Dipl.-Inform. Philipp Kranen    Research associate
Phone:    +49-241-80-21911
Consultation-hour:    Dienstags 15-16h
Room:    6327
E-Mail:
Homepage:    http://www.philippkranen.de
Publications:    10 entrys
Staffer since 01.08.2007

Thesis

Dimensionsreduktion für die Earth Mover's Distanz für schnelles Multimedia-Retrieval

Tutor: Marc Wichterich

Fields of activity

Research

• UMIC - Ultra High-Speed Mobile Information and Communication
• Research area B: Mobile Applications & Services
• Stream Data Mining
• Anytime Algorithms
• Research area D: Cross Disciplinary Methods and Tool
• Energy Efficient Data Dissemination
• (EMD - Earth Mover's Distance)

Selected Publications (complete list)

Kranen P., Seidl T.:
Harnessing the Strengths of Anytime Algorithms for Constant Data Streams
Data Mining and Knowledge Discovery Journal (DMKD), ECML PKDD Special Issue (Sep 2009)
[DMKD Journal]

Seidl T., Assent I., Kranen P., Krieger R., Herrmann J.:
Indexing Density Models for Incremental Learning and Anytime Classification on Data Streams
12th International Conference on Extending Database Technology (EDBT/ICDT 2009), Saint-Petersburg, Russia. (full paper)

[EDBT/ICDT 2009]

 

Wichterich M., Assent I., Kranen P., Seidl T.:
Efficient EMD-based Similarity Search in Multimedia Databases via Flexible Dimensionality Reduction
ACM SIGMOD International Conference on Management of Data (SIGMOD 2008), Vancouver, BC, Canada. (full paper)

[SIGMOD 2008]

Reviews for International conferences and journals:

• ICDE 2010 (IEEE International Conference on Data Engineering)
• KDD 2009 (Knowledge Discovery and Data Mining)
• EDBT 2009 (International Conference on Extending Database Technology)
• ICDE 2009 (IEEE International Conference on Data Engineering)
• EDBT 2008 (International Conference on Extending Database Technology)
• IEEE Transactions on Computers

Teaching

• Sommersemester 09
• Seminar "Datamanagement and -exploration"
• Softwarepraktikum "Anwendung und Evaluierung von Data Mining Techniken"
• Wintersemester 08/09
• Vorlesung "Data Mining Algorithms"
• Praktikum "Data Mining Algorithms"
• Sommersemester 08
• Vorlesung "Algorithmen und Datenstrukturen"
• Seminar "Komplexe Objekte in Datenbanken"
• Wintersemester 07/08
• Vorlesung "Technische Informatik" (Prof. Kowalewski)
• Seminar "Aktuelle Entwicklungen des Data Mining" (B-IT IPEC)