Skip to main content

User account menu

  • Log in
DBS-Logo

Database Group Leipzig

within the department of computer science

ScaDS-Logo Logo of the University of Leipzig

Main navigation

  • Home
  • Study
    • Exams
      • Hinweise zu Klausuren
    • Courses
      • Current
    • Modules
    • LOTS-Training
    • Abschlussarbeiten
    • Masterstudiengang Data Science
    • Oberseminare
    • Problemseminare
    • Top-Studierende
  • Research
    • Projects
      • Benchmark datasets for entity resolution
      • FAMER
      • HyGraph
      • Privacy-Preserving Record Linkage
      • GRADOOP
    • Publications
    • Prototypes
    • Annual reports
    • Cooperations
    • Graduations
    • Colloquia
    • Conferences
  • Team
    • Erhard Rahm
    • Member
    • Former employees
    • Associated members
    • Gallery

Dr. Martin Franke

Breadcrumb

  • Home
  • Team
  • Dr. Martin Franke
portrait photo
  • Dr. Martin Franke
  • franke@informatik.uni-leipzig.de
  • Room P-412, Paulinum, Augustusplatz 10, 04109, Leipzig

About

  • Since 2024 Data Architect @ Berliner Vekehrsbetriebe (BVG)
  • 05/2017 – 12/2023 – Researcher / Ph.D. student at Leipzig University
  • 2017 – M. Sc. Computer Science, Leipzig University
  • 2014 – B. Sc. Computer Science, University of Jena

Research Projects

  • Privacy-preserving Record Linkage (PPRL) for Big Data

Teaching

Lectures

  • DBS2: 2019

Tutorials

  • DBS1: WS 2022, WS 2021, WS 2020, WS 2019, WS 2018, WS 2017
  • DBS2: SS 2023, SS 2022, SS 2021, SS 2020, SS 2019, SS 2018, SS 2017

Seminars

  • Trends in Data Analytics and Machine Learning WS 2022
  • New Trends in Machine Learning und Data Analytics WS 2021
  • New Trends in Machine Learning and Data Analytics WS 2020
  • Trends in Machine Learning and Data Analytics WS 2019
  • Secure Data Processing WS 2018
  • Deep Learning WS 2017

Labs

  • Data-Warehouse & Data Mining: WS 2022, WS 2021, WS 2020, WS 2019, WS 2018, WS 2017
  • Relational Databases: SS 2023, SS 2022, SS 2021, SS 2020, SS 2019, SS 2018, SS 2017
  • Big Data: SS 2022, SS 2020, SS 2019, SS 2018

Betreute Abschlussarbeiten (12)

Jahr Typ Student Titel Status
2024 B. Sc. Maen Khatab Bird Species Classification on Images Finished
2023 B. Sc. André Wille Erstellung einer Heatmap auf Grundlage von temporalen Graphen Finished
2023 B. Sc. Abed Alaziz Owidat Entwicklung einer Android-App zur Erfassung und Visualisierung von ornithologischen Daten (Backend) Finished
2023 B. Sc. Mahmoud Ahmad Entwicklung einer Android-App zur Erfassung und Visualisierung von ornithologischen Daten (Frontend) Finished
2022 B. Sc. Duc Dung Dao Konzeption und Realisierung einer Anwendung zur Generierung von personenbezogenen Daten Finished
2021 B. Sc. Lennart Laverenz Untersuchung alternativer Kodierungsverfahren für PPRL Finished
2020 B. Sc. Dominik Schwabe Erschließung und Evaluierung von Matching-Datensätzen mit personenbezogenen Daten Finished
2020 B. Sc. Steffen Meßing LOTS-Erweiterungen: Trainer für Relationenalgebra und Cypher Finished
2019 B. Sc. Hans Angermann Entwicklung eines Werkzeug zur graphischen Datenmodellierung (ERM, RM) Finished
2019 B. Sc. Anna Schröder Realisierung eines NF²-Prototypen zum Einsatz in der Lehre Finished
2019 B. Sc. Anna Schröder Realisierung eines NF²-Prototypen zum Einsatz in der Lehre Finished
2018 B. Sc. Caroline Mösler Visualisierungskonzept für PPRL-Workflows Finished

