Essays about: "Computer Based Information"

Showing result 1 - 5 of 525 essays containing the words Computer Based Information.

1. 1. Challenges in Specifying Safety-Critical Systems with AI-Components

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

   Author : Iswarya Malleswaran; Shruthi Dinakaran; [2023-09-26]
   Keywords : Software engineering; Requirement engineering; Specification; Safety; Computer Science; Engineering; Machine learning; Deep learning; Runtime monitor; Data Selection; Data Collection;

   Abstract : Safety is an important feature in automotive industry. Safety critical system such as Advanced Driver Assistance System (ADAS) and Autonomous Driving (AD) follows certain processes and procedures in order to perform the desired function safely. READ MORE

3. 2. An Empirical Survey of Bandits in an Industrial Recommender System Setting

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

   Author : Tobias Schwarz; Johan Brandby; [2023-09-21]
   Keywords : computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

   Abstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE

4. 3. OpenCourse: Gamification in Computer Science Education

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

   Author : Gustaf Bodin; Elias Ekroth; Tobias Engblom; Filip Linde; Anwarr Shiervani; [2023-03-03]
   Keywords : Gamification; Education; Heuristic Evaluation; Desktop Application Development; Spelifiering; Utbildning; Heuristisk Utvärdering; Datorapplikationsutveckling;

   Abstract : Academic degrees in computer science suffer from the highest dropout rates among universities. As a result, there is a lack of technical professionals, which could threaten the digital infrastructure. READ MORE

5. 4. Design & build a web interface for a quantum computer

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

   Author : Lucas Karlsson; Alexander Jyborn; David Andreasson; Karl Gunnarsson; Vlad Dragos; Jamal Aldiwani; [2023-03-03]
   Keywords : Qubit; Connectivity Map; GUI; React; TypeScript; Web Interface Design;

   Abstract : The Wallenberg Centre for Quantum Technology (WACQT) is a research project that aims to develop a high-end 100-qubit quantum computer. To get an overview of the quantum computer and to gain insights about the quantum computer configuration’s state through visualizations, a Graphical User Interface (GUI) is needed to display the data from the different configurations. READ MORE

6. 5. Analyzing the performance of active learning strategies on machine learning problems

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Vendela Werner; [2023]
   Keywords : computer science; bioinformatics; machine learning; active learning; artificial intelligence; supervised learning; Astrazeneca; maskininlärning; artificiell intelligens; datorvetenskap; active learning; bioinformatik; supervised learning;

   Abstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE