Essays about: "fuzzy k clustering"

Showing result 1 - 5 of 6 essays containing the words fuzzy k clustering.

1. 1. NLP-based Failure log Clustering to Enable Batch Log Processing in Industrial DevOps Setting

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

   Author : Ali Homayouni; [2022]
   Keywords : natural language processing; failure clustering; nightly testing; industrial devops;

   Abstract : The rapid development, updating, and maintenance of industrial software systems have increased the necessity for software artifact testing. Some medium and large industries are forced to automate the test analysis process due to the proliferation of test data. READ MORE

3. 2. Soft-Subspace Clustering on a High-Dimensional Musical Dataset

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

   Author : Emil Juzovitski; [2019]
   Keywords : ;

   Abstract : Clustering Analysis can be used to solve various tasks. In this thesis, we look at the possibility of using clustering techniques to help generate novel music playlists by clustering a high dimensional dataset of songs. READ MORE

4. 3. Clustering and forecasting for rain attenuation time series data

   University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

   Author : Jing Li; [2017]
   Keywords : Clustering; Time series Forecasting; Rain attenuation; Machine learning; Unsupervised learning; ; klustring; Tidsserieprognoser; Regn dämpning; Maskininlärning; Unservervised learning; ;

   Abstract : Clustering is one of unsupervised learning algorithm to group similar objects into the same cluster and the objects in the same cluster are more similar to each other than those in the other clusters. Forecasting is making prediction based on the past data and efficient artificial intelligence models to predict data developing tendency, which can help to make appropriate decisions ahead. READ MORE

5. 4. Analysing Customer Behaviour in the FX Market Using Order Flow Data and Machine Learning Techniques

   University essay from Lunds universitet/Matematisk statistik

   Author : Lovisa Thordin; [2015]
   Keywords : Mathematics and Statistics;

   Abstract : This thesis has two main objectives related to trading foreign currencies. First, it is investigated how the customer order ow of Nordea is related to currency price changes. Second, the goal is to nd a new way of grouping customers that can give additional insights in the trading behaviour of dierent customers. READ MORE

6. 5. Tree Detection and Species Identification using LiDAR Data

   University essay from KTH/Geodesi och geoinformatik

   Author : Mohammad Amin Alizadeh Khameneh; [2013]
   Keywords : Airborn laser scanning; point cloud classification; tree detection; tree identification;

   Abstract : The importance of single-tree-based information for forest management and related industries in countries like Sweden, which is covered in approximately 65% by forest, is the motivation for developing algorithms for tree detection and species identification in this study. Most of the previous studies in this field are carried out based on aerial and spectral images and less attention has been paid on detecting trees and identifying their species using laser points and clustering methods. READ MORE