Dr. Christian Borgs

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Wissenschaftlicher Mitarbeiter Dr. Christian Borgs

ResearchGate​

Aktuelle Publikationsliste (PDF)

 

 

 

 

Publikationsliste (Automatisch generiert; ggf. Veraltet)

 

 

    2020

  • Schnell, Rainer; Borgs, Christian
    Encoding Hierarchical Classification Codes for Privacy-Preserving Record Linkage Using Bloom Filters
    In: Machine Learning and Knowledge Discovery in Databases: Proceedings, Part II / International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019 / Cellier, Peggy; Driessens, Kurt (Hrsg.) 2020, S. 142 - 156
    Online Volltext: dx.doi.org/

    • 2019

  • Schnell, Rainer; Borgs, Christian;
    Comparing Record Linkage methods for real-world perinatal and neonatal data without unique identifiers
    4th International Conference on Administrative Data Research; 9-11 December 2019; Cardiff, UK,
    In: International Journal of Population Data Science Jg. 4 (2019) Nr. 3: Conference Proceedings for International Conference on Administrative Data Research 2019, S. 082
    Online Volltext: dx.doi.org/ (Open Access)
  • Schnell, Rainer; Borgs, Christian
    Encoding hierarchical classication codes for Privacy-preserving Record Linkage using Bloom filters
    In: Proceedings of the Data Integration and Applications Workshop / ECML/PKDD 2019; 16.09.2019–20.09.2019; Würzburg (2019)
  • Schnell, Rainer; Borgs, Christian
    Hardening encrypted patient names against cryptographic attacks using cellular automata
    In: 18th IEEE International Conference on Data Mining Workshops: Proceedings / 18th IEEE International Conference on Data Mining Workshops (ICDMW 2018), 17-20 November 2018, Singapore / Tong, Hanghang; Li, Zhenhui (Jessie); Zhu, Feida; Yu, Jeffrey (Hrsg.) 2019, S. 518 - 522
    Online Volltext: dx.doi.org/
  • Borgs, Christian;
    Optimal Parameter Choice for Bloom Filter-based Privacy-preserving Record Linkage
    Duisburg, Essen (2019) xvi, 303 Seiten
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)

    • 2018

  • Schnell, Rainer; Borgs, Christian;
    Proof of concept for a privacy preserving national mortality register
    International Population Data Linkage Conference; 12-14 September 2018; Alberta, Canada,
    In: International Journal of Population Data Science Jg. 3 (2018) Nr. 4: Conference Proceedings for International Population Data Linkage Conference 2018,
    Online Volltext: dx.doi.org/ (Open Access)
  • Schnell, Rainer; Borgs, Christian
    Protecting Record Linkage Identifiers Using a Language Model for Patient Names
    In: German Medical Data Sciences: A Learning Healthcare System 2018, S. 91 - 95
    Online Volltext: dx.doi.org/ (Open Access)
  • Randall, Sean; Brown, Adrian; Boyd, James; Schnell, Rainer; Borgs, Christian; Ferrante, Anna
    Sociodemographic differences in linkage error : an examination of four large-scale datasets
    In: BMC Health Services Research Jg. 18 (2018) S. 678
    Online Volltext: dx.doi.org/ (Open Access)

    • 2017

  • Schnell, Rainer; Borgs, Christian
    State of the Art Privacy-preserving Record Linkage of Large Administrative Data Sets
    In: Proceedings of the New Techniques and Technologies for Statistics / NTTS 2017; Brussels; March 13 - 17th 2016 (2017)
    Online Volltext: dx.doi.org/ Online Volltext
  • Stausberg, Jürgen; Waldenburger, Andreas; Borgs, Christian; Schnell, Rainer
    Combining Different Privacy-Preserving Record Linkage Methods for Hospital Admission Data
    In: Informatics for health: Connected Citizen-Led Wellness and Population Health / Randell, Rebecca; Cornet, Ronald; McCowan, Colin; Peek, Niels; Scott, Philip J. (Hrsg.) 2017, S. 161 - 165
    Online Volltext: dx.doi.org/ (Open Access)
  • Brown, Adrian P.; Borgs, Christian; Randall, Sean M.; Schnell, Rainer
    Evaluating privacy-preserving record linkage using cryptographic long-term keys and multibit trees on large medical datasets.
    In: BMC Medical Informatics and Decision Making Jg. 17 (2017) S. 83
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Schnell, Rainer; Borgs, Christian
    Randomized Response and Balanced Bloom Filters for Privacy Preserving Record Linkage
    In: Proceedings of the 16th IEEE International Conference on Data Mining Workshops / ICDMW 2016; 12. - 15. Dezember 2016; Barcelona, Spain 2017, S. 218 - 224
    Online Volltext: dx.doi.org/
  • Schnell, Rainer; Borgs, Christian
    Secure Privacy Preserving Record Linkage of Large Databases by Modified Bloom Filter Encodings
    In: International Journal of Population Data Science Jg. 1 (2017) Nr. 1, S. 0013
    Online Volltext: dx.doi.org/ (Open Access)
  • Brown, Adrian; Borgs, Christian; Randall, Sean; Schnell, Rainer
    High quality linkage using Multibit Trees for privacy-preserving blocking
    In: International Journal of Population Data Science Jg. 1 (2017) Nr. 1, S. 130
    Online Volltext: dx.doi.org/ (Open Access)
  • Richter, Anke; Borgs, Christian; Schnell, Rainer
    A Comparison of Statistical Linkage Keys with Bloom Filter-based Encryptions for Privacy-preserving Record Linkage using Real-world Mammography Data
    In: Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017): Volume 5 / 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 21.-23. Februar 2017, Porto, Portugal 2017, S. 276 - 283
    Online Volltext: dx.doi.org/

