Essays about: "Autoencoder"

Showing result 41 - 45 of 194 essays containing the word Autoencoder.

1. 41. Computer-vision as an ErrorRecognition Tool for IndustryProduction Lines : A comparative study of models and neural networks

   University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

   Author : André Lundholm; [2023]
   Keywords : Computer-vision; Machine Learning; Wood Industry; Neural Network; Convolutional Neural Network; Anomaly Detection; Outlier Detection; Object Detection;

   Abstract : To use machine learning as a tool to help humans perform tasks is a common occurrence these days. Machine learning integration in the wood processing industry however, is more rare. Therefore it is suitable to research if machine learning works for some problem in this area. READ MORE

3. 42. Impact of the autoencoder-based FINTA tractogram filtering method on brain networks in subjects with Mild Cognitive Impairment

   University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

   Author : Teodor Pstrusiński; [2023]
   Keywords : Tractography; Autoencoder; diffusion MRI; Filtering; Graph; Connectome; Traktografi; Autoencoder; diffusions MRT; Filtrering; Graf; Konnektom;

   Abstract : Diffusion Magnetic Resonance Imaging (dMRI) is a method for measuring molecular diffusion in biological tissue microstructure. This information can be used to predict the location and orientation of white matter fibers in the brain, a process known as tractography. READ MORE

4. 43. FEATURE EXTRACTION AND CLASSIFICATION OF TRANSIENT FAULT RECORDS

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

   Author : Emanuel Bjurhager; [2023]
   Keywords : ;

   Abstract : As the power distribution system grows and more sensors are added, more data is created every day. This data can be crucial for finding faults, but there is now so much data that it ends up being unused. This presents a valuable opportunity to gain crucial insights into the continuously expanding and increasingly complex power distribution system. READ MORE

5. 44. Advanced Electricity Meter Anomaly Detection : A Machine Learning Approach

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Robin Svensson; Saleh Shalabi; [2023]
   Keywords : anomaly detection; isolation forest; autoencoder; smart electricity meters; unsupervised machine learning; electricity consumption;

   Abstract : The increasing volume of smart electricity meter readings presents a challenge forelectricity providing companies in accurately validating and correcting the associated data. This thesis attempts to find a possible solution through the application ofunsupervised machine learning for detection of anomalous readings. READ MORE

6. 45. Data-driven Fault Detection and Diagnosis inHardware-in-the-loop Environment

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Arya Farhang; [2023]
   Keywords : ;

   Abstract : The automotive industry has grown rapidly in the previous decades, and with the move toward electrification and driving assistance, the need for faster testing and development is rising.Model-based design(MBD) development cycles partly address the issues by allowing testing to happen before the physical product is created. READ MORE