Essays about: "utility of forest"

Showing result 1 - 5 of 30 essays containing the words utility of forest.

  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. Non-industrial private forest owners’ harvesting decisions : An empirical study of forest owners’ harvesting decisions in Norrbotten

    University essay from Luleå tekniska universitet/Institutionen för ekonomi, teknik, konst och samhälle

    Author : Brenden Grath; [2023]
    Keywords : Non-industrial private forest owners; harvesting decisions; ecosystem services; utility framework;

    Abstract : The forest plays a large role both nationally and internationally towards a sustainable planet. Therefore, understanding non-industrial private forest owners’ preferences is important to achieve the environmental targets, since they are a large ownership group in Sweden. READ MORE

  4. 3. Data-Driven Success in Infrastructure Megaprojects. : Leveraging Machine Learning and Expert Insights for Enhanced Prediction and Efficiency

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

    Author : David E.G. Nordmark; [2023]
    Keywords : Megaproject; Small sample size; Project management; Random forest; Critical success factors; Feature selection; Recursive feature elimination; Megaprojekt; Små dataurval; Projektledning; Random forest; Kritiska framgångsfaktorer; Variabel urval; Rekursiv variabel eliminering;

    Abstract : This Master's thesis utilizes random forest and leave-one-out cross-validation to predict the success of megaprojects involving infrastructure. The goal was to enhance the efficiency of the design and engineering phase of the infrastructure and construction industries. READ MORE

  5. 4. Evaluation of Machine Learning Classifiers for Refractory Epilepsy Classification

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

    Author : Ann Abeysekera; Elina Tayebi; [2023]
    Keywords : ;

    Abstract : Epilepsy is a neurological disease, where up to 40% of patients, known as having refractory epilepsy, do not become seizure-free through antiepileptic drugs (AEDs). Epilepsy surgery has the highest possibility of treating patients with refractory epilepsy, however, many are never referred to surgical evaluation. READ MORE

  6. 5. Skonsamt från trakt till bilväg : en analys av potentialen hos ett digitalt planeringsverktyg i syfte att minska risken för körskador

    University essay from SLU/Department of Forest Biomaterials and Technology (from 131204)

    Author : Johan Sjöberg; [2022]
    Keywords : Skotning; beslutsstöd; traktplanering; terrängtransportavstånd;

    Abstract : Dagens skogsbruk har höga krav på sig, både i termer av att leverera råvara på ett kostnadseffektivt sätt och i att ta hänsyn till omkringliggande miljö. Skogsbruket bedrivs i regel med stora maskiner som hanterar tunga laster med virke och detta gör att man riskerar körskador. READ MORE