Mohammed Naveed Akram

1. StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures
   2022/06/17 by Mohammed Naveed Akram, Akshatha Ambekar, Akram, Mohammed Naveed +7 · 2 citations
   Computer Science · Decision Sciences · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Software Reliability and Analysis Research
2. Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring
   2022/07/11 by Al-Harith Farhad, Farhad, Al-Harith, Ioannis Sorokos +9 · 2 citations
   Computer Science · Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Software Reliability and Analysis Research
3. Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations
   2023/11/13 by Koorosh Aslansefat, Mojgan Hashemian, Aslansefat, Koorosh +9 · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning
4. Scope Compliance Uncertainty Estimate
   2023/12/17 by Al-Harith Farhad, Ioannis Sorokos, Farhad, Al-Harith +7 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Software Reliability and Analysis Research