Essays about: "Temporal Convolutional Network"

Showing result 21 - 25 of 62 essays containing the words Temporal Convolutional Network.

1. 21. Detecting Slag Formation with Deep Learning Methods : An experimental study of different deep learning image segmentation models

   University essay from Linköpings universitet/Datorseende

   Author : Christian von Koch; William Anzén; [2021]
   Keywords : deep learning; deep neural network; computer vision; image segmentation; iron ore pelletising plant; furnace slag-detection; U-Net; PSPNet;

   Abstract : Image segmentation through neural networks and deep learning have, in the recent decade, become a successful tool for automated decision-making. For Luossavaara-Kiirunavaara Aktiebolag (LKAB), this means identifying the amount of slag inside a furnace through computer vision. READ MORE

3. 22. Traffic Prediction From Temporal Graphs Using Representation Learning

   University essay from KTH/Matematisk statistik

   Author : Andreas Movin; [2021]
   Keywords : Dynamic time warping DTW ; embedding; graph convolutional networks GCN ; graph neural networks GNN ; persistent homology; spectral graph theory; temporal graphs; topological data analysis TDA ; Dynamisk time warping DTW ; inbäddning; convolutional grafnätverk GCN ; neurala grafnätverk GNN ; persistent homologi; spektral graf teori; dynamisk graf; topologisk dataanalys TDA ;

   Abstract : With the arrival of 5G networks, telecommunication systems are becoming more intelligent, integrated, and broadly used. This thesis focuses on predicting the upcoming traffic to efficiently promote resource allocation, guarantee stability and reliability of the network. READ MORE

4. 23. Temporal Convolutional Networks in Lieu of Fuel Performance Codes : Conceptual Study Using a Cladding Oxidation Model

   University essay from Uppsala universitet/Tillämpad kärnfysik

   Author : Viktor Nerlander; [2021]
   Keywords : Machine Learning; Nuclear Power; Temporal Convolutional Network;

   Abstract : Fuel performance codes are used to demonstrate with confidencethat nuclear fuel rods will sustain normal operation and transientevents without being damaged. However, the execution time of a typ-ical fuel rod simulation ranges from tens of seconds to minutes which can be impractical in certain applications. READ MORE

5. 24. Synthesis of sequential data

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Joel Viklund; [2021]
   Keywords : Synthetic data; TCN; Temporal convolutional networks; TimeGAN;

   Abstract : Good generative models for short time series data exist and have been applied for both data augmentation and privacy protection purposes in the past. A common theme for existing generative models is that they all use a recurrent neural network (RNN) architecture, which makes the models limited regarding the length of the sequences. READ MORE

6. 25. Estimating Football Position from Context

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

   Author : Lucas Queiroz Gongora; [2021]
   Keywords : Transformer network; Inception time network; Time series; Tracking data; Permutation-invariance.; Transformer-nätverket; Inception Time nätverket; Tidsserier; spårningsdata; Permutation-invarians.;

   Abstract : Tracking algorithms provide the model to recognize objects’ motion in the past. Moreover, applied to an artificial intelligence algorithm, these algorithms allow, to some degree, the capacity to forecast the future position of an object. READ MORE