Publications (12)

Dateien Cover Beschreibung Jahr
Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure
Rohde, F. ; Christen, V. ; Franke, M. ; Rahm, E.
21st Conference on Database Systems for Business, Technology and Web (BTW 2025)
2025 / 3
Scalable, Accurate and Secure Privacy-Preserving Record Linkage
Franke, M.
Universität Leipzig
2024 / 5
(Privately) Estimating Linkage Quality for Record Linkage
Franke, M. ; Christen, V. ; Christen, P. ; Rohde, F. ; Rahm, E.
27th International Conference on Extending Database Technology
2024 / 3
White Paper: Verbesserung des Record Linkage für die Gesundheitsforschung in Deutschland
Intemann, T. ; Kaulke, K. ; Kipker, D. ; Lettieri, V. ; Stallmann, C. ; Schmidt, C. ; Geidel, L. ; Bialke, M. ; Hampf, C. ; Stahl, D. ; Lablans, M. ; Rohde, F. ; Franke, M. ; Kraywinkel, K. ; Kieschke, J. ; Bartholomäusn, S. ; Näher, A. ; Tremper, G. ; Lambarki, M. ; March, S. ; Prasser, F. ; Haber, A. C. ; Drepper, J. ; Schlünder, I. ; Kirsten, T. ; Pigeot, I. ; Sax, U. ; Buchner, B. ; Ahrens, W. ; Semler, S.
Fachrepositorium Lebenswissenschaften
2023 / 8
Value-specific Weighting for Record-level Encodings in Privacy-Preserving Record Linkage
Rohde, F. ; Franke, M. ; Christen, V. ; Rahm, E.
Conference on Database Systems for Business, Technology and Web (BTW) 2023
2023 / 3
Evaluation of Hardening Techniques for Privacy-Preserving Record Linkage
Franke, M. ; Sehili, Z. ; Rohde, F. ; Rahm, E.
Proceedings of the 24th International Conference on Extending Database Technology (EDBT), pp. 289-300
2021 / 3
Multi-Party Privacy Preserving Record Linkage in Dynamic Metric Space
Sehili, Z. ; Rohde, F. ; Franke, M. ; Rahm, E.
Proc. 19. GI-Fachtagung für Datenbanksysteme für Business, Technologie und Web (BTW), 2021
2021 / 2
Optimization of the Mainzelliste software for fast privacy-preserving record linkage
Rohde, F. ; Franke, M. ; Sehili, Z. ; Lablans, M. ; Rahm, E.
BMC Journal of Translational Medicine
2021 / 1
PRIMAT: A Toolbox for Fast Privacy-preserving Matching
Franke, M. ; Sehili, Z. ; Rahm, E.
PVLDB 12(12): 1826-1829
2019 / 8
ScaDS Research on Scalable Privacy-preserving Record Linkage
Franke, M. ; Gladbach, M. ; Sehili, Z. ; Rohde, F. ; Rahm, E.
Datenbank-Spektrum
2019 / 2

Pagination

  • Current page 1
  • Page 2
  • Next page Next ›
  • Last page Last »

Recent publications

  • 2025 / 8: Slice it up: Unmasking User Identities in Smartwatch Health Data
  • 2025 / 6: SecUREmatch: Integrating Clerical Review in Privacy-Preserving Record Linkage
  • 2025 / 5: Federated Learning With Individualized Privacy Through Client Sampling
  • 2025 / 3: Assessing the Impact of Image Dataset Features on Privacy-Preserving Machine Learning
  • 2025 / 3: Automated Configuration of Schema Matching Tools: A Reinforcement Learning Approach

Footer menu

  • Directions
  • Contact
  • Impressum