Essays about: "importance of the study in computer science"

Showing result 1 - 5 of 11 essays containing the words importance of the study in computer science.

  1. 1. Improving echocardiogram view classification using diffusion models

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Luis Arevalo; Anouka Ranby; [2023-10-23]
    Keywords : Computer; science; computer science; engineering; project; artificial intelligence; machine learning; deep neural networks; diffusion models; synthetic data; echocardiogram classification;

    Abstract : In the field of medical science datasets are often highly imbalanced, where rare datapoints are of high importance. This study aims to explore the usage of synthetic datasets to improve the classification of echocardiogram views. READ MORE

  3. 2. Investigating Evacuation Factors on the KTH Computer Science Chapter Hall using 3D Cellular Automata

    University essay from KTH/Datavetenskap

    Author : Pontus Prüzelius; Michael Morales Sundstedt; [2022]
    Keywords : ;

    Abstract : Aspects regarding safety is always a concern when designing buildings, especially in times of emergencies. Thus, evacuations of said buildings are of paramount importance. READ MORE

  4. 3. A Case Study of Critical System Heuristics in a Student Project Setting

    University essay from Linköpings universitet/Programvara och system

    Author : Lawrence Zawahri; [2022]
    Keywords : Critical System Heuristics; Critical thinking; Requirements Engineering; Sustainability awareness framework; Ethical requirements;

    Abstract : This thesis aims to study the use of Critical System Heuristic (CSH) in the requirements engineering (RE) process of a student software project. We have studied a software project within the framework of the TDDD96 course at Linköping University. READ MORE

  5. 4. Understanding Traffic Cruising Causation : Via Parking Data Enhancement

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Mirza Jasarevic; [2021]
    Keywords : Machine Learning; Unsupervised Learning; Time Series; Parking; Dynamic Time Warping;

    Abstract : Background. Some computer scientists have recently pointed out that it may be more effective for the computer science community to focus more on data preparation for performance improvements, rather than exclusively comparing modeling techniques. READ MORE

  6. 5. Principal Component Analysis for STEM-EDS images: Optimal collection parameters

    University essay from Lunds universitet/Centrum för analys och syntes

    Author : Isac Lazar; [2020]
    Keywords : Principal Component Analysis; PCA; STEM; data analysis; machine learning; metal machining; materials; materials chemistry; materialkemi; Technology and Engineering;

    Abstract : STEM-EDS is a common technique used for compositional mapping in materials. The vasts amounts of raw data produced by STEM EDS is suitable for advanced analysis using methods in unsupervised machine learning. One powerful method is Principal Component Analysis (PCA) which can automatically discover significant chemical correlations in a sample. READ MORE