has been named as the fifth deadliest illness in the world with not a single inevitable fix to be seen. With the ascent of data innovation and proceeding with an approach into the restorative and medicinal services part, the instances of diabetes and their side effects all around are archived. Information mining is a buzz word separating concealed data from an enormous arrangement of database. It assists scientists in building large database in the area of biomedical engineering. The Pima Indian diabetes database was used for investigation purpose. In this paper an attempt has been made to study the effect of various classification and mining Techniques like Decision Tree, Na&iuml;ve Bayes, SVM, Regression etc on the diagnosis of Type-2 diabetes.</p>", 
    "contributors": [
      {
        "affiliation": "Publisher", 
        "type": "Sponsor", 
        "name": "Blue Eyes Intelligence Engineering  & Sciences Publication(BEIESP)"
      }
    ], 
    "title": "Diagnosis of Type-2 Diabetes using Classification and Mining Techniques", 
    "license": {
      "id": "CC-BY-4.0"
    }, 
    "journal": {
      "volume": "9", 
      "issue": "3", 
      "pages": "3672-3676", 
      "title": "International Journal of Engineering and Advanced Technology (IJEAT)"
    }, 
    "relations": {
      "version": [
        {
          "count": 1, 
          "index": 0, 
          "parent": {
            "pid_type": "recid", 
            "pid_value": "5593998"
          }, 
          "is_last": true, 
          "last_child": {
            "pid_type": "recid", 
            "pid_value": "5593999"
          }
        }
      ]
    }, 
    "language": "eng", 
    "subjects": [
      {
        "term": "ISSN", 
        "scheme": "issn", 
        "identifier": "2249-8958"
      }, 
      {
        "term": "Retrieval Number", 
        "scheme": "handle", 
        "identifier": "C5988029320 /2020\u00a9BEIESP"
      }
    ], 
    "keywords": [
      "Algorithms, Heart rate variability, J48, Regression, SVM"
    ], 
    "publication_date": "2020-02-29", 
    "creators": [
      {
        "affiliation": "ECE, SV Engineering College,Karakambadi,Tirupati,AP", 
        "name": "Sankar Padmanabhan"
      }, 
      {
        "affiliation": "ECE, SV Engineering College,Karakambadi,Tirupati,AP", 
        "name": "Manjunath K M"
      }, 
      {
        "affiliation": "ECE, SV Engineering College,Karakambadi,Tirupati,AP", 
        "name": "Madhurima V"
      }
    ], 
    "access_right": "open", 
    "resource_type": {
      "subtype": "article", 
      "type": "publication", 
      "title": "Journal article"
    }, 
    "related_identifiers": [
      {
        "scheme": "issn", 
        "identifier": "2249-8958", 
        "relation": "isCitedBy", 
        "resource_type": "publication-article"
      }
    ]
  }
}
40
14
views
downloads
Views 40
Downloads 14
Data volume 6.4 MB
Unique views 37
Unique downloads 14

Share

Cite as