Essays about: "attribut"

Showing result 21 - 25 of 259 essays containing the word attribut.

1. 21. Determining Important Features for Melanoma Classification Through Feature Selection

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

   Author : Vilmer Jonsson; Tor Strimbold; [2023]
   Keywords : ;

   Abstract : Skin cancer is a common disease and malignant melanoma is the most dangerous form of it. Although dangerous, the survival rate of melanoma patients is high if the diagnosis is made at an early stage. Computer aided diagnostics has been shown to have potential in accurately diagnosing the disease utilizing machine learning. READ MORE

3. 22. Evaluating Text Summarization Models on Resumes : Investigating the Quality of Generated Resume Summaries and their Suitability as Resume Introductions

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

   Author : Amanda Krohn; [2023]
   Keywords : Natural language processing; Abstractive text summarization; Transformer architecture; Fine-tuning; Resumes; Språkteknologi; Abstrakt textsammanfattning; Transformer-arkitektur; Finjustering; CV;

   Abstract : This thesis aims to evaluate different abstractive text summarization models and techniques for summarizing resumes. It has two main objectives: investigate the models’ performance on resume summarization and assess the suitability of the generated summaries as resume introductions. READ MORE

4. 23. Dashboard for data-driven decision support in small and medium enterprises: a web-based approach

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Timur Bobylev; [2023]
   Keywords : Dashboard; Data Visualization; BI; React;

   Abstract : This thesis addresses the design of a productivity dashboard for small and medium-sized enterprises (SMEs) to track key performance indicators (KPIs) and highlight the requirements for SME’s undergoing the initial implementation of business intelligence (BI). The objective is to develop an easy-to-use web application prototype that incorporates a dashboard with data source selection, while considering research framework requirements and limitations. READ MORE

5. 24. The Applicability and Scalability of Graph Neural Networks on Combinatorial Optimization

   University essay from KTH/Matematik (Avd.)

   Author : Peder Hårderup; [2023]
   Keywords : applied mathematics; combinatorial optimization; machine learning; graph neural networks; scalability; tillämpad matematik; kombinatorisk optimering; maskininlärning; grafiska neurala nätverk; skalbarhet;

   Abstract : This master's thesis investigates the application of Graph Neural Networks (GNNs) to address scalability challenges in combinatorial optimization, with a primary focus on the minimum Total Dominating set Problem (TDP) and additionally the related Carrier Scheduling Problem (CSP) in networks of Internet of Things. The research identifies the NP-hard nature of these problems as a fundamental challenge and addresses how to improve predictions on input graphs of sizes much larger than seen during training phase. READ MORE

6. 25. Text-Driven Fashion Image Manipulation with GANs : A case study in full-body human image manipulation in fashion

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

   Author : Reza Dadfar; [2023]
   Keywords : Multimodal fashion image editing; Generative adversarial network inversion; Text-driven image manipulation; TD-GEM; Multimodal modebildredigering; Generativa adverserial Nätverk inversion; Text-driven bildmanipulation; TD-GEM;

   Abstract : Language-based fashion image editing has promising applications in design, sustainability, and art. However, it is considered a challenging problem in computer vision and graphics. The diversity of human poses and the complexity of clothing shapes and textures make the editing problem difficult. READ MORE