Essays about: "Preprocessing"

Showing result 36 - 40 of 253 essays containing the word Preprocessing.

  1. 36. Motor Imagery Signal Classification using Adversarial Learning - A Systematic Literature Review

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

    Author : Osama Mahmudi; Shubhra Mishra; [2023]
    Keywords : Adversarial Learning; Motor Imagery; BCI; EEG; Machine Learning;

    Abstract : Context: Motor Imagery (MI) signal classification is a crucial task for developing Brain-Computer Interfaces (BCIs) that allow people to control devices using their thoughts. However, traditional machine learning approaches often suffer from limited performance due to inter-subject variability and limited data availability. READ MORE

  3. 37. Influence of Preprocessing Steps for Molecular Data on Deep Neural Network Performance

    University essay from Högskolan i Skövde/Institutionen för biovetenskap

    Author : Tajouj Malla; [2023]
    Keywords : ;

    Abstract : The massive accumulation of omics data requires effective computational tools to analyze and interpret such data. Deep learning (DL), a branch of machine learning (ML) and artificial intelligence (AI), has shed light on these challengings and achieved great success in bioinformatics. READ MORE

  4. 38. Automatic object detection and tracking for eye-tracking analysis

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Liv Cederin; Ulrika Bremberg; [2023]
    Keywords : Computer Vision; Object Detection; Object Tracking; Eye-Tracking; Annotation; Deblurring; Deep Learning; Motion Blur;

    Abstract : In recent years, eye-tracking technology has gained considerable attention, facilitating analysis of gaze behavior and human visual attention. However, eye-tracking analysis often requires manual annotation on the objects being gazed upon, making quantitative data analysis a difficult and time-consuming process. READ MORE

  5. 39. Detection of software incidents from large log material with the use of unsupervised machine learning

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

    Author : DIMITRIOS ANASTASIADIS; JAKUB LENART; [2022-06-20]
    Keywords : binary classification; log; anomaly detection; machine learning; Local Outlier Factor; Isolation Forest; PCA; LSTM-Autoencoder;

    Abstract : Computer systems generate log files, which contain information on the various operations performed by these systems. This information can support the process of error/failure detection and debugging. Therefore, anomalies can be spotted in the system through its produced log material. READ MORE

  6. 40. Ingredient-based Group Recommender for Recipes (IGR2)

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

    Author : John Lindblad; Jonas Meddeb; [2022-02-16]
    Keywords : recommender systems; data science; user-generated content; contentbased filtering; singular value decomposition; recipes; food; group recommender systems;

    Abstract : The number of food recipe options in modern society is vast and growing. While often being considered positive, the abundant options also lead to the so-called paradox of choice, i.e. that more options can lead to less happiness. READ MORE