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Predicting Customer Churn and Customer Lifetime Value (CLV) using Machine Learning

In an evermore competitive environment for companies and business, predictive customer behaviour models can give companies a competitive edge over its competitors. Two such important predictive behaviour models are customer churn models and customer lifetime value (CLV) models. As it is more expensive for companies to acquire new customers rather than retaining existing ones, it is important for b

Assessment of Alphafold methods in structural prediction of toxin-antitoxin systems with a focus on interface analysis

The recent revolution in structural prediction methods has made modeling novel protein structures a feasible analysis method. In particular, the Alphafold protocol can produce accurate models with atomic resolution. This work aims to model multiple novel toxin-antitoxin systems and to understand the interactions of their components through structural prediction and interface analysis. Structural p

Germling success in Bladderwrack (Fucus vesiculosus) depending on substrate type & slope

Recruitment of new individuals is essential for a population to survive and flourish and bladderwrack (Fucus vesiculosus) is on the decline in some parts of the Baltic Sea. The causes being multitude and complex, culminating to the loss of light penetration being the main culprit. As society moves forward, artificial submerged structures may serve as new footholds for a waning population as well a

The Modular Hygiene Station

Disposable hygiene products, such as gloves and aprons, are commonly and frequently used in healthcare environments and are essential to maintain the hygiene standard. They are placed in different types of carriers, primarily in examination rooms and are mounted on the walls. This creates some difficulties for product development and fast access because not all hygiene products fit all carriers an

Verisium Drone - PinDown ML-Debug Visualisation Tool

I samarbete med Cadence har detta examensarbete skapat ett webbaserat gränssnitt vilket kommer att visualisera stora mängder data på ett mer läsbart sätt för människor. Cadence är ett företag med inriktning på elektronisk system design och erbjuder andra företag lösningar för silikon design skapande, simulation, implementation och signoff för analoga och digitala kretsar och mycket mer. Detta gränIn collaboration with Cadence this thesis work has created a web based interface which aims to visualise large sets of data in a more human readable way. Cadence is a company specialising in electronic system design and is offering other companies solutions for silicon design creation, simulation, implementation and signoff of analog and digital circuits and a lot more. This interface will also be

“Där försvinner något av den svenska profilen”: En jämförelse av socialdemokraternas ideologiska ställningstagande under 1980- och 1990-talet, angående medlemskapet i EU

The Swedish welfare system has been subject to extensive research, because of its unique alloy of capitalist and socialist ideas and principles. The Social Democratic formulation of the idea of the people’s home has been an integral part of the Swedish political discourse for the better part of a century. During the 1980’s and 1990’s, the hegemony of the social democratic ideology came into questi

Att värdera avbrott i samhällsviktiga verksamheter

Critical infrastructure is essential for a functioning society because of the services and goods they provide. Within these infrastructures there are several departments whose functionality is critical to society and when exposed to stress can lead to societal consequences. Therefore, it is important for the department within the critical infrastructure to have a solid crisis and continuity prepar

Gamification of Work Tasks: Effects of Mixed and Individual Game Design Elements on Motivation and Performance

Gamification uses elements of game-designing on mundane tasks to enhance motivation and performance. This study aimed to investigate the effects of gamification on performance, intrinsic motivation and amotivation while doing work tasks. Using a randomized experimental design with the game design elements reward badges and character choice, gamification of in-tray exercises commonly used in Assess

Strukturen på individuella pianolektioner - En intervjustudie med fokus på pianoundervisningen inom den klassiska musikgenren

I denna studie utforskar jag mitt intresseområde vilket är pianoundervisning inom den klassiska musikgenren på ett mer ingående sätt. Syftet med denna studie var att undersöka hur fem pianolärare, verksamma i fyra olika länder, strukturerar sina pianolektioner. Studiens fokus låg på grundskolor inom musik med klassisk inriktning. Det är en fördjupad studie i vad det egentligen innebär att undervis

Linking the selectivity of varying surface phases of a real palladium catalyst toward specific methane oxidation pathways with Ambient Pressure X-ray Photoelectron Spectroscopy

Brinnande bilar, drunknande isbjörnar och träd som dör ut - det är detta som en del föreställer sig när det gäller global uppvärmning. För att förhindra att detta sker, behöver fossila bränslen ersättas i framtiden. En möjlighet är att använda biobränslen istället, fast problemet är att de innehåller mycket metan. Detta är tyvärr en farlig växthusgas som måste vidarebearbetas i förbränningsanläggnThe study of heterogeneous catalysis, especially within methane oxidation, is of high importance in order to more efficiently remove unburned methane from bio-fuel exhausts. This is relevant as bio-fuel engines will replace those driven by fossil fuels in the coming decades. This thesis contributes to the understanding of that reaction in a 5 mbar environmental pressure regime over a polycrystalli

Design flexibility of prefabricated housing systems

With the growing global demand for affordable housing, the housing deficit needs to be addressed with building solutions that are fast to build while less expensive to operate and construct. As most prefabricated systems are targeted to mess production, individuality and option for customization has become highly limited. Looking into what is currently available in the market, reviewing these off

Beauty and the Digital Beast: An exploratory study on what variables are affecting the process of digitalization within retail and why the beauty industry is lagging behind

This master thesis project applies a mixed methods approach to fulfill the purpose of exploring how and in what ways digitalization transforms different retail categories. A theoretical framework is formulated using existing theories and research, from which four key variables are identified: distribution, interaction, competition and product offering. These variables, combined with an overarching

Socialtjänst i förändring - En kvalitativ studie om medarbetarnas upplevelse om omorganisationen i Malmö Stad utifrån förberedelse, kommunikation och involvering.

In the fall of 2022, Sweden's most significant social service that is located in Malmö City went through a major organizational change. The goal of the reorganization was that it would be easier to manage the daily operations, collaborate internally, and primarily handle cases equally when the respective departments were located in the same buildings. The aim of this study is to gain the persp

Development of Self Watering Planter

Both during and after the pandemic, the trend of biophilic design has reached maximum acceleration. One of the consequences being an increasing interest in gardening and plant care in general. Though not everybody might have so called ‘green fingers’, everyone should have the opportunity to try, and a product that facilitates horticulture is the self watering planter. IKEA of Sweden is looking int

Application of molecular barcoding and engineered viral vectors for the determination of causative transcriptomic changes in Parkinson’s disease and generation of a fluorescent reporter model for studying cell-cell communication in the brain

Parkinson’s disease (PD) is a neurodegenerative disorder with toxic forms of alpha synuclein (α-syn) accumulating in the midbrain dopaminergic (DA) neurons, leading to cell death. In the first part of the study we wanted to investigate the midbrain DA population and their gene expression relative to the intracellular α-syn load. To this end, human wildtype α-syn was packaged inside custom, uniquel

Detection of Abnormalities in Cardiac Rhythm Using Spiking Neural Networks

Artificial Intelligence (AI) and Machine Learning (ML) have been increasingly attracting attentions in many different fields. Healthcare is one of the areas that has greatly benefited from the advances in AI/ML. This includes a wide range of applications such as medical data interpretation, disease or abnormality detection or prediction, monitoring specific health condition and medical data manage

Machine Learning-based Lean Six Sigma Process

Increasing the effectiveness and efficiency of production processes have always been a significant challenge, primarily because such processes often contain activities that lead to waste. In response to address these challenges, tools like Lean and Six Sigma, and over time their descendant, Lean Six Sigma (LSS) were developed. It is argued that Industry 4.0 proliferated data accessibility in the m