Wissenschaftlicher Mitarbeiter Dr. Christian Borgs

ResearchGate

GesWi
Anschrift
Lotharstr. 65
47057 Duisburg
Raum
LE 612
Telefon

Funktionen

Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.

    Aufsätze

  • Schnell, Rainer; Borgs, Christian; Heller, Günther; Niedermeyer, Frank
    Pseudonymisierte Verknüpfung der Perinatal- und Neonatalerhebung mit Bloom-Filtern
    (2015)
  • Artikel in Zeitschriften

  • Schnell, Rainer; Borgs, Christian
    Proof of concept for a privacy preserving national mortality register
    In: International Journal of Population Data Science: (IJPDS) Jg. 3 (2018) Nr. 4,
    ISSN: 2399-4908
  • 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
    ISSN: 1472-6963
  • 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
    ISSN: 1472-6947
  • Brown, Adrian; Borgs, Christian; Randall, Sean; Schnell, Rainer
    High quality linkage using Multibit Trees for privacy-preserving blocking
    In: International Journal for Population Data Science / International Population Data Linkage Conference, IPDLN 2016, 24.-26. August 2016, Swansea, Großbritannien / Jg. 1 (2017) Nr. 1, S. 130
    ISSN: 2399-4908
  • Schnell, Rainer; Borgs, Christian
    Secure Privacy Preserving Record Linkage of Large Databases by Modified Bloom Filter Encodings
    In: International Journal for Population Data Science / International Population Data Linkage Conference, IPDLN 2016, 24.-26. August 2016, Swansea, Großbritannien / Jg. 1 (2017) Nr. 1, S. 0013
    ISSN: 2399-4908
  • Beiträge in Sammelwerken und Tagungsbänden

  • 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
    ISBN: 978-3-030-43886-9; 978-3-030-43887-6
  • Schnell, Rainer; Borgs, Christian
    Hardening encrypted patient names against cryptographic attacks using cellular automata
    In: IEEE International Conference on Data Mining Workshops, ICDMW / 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018, Singapore, 17 November 2018 - 20 November 2018 / 2019, S. 518 - 522
    ISBN: 9781538692882; 978-1-5386-9289-9 ISSN: 2375-9259; 2375-9232
  • 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
    ISBN: 978-1-61499-895-2; 978-1-61499-896-9 ISSN: 0926-9630
  • 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
    ISBN: 978-989-758-213-4
  • 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
    ISBN: 978-1-61499-752-8; 978-1-61499-753-5 ISSN: 0926-9630
  • 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 / IEEE International Conference on Data Mining Workshops, ICDMW 2016, 12. - 15. Dez. 2016 Barcelona / 2017, S. 218 - 224
    ISBN: 978-1-5090-5472-5
  • 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 / 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015, 14 Nov. - 17 Nov. 2015, Atlantic City, United States / 2016, S. 232 - 239
    ISBN: 978-1-4673-8492-6
  • 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
    ISBN: 978-3-88579-635-0
  • Dissertation

  • Borgs, Christian;
    Optimal Parameter Choice for Bloom Filter-based Privacy-preserving Record Linkage
    Duisburg, Essen (2019) xvi, 303 Seiten