Essays about: "Long-Tailed Data"

Found 3 essays containing the words Long-Tailed Data.

  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. Quantitative indicators of a successful mobile application

    University essay from KTH/Radio Systems Laboratory (RS Lab)

    Author : Peter Skogsberg; [2013]
    Keywords : mobile; smartphone; application; app; Android; iOS; statistics; data; metrics; quantitative; measure; downloads; rating; Pareto; successful; developer; publisher; data mining; R; ETL; API; mobil; smartphone; applikation; app; Android; iOS; statistik; data; mätvärden; kvantitativ; mätning; nedladdningar; betyg; Pareto; framgångsrik; utvecklare; utgivare; data mining; R; ETL; API;

    Abstract : The smartphone industry has grown immensely in recent years. The two leading platforms, Google Android and Apple iOS, each feature marketplaces offering hundreds of thousands of software applications, or apps. The vast selection has facilitated a maturing industry, with new business and revenue models emerging. READ MORE

  4. 3. Robustness of Spatial Databases: Using Network Analysis on GIS Data Models

    University essay from Institutionen för teknik och byggd miljö

    Author : Finn Hedefalk; [2010]
    Keywords : GIS; Database; UML; VGI; Power-law; Small-world; Error and attack tolerance; Network;

    Abstract : Demands on the quality and reliability of Volunteered Geographic Information have increased because of its rising popularity. Due to the less controlled data entry, there is a risk that people provide false or inaccurate information to the database. READ MORE