Essays about: "capturing knowledge"

Showing result 1 - 5 of 110 essays containing the words capturing knowledge.

  1. 1. Drysanpromenaden : ett programförslag för ett rekreativt promenadstråk längs Drysan i Skara

    University essay from SLU/Dept. of Urban and Rural Development

    Author : Johanna Wilhelmsson; [2024]
    Keywords : Skara; Drysan; åpromenad; blågröna stråk; rekreation; PSD;

    Abstract : Den pågående urbaniseringen tillsammans med en ökande befolkning har lett till att antalet människor som idag bor i städer jämfört med på landsbygden har ökat betydligt. I strävan efter en hållbar utveckling förespråkas förtätning, vilket i många fall innebär att urbana grönytor fragmenteras och rekreativa kvalitet kan försämras. READ MORE

  3. 2. Exploring competency needs of an innovation leader - A qualitative study capturing the perspectives of innovation management practitioners on competencies and personal certificati

    University essay from Göteborgs universitet/Graduate School

    Author : Martina Eliasson; Erica Eklind; [2023-07-19]
    Keywords : Innovation Leaders; Innovation Management Professionals; Theoretical Framework of Competencies for Innovation Leaders; Personal Certification;

    Abstract : The innovation management profession is maturing, and standards and procedures for best practices are needed. Further, the current literature underscores the vitality of understanding the necessary knowledge and skills essential within the profession for continued development, and certifications for innovation management professionals are addressed as a possible way of providing standards to the profession. READ MORE

  4. 3. Using Machine Learning to Optimize Near-Earth Object Sighting Data at the Golden Ears Observatory

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

    Author : Laura Murphy; [2023]
    Keywords : Near-Earth Object Detection; Machine Learning; Deep Learning; Visual Transformers;

    Abstract : This research project focuses on improving Near-Earth Object (NEO) detection using advanced machine learning techniques, particularly Vision Transformers (ViTs). The study addresses challenges such as noise, limited data, and class imbalance. READ MORE

  5. 4. Efficient Sentiment Analysis and Topic Modeling in NLP using Knowledge Distillation and Transfer Learning

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

    Author : George Malki; [2023]
    Keywords : Large Language Model; RoBERTa; Knowledge distillation; Transfer learning; Sentiment analysis; Topic modeling; Stor språkmodell; RoBERTa; Kunskapsdestillation; överföringsinlärning; Sentimentanalys; Ämnesmodellering;

    Abstract : This abstract presents a study in which knowledge distillation techniques were applied to a Large Language Model (LLM) to create smaller, more efficient models without sacrificing performance. Three configurations of the RoBERTa model were selected as ”student” models to gain knowledge from a pre-trained ”teacher” model. READ MORE

  6. 5. Constructing and representing a knowledge graph(KG) for Positive Energy Districts (PEDs)

    University essay from Högskolan Dalarna/Institutionen för information och teknik

    Author : Mahtab Davari; [2023]
    Keywords : Knowledge graph; Positive Energy Districts PEDs ; longest path; Questions and Answers; Community Detection; Node Embedding; t-SNE plots; Edge Prediction;

    Abstract : In recent years, knowledge graphs(KGs) have become essential tools for visualizing concepts and retrieving contextual information. However, constructing KGs for new and specialized domains like Positive Energy Districts (PEDs) presents unique challenges, particularly when dealing with unstructured texts and ambiguous concepts from academic articles. READ MORE