{
  "@type": "dcat:Dataset",
  "accessLevel": "public",
  "bureauCode": [
    "026:00"
  ],
  "contactPoint": {
    "@type": "vcard:Contact",
    "fn": "George Komar",
    "hasEmail": "mailto:george.komar@nasa.gov"
  },
  "description": "<p>\r\n\tImprove the use of land cover data by developing an advanced framework for robust classification using multi-source datasets:<br />\r\n\tDevelop, validate and optimize a generalized multi-kernel, active learning (MKL-AL) pattern recognition framework for multi-source data fusion.<br />\r\n\tDevelop both single- and ensemble-classifier versions (MKL-AL and Ensemble-MKL-AL) of the system.<br />\r\n\tUtilize multi-source remotely sensed and in situ data to create land-cover classification and perform accuracy assessment with available labeled data; utilize first results to query new samples that, if inducted into the training of the system, will significantly improve classification performance and accuracy.<br />\r\n\t </p>",
  "distribution": [
    {
      "@type": "dcat:Distribution",
      "downloadURL": "http://techport.nasa.gov/xml-api/11845",
      "format": "XML",
      "mediaType": "application/xml"
    }
  ],
  "identifier": "TECHPORT_11845",
  "issued": "2012-08-01",
  "keyword": [
    "active",
    "nasa-headquarters",
    "project"
  ],
  "landingPage": "http://techport.nasa.gov/view/11845",
  "modified": "2025-03-31",
  "programCode": [
    "026:005"
  ],
  "publisher": {
    "@type": "org:Organization",
    "name": "Science Mission Directorate"
  },
  "references": [
    "http://techport.nasa.gov/doc/home/TechPort_Advanced_Search.pdf",
    "http://techport.nasa.gov/fetchFile?objectId=3447",
    "http://techport.nasa.gov/fetchFile?objectId=3448",
    "http://techport.nasa.gov/fetchFile?objectId=3456",
    "http://techport.nasa.gov/fetchFile?objectId=6560",
    "http://techport.nasa.gov/fetchFile?objectId=6561",
    "http://techport.nasa.gov/fetchFile?objectId=6584",
    "http://techport.nasa.gov/home"
  ],
  "temporal": "2012-08-01T00:00:00Z/2015-07-01T00:00:00Z",
  "theme": [
    "Earth Science"
  ],
  "title": "An Advanced Learning Framework for High Dimensional Multi-Sensor Remote Sensing Data Project"
}