Essays about: "Multi-Class Classification"

Showing result 21 - 25 of 42 essays containing the words Multi-Class Classification.

1. 21. Statistical and Machine Learning for assessment of Traumatic Brain Injury Severity and Patient Outcomes

   University essay from Högskolan Dalarna/Institutionen för information och teknik

   Author : Md Abdur Rahman; [2021]
   Keywords : TBI Traumatic brain injury ; Metabolites; Glasgow coma scale; Severity; Patient outcomes; CT positive negative; Random Forest; Boruta; Lasso regression; Ridge regression; Neural network; Deep learning.;

   Abstract : Traumatic brain injury (TBI) is a leading cause of death in all age groups, causing society to be concerned. However, TBI diagnostics and patient outcomes prediction are still lacking in medical science. READ MORE

3. 22. Deep learning for identification of figurative elements in trademark images using Vienna codes

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Arjeton Uzairi; [2021]
   Keywords : deep learning; machine learning; multi-class image classification; trademark image similarity; trademark conceptual similarity;

   Abstract : Labeling of trademark images with Vienna codes from the Vienna classification is a manual process carried out by domain experts, which enables searching trademark image databases using specific keywords that describe the semantic meaning of the figurative elements. In this research, we are investigating how application of supervised learning algorithms can improve and automate the manual process of labeling of new un-labeled trademark images. READ MORE

4. 23. Predicting security vulnerabilities using software code metrics

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Sundarakrishnan Ganesh; [2021]
   Keywords : ;

   Abstract : The use of open-source systems in software development is more of a general practice in firms, institutions and large enterprises. Such systems produce and oper- ate on a large amount of enterprise data. Thus the protection of the access, integrity and confidentiality of enterprise information assets is of high importance. READ MORE

5. 24. Evaluating automatic colour equalization to preprocess dermoscopic images for classification using a CNN

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

   Author : Niklas Vatn; Julia Byström; [2021]
   Keywords : ;

   Abstract : Skin cancer is one of the most prevalent types of cancer and diagnosing of skin lesions are mostly done by visual inspection by a doctor. Lately, computer- aided diagnosis (CAD) has gained popularity and previous studies have with great results utilized a convolutional neural network (CNN) to classify dermoscopic images of different benign and malignant skin lesions. READ MORE

6. 25. Do Judge a Book by its Cover! : Predicting the genre of book covers using supervised deep learning. Analyzing the model predictions using explanatory artificial intelligence methods and techniques.

   University essay from Linköpings universitet/Datorseende

   Author : Alice Velander; David Gumpert Harrysson; [2021]
   Keywords : Convolutional neural network; Book cover; Explanatory artificial intelligence;

   Abstract : In Storytel’s application on which a user can read and listen to digitalized literature, a user is displayed a list of books where the first thing the user encounters is the book title and cover. A book cover is therefore essential to attract a consumer’s attention. READ MORE