Essays about: "predictive model"

Showing result 1 - 5 of 667 essays containing the words predictive model.

  1. 1. Supervised Machine Learning Modeling in Secondary Metallurgy : Predicting the Liquid Steel Temperature After the Vacuum Treatment Step of the Vacuum Tank Degasser

    University essay from KTH/Materialvetenskap

    Author : Roberto Vita; [2022]
    Keywords : Industy 4.0; Machine Learning; Statistical Modeling; Temperature Prediction; Vacuum Tank Degasser; Vacuum Treatment Step.; Industri 4.0; Maskininlärning; Statistisk modellering; Temperaturförutsägelse; Vakuumbehandlingssteg; Vakuumtankavgasare;

    Abstract : In recent years the steelmaking industry has been subjected to continuous attempts to improve its production route. The main goals has been to increase the competitiveness and to reduce the environmental impact. The development of predictive models has therefore been of crucial importance in order to achieve such optimization. READ MORE

  2. 2. 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

  3. 3. Predicting misuse of subscription tranquilizers : A comparasion of regularized logistic regression, Adaptive Bossting and support vector machines

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Ida Norén; [2022]
    Keywords : Adaptive Boosting; Benzodiazepines; classification; lasso regularization; logistic regression; support vector machines;

    Abstract : Tranquilizer misuse is a behavior associated with substance use disorder. As of now there is only one published article that includes a predictive model on misuse of subscription tranquilizers. READ MORE

  4. 4. Bankruptcy determinants among Swedish SMEs : - The predictive power of financial measures

    University essay from Uppsala universitet/Företagsekonomiska institutionen

    Author : Oliver Andersson; Henning Kihlberg; [2022]
    Keywords : bankruptcy; default; probability of default; bankruptcy prediction; bankruptcy determinants; SMEs; financial measures; logistic regression;

    Abstract : The main purpose of this paper is to provide evidence of financial leverage, liquidity, profitability, and firm size ability to predict bankruptcy of Swedish small and medium-sized enterprises (SMEs), and to create a bankruptcy prediction model for Swedish SMEs. The sample consists of 1086 Swedish SMEs, among which 543 did go bankrupt between 2015 and 2019. READ MORE

  5. 5. Real-time Model Predictive Control with Complexity Guarantees Applied on a Truck and Trailer System

    University essay from Linköpings universitet/Reglerteknik

    Author : Edvin Bourelius; [2022]
    Keywords : Real-time; Model Predictive Control; Quadratic Programing; Active-set method; Complexity Certification; Truck; Trailer;

    Abstract : In model predictive control an optimization problem is solved in every time step, which in real-time applications has to be solved within a limited time frame. When applied on embedded hardware in fast changing systems it is important to use efficient solvers and crucial to guarantee that the optimization problem can be solved within the time frame. READ MORE