Essays about: "j48"

Showing result 1 - 5 of 13 essays containing the word j48.

1. 1. Classification of role stereotypes for classes in UML class diagrams using machine learning

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

   Author : Jobaer Ahmed; Maoyi Huang; [2021-03-03]
   Keywords : role-stereotypes; machine learning algorithm; classification; data analysis; data mining; UML class diagram; software design; software engineering;

   Abstract : Software development process is becoming inherently complex in recent decades. To reduce the complexity in the development process developers, software practitioners are constantly looking for newer approach. One approach can be understanding the software design for instance, the UML models earlier in the software development process. READ MORE

3. 2. Ensemble approach to code smell identification : Evaluating ensemble machine learning techniques to identify code smells within a software system

   University essay from Jönköping University/JTH, Datateknik och informatik

   Author : Alfred Johansson; [2020]
   Keywords : Ensemble machine learning; code smell; technical debt; code smell identification; automated code smell identification;

   Abstract : The need for automated methods for identifying refactoring items is prelevent in many software projects today. Symptoms of refactoring needs is the concept of code smells within a software system. Recent studies have used single model machine learning to combat this issue. READ MORE

4. 3. Fitness Function for a Subscriber

   University essay from Blekinge Tekniska Högskola/Institutionen för kommunikationssystem

   Author : Sasidhar Podapati; [2017]
   Keywords : Classification; Machine Learning; Subscriber Mobility Analysis; Weka tool;

   Abstract : Mobile communication has become a vital part of modern communication. The cost of network infrastructure has become a deciding factor with rise in mobile phone usage. Subscriber mobility patterns have major effect on load of radio cell in the network. The need for data analysis of subscriber mobility data is of utmost priority. READ MORE

5. 4. Capturing Curiosity : A Comparison of Machine Learning Algorithms for Classification of Curiosity in Text

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Adam Holmlund; [2016]
   Keywords : ;

   Abstract : The amount of text available to us on a daily basis, in the form of blogs, news articles, and social media updates, is larger then it has ever been. Being able to analyze large amounts of text and being able to determine its overall sentiment by using machinelearning algorithms has been a large area of research during the last few decades. READ MORE

6. 5. Customer Churn Prediction Using Big Data Analytics

   University essay from Blekinge Tekniska Högskola/Institutionen för kommunikationssystem

   Author : NAREN NAGA PAVAN PRITHVI TANNEEDI; [2016]
   Keywords : Big Data; churn prediction; decision tree; Quality of Experience;

   Abstract :      Customer churn is always a grievous issue for the Telecom industry as customers do not hesitate to leave if they don’t find what they are looking for. They certainly want competitive pricing, value for money and above all, high quality service. Customer churning is directly related to customer satisfaction. READ MORE