Essays about: "data mining prediction"

Showing result 6 - 10 of 69 essays containing the words data mining prediction.

  1. 6. Electrical Energy consumption prediction for Schools

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Venkata Sreenadh Movva; [2022]
    Keywords : Prediction; Electricity energy consumption;

    Abstract : This thesis is a part of the master's in data science course at LTU. The core objective would be to build models that can do a short-term prediction of electricity energy consumption based on historical consumption data. READ MORE

  3. 7. Employee Churn Prediction in Healthcare Industry using Supervised Machine Learning

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

    Author : Anna Gentek; [2022]
    Keywords : Employee churn; Churn Prediction; Predictive modeling; Machine learning; Deep-Learning; Data mining; Binary Classification; Personalomsättning; Avhoppsanalys; Prediktiv Modellering; Maskininlärning; Datautvinning; Binär Klassificering;

    Abstract : Given that employees are one of the most valuable assets of any organization, losing an employee has a detrimental impact on several aspects of business activities. Loss of competence, deteriorated productivity and increased hiring costs are just a small fraction of the consequences associated with high employee churn. READ MORE

  4. 8. An early study on the potential of landscape and geographical variables to reduce bias in forest forecast planning in Ireland : a view on the value of data mining in an industry and era rich in information

    University essay from SLU/Southern Swedish Forest Research Centre

    Author : Charles Socrates Judd; [2022]
    Keywords : landscape; logistic regression; strategic; tactical; forecast; elevation;

    Abstract : At a time when data are an integral part of many industries and the world as a whole, driven by a digital dominant era, there is an emerging discussion surrounding the level of value captured. Using data accumulated in the forest management system and the surrounding databases of the forestry semi state Coillte, my aim was to research if there was any type of data that could potentially be used to identify and understand inaccuracy in long- and short-term forecasting. READ MORE

  5. 9. Predicting forest strata from point clouds using geometric deep learning

    University essay from Jönköping University/JTH, Avdelningen för datavetenskap

    Author : Simon Arvidsson; Marcus Gullstrand; [2021]
    Keywords : Supervised learning; Learning to rank; Point-based models; Shape inference; PointNet; layering; layers; classification; ordingal; regression; forest agency; ranking; SLU; 3D; plots;

    Abstract : Introduction: Number of strata (NoS) is an informative descriptor of forest structure and is therefore useful in forest management. Collection of NoS as well as other forest properties is performed by fieldworkers and could benefit from automation. READ MORE

  6. 10. How Capable is Artificial Intelligence (AI) in Crime Prediction and Prevention? : A literature review of reviews

    University essay from Örebro universitet/Institutionen för juridik, psykologi och socialt arbete

    Author : Fanny Rehnström; [2021]
    Keywords : artificial Intelligence; machine learning; data mining; deep learning; crime prediction; crime prevention; review;

    Abstract : The purpose of this literature review was to compile recent conducted reviews about the use of artificial intelligence (AI) in crime prediction and prevention. How capable are current AI- technologies in predicting crime? How capable are current AI- technologies in preventing crime? This literature review included 9 reviews. READ MORE