Essays about: "Sound Classification"

Showing result 1 - 5 of 52 essays containing the words Sound Classification.

  1. 1. Microstructures and Compressive Strength of Lake Ice in Sweden A structural Documentation and Compressive Strength Analysis of Lake Ice Cores from Uppsala, using the SonReb Method

    University essay from Göteborgs universitet/Institutionen för geovetenskaper

    Author : Julia Ladefoged; [2023-08-18]
    Keywords : ;

    Abstract : Lake ice have been utilized by humans through centuries, as transportation routes and recreational activities to name a few (Sharma et al., 2019). Despite our frequent usage of lake ice there is a lack of extensive knowledge of it. READ MORE

  3. 2. A Machine Learning Approach to Skin Cancer Delineation on Photoacoustic Imaging

    University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Alice Fracchia; [2023]
    Keywords : Skin cancer; carcinoma; photoacoustic imaging; ultrasound imaging; machine learning; dimensionality reduction; sandpiles algorithm; active contour; multilayer perception MLP ; convolutional neural networks CNN ; autoencoder; Physics and Astronomy;

    Abstract : Skin cancer is a growing public health concern due to its prevalence among the population. Current clinical procedures require high invasiveness and multiple surgeries, which are responsible for patient discomfort and high medical expenses. READ MORE

  4. 3. The sound of rage : the perceived impact of misophonia on daily life and relationships

    University essay from Umeå universitet/Institutionen för psykologi

    Author : Silvia Estela Morales Gutiérrez; [2023]
    Keywords : misophonia; emotional dysregulation; auditory stimuli; decreased sound tolerance; sound sensitivity; aversive sounds; select sound sensitivity syndrome;

    Abstract : Misophonia is a condition characterized by a strong physiological, emotional, and behaviouralresponse to specific auditory stimuli, which have a significant negative impact on the wellbeingof affected individuals. The present investigation focuses on emotional dysregulation, which arises due to the triggering of specific auditory stimuli. READ MORE

  5. 4. Exploring Alarm Data for Improved Return Prediction in Radios : A Study on Imbalanced Data Classification

    University essay from Uppsala universitet/Matematiska institutionen

    Author : Sofia Färenmark; [2023]
    Keywords : Imbalanced data classification; LASSO; Boruta; SVM; RFC; neural network; decision tree; AUC; AUPRC;

    Abstract : The global tech company Ericsson has been tracking the return rate of their products for over 30 years, using it as a key performance indicator (KPI). These KPIs play a critical role in making sound business decisions, identifying areas for improvement, and planning. READ MORE

  6. 5. FEW-SHOT CLASSIFICATION OF EEG WITH QUASI-INDUCTIVE TRANSFER LEARNING

    University essay from Lunds universitet/Matematisk statistik

    Author : Mathias Duedahl; [2022]
    Keywords : Few-Shot Learning; Transfer Learning; EEG Classification; Deep Convolutional Neural Network; DNN; CNN; EEG; FSL; TL; Mathematics and Statistics;

    Abstract : Brain-computer interfaces (BCIs) are devices that enable people with disabilities to use their thoughts to control external devices and restore or improve their bodily functions. One important aspect of BCIs is the classification of electroencephalography (EEG) signals, which measure brain activity and can be difficult to interpret. READ MORE