Hasso-Plattner-Institut
Prof. Dr. Felix Naumann
  
 

Ioannis Koumarelas

Ph.D. candidate student at the Infomation Systems Research Group at Hasso Plattner Institute in IT-Systems Engineering. 

Research Interests

High Interest:

  • Data Cleansing / Data Deduplication / Data Reconsiliation / Record Linkage / Data Matching / ...
  • Address Geocoding
  • Parallel and Distributed Systems
  • Big Data Management

Medium Interest: Machine Learning, Data Mining, Stream Processing, Web Mining, Information Retrieval

Low Interest: Information Theory, Data Science in general, Complexities in all previous and other., Virtualization

Projects

Cooperation project with SAP and Concur. Vendors Data Cleansing.

Master Thesis - Topics

If there is an intersection of your research interests with mine, then please contact me. You can find examples of master theses that I am willing to supervise here, or our official web page of list of theses.

Contact Information

Prof.-Dr.-Helmert-Straße 2-3
D-14482 Potsdam
Room: G-3.1.14

Phone: +49 331 5509 1377
Email:  Ioannis Koumarelas (click)

Publication list

  • Towards Progressive Searc... - Download
    Pietrangelo, Alberto, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann, and Ioannis Koumarelas. “Towards Progressive Search-Driven Entity Resolution”. In Sebd, 2018. http://ceur-ws.org/Vol-2161/paper16.pdf.
     
  • Experience: Enhancing Add... - Download
    Koumarelas, Ioannis, Axel Kroschk, Clifford Mosley, and Felix Naumann. “Experience: Enhancing Address Matching With Geocoding And Similarity Measure Selection”. J. Data And Information Quality 10, no. 2 (2018): 8:1--8:16. http://doi.acm.org/10.1145/3232852.
     
  • Combination of Rule-based... - Download
    Samiei, Ahmad, Ioannis Koumarelas, Michael Loster, and Felix Naumann. “Combination Of Rule-Based And Textual Similarity Approaches To Match Financial Entities”. In Dsmm. ACM, 2016. http://dl.acm.org/citation.cfm?id=2951905.