Picture Ervina Cergani

Dr.-Ing. Ervina Cergani

Software Technology Group


My research focus is on Big Data Analytics for Automating Software Development. This is based on the usage of Data Mining and Machine Learning techniques, in order to generate “knowledge” from the big software repositories and other sources of information on the web.

At the moment, I am working on feature selection for constructing model patterns, using Information Extraction methods.


Jump to: 2020 | 2018 | 2016 | 2013
Number of items: 4.


Cergani, Ervina (2020):
Machine Learning as a Mean to Uncover Latent Knowledge from Source Code.
Darmstadt, Technische Universität,
DOI: 10.25534/tuprints-00011658,
[Ph.D. Thesis]


Cergani, Ervina ; Proksch, Sebastian ; Nadi, Sarah ; Mezini, Mira (2018):
Investigating Order Information in API-Usage Patterns: A Benchmark and Empirical Study.
13th International Conferewnce on Software Technologies - ICSOFT 2018, Porto, Portugal, 26 -28 July, 2018, [Conference or Workshop Item]


Cergani, Ervina ; Proksch, Sebastian ; Nadi, Sarah ; Mezini, Mira (2016):
Addressing Scalability in API Method Call Analytics.
In: Proceedings of the 2nd International Workshop on Software Analytics, pp. 1-7,
[Conference or Workshop Item]


Cergani, Ervina ; Miettinen, Pauli (2013):
Discovering relations using matrix factorization methods.
In: Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13, pp. 1549-1552,
[Conference or Workshop Item]

This list was generated on Mon Jul 26 06:17:47 2021 CEST.