Essays about: "Convolutional Neural Networks"

Showing result 1 - 5 of 341 essays containing the words Convolutional Neural Networks.

1. 1. Neural networks for imputation of missing genotype data : An alternative to the classical statistical methods in bioinformatics

   University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

   Author : Alfred Andersson; [2020]
   Keywords : genetics; imputation; bioinformatics; neural networks; GWAS;

   Abstract : In this project, two different machine learning models were tested in an attempt at imputing missing genotype data from patients on two different panels. As the integrity of the patients had to be protected, initial training was done on data simulated from the 1000 Genomes Project. READ MORE

3. 2. Energy reconstruction with artificial neural networks on LDMX simulations

   University essay from Lunds universitet/Partikelfysik; Lunds universitet/Fysiska institutionen

   Author : Daniel Magdalinski; [2020]
   Keywords : Dark matter; LDMX; electromagnetic calorimeter; neural networks; convolutional neural networks; Physics and Astronomy;

   Abstract : It is clear from evidence such as rotational curves and cosmic microwave background measurements that dark matter exists. The light dark matter experiment (LDMX) will search for dark matter in the sub-GeV range. It will do this using missing-momentum measurements of electrons interacting with a Tungsten target. READ MORE

4. 3. Sequence classification on gamified behavior data from a learning management system : Predicting student outcome using neural networks and Markov chain

   University essay from Högskolan i Skövde/Institutionen för informationsteknologi

   Author : Niclas Elmäng; [2020]
   Keywords : Long Short-term Memory; Convolutional neural network; Markov Chain; Time series Classification; Gamification;

   Abstract : This study has investigated whether it is possible to classify time series data originating from a gamified learning management system. By using the school data provided by the gamification company Insert Coin AB, the aim was to distribute the teacher’s supervision more efficiently among students who are more likely to fail. READ MORE

5. 4. Deep Learning for Anomaly Detection in Microwave Links : Challenges and Impact on Weather Classification

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

   Author : Olof Engström; [2020]
   Keywords : Anomaly Detection; Time Series; Forecasting; Weather Classification; Microwave Link; CNN; LSTM; Avvikelsedetektering; Tidsserier; Prognostisering; Väderklassificering; Mikrovågslänkar; faltningsnätverk; CNN; LSTM;

   Abstract : Artificial intelligence is receiving a great deal of attention in various fields of science and engineering due to its promising applications. In today’s society, weather classification models with high accuracy are of utmost importance. READ MORE

6. 5. Cascade Mask R-CNN and Keypoint Detection used in Floorplan Parsing

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Anton Eklund; [2020]
   Keywords : mask r-cnn; cascade r-cnn; cascade mask r-cnn; floorplan; floorplans; computer vision; CNN; convolutional neural networks;

   Abstract : Parsing floorplans have been a problem in automatic document analysis for long and have up until recent years been approached with algorithmic methods. With the rise of convolutional neural networks (CNN), this problem too has seen an upswing in performance. READ MORE