Intelligent Information Systems Lab

For those interested in autonomous mobility and the research we are conducting in our lab, you can now watch my talk from the Future of Enterprise Innovation AI Conference, organized by Deutsche Telekom IT Solutions, on September 11, 2024, available on YouTube.

LIVE: AI CONFERENCE 2024 IN KOŠICE Meet the AI leaders - keynote speaker Henry Ajder, Pavlína Louženská, Filip Dřímalka, Tomáš Halász, Michal Nešpor, Cyril Sadovský, Michal Kováčik, Juraj Girm...

We have published a paper in the prestigious journal Robotics and Computer-Integrated Manufacturing that addresses advanced computer vision techniques based on Neural Radiance Fields (NeRFs) in robotic machinery and intelligent factories. The paper paves the way for further advancements in the domain of completely autonomous smart factories of the future, seamlessly controlled by sophisticated computer vision techniques. This research is the result of a strong collaboration between IISLAB (TUKE), the Luxembourg Institute of Science and Technology, and Lviv Polytechnic National University.

Journal link: https://www.sciencedirect.com/science/article/abs/pii/S0736584524000978

Arxiv:
https://arxiv.org/pdf/2308.07118

www.sciencedirect.com

Having a great time accompanied by my brilliant students.

👇👇👇

Významný úspech katedry v oblasti umelej inteligencie a autonómnej mobility vozidiel | Katedra počítačov a informatiky Kolektív autorov KPI (Ing. Marcel Vološin, Ing. Eugen Šlapak, Adam Petík a prof.

We proposed the parametric Bayesian optimizer for the optimisation of HW resources in mobile edge computing network. We investigated both, the economic impacts and performance improvement of the proposed model. The joint collaboration with King's College London (prof. Mischa Dohler, Weiqiang Guo) and Lviv Polytechnic National University (Dr. Taras Maksymyuk) was published in IEEE Access journal. Please, check our latest research here:

Cost-Effective Resource Allocation for Multitier Mobile Edge Computing in 5G Mobile Networks Mobile edge computing (MEC) is currently one of the key technologies that can facilitate the evolution of the future digitized economy. MEC can provide ubiquitous computational capabilities through the multitier deployment of servers to ensure lower latencies and tighter integration with 5G, the Int...

We trained artificial neural network to recognize Parkinson's Disease by looking on the patient's handwriting. Check out our recent paper Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson's Disease Diagnosis From Offline Handwriting

Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson's Disease Diagnosis From Offline Handwriting - IEEE Journals & Magazine IEEE Xplore, delivering full text access to the world's highest quality technical literature in engineering and technology. | IEEE Xplore

Pracovníci IISLAB-u pod vedením doc. Ing. Juraja Gazdu, PhD. v medzinárodnej spolupráci s King's College London (Veľká Británia), Lviv Polytechnic University (Ukrajina) a Univerzitou Pavla Jozefa Šafárika (UPJŠ) publikovali príspevok v prestížnom vedeckom časopise IEEE Communications Magazine s impact factorom IF = 11,1. Štúdia diskutuje možnosti využitia technológie blockchain a pokročilých metód umelej inteligencie na báze neurónových sietí v nastupujúcich komunikačných sieťach 5G, resp. 6G. Časopis IEEE Communications Magazine patrí dlhodobo medzi svetovo-uznávané a rešpektované a svoje práce v ňom publikujú vývojové tímy spoločností ako napr. Ericsson, Nokia Networks, Google ako aj najlepšie svetové univerzity.

Link na článok (dostupný zo siete TUKE):

Blockchain-Empowered Framework for Decentralized Network Management in 6G - IEEE Journals & Magazine IEEE Xplore, delivering full text access to the world's highest quality technical literature in engineering and technology. | IEEE Xplore

These days, IISLAB is visiting King's College London, Department of Informatics. We had very inspiring discussion with prof. Mischa Dohler regarding joint research, addressing the issues of blockchain, data mining and IoT. Prof. Mischa Dohler is a Fellow of the Royal Academy of Engineering, Fellow of the Institute of Electrical and Electronics Engineers (IEEE), Fellow of the Royal Society of Arts (RSA) and a Distinguished Member of Harvard Square Leaders Excellence. He is Professor in Wireless Communications at King's College London, where he directs the Centre for Telecommunications Research. We believe that IISLAB jointly with prof. Dohler's team can make nice contributions in the given areas in the future.

https://www.esetscienceaward.sk/sk/finalisti/jan-tkac

Finalisti | ESET Science Award

Our new computing server "Hermes" getting ready for action. Powered by AMD RYZEN Threadripper 2970WX CPU and GIGABYTE GeForce RTX 2080Ti GAMING OC 11G GPU.

Check out our recent paper on bankruptcy prediction:

Bankruptcy prediction for small- and medium-sized companies using severely imbalanced datasets Bankruptcy prediction is still important topic receiving notable attention. Information about an imminent bankruptcy threat is a crucial aspect of the…