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This paper proposes and investigates a Bayesian relation between optimal L2 regularization strengths and the number of training patterns and hidden nodes used for an artificial neural network. The results support the proposed dependence for number of training patterns, while the dependence on hidden architecture was less clear. Finally, applying different regularization strengths on different laye

Den digitala omställningen har ökat genom åren och har fungerat till en fördel för företag och organisationer generellt. Hastigheten på transformationstillväxten har bibehållits i nutid, vilket har resulterat i att mjukvarusystem utvecklas kontinuerligt. Som en naturlig effekt av detta fenomen, bör aktuella företag alltid ligga i framkant för att förbli konkurrenskraftiga. Studier har visat att pr

The problem of pricing American stock options is far more complex than pricing European options due to the possibility of early execution. This feature means that the decision to either hold on to the option or exercising it early must be continually evaluated, leading to closed form solutions such as the Black-Scholes Formula to not be applicable on American options written on dividend paying ass

IKEA, a company well known around the world for their furniture, is also keen on using digital solutions to improve the customer experience. One of these solutions is the self-serving kiosk, a 27" touchscreen, that helps the customers find and buy products. As many other companies of similar size, IKEA wants to use the data from their digital solutions, as a base for some of their decision ma

This thesis presents the first attempt to estimate Dissolved Organic Carbon (DOC) in inland waters over a large-scale area using satellite data and machine learning (ML) methods. Four ML approaches, namely Random Forest Regression (RFR), Support Vector Regression (SVR), Gaussian Process Regression (GPR), and a Multilayer Backpropagation Neural Network (MBPNN) were tested to retrieve DOC using a fi

Med ökande koncentrationer av koldioxid (CO2) i atmosfären kan energieffektiva tekniker för koldioxidinfångning (CCS) bli viktiga för att växthusgasutsläppen ska minska. Rapportens syfte har varit att experimentellt bestämma och utvärdera fyra egenskaper hos lösningar av vatten, dimetylsulfoxid (DMSO) och aminoalkoholen 2-amino-2-metyl-1-propanol (AMP) som ska användas i en pilotanläggning. Vid inWith increasing atmospheric carbon dioxide (CO2) concentrations, energy efficient carbon capture and storage (CCS) technologies could prove important to enable reductions in the global CO2 emissions. The aim was to investigate a novel, non-aqueous, and precipitating chemical absorption system of dimethyl sulfoxide (DMSO) and 2-amino-2-methyl-1-propanol (AMP), which forms solid carbamate salt cryst

Den europeiska granbarkborren är en insekt som för många räknas till skadedjur. Den har varit ansvarig för förstörelse av över 150 miljoner m3 granskog i Europa under de senaste 50 åren. Global uppvärmning har orsakat förändringar av barkborrens utbredning då problem uppstått med stora utbrott som nu regelbundet inträffar i norra Europa på grund av varmare och utdragna sommarsäsonger. Sverige har The European spruce bark beetle is an insect that is often referred to as a pest. Responsible for the destruction of over 150 million m3 of Norwegian spruce forest in Europe over the last 50 years makes this insect one of the major disturbances to the forest industry. With global warming at large, changes of the distribution of the bark beetle have emerged with large outbreaks now regularly occurr

Personalization is a strategic way for retailers to tailor an experience based on information provided by the customer, to fulfill the individual's needs. It has been explored in great detail, resulting in benefits being revealed, as well as strategies being put forth. However, this study identifies great possibilities to improve our knowledge of the research field, by adopting a holistic appr

This study explored what consumers value about Influencer Launched Brands, utilising the novel concept of Human Brand Publics as a theoretical foundation to analyse this phenomenon. Simultaneously, this research aimed to develop the novel theoretical contribution of Human Brand Publics. Qualitative data from Generation Z, Influencer Launched Brands consumers was gathered and analysed to develop a

Since a brain injury often can affect the memory in some ways it is sometimes hard to remember to bring that piece of paper. And since more and more people of the aging population carry a cellphone daily - the need for a digital alternative to My health document became more apparent. In this project we got the task of digitalizing My health document. We confirmed the need for a digital solution by

Syftet med denna uppsats har varit att genom en litteraturstudie av två vetenskapliga artiklar som undersökt medierapporteringen kring två fall rörande protester i sportsliga sammanhang, försöka ta reda på hur medierapporteringen i amerikanska tidningar sett ut för respektive fall och jämföra dessa med varandra för att hitta likheter och olikheter. Fallen det rör sig om är Tommie Smith och Joh

I have always been curious about the effects architecture and the built environment have on us. The special atmosphere and the ability to arouse a sense of safety and calmness, but also the negative feelings certain spaces can evoke. Which architectural elements contribute to the way we perceive a space and more importantly, does the built environment not only affect our emotions but also our ment

The purpose of this study is twofold. The first is to examine the board monitoring's impact on accrual-based earnings management, as reflected by the absolute value of discretionary accruals. The second is to investigate the moderating effect of CEO power on the relationship between board monitoring and accrual-based earnings management. The study follows a deductive approach and a quantitati

The purpose of this paper is to investigate one of the seven characteristics proposed by Northcott and Alkaraan (2007): the characteristic of non-programmability. This paper responds to the call for a nuanced understanding of how companies are programming strategic investment decisions (Alkaraan, 2016, p. 520). The purpose is fulfilled by conducting multiple case studies. The data collection metho

Titel: Väderskyddad produktion Författare: Emma Olsson & Oscar Remmerfors Handledare: Stefan Olander – Universitetslektor vid Avdelningen för Byggproduktion, Lunds Tekniska Högskola Examinator: Anne Landin – Professor vid Avdelningen för Byggproduktion, Lunds Tekniska Högskola Problemställning: • Under vilka förutsättningar kan lönsamhet uppnås vid användandet av väderskydd för nyproduktioTitle: Weather protected production Authors: Emma Olsson & Oscar Remmerfors Supervisor: Stefan Olander – Docent, Division of Construction Management, Lund University Examiner: Anne Landin – Professor, Division of Construction Management, Lund University Problem: • During which circumstances can profitability be achieved when using weather protection for the new production of residential bu

Helamalmö is an organization working in politically neglected areas where they implement social solutions to social problems. This essay aims to study Helamalmö's structural work for social change and analyze how their relational work with children and youths contributes to the experience of safety, belonging and faith in the future. The results present empirical data collected through intervi

In today's fast-paced business environment, organizations need to adapt and improve their ways of working to keep up with competitors. This change is putting more pressure on Human Resources (HR) and their ability to implement transformation projects to become more efficient, automated, and data-driven. Organizations invest enormous amounts of resources to implement these HR transformation pro

During the 90s, the Swedish government implemented a series of neoliberal housing policies in search of a wayout for the economic crisis, including demolition of the ministry of housing, deregulations and disincentivising housing construction, which has created decline in housing production and privatisation of municipal housing companies. The neoliberal policy reform was attributed to the shortag