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Showing result 1 - 5 of 31 essays matching the above criteria.

  1. 1. 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)

    Author : Luca Colasanti; [2023]
    Keywords : Survival Analysis; Time To Event prediction; Churn retention; Machine Learning; Deep Learning; Customer Clustering; E-commerce; Analisi di sopravvivenza; Previsione del tempo a evento; Ritenzione dall’abbandono dei clienti; Apprendimento automatico; Apprendimento profondo; Segmentazione della clientela; Commercio elettronico; Överlevnadsanalys; Tid till händelseförutsägelse; Churn Prediction; Maskininlärning; Djuplärning; Kundkluster; E-handel;

    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

  3. 2. Multibody simulations of vibrations in a truck’s steering system

    University essay from KTH/Matematik (Avd.)

    Author : Marcus Didenbäck; [2023]
    Keywords : Multibody simulation; Vibrations; Stiff differential equations; Equations of motion; Lagrange; Vehicle dynamics; Adams; Flerkroppssimulering; Vibrationer; Styva differentialekvationer; Rörelseekva-tioner; Lagrange; Fordonsdynamik; Adams;

    Abstract : This thesis aims to explore if multibody simulations is a suitable method to investigate vibrations in the steering system of trucks. Vibrations in the steering system and subsequently in the steering wheel is a common issue that automotive manufacturers face. READ MORE

  4. 3. Trustworthy SDN Control Plane for Prioritized Path Recovery

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jacopo Barcellesi; [2022]
    Keywords : Software Defined Networking SDN ; Path Recovery; End-hosts Connectivity; Connectivity Prioritization; Programming Protocol-independent Packet Processors P4 ; Phasor Measurement Unit PMU s;

    Abstract : Software Defined Networking (SDN) has gained popularity and attractiveness in the past years’ thanks to its dynamic and programmable nature. The possibility to decouple the data plane and control plane allows for the implementation of Internet networks in an innovative way. READ MORE

  5. 4. Development of a Method to Determine the Influence of Rubber Components in Dynamic Simulations

    University essay from KTH/Farkostteknik och Solidmekanik

    Author : Mårten Vuorinen; [2022]
    Keywords : ;

    Abstract : In order to make sure that an engine can withstand the vibration loads, while the weight is kept as low as possible, some components on the engine are made of rubber. The stiffness of these rubber components are several orders of magnitude lower than the surrounding metal components, and the inclusion of rubber components affects the dynamic behaviour of the engine. READ MORE

  6. 5. Online Metallurgical Mass Balance and Reconciliation

    University essay from Umeå universitet/Institutionen för fysik

    Author : Emil Andersson; [2021]
    Keywords : dynamic; froth flotation; mass balancing; mineral processing; reconciliation;

    Abstract : In mineral processing, one of the most important and versatile separation methods is flotation. Flotation utilizes the different surface properties of the valuable minerals in the ore to separate them from the less valuable gangue material in the ore. Crushed and ground ore is mixed with water and fed into flotation tanks. READ MORE