Essays about: "four key metrics"

Showing result 1 - 5 of 26 essays containing the words four key metrics.

  1. 1. Measuring the Utility of Synthetic Data : An Empirical Evaluation of Population Fidelity Measures as Indicators of Synthetic Data Utility in Classification Tasks

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Alexander Florean; [2024]
    Keywords : Synthetic Data; Machine Learning; Population Fidelity Measures; Utility Metrics; Synthetic Data Quality Evaluation; Classification Algorithms; Utility Estimation; Data Privacy; Artificial Intelligence; Experiment Framework; Model Performance Assessment; Syntetisk Data; Maskininlärning; Population Fidelity Mätvärden; Användbarhetsmätvärden; Kvalitetsutvärdering av Syntetisk Data; Klassificeringsalgoritmer; Användbarhetsutvärdering; Dataintegritet; Artificiell Intelligens; AI; Experiment Ramverk; Utvärdering av Modellprestanda;

    Abstract : In the era of data-driven decision-making and innovation, synthetic data serves as a promising tool that bridges the need for vast datasets in machine learning (ML) and the imperative necessity of data privacy. By simulating real-world data while preserving privacy, synthetic data generators have become more prevalent instruments in AI and ML development. READ MORE

  3. 2. Introducing Software Sustainability Demands into Large Organisational Procurement Processes

    University essay from Uppsala universitet/Industriell teknik

    Author : Albin Antti; [2023]
    Keywords : Transport sector; intrapreneurship; case study; sustainability; greenhouse gas emissions; thematic analysis; transportsektor; intraprenörskap; teknikbaserad affärsutveckling; fallstudie; hållbarhet; växthusgasutsläpp; tematisk analys;

    Abstract : As the ICT sector saw exponential growth over the last few decades, so too did the greenhouse gas emissions caused by it, to the point where the ICT sector is at least as big, if not bigger, than the airline industry. Previous research in this field has circled around methodologies for performing life cycle assessment of ICT software products, but has not put it in an organisational context which has lead to no agreed upon way of calculating and comparing sustainable software. READ MORE

  4. 3. Knowledge Distillation of DNABERT for Prediction of Genomic Elements

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Joana Palés Huix; [2022]
    Keywords : Knowledge distillation; Transformers; BERT; Genomics; Promoter identification; Explainability;

    Abstract : Understanding the information encoded in the human genome and the influence of each part of the DNA sequence is a fundamental problem of our society that can be key to unveil the mechanism of common diseases. With the latest technological developments in the genomics field, many research institutes have the tools to collect massive amounts of genomic data. READ MORE

  5. 4. A Controlling Path Towards a Sustainable Success

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

    Author : Ebba Strandberg; Klara Skånhagen; [2022]
    Keywords : Management control systems; Levers of control; Sustainability; ESG; Controlling;

    Abstract : Because of an urge for companies to take responsibility for a green transition, an opportunity for businesses to gain a competitive advantage has arisen. Through the lens of the theoretical framework of Simon's levers of control (1995), this study will examine how a strongly sustainability-connected company uses management control systems to create a sustainable strategy. READ MORE

  6. 5. Forest Ditches As Habitat For Aquatic Macroinvertebrate In Boreal Landscapes

    University essay from Umeå universitet/Institutionen för ekologi, miljö och geovetenskap

    Author : Lara Sánchez Calderón; [2022]
    Keywords : aquatic macroinvertebrates; drainage ditches; Sweden; mineral soil; peat soil; forestry;

    Abstract : Large areas of northern Sweden have been ditched to promote forest growth by draining wet soils and peatlands. These ditches have greatly added to length of Sweden’s stream and river network, but the ecological properties of these man-made aquatic environments is poorly understood. READ MORE