Browsing by Subject "Machine learning"

Now showing items 1-3 of 3

    • Advanced Deep Learning Approaches for Automated Diagnosis of Cardiac Arrhythmia in Multi-lead ECG Signals 

      Dharshini G, Divya; R, Mohith; B, Sharmila; C, Saraswathy (2025 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 24, 2025, Vilnius, Lithuania, 2025)
      Atrial fibrillation (AF) is a widespread and life-threatening heart arrhythmia disorder that affects over a million persons worldwide, predominantly older adults. The exact detection of AF is important, but the complication ...

    • Investigation of Pneumonia Detection using Convolutional Neural Networks 

      Cicėnas, Benediktas; Abromavičius, Vytautas (2022 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 21, 2022, Vilnius, Lithuania, 2022)
      With the advance of Covid-19 pneumonia and its complications increased the load of radiologists several times. The pneumonia detection usually is performed by examination of chest X-Ray radiograph by the radiologists. This ...

    • Machine Learning and Statistical Techniques for Outlier Detection in Smart Home Energy Consumption 

      Krishna, N. Sri; Pavan Kumar, Y. V.; Prakash, K. Purna; Pradeep Reddy, G. (2024 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream), April 25, 2024, Vilnius, Lithuania, 2024)
      Due to the continuous increase of smart home culture worldwide, large volumes of energy consumption data gained the attention of data scientists. Smart meters capture the energy consumption readings at a predefined rate ...