Publications
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Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, eds.,
2019.
Applied data science : lessons learned for the data-driven business.
1. Auflage.
Cham:
Springer.
ISBN 978-3-030-11820-4.
Available from: https://doi.org/10.1007/978-3-030-11821-1
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Tuggener, Lukas; Amirian, Mohammadreza; Rombach, Katharina; Lörwald, Stefan; Varlet, Anastasia; Westermann, Christian; Stadelmann, Thilo,
2019.
Automated machine learning in practice : state of the art and recent results.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Available from: https://doi.org/10.21256/zhaw-3156
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Stadelmann, Thilo; Tolkachev, Vasily; Sick, Beate; Stampfli, Jan; Dürr, Oliver,
2019.
Beyond ImageNet : deep learning in industrial practice
.
In:
Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, eds.,
Applied data science : lessons learned for the data-driven business.
Cham:
Springer.
pp. 205-232.
Available from: https://doi.org/10.21256/zhaw-3175
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Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt,
2019.
.
In:
Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, eds.,
Applied data science : lessons learned for the data-driven business.
Cham:
Springer.
pp. 17-29.
Available from: https://doi.org/10.21256/zhaw-3177
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Stadelmann, Thilo; Stockinger, Kurt; Heinatz-Bürki, Gundula; Braschler, Martin,
2019.
.
In:
Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, eds.,
Applied data science : lessons learned for the data-driven business.
Cham:
Springer.
pp. 31-45.
Available from: https://doi.org/10.21256/zhaw-3176
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Brunner, Ursin; Stockinger, Kurt,
2019.
Entity matching on unstructured data : an active learning approach [paper].
In:
6th Swiss Conference on Data Science, Bern, June 14, 2019.
IEEE.
Available from: https://doi.org/10.21256/zhaw-3197
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Stadelmann, Thilo; Braschler, Martin; Stockinger, Kurt,
2019.
Introduction to applied data science
.
In:
Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, eds.,
Applied data science : lessons learned for the data-driven business.
Cham:
Springer.
pp. 3-16.
Available from: https://doi.org/10.21256/zhaw-3177
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Stockinger, Kurt; Braschler, Martin; Stadelmann, Thilo,
2019.
Lessons learned from challenging data science case studies
.
In:
Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, eds.,
Applied data science : lessons learned for the data-driven business.
Cham:
Springer.
pp. 447-465.
Available from: https://doi.org/10.21256/zhaw-3174
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Leitner, Philipp; Wittern, Erik; Spillner, Josef; Hummer, Waldemar,
2019.
A mixed-method empirical study of Function-as-a-Service software development in industrial practice.
Journal of systems and software.
149,
pp. 340-359.
Available from: https://doi.org/10.21256/zhaw-4969
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Al-Ameen, Mohammed; Spillner, Josef,
2019.
A systematic and open exploration of FaaS research [paper].
In:
Proceedings of the European symposium on serverless computing and applications.
ESSCA, Zurich, Switzerland, December 21, 2018.
CEUR-WS.
pp. 30-35.
CEUR Workshop Proceedings ; 2330.
Available from: https://doi.org/10.21256/zhaw-3271
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Hutter, Hans-Peter; Darvishy, Alireza,
2019.
Barrierefreier Tourismus im Bodenseeraum [poster].
In:
Friedrich, Petra; Fuchs, Dominik, eds.,
6. Ambient Medicine® Forum „Assistive Technik für selbstbestimmtes Wohnen“ (Band 6) : 19. - 20. Februar 2019, Tagungsband.
6. Ambient Medicine Forum, Kempten, Deutschland, 19. - 20. Februar 2019.
Göttingen:
Cuvillier.
pp. 165-170.
Schriftenreihe der Hochschule Kempten ; 6.
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Grano, Giovanni; Titov, Timofey V.; Panichella, Sebastiano; Gall, Harald C.,
2019.
Branch coverage prediction in automated testing.
Journal of software: evolution and process.
2019(e2158).
Available from: https://doi.org/10.21256/zhaw-3221
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Pidel, Catie Jo; Neuhaus, Stephan,
2019.
Breaking : password entry is fine [paper].
In:
Proceedings of the 2019 Human-Computer Interaction International Conference.
21st International Conference on Human-Computer Interaction, Orlando, USA, 26-31 July 2019.
Hochschule Düsseldorf.
Available from: https://doi.org/10.21256/zhaw-5036
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Yiğit, Beytüllah; Gür, Gürkan; Alagöz, Fatih; Tellenbach, Bernhard,
2019.
Cost-aware securing of IoT systems using attack graphs.
Ad hoc Networks.
86,
pp. 23-35.
Available from: https://doi.org/10.1016/j.adhoc.2018.10.024
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Zhou, Yu; Yan, Xin; Chen, Taolue; Panichella, Sebastiano; Gall, Harald,
2019.
DRONE : a tool to detect and repair directive defects in Java APIs documentation [paper].
In:
ICSE '19 proceedings of the 41st international conference on software engineering : companion proceedings.
International Conference on Software Engineering (ICSE 2019), Montreal, Quebec, Canada, May 25 - 31, 2019.
Piscataway:
IEEE.
pp. 115-118.
Available from: https://doi.org/10.21256/zhaw-3220
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Serhiienko, Oleksii; Gkikopoulos, Panagiotis; Spillner, Josef,
2019.
Extensible declarative management of cloud resources across providers [paper].
In:
CCGrid 2019, Nicosia, Cyprus, May 2019.
IEEE.
pp. 678-683.
Available from: https://doi.org/10.21256/zhaw-3249
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Panichella, Sebastiano; Guzman, Emitza; Pasquale, Liliana; Seyff, Norbert; Di Sorbo, Andrea,
2019.
Information and software technology.
112,
pp. 176-177.
Available from: https://doi.org/10.21256/zhaw-3219
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Baumann, Louis; Benz, Stefan; Militano, Leonardo; Bohnert, Thomas Michael,
2019.
Monitoring resilience in a rook-managed containerized cloud storage system [paper].
In:
European Conference on Networks and Communications (EuCNC), Valencia, Spain, 18 - 21 June 2019.
IEEE.
Available from: https://doi.org/10.21256/zhaw-2798
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Stockinger, Kurt; Bundi, Nils Andri; Heitz, Jonas; Breymann, Wolfgang,
2019.
Scalable architecture for big data financial analytics : user-defined functions vs. SQL.
Journal of Big Data.
6(46).
Available from: https://doi.org/10.21256/zhaw-3214
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Tellenbach, Bernhard; Rennhard, Marc; Schweizer, Remo,
2019.
Security of data science and data science for security
.
In:
Braschler, Martin; Stadelmann, Thilo; Stockinger, Kurt, eds.,
Applied data science : lessons learned for the data-driven business.
Cham:
Springer.
pp. 265-288.
Available from: https://doi.org/10.21256/zhaw-3153