Essays about: "MLP"

Showing result 6 - 10 of 148 essays containing the word MLP.

1. 6. Last minute change to mobility. Exploring Malmö’s visions towards more sustainable mobility by implementing mobility hubs as a niche innovation.

   University essay from Lunds universitet/LUCSUS

   Author : Philip Salvador Fernandez-Montenegro von Schack; [2023]
   Keywords : Mobility transition; CO2 emission reduction; urban mobility; social mobility; car reduction; sustainability science; Social Sciences;

   Abstract : Like many car-dominated cities, Malmö is pressured to enable a radical shift towards more sustainable, space-efficient, and socially just mobility. This paper uses the Multiple-Level Perspective (MLP) framework to analyze the mobility dilemma on three levels: the dominant cause for change, the approach towards it, and the possible solution in the form of mobility hubs as a niche innovation. READ MORE

3. 7. 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

4. 8. Supervised Failure Diagnosis of Clustered Logs from Microservice Tests

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

   Author : Amanda Strömdahl; [2023]
   Keywords : Supervised Learning; Failure Diagnosis; Clustered Log Data; Random Forest; SVM; MLP; Övervakad inlärning; feldiagnos; klustrad logg-data; Random Forest; SVM; MLP;

   Abstract : Pinpointing the source of a software failure based on log files can be a time consuming process. Automated log analysis tools are meant to streamline such processes, and can be used for tasks like failure diagnosis. This thesis evaluates three supervised models for failure diagnosis of clustered log data. READ MORE

5. 9. A Machine Learning Approach to Skin Cancer Delineation on Photoacoustic Imaging

   University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

   Author : Alice Fracchia; [2023]
   Keywords : Skin cancer; carcinoma; photoacoustic imaging; ultrasound imaging; machine learning; dimensionality reduction; sandpiles algorithm; active contour; multilayer perception MLP ; convolutional neural networks CNN ; autoencoder; Physics and Astronomy;

   Abstract : Skin cancer is a growing public health concern due to its prevalence among the population. Current clinical procedures require high invasiveness and multiple surgeries, which are responsible for patient discomfort and high medical expenses. READ MORE

6. 10. USING ARTIFICIAL NETWORKS IN COMPLEX PROBLEMS ANALYSING PARAMETERS INFLUENCE

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

   Author : Shukri Birol Mehmed; [2023]
   Keywords : Artificial Intelligence AI ; Neural Networks; MLP; Complex Problem; Parameter; Analysis; Football;

   Abstract : Mathematical statistical models are insufficient for describing complex phenomena. In contrast, Artificial Neural Networks (ANNs), have been used across various complex problem domains for solving problems. ANNs can learn complex patterns and capture non-linear relationships between parameters. READ MORE