March 26, 2020 Software Open Access

Ziqian Wang; Lucius Samo Fekonja; Felix Dreyer; Peter Vajkoczy; Thomas Picht

JSON Export

{
  "files": [
    {
      "links": {
        "self": "https://zenodo.org/api/files/0d657dc4-c808-4f3e-8976-3381e0e62ffe/SVMcgForClass_NoDisplay_linear_nc.m"
      }, 
      "checksum": "md5:cb611147610e20aa889977051d9b6bee", 
      "bucket": "0d657dc4-c808-4f3e-8976-3381e0e62ffe", 
      "key": "SVMcgForClass_NoDisplay_linear_nc.m", 
      "type": "m", 
      "size": 2253
    }, 
    {
      "links": {
        "self": "https://zenodo.org/api/files/0d657dc4-c808-4f3e-8976-3381e0e62ffe/TMS_SVM_online.m"
      }, 
      "checksum": "md5:b3511eef481555b23d7be89ef71091da", 
      "bucket": "0d657dc4-c808-4f3e-8976-3381e0e62ffe", 
      "key": "TMS_SVM_online.m", 
      "type": "m", 
      "size": 3321
    }, 
    {
      "links": {
        "self": "https://zenodo.org/api/files/0d657dc4-c808-4f3e-8976-3381e0e62ffe/whole_2020.mat"
      }, 
      "checksum": "md5:7dc4e84410242c8698bad0de97eff1f6", 
      "bucket": "0d657dc4-c808-4f3e-8976-3381e0e62ffe", 
      "key": "whole_2020.mat", 
      "type": "mat", 
      "size": 4578
    }
  ], 
  "owners": [
    93517
  ], 
  "doi": "10.5281/zenodo.3727664", 
  "stats": {
    "version_unique_downloads": 77.0, 
    "unique_views": 92.0, 
    "views": 122.0, 
    "version_views": 549.0, 
    "unique_downloads": 24.0, 
    "version_unique_views": 450.0, 
    "volume": 153087.0, 
    "version_downloads": 118.0, 
    "downloads": 46.0, 
    "version_volume": 303169.0
  }, 
  "links": {
    "doi": "https://doi.org/10.5281/zenodo.3727664", 
    "conceptdoi": "https://doi.org/10.5281/zenodo.3727663", 
    "bucket": "https://zenodo.org/api/files/0d657dc4-c808-4f3e-8976-3381e0e62ffe", 
    "conceptbadge": "https://zenodo.org/badge/doi/10.5281/zenodo.3727663.svg", 
    "html": "https://zenodo.org/record/3727664", 
    "latest_html": "https://zenodo.org/record/3967287", 
    "badge": "https://zenodo.org/badge/doi/10.5281/zenodo.3727664.svg", 
    "latest": "https://zenodo.org/api/records/3967287"
  }, 
  "conceptdoi": "10.5281/zenodo.3727663", 
  "created": "2020-03-26T14:15:03.141646+00:00", 
  "updated": "2020-10-26T10:55:16.896656+00:00", 
  "conceptrecid": "3727663", 
  "revision": 7, 
  "id": 3727664, 
  "metadata": {
    "access_right_category": "success", 
    "doi": "10.5281/zenodo.3727664", 
    "description": "<p>Here we publish the&nbsp;SVM code used in our&nbsp;<em>analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients</em> article.</p>\n\n<p>&nbsp;</p>\n\n<p>The SVM code is modified after faruto and liyang,&nbsp;<a href=\"https://github.com/faruto/Libsvm-FarutoUltimate-Version/blob/master/Libsvm-FarutoUltimate%20V3.1/matlab-implement%5Bby%20faruto%5D/SVR_test.m\">Libsvm-FarutoUltimate-Version</a>.</p>", 
    "language": "eng", 
    "title": "SVM code for article: Analysis of transcranial magnetic stimulation for object naming with machine learning classification shows reorganisation patterns in tumor patients.", 
    "license": {
      "id": "CC-BY-4.0"
    }, 
    "notes": "The authors acknowledge the support of the Cluster of Excellence Matters of Activity. Image Space Material funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany\u00b4s Excellence Strategy \u2013 EXC 2025.", 
    "relations": {
      "version": [
        {
          "count": 2, 
          "index": 0, 
          "parent": {
            "pid_type": "recid", 
            "pid_value": "3727663"
          }, 
          "is_last": false, 
          "last_child": {
            "pid_type": "recid", 
            "pid_value": "3967287"
          }
        }
      ]
    }, 
    "communities": [
      {
        "id": "neuroinformatics"
      }, 
      {
        "id": "zenodo"
      }
    ], 
    "version": "1.0", 
    "keywords": [
      "SVM", 
      "Machine Learning", 
      "TMS", 
      "Language mapping"
    ], 
    "publication_date": "2020-03-26", 
    "creators": [
      {
        "orcid": "0000-0001-6675-6407", 
        "affiliation": "Charit\u00e9 - University Hospital Berlin", 
        "name": "Ziqian Wang"
      }, 
      {
        "orcid": "0000-0003-1973-4410", 
        "affiliation": "Charit\u00e9 - University Hospital Berlin", 
        "name": "Lucius Samo Fekonja"
      }, 
      {
        "orcid": "0000-0003-1560-8126", 
        "affiliation": "Freie Universit\u00e4t Berlin", 
        "name": "Felix Dreyer"
      }, 
      {
        "orcid": "0000-0003-4350-392X", 
        "affiliation": "Charit\u00e9 - University Hospital Berlin", 
        "name": "Peter Vajkoczy"
      }, 
      {
        "affiliation": "Charit\u00e9 - University Hospital Berlin", 
        "name": "Thomas Picht"
      }
    ], 
    "access_right": "open", 
    "resource_type": {
      "type": "software", 
      "title": "Software"
    }, 
    "related_identifiers": [
      {
        "scheme": "url", 
        "identifier": "https://github.com/faruto/Libsvm-FarutoUltimate-Version/blob/master/Libsvm-FarutoUltimate%20V3.1/matlab-implement%5Bby%20faruto%5D/SVR_test.m", 
        "relation": "cites", 
        "resource_type": "publication-softwaredocumentation"
      }, 
      {
        "scheme": "doi", 
        "identifier": "10.5281/zenodo.3727663", 
        "relation": "isVersionOf"
      }
    ]
  }
}