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ORCIDIoannis Sorokos
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2020 – today
- 2024
[j5]Koorosh Aslansefat
, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos:
Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations. IEEE Softw. 41(1): 87-97 (2024)- [c20]Ioannis Sorokos, Patrick Wolf, Jan Reich, Daniel Schneider:
Evaluating Self-Adaptive Architectures for Automated Driving Systems. IOTSMS 2024: 212-217 - 2023
- [c19]Emilia Cioroaica, Barbora Buhnova, Daniel Schneider, Emrah Tomur, Ioannis Sorokos, Thomas Kuhn:
Towards the Concept of Trust Assurance Case. RoSE@ICSE 2023: 1-4 - [i6]Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos:
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations. CoRR abs/2311.07286 (2023) - [i5]Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider:
Scope Compliance Uncertainty Estimate. CoRR abs/2312.10801 (2023) - 2022
- [c18]Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider:
Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. IMBSA 2022: 219-234 - [c17]Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos:
SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities. IMBSA 2022: 252-266 - [c16]Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider:
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures. SAFECOMP Workshops 2022: 289-301 - [c15]Emilia Cioroaica, Barbora Buhnova, Daniel Schneider, Ioannis Sorokos, Thomas Kuhn, Emrah Tomur:
Towards the Concept of Trust Assurance Case. TrustCom 2022: 1581-1586 - [d1]Koorosh Aslansefat, Youcef Gheraibia, Sohag Kabir, Ioannis Sorokos, Yiannis Papadopoulos:
Aircraft Fuel Distribution System. IEEE DataPort, 2022
- [i4]Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider:
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures. CoRR abs/2206.11116 (2022) - [i3]Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider:
Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. CoRR abs/2207.05078 (2022) - [i2]Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos:
SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities. CoRR abs/2207.05643 (2022) - 2021
- [c14]Emilia Cioroaica, Smruti Ranjan Kar, Ioannis Sorokos:
Comparison of Safety and Security Analysis Techniques. CISIS-ICEUTE 2021: 234-242 - [c13]Eric Armengaud, Daniel Schneider, Jan Reich, Ioannis Sorokos, Yiannis Papadopoulos, Marc Zeller, Gilbert Regan, Georg Macher, Omar Veledar, Stefan Thalmann, Sohag Kabir:
DDI: A novel technology and innovation model for dependable, collaborative and autonomous systems. DATE 2021: 1626-1631 - [c12]Jan Reich, Marc Wellstein, Ioannis Sorokos, Fabian Oboril, Kay-Ulrich Scholl:
Towards a Software Component to Perform Situation-Aware Dynamic Risk Assessment for Autonomous Vehicles. EDCC Workshops 2021: 3-11 - [c11]Andreas Schmidt, Jan Reich, Ioannis Sorokos:
Live in ConSerts: Model-Driven Runtime Safety Assurance on Microcontrollers, Edge, and Cloud. EDCC 2021: 61-66 - [c10]Michael Kläs, Rasmus Adler, Ioannis Sorokos, Lisa Jöckel, Jan Reich:
Handling Uncertainties of Data-Driven Models in Compliance with Safety Constraints for Autonomous Behaviour. EDCC 2021: 95-102 - [c9]Andreas Schmidt, Joshua Frey, Daniel Hillen, Jessica Horbelt, Markus Schandar, Daniel Schneider, Ioannis Sorokos:
A Framework for Automated Quality Assurance and Documentation for Pharma 4.0. SAFECOMP 2021: 226-239 - 2020
- [j4]Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Savas Konur:
A Hybrid Modular Approach for Dynamic Fault Tree Analysis. IEEE Access 8: 97175-97188 (2020) - [j3]Gilbert Regan, Fergal McCaffery, Pangkaj Chandra Paul, Jan Reich, Eric Armengaud, Cem Kaypmaz, Marc Zeller, Joe Zhensheng Guo, Simone Longo, Eoin O'Carroll, Ioannis Sorokos:
Quality improvement mechanism for cyber physical systems - An evaluation. J. Softw. Evol. Process. 32(11) (2020) - [c8]Gilbert Regan, Fergal McCaffery, Pangkaj Chandra Paul, Jan Reich, Ioannis Sorokos, Eric Armengaud, Marc Zeller, Simone Longo:
Achieving Data Privacy with a Dependability Mechanism for Cyber Physical Systems. EuroSPI 2020: 511-524 - [c7]Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos:
SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures. IMBSA 2020: 197-211 - [c6]Jan Reich, Daniel Schneider, Ioannis Sorokos, Yiannis Papadopoulos, Tim Kelly, Ran Wei, Eric Armengaud, Cem Kaypmaz:
Engineering of Runtime Safety Monitors for Cyber-Physical Systems with Digital Dependability Identities. SAFECOMP 2020: 3-17 - [i1]Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos:
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure. CoRR abs/2005.13166 (2020)
2010 – 2019
- 2019
- [j2]Youcef Gheraibia, Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos:
Safety + AI: A Novel Approach to Update Safety Models Using Artificial Intelligence. IEEE Access 7: 135855-135869 (2019) - [c5]Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Youcef Gheraibia:
A Conceptual Framework to Incorporate Complex Basic Events in HiP-HOPS. IMBSA 2019: 109-124 - [c4]Declan Whiting, Ioannis Sorokos, Yiannis Papadopoulos, Gilbert Regan, Eoin O'Carroll:
Automated Model-Based Attack Tree Analysis Using HiP-HOPS. IMBSA 2019: 255-269 - [c3]Sohag Kabir, Ioannis Sorokos, Koorosh Aslansefat, Yiannis Papadopoulos, Youcef Gheraibia, Jan Reich, Merve Saimler, Ran Wei:
A Runtime Safety Analysis Concept for Open Adaptive Systems. IMBSA 2019: 332-346 - 2017
- [b1]Ioannis Sorokos:
Generation of model-based safety arguments from automatically allocated safety integrity levels. University of Hull, Kingston upon Hull, UK, 2017 - [c2]Athanasios Retouniotis, Yiannis Papadopoulos, Ioannis Sorokos, David Parker, Nicholas Matragkas, Septavera Sharvia:
Model-Connected Safety Cases. IMBSA 2017: 50-63 - 2016
- [j1]Yiannis Papadopoulos, Martin Walker, David Parker, Septavera Sharvia, Leonardo Bottaci, Sohag Kabir, Luís Silva Azevedo, Ioannis Sorokos:
A synthesis of logic and bio-inspired techniques in the design of dependable systems. Annu. Rev. Control. 41: 170-182 (2016) - 2014
- [c1]Luís Silva Azevedo, David Parker, Yiannis Papadopoulos, Martin Walker, Ioannis Sorokos, Rui Esteves Araujo:
Exploring the Impact of Different Cost Heuristics in the Allocation of Safety Integrity Levels. IMBSA 2014: 70-81
Coauthor Index
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