Research Areas:
| # | Research Area | Scientific discipline |
|---|---|---|
| 41 |
Optical transmission in free space and in optical fibers with application of advanced digital signal processing methods, multiplexing and coding to increase the spectral efficiency of optical transmission with both coherent and direct detection. Designing new techniques to counter the effects of in…
More
|
Information and Communication Technology |
| 42 |
My main research interests include application of Artificial Intelligence and Machine Learning to the development of general-purpose human-like / human-level learning and problem-solving methods. Building such multi-purpose solving systems includes, among others, the concepts of explainability, uni…
More
|
Information and Communication Technology |
| 43 |
General research are is digital processing of radar signals (or other signals with similar properties - echolocation, acoustic localization).
Specific areas proposed for a PhD student are:
- nonuniform sampling and incomplete data problems (including, but not limited to Compressed Sensing and its…
More
|
Information and Communication Technology |
| 44 |
Operations and Maintenance system in 6G Mobile Networks: analysis of Machine Learning impact in the network management as a whole (multi-agent environment)
More
|
Information and Communication Technology |
| 45 |
Use of information technology for proactive detection (identification and exposure) of disinformation and misinformation content - automated methods for flagging disinformation content, tracking propagation channels, detecting original sources of spreading false information. I am primarily interest…
More
|
Information and Communication Technology |
| 46 |
Theory and algorithms of intelligent hypercomplex signal processing: The research is concentrated on the theory and search of practical applications of theoretical results in multidimensional signal processing. Nowadays, the methods of intelligent signal processing are extensively developping as th…
More
|
Information and Communication Technology |
| 47 |
Theoretical studies and experiments in the domain of multidimensional complex and hypercomplex signals: The research is focused on development of theory and looking for possible practical applications of theoretical results in 2-D and 3-D signal processing. The theoretical part concerns the develop…
More
|
Information and Communication Technology |
| 48 |
1)Methods of detection and classification of heart abnormalities using deep learning techniques - concerns techniques and algorithms for processing ECG signals for automatic detection and classification of heart abnormalities using deep machine learning methods. It is planned to use a variety of d…
More
|
Information and Communication Technology |
| 49 |
cyber security, network security, IoT security, ICS security, malware analysis, HoneyPot systems
More
|
Information and Communication Technology |
| 50 |
Research Area of the Research Group on Radar Imaging Techniques, lead by dra hab. inż. Piotr Samczyński, prof. WUT, specializes in digital signal processing for the creation of two-dimensional (2D) and three-dimensional (3D) radar images using the synthetic aperture technique (SAR – Synthetic Apert…
More
|
Information and Communication Technology |
| 51 |
Research in the field of methods of observing new cyber attacks: anomaly detection and network steganography. The study aims to uncover cybercrimes through digital forensics effectively. The primary research issue is the development of new methods of observing phenomena, in particular in ICT networ…
More
|
Information and Communication Technology |
| 52 |
The research area covers the issues of image processing, computer vision, machine learning (including deep learning) and broadly understood artificial intelligence.
More
|
Information and Communication Technology |
| 53 |
Data analysis systems in various aspects: applications, modeling and implementation, the use of machine learning and artificial intelligence, SQL and NoSQL databases, structured and unstructured data, Big Data, optimization, visualization and understanding of data, data context and environment, eff…
More
|
Information and Communication Technology |
| 54 |
see https://www.gagolewski.com/
More
|
Information and Communication Technology |
| 55 |
1) Different categories of radar clutter and telecommunications interferences have probability distributions, the "tails" of which can be treated in a uniform way using the extreme value theory (EVT). This theory, however, describes only the asymptotic behavior of these distributions, for the detec…
More
|
Information and Communication Technology |
| 56 |
I deal with research on the practical aspects of using artificial intelligence. In particular, in recent years, my research has focused on: (1) the use of semantic technologies to represent and use knowledge, (2) the use of artificial intelligence methods in IoT systems (especially in situations wh…
More
|
Information and Communication Technology |
| 57 |
Research in the application of innovative techniques in the area of cybersecurity of information systems. The aim of the research is to develop mechanisms to increase the level of cybersecurity of computer systems, information networks or hardware implementations of systems (FPGA, ASIC, SoC) by app…
More
|
Information and Communication Technology |
| 58 |
The use of artificial intelligence methods for detection, tracking and target recognition in radar. Nowadays, artificial intelligence methods are used in more and more different fields. One of them is radar. The classic approach to radar uses methods and algorithms for the detection, tracking and r…
More
|
Information and Communication Technology |
| 59 |
Research on software engineering automation This research topic pertains to the influence of software development automation tools on the development process and monitoring, maintenance and further evolution of software. It is planned to undertake research on methods and … More
|
Information and Communication Technology |
| 60 |
Research on low-code systems (new generation visual general purpose programming languages) This research topic pertains to programming languages based on a visual paradigm and related to conceptual programming, knowledge modelling and constrained natural language. It is p… More
|
Information and Communication Technology |