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Explainability and generalizability of glaucoma detection models
(2023)
Glaucoma is a group of sight-threatening eye diseases for which, to date, there is no causal treatment. Based on the current prognosis, it is estimated that the number of people affected by this disease will increase from ...
The characteristics of bankruptcies in Finland during the pandemic : Case COVID-19
(2023)
This master’s thesis aims to identify the characteristics of bankruptcies in Finland during the COVID-19 pandemic. The study uses cluster analysis with the k-means algorithm to identify distinguishable groups among businesses ...
Creating an Overall Equipment Effectiveness (OEE) metric for a pulp mill
(2023)
In this master’s thesis an Overall Equipment Effectiveness (OEE) metric was created for a pulp mill. OEE metric is a process performance measurement tool that has been widely used in the industry for the past few decades ...
A comparative analysis of challenges in the adoption of agile scaling frameworks
(2023)
The software development industry continues tackling larger and more complex projects, and adopting scaling frameworks has become increasingly popular. These frameworks offer structure and guidance for scaling agile practices ...
The indirect impacts of robotic process automation : a case study for a Finnish healthcare organisation
(2022)
Digitalisation affects organisations and industries in many ways, and healthcare is no different. One of the technologies transforming healthcare and the way people work is robotic process automation (RPA). One of the most ...
Enhancing the success of agile enterprise resource planning system implementation project
(2022)
Agile software development methodology is an iterative approach to software development. The agile software development methodology has been an important methodology not only in software development, but recently is also ...
Lentotietoaineiston visualisointi data- ja käyttäjälähtöisesti
(2022)
Lentokoneet tuottavat erittäin paljon lennon aikaista dataa eli lentotietoaineistoa. Dataa voidaan käyttää esimerkiksi lentäjien koulutuksessa, vianselvityksessä sekä huollon optimoinnissa. Ilmailualalla data-analytiikkaa ...
Klusterointimenetelmä arvosijoitusstrategiana Lontoon pörssissä vuosien 2010–2020 välillä
(2022)
Tutkielmassa selvitetään, onko Lontoon osakemarkkinoilta pystynyt löytämään arvoanomaliaa käyttämällä K-means klusterointimenetelmää vuosien 2010–2020 välillä osakkeiden valinnassa. Tutkielmassa vertaillaan eri klusterimäärillä ...
Mapping chatbot types and features : case rescue services
(2022)
The subject of this thesis is the feature needs of a regionally localized chatbot offered by SKRS (South-Karelian Rescue Services) on their home page. The study used literature to find what types of chatbots exist. Interviews ...
Suorituskyvyn mittaristo toimitusketjun johtamiseen
(2023)
Tämän tutkimuksen tavoitteena oli rakentaa mittaristo toimitusketjun suorituskyvyn johtamiseen. Toimintaympäristöä rajattiin myös tarkemmin koskemaan kosmetiikkateollisuuden ja maahantuontia harjoittavien yritysten ...