Essays about: "risk domains"

Showing result 1 - 5 of 52 essays containing the words risk domains.

  1. 1. Risk analysis of implementing Machine Learning in construction projects

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Aki Roy; [2024]
    Keywords : Construction; Machine Learning; Unstructured Data; Image Processing; Text Processing; Project Analysis; Data Management; Risk Identification;

    Abstract : Machine Learning has significantly influenced development across domains by leveraging incoming and existing data. However, despite its advancements, criticism persists regarding its failure to adequately address real-world problems, with the construction domain being an example. READ MORE

  3. 2. The impact of prebiotics, probiotics, and synbiotics on mild cognitive impairment : a systematic review

    University essay from Örebro universitet/Institutionen för medicinska vetenskaper

    Author : Astrid Viktorsson; Noah Westerholm; [2023]
    Keywords : MCI; Mild cognitive Impairment; Prebiotics; Probiotics; Synbiotics; DW2009; Bifidobacterium Breve A1; RBANS; MMSE.;

    Abstract : Background: Mild Cognitive Impairment (MCI) is seen as a state between normal aging and dementia, with patients having an increased risk of developing Alzheimer’s disease (AD) and other sorts of dementia. MCI has been linked to a change in gut microbiota which impacts the microbiota-gut-brain axis (MGBA), consequently affecting neurological functions. READ MORE

  4. 3. Recommendation of Text Properties for Short Texts with the Use of Machine Learning : A Comparative Study of State-of-the-Art Techniques Including BERT and GPT-2

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

    Author : Luciano Zapata; [2023]
    Keywords : Text classification; Short texts; Deep Learning; BERT; GPT; GPT-2; Transformers; Natural Language Processing; Textklassificering; Korta Texter; Djupinlärning; BERT; GPT; GPT-2; Transformatorer; Naturlig språkbehandling;

    Abstract : Text mining has gained considerable attention due to the extensive usage ofelectronic documents. The significant increase in electronic document usagehas created a necessity to process and analyze them effectively. READ MORE

  5. 4. Robust Supervised Learning in Multiple Environments

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Xinran Wei; [2023]
    Keywords : ;

    Abstract : In supervised machine learning, it is common practice to choose a loss function for learning predictive models, such as linear regression models and nonlinear neural networks. The primary objective is to attain accurate predictions. READ MORE

  6. 5. Straight to the Heart : Classification of Multi-Channel ECG-signals using MiniROCKET

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

    Author : Stefan Christiansson; [2023]
    Keywords : MiniROCKET; Time-series analysis; Multi-variate; Classification; Convolutional Neural Network; MiniROCKET; Tidsserieanalys; Multivariat; Klassifikation; Convolutional Neural Network;

    Abstract : Machine Learning (ML) has revolutionized various domains, with biomedicine standing out as a major beneficiary. In the realm of biomedicine, Convolutional Neural Networks (CNNs) have notably played a pivotal role since their inception, particularly in applications such as time-series classification. READ MORE