Essays about: "First Attempt in Learning"

Showing result 1 - 5 of 48 essays containing the words First Attempt in Learning.

  1. 1. Wind Turbine Recovery Forecasting using Survival Analysis

    University essay from Lunds universitet/Matematisk statistik

    Author : Anton Palets; [2023]
    Keywords : Survival analysis; Recovery Forecast; Wind Turbine; Availability Forecast; AFT model; Aalen s model; Cox regression; Cox Proportional Hazards; Variation Processes; Mathematics and Statistics;

    Abstract : The goal of this thesis is to present a methodology for predicting time until recovery of failed wind turbines. The necessity is motivated by the potential for more accurate wind energy export forecasts. The current approach rests entirely on having an expert examine the turbine and produce a time estimate. READ MORE

  2. 2. Link Prediction Using Learnable Topology Augmentation

    University essay from KTH/Matematik (Avd.)

    Author : Tori Leatherman; [2023]
    Keywords : Network Analysis; Inductive Link Prediction; Learnable Augmentation; Graph Neural Networks; Multilayer Perceptrons; Nätverksanalys; Induktiv Länkförutsägelse; Inlärningsbar Förstärkning; Grafiska Neurala Nätverk; Flerskiktsperceptroner;

    Abstract : Link prediction is a crucial task in many downstream applications of graph machine learning. Graph Neural Networks (GNNs) are a prominent approach for transductive link prediction, where the aim is to predict missing links or connections only within the existing nodes of a given graph. READ MORE

  3. 3. Business Model Innovation as a Countermeasure to Changing External Environments - A Case Study of a Professional Service Firm in the Nuclear Power Industry

    University essay from Göteborgs universitet/Graduate School

    Author : Fredrik Necander; [2022-09-01]
    Keywords : Business Model Innovation; Professional Service Firm; Dynamic Environment; Transform the Core; Expansion; Failure; Learnings; First Attempt in Learning; Adaptor; Reinventor;

    Abstract : There is still considerable lack of theoretical foundation when it comes to the subject of business model innovation. However, what previous studies in the field have shown is that business model innovation is a favorable way to hedge against dynamic changes in a firm’s external environment. READ MORE

  4. 4. LAUGHTER PREDICTION IN TEXT BASED DIALOGUES Predicting Laughter using Transformer-Based Models

    University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Hemanth Kumar Battula; [2022-06-20]
    Keywords : Transformer; BERT; Laughter; Sliding Window;

    Abstract : In this paper we will attempt to predict and assess the performance of predicting laughter using a BERT model (Devlin et al., 2019), and a BERT model finetuned on the Open subtitles dataset with and without considering dialogue-acts classes as well as sliding window of dialogues. READ MORE

  5. 5. Making Use of the Factor Zoo: An unpretentious attempt to predict asset returns using machine learning methods.

    University essay from Göteborgs universitet/Institutionen för nationalekonomi med statistik

    Author : Line Clausen; Jesper Strömberg; [2022-02-15]
    Keywords : ;

    Abstract : Factor modeling with the purpose of estimating assets returns is a dynamic and ever changing subject within finance. Recent literature has presented over 300 different fac-tors that seem to have significance in predicting asset returns. This new phenomenon in factor modeling has been dubbed ”The Factor Zoo”. READ MORE