Essays about: "quantitative research techniques"

Showing result 6 - 10 of 182 essays containing the words quantitative research techniques.

1. 6. Towards gradient faithfulness and beyond

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Vincenzo Buono; Isak Åkesson; [2023]
   Keywords : XAI; Visual Explanations; CAM; Grad-CAM; Expected Grad-CAM; Hyper Expected Grad; Class Activation Maps; Explainable AI; Faithfulness; Neural Network interpretability; Hyper Resolution CAM; Super Resolution CAM; Natural Encoding;

   Abstract : The riveting interplay of industrialization, informalization, and exponential technological growth of recent years has shifted the attention from classical machine learning techniques to more sophisticated deep learning approaches; yet its intrinsic black-box nature has been impeding its widespread adoption in transparency-critical operations. In this rapidly evolving landscape, where the symbiotic relationship between research and practical applications has never been more interwoven, the contribution of this paper is twofold: advancing gradient faithfulness of CAM methods and exploring new frontiers beyond it. READ MORE

3. 7. To Spy the Lie. Detecting the Insider Threat of Espionage

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Emma Bergström; [2023]
   Keywords : Insider threat; insider risk; espionage; personality traits; theoretical model of risk factors; personality assessment;

   Abstract : Acts committed by insiders have risen during past years, and there is a need for a better understanding of how preventive measures can be used, not just remedial action after the fact. The current narrative in research when discussing espionage was motive; why someone committed espionage. READ MORE

4. 8. Kartläggning av dystoki hos katt och bedömning av APGAR för att utvärdera neonatal viabilitet hos kattungar

   University essay from SLU/Dept. of Clinical Sciences

   Author : Tilde Vermelin; [2023]
   Keywords : dystoki; neonatal mortalitet; neonatal viabilitet; kejsarsnitt; APGAR; katt; honkatt; kattungar;

   Abstract : Neonatal mortalitet hos kattungar är ett utbrett problem inom veterinärmedicin och ses i varierande grad både vid vaginal förlossning och dystoki. Dystoki är ett akut tillstånd som definieras som förlossningssvårigheter eller oförmåga att förlösa fostret vaginalt genom förlossningskanalen. READ MORE

5. 9. The One Spider To Rule Them All : Web Scraping Simplified: Improving Analyst Productivity and Reducing Development Time with A Generalized Spider

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

   Author : Rikard Johansson; [2023]
   Keywords : Web scraping; Web crawlers; HTML; Scrapy; Optimization; Web data extraction; Webbskrapning; Webbsökrobotar; HTML; Scrapy; Optimering; Webbdataextraktion;

   Abstract : This thesis addresses the process of developing a generalized spider for web scraping, which can be applied to multiple sources, thereby reducing the time and cost involved in creating and maintaining individual spiders for each website or URL. The project aims to improve analyst productivity, reduce development time for developers, and ensure high-quality and accurate data extraction. READ MORE

6. 10. Comparison and performance analysis of deep learning techniques for pedestrian detection in self-driving vehicles

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Raahitya Botta; Aditya Aditya; [2023]
   Keywords : Artificial Intelligence AI ; Dataset; Deep learning; Object detection; Pedestrian detection; Performance analysis; Self-driving vehicles.;

   Abstract : Background: Self-driving cars, also known as automated cars are a form of vehicle that can move without a driver or human involvement to control it. They employ numerous pieces of equipment to forecast the car’s navigation, and the car’s path is determined depending on the output of these devices. READ MORE