Essays about: "e-commerce metrics"

Showing result 1 - 5 of 11 essays containing the words e-commerce metrics.

  1. 1. Enhancing Neural Network Accuracy on Long-Tailed Datasets through Curriculum Learning and Data Sorting

    University essay from KTH/Matematik (Avd.)

    Author : Daniel Barreira; [2023]
    Keywords : Machine Learning; Neural Network; CORAL-framework; Long-Tailed Data; Imbalance Metrics; Teacher-Student models; Curriculum Learning; Training Scheme; Maskininlärning; Neuralt Nätverk; CORAL-ramverk; Long-Tailed Data; Imbalance Metrics; Teacher-Student modeler; Curriculum Learning; Tränings- scheman;

    Abstract : In this paper, a study is conducted to investigate the use of Curriculum Learning as an approach to address accuracy issues in a neural network caused by training on a Long-Tailed dataset. The thesis problem is presented by a Swedish e-commerce company. READ MORE

  3. 2. Understanding Conceptions about Digital Threats : Assessing Public Knowledge of Cyber Threats

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

    Author : Almir Aljic; [2022]
    Keywords : Cybersecurity; CybersecurityAwareness; Vulnerability; VulnerabilityMetrics; Vulnerability Severity; AttackComplexity; RemediationLevel; Confidentiality; Cybersäkerhet; medvetenhet kring cybersäkerhet; sårbarhet; cybersårbarhet; cybersäkerhetsbrist; bedömningavcybersäkerhet; sårbarhetsaspekt; sårbarhetsskala; cyberattackers komplexitet; konfidentialitet;

    Abstract : As technology and Internet use continue to grow globally, cybersecurity has become an increasingly important topic to ensure the safety of individual consumers online. It is a growing cause for concern that cyber attacks are on the rise, as has been the case during the global pandemic. READ MORE

  4. 3. Maximizing Recommendation System Accuracy In E-Commerce for Clothing And Accessories for Children

    University essay from KTH/Matematik (Avd.)

    Author : Niklas Renström; [2022]
    Keywords : Recommendation System; Session Based; E-Commerce; Clothes; Children s Fashion; Machine Learning; RNN; LSTM; GRU; STAMP; Rekommendationssystem; Sessionsbaserad; E-handel; Kläder; Barnmode; Maskininlärning; Återkopplande Neurala Nätverk;

    Abstract : The industry of electronic commerce (e-commerce) constitutes a great part of the yearly retail consumption in Sweden. Looking at recent years, it has been seen that a rapidly growing sector within the mentioned field is the clothing industry for clothes and accessories for children and newborns. READ MORE

  5. 4. Finding time-based listening habits in users music listening history to lower entropy in data

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

    Author : John Magnusson; [2021]
    Keywords : Data mining; Clustering; Listening habits; Entropy.; Datautvinning; Klusteranalys; Lyssningsvanor; Entropi.;

    Abstract : In a world where information, entertainment and e-commerce are growing rapidly in terms of volume and options, it can be challenging for individuals to find what they want. Search engines and recommendation systems have emerged as solutions, guiding the users. READ MORE

  6. 5. Predicting Customer Conversion using Supervised Machine Learning

    University essay from KTH/Matematisk statistik

    Author : Stephanie Aboud; [2021]
    Keywords : statistics; applied mathematics; machine learning; classification; statistik; tillämpad matematik; maskininlärning; klassificering;

    Abstract : The growth of e-commerce has been evident over the past years and for companies like Klarna that provides payment solutions, focusing on the purchase experience is more important than ever. With that goal in mind, more companies are using machine learning methods and tools to make predictions and forecast future outcomes, giving them a competitive advantage on the market. READ MORE