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The Organizing Committee is pleased to welcome you to take part at the 13th onference "Data Analysis Methods for Software Systems“, which will be held on December 1-3, 2022, in the hotel "Europa Royale", Druskininkai, Lithuania.
For more information in Conference Website
Important dates:
| Deadline for registration by the internet: | October 30, 2022 | ||||||
| Conference: | December 1, 2022 | ||||||
| Paper submission to BJMC journal issue for participants of DAMSS2018: | February 28, 2023 |
Publications
Proceedings of 13th Conference "Data analysis methods for software systems" – DAMSS: Druskininkai, Lithuania, December 1 – 3, 2022 / Lithuanian Computer Society. Vilnius University Institute of Data Science and Digital Technologies. Lithuanian Academy of Sciences. Druskininkai: Vilnius University
Each session talk is 15-20 minutes long. Poster sessions will provide an opportunity for the authors to display the results and conclusions of the presented researchers. The poster will be exhibited during the workshop.
Recommended paper size of posters is A1 (84.1 cm x 59.4 cm.), language is English.
We will recommend the authors of talks to submit their papers for publication in the special issue of "Baltic Journal of Modern Computing".
The Organizing Committee is pleased to welcome you to take part at the 12th onference "Data Analysis Methods for Software Systems“, which will be held on December 2-4, 2021, in the hotel "Europa Royale", Druskininkai, Lithuania.
For more information in Conference Website
Important dates:
| Deadline for registration by the internet: | October 10, 2021 | ||||||
| Conference: | December 2, 2021 | ||||||
| Paper submission to BJMC journal issue for participants of DAMSS2018: | February 28, 2022 |
Publications
Proceedings of 12th Conference "Data analysis methods for software systems" – DAMSS: Druskininkai, Lithuania, December 2 – 4, 2021 / Lithuanian Computer Society. Vilnius University Institute of Data Science and Digital Technologies. Lithuanian Academy of Sciences. Druskininkai: Vilnius University
Each session talk is 15-20 minutes long. Poster sessions will provide an opportunity for the authors to display the results and conclusions of the presented researchers. The poster will be exhibited during the workshop.
Recommended paper size of posters is A1 (84.1 cm x 59.4 cm.), language is English.
We will recommend the authors of talks to submit their papers for publication in the special issue of "Baltic Journal of Modern Computing".
The Organizing Committee is pleased to welcome you to take part at the 11th International Workshop "Data Analysis Methods for Software Systems“, which will be held on November 28-30, 2019, in the hotel "Europa Royale", Druskininkai, Lithuania.
For more information in Conference Website
Important dates:
- Deadline for registration by the internet: October 20, 2019
- Conference: November 28, 2019
- Paper submission to BJMC journal issue for participants of DAMSS2018: will be announced
Publications
Proceedings of 11th International Workshop "Data analysis methods for software systems" – DAMSS 2019: Druskininkai, Lithuania, November 28-30, 2019 / Lithuanian Computer Society. Vilnius University Institute of Mathematics and Informatics. Lithuanian Academy of Sciences. Druskininkai: Vilnius University
Each session talk is 15-20 minutes long. Poster sessions will provide an opportunity for the authors to display the results and conclusions of the presented researchers. The poster will be exhibited during the workshop.
Recommended paper size of posters is A1 (84.1 cm x 59.4 cm.), language is English.
We will recommend the authors of talks to submit their papers for publication in the special issue of "Baltic Journal of Modern Computing".
The Organizing Committee is pleased to welcome you to take part at the 10th International Workshop "Data Analysis Methods for Software Systems“, which will be held on November 29 -December 1, 2018, in the hotel "Europa Royale", Druskininkai, Lithuania.
For more information in Conference Website
Important dates:
- Deadline for registration by the internet: October 20, 2018
- Conference: November 29, 2018
- Paper submission to BJMC journal issue for participants of DAMSS2018: will be announced
Publications
Proceedings of 10th International Workshop "Data analysis methods for software systems" – DAMSS 2018: Druskininkai, Lithuania, November 29-December 1, 2018 / Lithuanian Computer Society. Vilnius University Institute of Mathematics and Informatics. Lithuanian Academy of Sciences. Druskininkai: Vilnius University
Each session talk is 15-20 minutes long. Poster sessions will provide an opportunity for the authors to display the results and conclusions of the presented researchers. The poster will be exhibited during the workshop.
Recommended paper size of posters is A1 (84.1 cm x 59.4 cm.), language is English.
We will recommend the authors of talks to submit their papers for publication in the special issue of "Baltic Journal of Modern Computing".
June 8, 2018, 10:00
Vilnius, Akademijos st. 4, 203 room
(University of Eastern Finland)
„Efficiency of Random Swap Clustering“
Abstract
Random swap algorithm aims at solving clustering by a sequence of prototype swaps, and by fine-tuning their exact location by k-means. This randomized search strategy is simple to implement and efficient. It reaches good quality clustering relatively fast, and if iterated longer, it finds the correct clustering with high probability. In this paper, we analyze the expected number of iterations needed to find the correct clustering. Using this result, we derive the expected time complexity of the random swap algorithm. The main results are that the expected time complexity has (1) linear dependency on the number of data vectors, (2) quadratic dependency on the number of clusters, and (3) inverse dependency on the size of neighborhood. Experiments also show that the algorithm is clearly more efficient than k-means and almost never get stuck in inferior local minimum.
The presentation is based on this recent paper: P. Fränti, "Efficiency of random swap clustering", Journal of Big Data, 5:13, 1-29, 2018
13th INTERNATIONAL BALTIC CONFERENCE ON DATABASES AND INFORMATION SYSTEMS (Baltic DB&IS 2018)
July 1-4, 2018, Trakai, Lithuania
Included in the IEEE list of conferences.
TOPICS (not limited to):
- Concepts, models, methods, tools, techniques in enterprise and IS engineering
- Architectures and quality aspects of information systems
- Domain-specific information systems
- Cyber-social systems
- Big data and its analytics
- Cognitive computingKnowledge, ontologies, data and knowledge management
The conference proceedings - by Springer (CCIS).
The selected and extended papers - by IOS Press (Frontiers in Artificial Intelligence and Applications).
DATES
| April 2, 2018 | Paper submission deadline |
| May 7, 2018 | Author notification |
| May 19, 2018 | Camera-ready paper submission deadline for the conference proceedings |
| July 1-4, 2018 | Conference |
| July 1, 2018 | Doctoral consortium |
| October 17, 2018 | Camera-ready paper submission deadline for the conference selected papers |
ORGANISED BY
Vilnius University
Vilnius Gediminas Technical University
Lithuanian Academy of Sciences
Lithuanian Computer Society
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