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Showing result 1 - 5 of 131 essays matching the above criteria.
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1. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions
University essay from KTH/Matematik (Avd.)Abstract : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. READ MORE
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2. Multi-crop solutions for sustainable agriculture : A Minor Field Study in Ratchaburi, Thailand
University essay from KTH/Skolan för industriell teknik och management (ITM)Abstract : Agriculture is facing many challenges, such as decreased biodiversity, soil erosion, water scarcity, and social inequality, because of industrial farming and its focus on high yields at the expense of sustainability. This also includes Thailand and the province of Ratchaburi. READ MORE
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3. Freedom in the Digital Age - VAT challenges from data as currency and the platform economy
University essay from Lunds universitet/Institutionen för handelsrättAbstract : 2000-talet har introducerat nya sätt att bedriva e-handel, med plattformsekonomin som suddar ut gränserna för vilken person som tillhandahåller tjänster från ett mervärdesskatteperspektiv. Bitcoin har blivit pengar för internetåldern. READ MORE
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4. Customer churn prediction in a slow fashion e-commerce context : An analysis of the effect of static data in customer churn prediction
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Survival analysis is a subfield of statistics where the goal is to analyse and model the data where the outcome is the time until the occurrence of an event of interest. Because of the intrinsic temporal nature of the analysis, the employment of more recently developed sequential models (Recurrent Neural Network (RNN) and Long Short Term Memory (LSTM)) has been paired with the use of dynamic temporal features, in contrast with the past reliance on static ones. READ MORE
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5. Exploring AI in Swedish E-commerce: A Qualitative Study on Factors Influencing AI Implementation and its Challenges
University essay from Lunds universitet/Institutionen för informatikAbstract : This thesis focuses on the adoption of AI within e-commerce in Sweden. A qualitative approach was adopted, interviewing professionals working in the e-commerce sector. Results were presented using the Technology-Organization-Environment (TOE) framework. READ MORE