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Supplementary Materials for "Improving DBSCAN for Indoor Positioning Using Wi-Fi Radio Maps in Wearable and IoT Devices"

Quezada-Gaibor, Darwin; Klus, Lucie; Torres-Sospedra, Joaquín; Lohan, Elena Simona; Nurmi, Jari; Huerta, Joaquı́n


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      "Joaqu\u00edn Torres-Sospedra, Darwin Quezada-Gaibor, Germ\u00e1n Mendoza-Silva, Jari Nurmi, Yevgeny Koucheryavy, & Joaqu\u00edn Huerta. (2020, June 4). Supplementary Materials for 'New Cluster Selection and Fine-grained Search for k-Means Clustering and Wi-Fi Fingerprinting' (Version 1.0). Zenodo. http://doi.org/10.5281/zenodo.3751042", 
      "Quezada-Gaibor, D., Klus, L., Torres-Sospedra, J., Lohan, E. S., Nurmi, J. and Huerta, J., 2020, October. Improving DBSCAN for Indoor Positioning Using Wi-Fi Radio Maps in Wearable and IoT Devices, In 2020 12th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) (pp. 208-213). IEEE. https://doi.org/10.1109/ICUMT51630.2020.9222411"
    ], 
    "keywords": [
      "Clustering; DBSCAN; PCA; RSS; Software; Wi-Fi fingerprinting"
    ], 
    "publication_date": "2020-10-15", 
    "creators": [
      {
        "affiliation": "Universitat Jaume I and Tampere University", 
        "name": "Quezada-Gaibor, Darwin"
      }, 
      {
        "affiliation": "Tampere University and Universitat Jaume I", 
        "name": "Klus, Lucie"
      }, 
      {
        "affiliation": "Universitat Jaume I and UBIK Geospatial Solutions S.L.", 
        "name": "Torres-Sospedra, Joaqu\u00edn"
      }, 
      {
        "affiliation": "Tampere University and Universitat Autonoma de Barcelona", 
        "name": "Lohan, Elena Simona"
      }, 
      {
        "affiliation": "Tampere University", 
        "name": "Nurmi, Jari"
      }, 
      {
        "affiliation": "Universitat Jaume I", 
        "name": "Huerta, Joaqu\u0131\u0301n"
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    "description": "<p>This package contains all the functions used to run the experiments in the paper cited below. Please, if you want to use this software, don&#39;t forget to cite the source.</p>\n\n<p>* Quezada-Gaibor, D., Klus, L., Torres-Sospedra, J., Lohan, E. S., Nurmi, J. and Huerta, J., 2020, October. Improving DBSCAN for Indoor Positioning Using Wi-Fi Radio Maps in Wearable and IoT Devices, In 2020 12th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) (pp. 208-213). IEEE. https://doi.org/10.1109/ICUMT51630.2020.9222411</p>\n\n<p>* Quezada-Gaibor, D., Klus, L., Torres-Sospedra, J., Lohan, E. S., Nurmi, J. and Huerta, J., 2020, October. Supplementary Materials for &quot;Improving DBSCAN for Indoor Positioning Using Wi-Fi Radio Maps in Wearable and IoT Devices&quot;,&nbsp;Zenodo,&nbsp;[Available Online]&nbsp;https://zenodo.org/record/3983634</p>\n\n<p>If you would like to run the experiments, please follow the instructions in the README file.</p>\n\n<p>Note: This package is based on the material provided by Torres-Sospedra et al. (https://zenodo.org/record/3751042)<br>\n* Torres-Sospedra, J.; Quezada-Gaibor, D.; Mendoza-Silva, G. M.; Nurmi, J.; Koucheryavy, Y. and Huerta, J. &quot;New Cluster Selection and Fine-grained Search for k-Means Clustering and Wi-Fi Fingerprinting&quot;. In Proceedings of the Tenth International Conference on Localization and GNSS (ICL-GNSS), 2020.</p>\n\n<p>If you would like to re-use the databases included in this paper, please cite the corresponding&nbsp;sources as indicated in the readme file in the folder &#39;databases&#39;.</p>\n\n<p>Don&#39;t hesitate to contact me if you have any questions (quezada@uji.es, darwinqg1@hotmail.com)</p>"
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