• Automated skin lesion assessment using mobile technologies and cloud platforms 

      Doukas, C.; Stagkopoulos, P.; Kiranoudis, C. T.; Maglogiannis, I. (2012)
      This paper presents a smart phone based system for storing digital images of skin areas depicting regions of interest (lesions) and performing self-assessment of these skin lesions within these areas. The system consists ...
    • A Covering Classification Rule Induction Approach for Big Datasets 

      Kolias V., Anagnostopoulos I., Kayafas E. (2015)
      With the ever increasing production of data from various heterogeneous sources in modern information societies, the need for scalable data-intensive processing is increasing. MapReduce quickly became the de facto framework ...
    • A Self-Pruning Classification Model for News 

      Akritidis L., Fevgas A., Bozanis P., Alamaniotis M. (2019)
      News aggregators are on-line services that collect articles from numerous reputable media and news providers and reorganize them in a convenient manner with the aim of assisting their users to access the information they ...
    • Towards the Interpretation of Convolutional Neural Networks for Image Classification Using Fuzzy Sets 

      Vasilakakis M., Sovatzidi G., Dimas G., Iakovidis D.K. (2022)
      Convolutional Neural Networks (CNNs) have demonstrated an outstanding performance on a range of image classification problems in various domains. However, their major drawback is that they are 'black box' and opaque ...
    • Using deep learning neural networks for ECG based authentication 

      Chamatidis I., Katsika A., Spathoulas G. (2017)
      Traditional password based authentication has been proven inadequate and the use of biometrics have provided multiple solutions through the past years. One of the most recent approaches to biometric authentication is using ...