    • 2016

  • Schnell, Rainer; Borgs, Christian;
    Available Methods for Privacy Preserving Record Linkage on Census Scale Data
    European Conference on Quality in Official Statistics (Q2016), 31.05-03.06.2016, Madrid,
    (2016)
  • Schnell, Rainer; Borgs, Christian;
    Hardening Bloom Filter PPRL by Modifying Identifier Encodings
    Data Linkage: Techniques, Challenges and Applications Workshop, 12.09-16.09.2016, Cambridge,
    (2016)
    Online Volltext
  • Schnell, Rainer; Borgs, Christian
    Building a National Perinatal Data Base without the Use of Unique Personal Identifiers
    In: Proceedings of the 2015 IEEE 15th International Conference on Data Mining Workshop / ICDMW 2015, 14 Nov. - 17 Nov. 2015, Atlantic City, United States 2016, S. 232 - 239
    Online Volltext: dx.doi.org/ (Open Access)
  • Schnell, Rainer; Borgs, Christian;
    Secure Pricacy Preserving Record Linkage of Large Databases by Modified Bloom Filter Encodings
    International Population Data Linkage Conference, IPDLN 2016, 24.-26. August 2016, Swansea, Großbritannien,
    (2016)
  • Schnell, Rainer; Borgs, Christian;
    Linking Against All Odds : Using Administrative Data with Modern Privacy Preserving Record Linkage Techniques
    9th International Conference on Social Science Methodology (RC33), 11.-16. September 2016, Leicester, UK,
    (2016)
  • Schnell, Rainer; Borgs, Christian;
    Presentation: Hardening Bloom Filter PPRL by Modifying Identifier Encodings
    Techniques, Challenges and Applications Workshop: 12.09-16.09.2016; Isaac Newton Institute for Mathematical Sciences, Cambridge University,
    (2016)
    Online Volltext
  • Schnell, Rainer; Borgs, Christian;
    Presentation: Secure Privacy Preserving Record Linkage of Large Databases by Modified Bloom Filter Encodings
    International Population Data Linkage Conference, IPDLN 2016, 24.-26. August 2016, Swansea, Großbritannien,
    (2016)
  • Schnell, Rainer; Borgs, Christian;
    Linking against all odds : Using Administrative data with modern Privacy Preserving Record Linkage Techniques
    9th International Conference on Social Science Methodology (RC33), 11.-16. September 2016, Leicester, UK,
    (2016)
  • Schnell, Rainer; Borgs, Christian;
    Presentation: Available methods for privacy preserving record linkage on census scale data
    European Conference on Quality in Official Statistics (Q2016): 31.05-03.06.2016; Madrid,
    (2016)

    • 2015

  • Borgs, Christian; Schnell, Rainer; Sehili, Ziad; Kolb, Lars; Rahm, Erhard
    Privacy Preserving Record Linkage with PPJoin
    In: Datenbanksysteme für Business, Technologie und Web: (BTW 2015) / 16. Fachtagung "Datenbanksysteme für Business, Technologie und Web" (BTW) der Gesellschaft für Informatik (GI), 2. bis 6. März 2015, Hamburg; Seidl, Thomas 2015, S. 85 - 104
    Online Volltext
  • Schnell, Rainer; Borgs, Christian;
    Presentation: Recent Advances in Privacy Preserving Record Linkage
    6th Conference of the European Survey Research Association (ESRA 2015), 13.07.- 17.07.2015, Reykjavik, Iceland,
    (2015)
  • Schnell, Rainer; Borgs, Christian; Heller, Günther; Niedermeyer, Frank
    Pseudonymisierte Verknüpfung der Perinatal- und Neonatalerhebung mit Bloom-Filtern
    (2015)

    • 2014

  • Schnell, Rainer; Richter, Anke; Borgs, Christian;
    Performance of Different Methods for Privacy Preserving Record Linkage with Large Scale Medical Data Sets
    2nd International Health Data Linkage Conference: Data Linkage for Better Public Policy, 28.04.-30.04.2014, Vancouver, Kanada,
    (2014)
  • Schnell, Rainer; Borgs, Christian;
    Datenschutzgerechte Zusammenführung personenbezogener Daten : Techniken des "Privacy Preserving Record Linkage"
    GMDS 2014, 59. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e.V. (GMDS). Göttingen, 07.-10.09.2014,
    (2014)
  • Schnell, Rainer; Borgs, Christian; Richter, Anke;
    Presentation: Performance of different methods for privacy preserving record linkage with large scale medical data sets
    2014 International Health Data Linkage Conference, 28.04.-30.04.2014, Vancouver, Canada,
    (2014)