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Alexandru Constantin Serban
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2020 – today
- 2024
- [j2]Alex Serban, Koen van der Blom
, Holger H. Hoos, Joost Visser
:
Software engineering practices for machine learning - Adoption, effects, and team assessment. J. Syst. Softw. 209: 111907 (2024) - [i11]Cosmin-Andrei Hatfaludi, Daniel Bunescu, Costin Florian Ciusdel, Alex Serban, Karl Böse, Marc Oppel, Stephanie Schröder, Christopher Seehase, Harald F. Langer, Jeanette Erdmann, Henry Nording, Lucian Mihai Itu:
Deep learning based detection of collateral circulation in coronary angiographies. CoRR abs/2403.12055 (2024) - 2023
- [c12]Cosmin-Andrei Hatfaludi, Daniel Bunescu, Costin Florian Ciusdel, Alex Serban, Karl Böse, Marc Oppel, Stephanie Schröder, Christopher Seehase, Harald F. Langer, Jeanette Erdmann, Henry Nording, Lucian Mihai Itu:
Deep Learning Based Detection of Collateral Circulation in Coronary Angiographies. CBMS 2023: 886-891 - 2022
- [c11]Alex Serban, Joost Visser
:
Adapting Software Architectures to Machine Learning Challenges. SANER 2022: 152-163 - [p1]Carlos Javier Hernández-Castro, Zhuoran Liu, Alex Serban, Ilias Tsingenopoulos, Wouter Joosen:
Adversarial Machine Learning. Security and Artificial Intelligence 2022: 287-312 - 2021
- [j1]Alexandru Constantin Serban, Erik Poll, Joost Visser
:
Adversarial Examples on Object Recognition: A Comprehensive Survey. ACM Comput. Surv. 53(3): 66:1-66:38 (2021) - [c10]Alex Serban, Koen van der Blom
, Holger H. Hoos, Joost Visser
:
Practices for Engineering Trustworthy Machine Learning Applications. WAIN@ICSE 2021: 97-100 - [i10]Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser:
Practices for Engineering Trustworthy Machine Learning Applications. CoRR abs/2103.00964 (2021) - [i9]Alex Serban, Joost Visser:
An Empirical Study of Software Architecture for Machine Learning. CoRR abs/2105.12422 (2021) - [i8]Alex Serban, Erik Poll, Joost Visser:
Deep Repulsive Prototypes for Adversarial Robustness. CoRR abs/2105.12427 (2021) - 2020
- [c9]Nils Jansen
, Bettina Könighofer, Sebastian Junges, Alex Serban, Roderick Bloem
:
Safe Reinforcement Learning Using Probabilistic Shields (Invited Paper). CONCUR 2020: 3:1-3:16 - [c8]Alex Serban, Erik Poll, Joost Visser
:
Towards Using Probabilistic Models to Design Software Systems with Inherent Uncertainty. ECSA 2020: 89-97 - [c7]Alex Serban, Koen van der Blom
, Holger H. Hoos, Joost Visser
:
Adoption and Effects of Software Engineering Best Practices in Machine Learning. ESEM 2020: 3:1-3:12 - [c6]Alex Serban, Erik Poll, Joost Visser
:
Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise. ICANN (1) 2020: 467-478 - [i7]Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser:
Adoption and Effects of Software Engineering Best Practices in Machine Learning. CoRR abs/2007.14130 (2020) - [i6]Alex Serban, Erik Poll, Joost Visser:
Towards Using Probabilistic Models to Design Software Systems with Inherent Uncertainty. CoRR abs/2008.03046 (2020) - [i5]Alex Serban, Erik Poll, Joost Visser:
Adversarial Examples on Object Recognition: A Comprehensive Survey. CoRR abs/2008.04094 (2020) - [i4]Alex Serban, Magiel Bruntink, Joost Visser:
GraphRepo: Fast Exploration in Software Repository Mining. CoRR abs/2008.04884 (2020) - [i3]Alex Serban, Erik Poll, Joost Visser:
Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise. CoRR abs/2008.05247 (2020)
2010 – 2019
- 2019
- [c5]Alexandru Constantin Serban:
Designing Safety Critical Software Systems to Manage Inherent Uncertainty. ICSA Companion 2019: 246-249 - [c4]Steven Carr, Nils Jansen
, Ralf Wimmer, Alexandru Constantin Serban, Bernd Becker
, Ufuk Topcu
:
Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks. IJCAI 2019: 5532-5539 - [i2]Steven Carr, Nils Jansen, Ralf Wimmer, Alexandru Constantin Serban, Bernd Becker, Ufuk Topcu:
Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks. CoRR abs/1903.08428 (2019) - 2018
- [c3]Alexandru Constantin Serban, Erik Poll, Joost Visser
:
A Standard Driven Software Architecture for Fully Autonomous Vehicles. ICSA Companion 2018: 120-127 - [c2]Alexandru Constantin Serban, Erik Poll, Joost Visser
:
A Security Analysis of the ETSI ITS Vehicular Communications. SAFECOMP Workshops 2018: 365-373 - [c1]Alexandru Constantin Serban, Erik Poll, Joost Visser
:
Tactical Safety Reasoning. A Case for Autonomous Vehicles. VTC Spring 2018: 1-5 - [i1]Alexandru Constantin Serban, Erik Poll:
Adversarial Examples - A Complete Characterisation of the Phenomenon. CoRR abs/1810.01185 (2018)
Coauthor Index
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last updated on 2024-08-05 21:12 CEST by the dblp team
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