Essays about: "Decision support model"

Showing result 16 - 20 of 416 essays containing the words Decision support model.

1. 16. Credit Card Approval Prediction : A comparative analysis between logistic regressionclassifier, random forest classifier, support vectorclassifier with ensemble bagging classifier.

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Dhanush Janapareddy; Narendra Chowdary Yenduri; [2023]
   Keywords : Machine Learning; Logistic Regression; Random Forest; Support Vector Machine; Ensemble Learning Bagging.;

   Abstract : Background. Due to an increasing number of credit card defaulters, companies arenow taking greater precautions when approving credit applications. When a customermeets certain requirements, credit card firms typically use their experience todecide whether to grant them a credit card. READ MORE

3. 17. A Simulation-Based Decision Support Tool for Circularity : Remanufacturing of an Electric Machine Case Study

   University essay from KTH/Produktionsutveckling

   Author : Mayari Pérez Tay; [2023]
   Keywords : Simulation; remanufacturing; circular business; electric machine;

   Abstract : Over the last years, environmental concerns have grown regarding the pressure manufacturing activities exerts on natural resources. Many materials have been classified by the EU as scarce, rare earth elements found in magnets are amongst critical materials with high supply risk. READ MORE

4. 18. Proactive Decarbonization in Projects - At What Price? : A Qualitative Study of Life-cycle Cost Analysis and Shadow Pricing of Carbon as Decision-making Tools

   University essay from KTH/Ledning och organisering i byggande och förvaltning

   Author : Anna Edorson; [2023]
   Keywords : Life-cycle Cost Analysis ; Shadow Pricing of Carbon ; Sustainability ; Climate Targets ; Decision-making ; Project Management ; Livscykelkostnadsanalys ; Skuggpris på koldioxid ; Hållbarhet ; Klimatmål ; Beslutsfattande ; Projektledning ;

   Abstract : As we move towards a low-carbon economy, environmental sustainability drives corporate performance and strategy to a greater extent than a decade ago. Hence, there is a growing importance among actors with long-term ownership interests to recognize climate-related issues in investment decisions. READ MORE

5. 19. Improving customer support efficiency through decision support powered by machine learning

   University essay from Linköpings universitet/Programvara och system

   Author : Simon Boman; [2023]
   Keywords : Machine Learning; AI; NLP; Natural Language Processing; GPT-3; GPT-4; Recommendation System; Decision Support; Semantic Textual Similarity; Text Similarity; Customer Support Tickets; Case Study; Customer Support Efficiency; Healthcare; Medical Technology;

   Abstract : More and more aspects of today’s healthcare are becoming integrated with medical technology and dependent on medical IT systems, which consequently puts stricter re-quirements on the companies delivering these solutions. As a result, companies delivering medical technology solutions need to spend a lot of resources maintaining high-quality, responsive customer support. READ MORE

6. 20. From Data to Dollars: Unraveling the Effect Data-Driven Decision-Making Has on Financial Performance in Swedish SMEs

   University essay from Jönköping University/Internationella Handelshögskolan

   Author : Elliot Stowe; Emilia Heidar; Filip Stefansson; [2023]
   Keywords : Data-Driven Decision-Making; DDDM; Big Data Analytics; SMEs; Financial Performance;

   Abstract : Background: Data-driven decision-making (DDDM) has emerged as a primary approach to decision-making in many organizations. It uses data and analytics to guide decision-making processes and can lead to better business outcomes. READ MORE