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ORCIDMohammed Naveed Akram
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2020 – today
- 2024
[j1]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)- 2023
- [i7]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) - [i6]Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider:
Scope Compliance Uncertainty Estimate. CoRR abs/2312.10801 (2023) - 2022
- [c5]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 - [c4]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 - [c3]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 - [i5]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) - [i4]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) - [i3]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)
2010 – 2019
- 2019
- [c2]Rasmus Adler, Mohammed Naveed Akram, Patrik Feth, Takeshi Fukuda, Tasuku Ishigooka, Satoshi Otsuka, Daniel Schneider, Kentaro Yoshimura:
Engineering and Hardening of Functional Fail-Operational Architectures for Highly Automated Driving. ISSRE Workshops 2019: 30-35 - [i2]Rasmus Adler, Mohammed Naveed Akram, Pascal Bauer, Patrik Feth, Pascal Gerber, Andreas Jedlitschka, Lisa Jöckel, Michael Kläs, Daniel Schneider:
Hardening of Artificial Neural Networks for Use in Safety-Critical Applications - A Mapping Study. CoRR abs/1909.03036 (2019) - 2018
- [c1]Patrik Feth, Mohammed Naveed Akram, René Schuster, Oliver Wasenmüller:
Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning. SAFECOMP Workshops 2018: 535-547 - [i1]Patrik Feth, Mohammed Naveed Akram, René Schuster, Oliver Wasenmüller:
Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning. CoRR abs/1806.07635 (2018)
Coauthor Index
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