Staff

Picture Ervina Cergani

Dr.-Ing. Ervina Cergani

Software Technology Group

Contact

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.

Publications

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

2020

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]

2018

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]

2016

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]

2013

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.