Department of Computer Science and Engineering / Institutionen för data- och informationsteknik: Recent submissions
Now showing items 141-160 of 541
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Deep Neural Network Compression for Object Detection and Uncertainty Quantification
(2019-11-21)Neural networks have been notorious for being computational expensive. Their demand for hardware resources prohibits their extensive use in embedded devices and puts restrictions on tasks like real time tracking. On top ... -
City Safety Event Classification using Machine Learning
(2019-11-21)City safety technology aims to reduce vehicle collisions using activated warnings and braking based on automated detection of environmental threats. However, automatic detection of tentative collisions may differ from ... -
Machine Learning for Suicide Risk Assessment on Depressed Patients
(2019-11-21)Suicide is a global phenomena and the leading cause of death in some countries and age groups, accounting for nearly 1 million deaths and 10 million attempts per year. It costs society a substantial amount of money both ... -
Department of Computer Science and Engineering UNIVERSITY OF GOTHENBURG CHALMERS UNIVERSITY OF TECHNOLOGY Gothenburg, Sweden 2018 Statistical Model Update Optimization in Industrial Practice
(2019-11-19)This thesis presents a study done on optimizing machine learning model updates. The department of Quality and Functionality in a multinational telecommunication company is searching for an optimal solution to the problem ... -
A Methodology to Validate Compliance to the GDPR
(2019-11-19)This study analyses two state-of-the-art methodologies for eliciting privacy threats in software contexts, LINDDUN and PIA. A first goal is to understand the limitations of these methodologies in terms of compliance to ... -
The Relation Between Documentation and Internal Quality of Software
(2019-11-19)Regardless of the software development process used, there are many factors that take place during such process. Those factors may affect positively or negative the internal quality of the resulting software product. In ... -
Department of Computer Science and Engineering Chalmers University of Technology University of Gothenburg Gothenburg, Sweden 2019 An Empirical Investigation into the Adoption of Inner Source in IT Companies: A Case Study
(2019-11-19)Inner Source is a rather new concept and introducing it to companies involves some challenges. In this thesis, we investigate the challenges and obstacles of adopting Inner Source in a large IT company. The results are ... -
Automated quality-assessment for UML models in open source projects
(2019-11-19)Unified Modelling Language (UML) provides the facility for software engineers to specify, construct, visualize, and document the artifacts of a software system and to facilitate communication of ideas [1, 2]. It is shown ... -
An Investigation of Integration Debt in Continuous Integration - A design science study
(2019-11-19)Continuous integration is a commonly used method in software development. It is used to improve the development process by prescribing frequent code integration and testing and thereby creating a mechanism for early ... -
Effects of Video Compression formats on Neural Network Performance
(2019-11-18)The field of autonomous vehicles and driverless cars is a field which makes extensive use of machine learning and artificial intelligence, relying on it to make decisions. These decisions require a vast amount of data ... -
The effect of test case design in software testing bots
(2019-11-18)Traditional approaches of testing in software development include running the test cases on a software component, referred to as unit testing, which usually only tests a specific part of a component, as opposed to testing ... -
Using T-Reqs As Teaching Solution For Requirements Engineering In Second Cycle University Courses
(2019-11-18)RE education should be realistic and reflect the progress reached within industry [1]. Recently, T-Reqs has been proposed as a simple, yet powerful tool to manage system requirements in large-scale Agile development ... -
Regression Testing Selection and Dependency Analysis: A Design Science Study
(2019-11-18)Continuous Large Scale Software Systems (LS3) development depends on Regression Testing Selection (RTS) to uphold quality of the software in a cost-effective manner. Prioritization-, minimization- and selection techniques ... -
High-speed Image Capture and Cone Detection Using a Raspberry Pi and Camera Module: A Design Science Approach
(2019-11-18)The purpose of this paper is to provide a highspeed image capturing and cone detection algorithm using lowcost devices, such as a Raspberry Pi and Pi NoIR V2 camera module. Little research focuses on high-speed, low-cost ... -
HISCAOD: a high-speed camera array for obstacle detection
(2019-11-18)this document contains description of HISCAOD – an obstacle detection system for autonomous vehicles, developed using high-speed cameras. Using image processing data from seven cameras the device is able to detect potential ... -
How software documentation helps communication in development teams: A case study on architecture and design documents
(2019-11-18)Communication between developers and within development teams takes place through various communication channels. Software documentation acts as a communication channel among software professionals. But, to what extent ... -
Serverless Development Trends in Open Source: a Mixed-Research Study
(2019-11-18)In the age of modern technology, a new paradigm, Serverless, emerges in the world of cloud computing with which it benefits developers to solely focus on the main objective instead of the maintenance of the infrastructure. ... -
Augmented Reality in Automotive Workshops: A Design Science Case Study
(2019-11-18)Augmented Reality (AR) is an evolving technology researched and applied in many areas to help support and guide work. One field in which the application of AR in practical usage is not common is automotive industry. To ... -
Accelerating Software Delivery in the context of Requirements Analysis and Breakdown for DevOps: A multiple-case study
(2019-11-18)Requirements analysis and breakdown in agile context has numerous challenges that is yet to be addressed. The incorporation of DevOps in agile settings inherited agile re- quirements engineering related challenges. Thus, ... -
Investigating Trust Factors in Peer-to-Peer E-commerce: a Design Science Study
(2019-11-18)Trust is a vital actor in a healthy relationship between any parties, both on and offline. In E-commerce, specifically Peer-to-Peer (P2P) platforms, the presence of trust factors among peers is what defines the success ...