Selaus nimekkeen mukaan kokoelmassa 113 Tietojenkäsittely ja informaatiotieteet
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Cervical Spine Fracture Detection by Computer Vision
(2023)A fast detection of spinal fractures is essential to prevent neurologic deterioration or paralysis. However, weak bones make the detection of fractures on scans difficult, impacting especially the health of elderly people. ... -
Challenges and Solutions in 5G Infrastructure Construction
(2021)5G, as a new telecommunication generation, is growing rapidly. Meanwhile, problems occur. All previous telecommunication technology generations (from 1G to 4G) connect humans, but 5G aims at connecting objects. 5G has three ... -
Classification of Heavy Metal Subgenres with Machine Learning
(Åbo Akademi, 2020)The music industry is undergoing an extensive transformation as a result of growth in streaming data and various AI technologies, which allow for more sophisticated marketing and sales methods. Since consumption patterns ... -
Cloud Migration to Azure Logic Apps : A Case Study Using the Cloudstep Decision Process
(2022)Owing to the growing popularity of cloud computing, many companies are moving their applications to the cloud. Aveso OY is an IT company looking to migrate its on-premises integration software to the cloud. Microsoft’s ... -
Co-simulation models for ship power management systems
(2023)The maritime sector plays a crucial role in the global economy. With over 80 percent of the world’s trade by volume transported by sea, the maritime industry plays a critical role in the all more globalised world. However, ... -
COLREG compliant collision avoidance using reinforcement learning
(Åbo Akademi, 2020) -
Comparing Transaction Management Methods in Microservice Architecture
(2023)Microservice architectures promise frequent and low-risk deployments, high scalability and flexible technologies. Microservices are independently deployed units of software modeled around a business domain, collectively ... -
Conceptualizing Supply Chain Management and Supplier Relationship Management as a Service
(2021)Supply chain management and supplier relationship management processes are becoming increasingly important in the modern world, which has introduced a need for relevant software solutions. To handle these processes, Cerion ... -
Continuous Compliance Automation in AWS cloud environment
(2021)Compliance is increasingly growing as an area of importance in the Information Technology sector to compete and deliver applications that follow regulatory requirements and standards. The scrutiny of auditors and regulators ... -
Continuous integration in WordPress plugin development
(Åbo Akademi, 2020)Continuous integration is an agile software development practice that enables teams to work efficiently together. It is first and foremost a mindset, which encourages de- velopers to integrate often to transform historically ... -
Creating Unique Gameplay Scenarios Using Natural Language Generation
(2022)Language and text generation is a complicated task for computers, there is a lot of nuances and context required to understand a sentence. For decades natural lan-guage processing has been a field of study, for computers ... -
Creation of an Operational Desing Document for the Autonomous Shipping Industry
(2023)The advancement of Artificial Intelligence technologies has paved the way for the increasing use of autonomous systems in various fields, including air, land, and sea. Maritime is an important domain for applying autonomous ... -
Curating Glioma Tumors for Classification Methods in Machine Learning
(2021)Glioma is a cancer which begins in the glial cells within the brain. The presence of glioma tumors within the brain can cause a wide variety of symptoms, e.g. seizures, headaches and nausea. The analysis of these tumors ... -
Current AI technologies for medical imaging and ethical dilemmas created by them
(Åbo Akademi, 2019)Extensive amount of data is collected and documented every day in medical practice, but only a fraction of that data is analyzed and utilized for e.g. diagnosis and treatment plans. Due to the limited capacity of the human ... -
CUSTOMER SEGMENTATION OF GOODBABY CUSTOMERS
(Åbo Akademi, 2019)When talking about China, the population has always been a hot topic. Since the two-child policy was fully opened at the end of 2015, people keep focusing on the maternal and child market that is expected to expand rapidly, ... -
Customizing an Open Source ERP System
(Åbo Akademi, 2020)At a point in time when the use of computers and software within companies and corporations is ubiquitous there is still reason to question their purpose and validity. The mere use of computers is not enough to enable ... -
Data Warehousing in the Cloud : Analysis of an Implementation Project
(Åbo Akademi, 2018)Data are generated at an ever-increasing rate. Ideally, all these data should support decision making. One way of facilitating this, is to utilize a data warehouse. Data warehousing is an integral part of business intelligence. ... -
DB2 for IBM i Performance
(Åbo Akademi, 2020)The purpose of this master's thesis is to help programmers working with DB2 for IBM i make up-to-date design decisions. Much has changed in the industry in the past 20 years, and sources of informaton on both the Internet ... -
Deep learning approaches for maritime ship detection from inshore and offshore imagery
(2022)Maritime surveillance and situational awareness are of topical interest but require massive amounts of human labour if done manually in a traditional setting. The human factor can make this process also highly expensive ... -
Defining a Machine Learning implementation for demand forecasting in Dental Tracking System
(Åbo Akademi, 2019)In this document we conduct a comparison between the non-linear SVR (Support Vector Regressor) and the LSTM (Long-Short-Term Memory) Recurrent Neural models, for the prediction of dental assets demand on institutions using ...