Mohammed Naveed Akram

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Statistical Model

Distance Measure

Top Venues

SAFECOMP Workshops

Publications

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) (2024)
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 (2023)
Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
Scope Compliance Uncertainty Estimate. CoRR (2023)
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)
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)
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 (2022)
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)
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 (2022)
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 (2022)
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)
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 (2019)
Patrik Feth, Mohammed Naveed Akram, René Schuster, Oliver Wasenmüller
Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning. SAFECOMP Workshops (2018)
Patrik Feth, Mohammed Naveed Akram, René Schuster, Oliver Wasenmüller
Dynamic Risk Assessment for Vehicles of Higher Automation Levels by Deep Learning. CoRR (2018)