Essays about: "GRU"

Showing result 36 - 40 of 62 essays containing the word GRU.

1. 36. Automated Essay Scoring for English Using Different Neural Network Models for Text Classification

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Xindi Deng; [2021]
   Keywords : Automated Essay Scoring; neural network models; linguistic features;

   Abstract : Written skills are an essential evaluation criterion for a student’s creativity, knowledge, and intellect. Consequently, academic writing is a common part of university and college admissions applications, standardized tests, and classroom assessments. However, the task for teachers is quite daunting when it comes to essay scoring. READ MORE

3. 37. Predicting average response sentiments to mass sent emails using RNN

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

   Author : Adel Bavey; [2021]
   Keywords : Sentiment Analysis; Sentiment Forecasting; Natural Language Processing; Machine Learning; Recurrent Neural Nets; E-mails; Sentiment Analys; Sentiment Förutsägning; Naturlig Språkbehandling; Maskininlärning; Recurrenta Neurala nät; E-mails;

   Abstract : This study is concerned with using the popular Recurrent Neural Network (RNN) model, and its variants Gated Recurrent Unit (GRU) and Long-Short Term Memory (LSTM), on the novel problem of Sentiment Forecasting (SF). The goal of SF is to predict what the sentiment of a response will be in a conversation, using only the previous utterance. READ MORE

4. 38. Text analysis for email multi label classification

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Kyriaki Paniskaki; Sanjit Harsha Kadam; [2020-07-08]
   Keywords : natural language processing; machine learning; multi label text classification; deep neural networks; bilingual texts; emails; short texts;

   Abstract : This master’s thesis studies a multi label text classification task on a small data set of bilingual, English and Swedish, short texts (emails). Specifically, the size of the data set is 5800 emails and those emails are distributed among 107 classes with the special case that the majority of the emails includes the two languages at the same time. READ MORE

5. 39. Churn prediction using time series data

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

   Author : Patrick Granberg; [2020]
   Keywords : churn time prediction; classification; lstm; gru; rf; svm;

   Abstract : Customer churn is problematic for any business trying to expand their customer base. The acquisition of new customers to replace churned ones are associated with additional costs, whereas taking measures to retain existing customers may prove more cost efficient. READ MORE

6. 40. Long Term Forecasting of Industrial Electricity Consumption Data With GRU, LSTM and Multiple Linear Regression

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

   Author : Roxana Buzatoiu; [2020]
   Keywords : Time Series Analysis; Recurrent Neural Networks; long-term Forecasting; Exploratory Data Analysis; Multiple Linear Regression; ACF; PACF; Energy Sector; Tidsserieanalys; återkommande neurala nätverk; långtidsprognoser; undersökande dataanalys; multipel linjär regression; ACF; PACF; energisektor;

   Abstract : Accurate long-term energy consumption forecasting of industrial entities is of interest to distribution companies as it can potentially help reduce their churn and offer support in decision making when hedging. This thesis work presents different methods to forecast the energy consumption for industrial entities over a long time prediction horizon of 1 year. READ MORE