Selaus oppiaineen mukaan kokoelmassa Pro gradu -tutkielmat ja diplomityöt sekä syventävien opintojen opinnäytetyöt (kokotekstit) Tietojenkäsittelytieteet
Aineistot 1-20 / 54
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A case study on low-code integration platforms
(20.12.2023)The low-code approach has been gaining popularity among integration platforms. Low-code aims to make software development so intuitive that regular citizens could build applications. However, there is little research on ...avoin -
A Deep Learning Approach to Maritime Vessel Detection
(15.04.2024)The detection of maritime vessels is a fundamental task in maritime surveillance, and it is essential for various applications such as maritime traffic monitoring, search and rescue, and maritime security. Modern maritime ...avoin -
Accessibility on a Finnish city government website
(06.03.2023)Accessibility is an important, but often overlooked topic on the web that is slowly gaining importance in societies around the world as it allows people with a wide range of disabilities to use public services, and it also ...avoin -
Automatic classification of prostate cancer Gleason scores from biparametric MRI using deep convolutional neural networks
(28.06.2023)Prostate cancer is one of the most common types of cancer in the world. To reduce the number of deaths caused by it, effective diagnostic methods are of paramount importance to detect the clinically significant cases early ...avoin -
Cluster analysis for outlier detection : A case study of applying unsupervised machine learning on diesel engine data
(06.02.2023)With the advent of modern data driven methods, engine manufacturers and maintainers are attempting to pivot from corrective to predictive maintenance. One way to achieve this goal is to install sensors on the engine and ...avoin -
Codytute-oppimispeli ohjelmoinnin opetuksessa : Vaikutukset oppimistuloksiin, oppimismotivaatioon ja opiskelijoiden kokemuksiin
(27.04.2022)Pelien käyttäminen opetuksessa on herättänyt suurta kiinnostusta tutkijoiden ja opettajien piirissä. Näyttö pelien positiivisista vaikutuksista oppimismotivaatioon on vahva. Oppimistulosten osalta tulokset ovat ristiriitaisempia, ...avoin -
Considerations for introducing a cloud service in health informatics: user experience monitoring of information systems
(16.12.2021)This thesis will show concrete examples about how user experience monitoring will improve security of health information systems, patient safety, efficiency, and ease of use. This thesis will prove how the current EMR ...avoin -
Cross-sentence contexts in Named Entity Recognition with BERT
(15.06.2021)Named entity recognition (NER) is a task under the broader scope of Natural Language Processing (NLP). The computational task of NER is often cast as a sequence classification task where the goal is to label each word (or ...avoin -
Dark Mode Preferences: Exploring User Motivations in Interface Theme Selection
(29.11.2023)In a world that is increasingly digital, the interfaces through which we interact with our technology play a critical role in our daily experiences. One important aspect of interface design is theming, which allows users ...avoin -
Data Vault -menetelmään perustuvan tietovaraston kehityksen automatisaatiomenetelmät
(30.06.2022)Data Vault on hyvin standardoitu ja dokumentoitu menetelmä tietovarastointiin. Tietovarastoinnin pääidea on integroida eri lähteistä tulevia datoja keskitettyyn paikkaan, jonka Data Vault toteuttaa tehokkaasti yhdistelemällä ...avoin -
Data-analytiikan hyödyntäminen ennakoivassa kunnossapidossa
(05.04.2022)Suunnittelemattomat tuotantokatkokset ovat ongelmallisia yrityksille ja niitä koitetaan välttää viimeiseen asti. Tuotantokatkosten välttämiseksi yrityksissä onkin siirrytty ongelmia korjaavasta kunnossapidosta kohti ...avoin -
Datasta laatua – Tietopöytä hoitotyön kehittämiseen akuuttihoidossa
(28.09.2023)Tämä pro gradu -tutkielma käsittelee yhden yliopistollisen keskussairaalan tietovarantoihin kertyvän datan toisiokäyttöä terveydenhuollon kehittämistarkoituksiin, erityisesti hoitotyön laadun varmistamis- ja kehitystyöhön. ...avoin -
Deep Learning Methods for Register Classification
(02.12.2021)For this project the data used is the one collected by, Biber and Egbert (2018) related to various language articles from the internet. I am using BERT model (Bidirectional Encoder Representations from Transformers), which ...avoin -
Developing a Public Transportation Application for the Elderly
(20.11.2023)The purpose of this study was to develop a public transportation application, to assess the prevalence of public transportation among older adults in Turku and to describe the conditions and physical functions these older ...avoin -
Developing web application and hybrid application; How developing for different platforms differentiated and how users experienced these
(30.05.2022)The mobile application development process is evolving rapidly, and new frameworks are created every month. When choosing how to develop mobile application, there are three main development platforms: web application, ...avoin -
Differentially private synthetic tabular data generation with a generative adversarial network and privacy amplification by subsampling
(01.08.2022)Advances in computation have created high demand for large datasets, which in turn has sparked interest in using personal data collected by different institutions for secondary purposes such as research. However, in many ...avoin -
Effects of Culture on Web Design : A Comparative Analysis of Chinese and Western User Interfaces
(30.05.2021)With over 989 million internet users, the Chinese internet is the world’s largest online community, yet it is quite separate from the Western internet. This study aims to find measurable differences in web design between ...avoin -
Effects of curriculum learning on maze exploring DRL agent using Unity ML-Agents
(07.06.2022)As the amount of studies on the usage of machine learning in video games has increased, few of these studies use curriculum learning. This thesis aims to show the benefits that curriculum learning, even in an unoptimized ...avoin -
Enabling data-driven decision-making for a Finnish SME: a data lake solution
(13.04.2023)In the era of big data, data-driven decision-making has become a key success factor for companies of all sizes. Technological development has made it possible to store, process and analyse vast amounts of data effectively. ...avoin -
Escape room design framework
(09.06.2022)Escape room is a form of physical amusement, where a group of players are solving puzzles in a purpose-built environment. Escape rooms have been part of many cities’ entertainment space for more than a decade. Escape ...avoin