Essays about: "learning and innovation"

Showing result 16 - 20 of 372 essays containing the words learning and innovation.

1. 16. Anomaly Detection for Network Traffic in a Resource Constrained Environment

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Pontus Lidholm; Gaia Ingletto; [2023]
   Keywords : Network Traffic; Anomaly Detection; Embedded Systems; Machine Learning; Random Forest;

   Abstract : Networks connected to the internet are under a constant threat of attacks. To protect against such threats, new techniques utilising already connected hardware have in this thesis been proven to be a viable solution. READ MORE

3. 17. Explainable AI for Multi-Agent Control Problem

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Hanna Prokopova; [2023]
   Keywords : ;

   Abstract : This report presents research on the application of policy explanation techniques in the context of coordinated reinforcement learning (CRL) for mobile network optimization. The goal was to improve the interpretability and comprehensibility of decision-making processes in multi-agent environments, with a particular focus on the Remote Antenna Tilt (RET) problem. READ MORE

4. 18. Adversarial Machine (Deep) Learning-basedRobustification in 5G Networks

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Mirjalol Aminov; [2023]
   Keywords : 5G; Network Slicing; Adversarial Machine Learning; Machine Learning; Deep Learning;

   Abstract :  A significant development in wireless communication and artificial intelligence has been made possible by the combination of 5G networks with deep learning methods. This paper explores the complex interactions between these areas, concentrating on the dangers that adversarial attacks represent in the context of 5G network slicing. READ MORE

5. 19. Business Model Value in EdTech : A single case study on a Swedish startup

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

   Author : Filippa Karlsson; [2023]
   Keywords : EdTech; learning; business model; business model innovation; business value;

   Abstract : The EdTech industry is recognized as one of the fastest-growing industries in the world. Additionally, entrepreneurs within this industry have faced challenges when trying to build sustainable and efficient business models. READ MORE

6. 20. EXTRACTING REGIONS OF INTEREST AND DETECTING OUTLIERS FROM IMAGE DATA

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Jessica Ström; Erik Backhans; [2023]
   Keywords : Artificial Intelligence AI ; Machine Vision; Outlier Detection; Autoencoders; Neural Networks; Region Of Interest ROI ;

   Abstract : Volvo Construction Equipment (CE) are facing the challenge of vibrations in their wheel loaders that generate disruptive noise and impact the driver's experience. These vibrations have been linked to the contact surface between the crown wheel and pinion gear in the vehicles drive-axles. READ MORE