Mohammed Naveed Akram

According to our database, Mohammed Naveed Akram authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations.

Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos

IEEE Softw., 2024

2023

Scope Compliance Uncertainty Estimate.

Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider

CoRR, 2023

2022

StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures.

Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring.

Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider

Proceedings of the Model-Based Safety and Assessment - 8th International Symposium, 2022

SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities.

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

Proceedings of the Model-Based Safety and Assessment - 8th International Symposium, 2022

2019

Hardening of Artificial Neural Networks for Use in Safety-Critical Applications - A Mapping Study.

Rasmus Adler, Mohammed Naveed Akram, Pascal Bauer, Patrik Feth, Pascal Gerber, Andreas Jedlitschka, Lisa Jöckel, Michael Kläs, Daniel Schneider

CoRR, 2019

Engineering and Hardening of Functional Fail-Operational Architectures for Highly Automated Driving.

Rasmus Adler, Mohammed Naveed Akram, Patrik Feth, Takeshi Fukuda, Tasuku Ishigooka, Satoshi Otsuka, Daniel Schneider, Kentaro Yoshimura

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2019

2018

Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning.

Patrik Feth, Mohammed Naveed Akram, René Schuster, Oliver Wasenmüller

Proceedings of the Computer Safety, Reliability, and Security, 2018