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Research

The Intelligent Information Systems Lab at the Technical University of Košice is a hub of innovation and exploration in the field of computer science. Our research is dedicated to advancing the understanding and application of intelligent systems in various domains. Our team is engaged in cutting-edge projects that encompass a wide range of interests, including big data analytics, financial stability studies, human-centric computing, next-generation networks, and intelligent 5G management. Our commitment to excellence in research is matched by our dedication to fostering a collaborative environment where ideas can flourish. Join us as we explore the frontiers of intelligent systems and their transformative impact on society.

7 publications

Voice as a Digital Biomarker
The human voice contains rich physiological and neurological information that can serve as a powerful, non-invasive digital biomarker for disease detection. Our research focuses on developing advanced artificial…
  • Digital Biomarker
  • Health Screening
  • +2

6 publications

Feature Selection for Big Data
High-dimensional datasets frequently arise in areas such as social media analysis, natural language processing, image recognition, and bioinformatics. These datasets may contain tens of thousands of features while having…
  • Big Data
  • Data Mining
  • +2
PB

8 publications

Bankruptcy Prediction and Decision Support Systems for Digital Businesses
Limited liability companies can face serious financial difficulties due to adverse economic conditions or unsuccessful business activities. In severe cases, these challenges may lead to bankruptcy. Early identification…
  • Bankruptcy
  • Big Data
  • +3

4 publications

Machine Learning for Handwriting and Speech Analysis
Functional handwriting involves complex interactions among physical, cognitive, and sensory systems. Impairments in many aspects of these systems are associated with several diseases and disorders, such as…
  • Biomedical Signal Processing
  • Data Mining
  • +2

2 publications

Dynamic Spectrum Distribution in 5G and Beyond 5G systems
As one of finite resources in wireless communication, spectrum bands are becoming scarcer and should be utilized more efficiently. Thus, the spectrum utilization efficiency is one of the most challenging issues related…
  • Spectrum Sharing
  • Spectrum Trading
  • +1

2 publications

Intelligent Management for 5G and Beyond 5G systems
The deployment of heterogeneous networks, application of the dynamic spectrum and the use of unlicensed frequency spectrum are the basic technological solutions accompanying the deployment of 5th generation (5G) mobile…
  • Deep Learning
  • Machine Learning
  • +2

9 publications

Medical Imaging
Remarkable progress has been made in image recognition, primarily due to the availability of large-scale annotated datasets and advances in convolutional neural networks. Digitalization in medicine and introduction of…
  • Computed Tomography
  • Computer Vision
  • +2
PB