Essays about: "risk domains"

Showing result 11 - 15 of 52 essays containing the words risk domains.

1. 11. Construction of a machine learning training pipeline for merging AIS data with external datasources

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Sami Said Yahya; [2022]
   Keywords : AI; Machine Learning; Deep learning; AIS; anomaly detection; RNN; Maritime Traffic;

   Abstract : Machine learning methods are increasingly being used in the maritime domain to predict traffic anomalies and to mitigate risk, for example avoiding collision and groundingaccidents. However, most machine learning systems used for detecting such issues hasbeen trained predominately on single data sources such as vessel positioning data. READ MORE

3. 12. Machine Learning in RegulatoryCompliance Software Systems : An Industrial Case Study

   University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

   Author : Maryam Rezaei; [2022]
   Keywords : Digital Compliance; Regulatory Compliance; AI-Based system; Ma- chine Learning; Risk Framework;

   Abstract : The presented study investigates the role of Machine Learning in Regulatory Compliance software systems by conducting a case study in the maritime industry. There is a need to obtain a clear understanding of Machine Learning approaches for automating regulatory compliance. READ MORE

4. 13. Reliable graph predictions : Conformal prediction for Graph Neural Networks

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Albin Bååw; [2022]
   Keywords : Conformal prediction; Graph Neural Networks; Dynamic graphs; Distribution shift; Coverage gap; Konform prediktion; Neurala Nätverk för Grafer; Dynamiska grafer; Distributionsförändring; täckningsgap;

   Abstract : We have seen a rapid increase in the development of deep learning algorithms in recent decades. However, while these algorithms have unlocked new business areas and led to great development in many fields, they are usually limited to Euclidean data. READ MORE

5. 14. Who’s managing earnings? A personality study of earnings management - Using algorithms to analyze how CEO personality traits engage in earnings management

   University essay from Göteborgs universitet/Graduate School

   Author : Kenneth Holmberg; Victor Appelgren; [2021-06-24]
   Keywords : Earnings management; Big Five Personality Traits; Chief executive officer;

   Abstract : Extensive research explains the underlying reasons to why firms engage in value-destroying and risky earnings management. There is subjectivity involved in these decisions, and to explain why managers engage in earning management differently, recent research has started to go beyond the traditional motives to explain why CEOs manage earnings differently. READ MORE

6. 15. Risk-benefit perception of AI use : Public perception of AI in healthcare and commercial domains

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Theodor Årnfelt; [2021]
   Keywords : Risk judgment; Benefit judgement; Affect Heuristics; Algorithm aversion;

   Abstract : AI applications are today implemented in a wide range of settings with the goal of achieving greater efficiency. However, these implementations can not be guaranteed to be free of risks. READ MORE