Essays about: "Performance Improvement"

Showing result 6 - 10 of 1330 essays containing the words Performance Improvement.

1. 6. Evaluating and optimizing Transformer models for predicting chemical reactions

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

   Author : Siva Manohar Koki; Supriya Kancharla; [2023-10-23]
   Keywords : Chemformer; transformer; evaluation; explainable AI; fine-tuning; machine learning;

   Abstract : In this thesis, we assess the effectiveness of a transformer model specifically trained to predict chemical reactions. The model, named Chemformer, is a sequence-tosequence model that uses the transformer’s encoder and decoder stacks. READ MORE

3. 7. Risk-Averse Multi-Armed Bandit Problem with Multiple Plays

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

   Author : Siri Dahlgren; Nicholas Marriott; [2023-10-23]
   Keywords : MAB; Gittins; Markovian bandit; risk-aversion; policy iteration; multiple plays;

   Abstract : This study aims to construct an efficient heuristic, referred to as RA, for a riskaverse Markovian multi-armed bandit problem (MAB) with multiple plays. The RA incorporates risk-aversion and multiple plays by modifying the Gittins index strategy. READ MORE

4. 8. Exploring the Efficacy of ChatGPT in Generating Requirements: An Experimental Study

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

   Author : Leila Bencheikh; Niklas Höglund; [2023-08-03]
   Keywords : ChatGPT; AI-detector accuracy; requirements; experimental study;

   Abstract : This thesis explores the efficacy of ChatGPT in generating software requirements and compares its performance to human participants through an experimental study. The study addresses three main research questions (RQs), examining how ChatGPT-generated requirements align with human-written requirements, the variation in quality between different versions of ChatGPT using two additional sub-questions that look at improvement in quality from feedback and consistency of quality when the same prompt is queried multiple times, and the capacity of the Content at Scale AI detector in identifying AI-generated requirements. READ MORE

5. 9. Measurement of Business Incubator Performance by Governments: Studying the Practices in the Nordic Region

   University essay from Göteborgs universitet/Graduate School

   Author : Firuza Alizada; [2023-07-19]
   Keywords : business incubators; incubator financing; return on investment; public business incubators; government-supported business incubators; evaluation of incubation policy;

   Abstract : This master thesis aims to investigate the measurement of business incubator performance by governments. Business incubators play a vital role in nurturing startups, promoting innovation, and fostering economic development. READ MORE

6. 10. Comparison of Energy Usage and Response Time for Web Frameworks

   University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik; Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Felicia de Mander; Wilhelm Gren; [2023]
   Keywords : web framework; server; energy usage; response time; response format;

   Abstract : Background. Environmental sustainability and reducing energy consumption are important and relevant topics today. Energy consumption by data centres is constantly increasing. One factor that could be affecting this is what web frameworks are being used. READ MORE