1. Department of Informatics (KIS) Nicolaus Copernicus University
7 prof/hab: A. Cichocki (RIKEN, Japan), W. Duch, J. Meller (Univ. of Cincinnati); R. Adamczak, K. Grąbczewski, N. Jankowski, O. Sokolov
2 assistant professors (M. Grochowski, T. Piotrowski);
5 research assistants, 7 doctoral students
Cooperation with R&D units in USA, Singapore, Japan, multiple EU countries.

2. Research fields Computer Vision, Oculometry, Accelerometry
Artificial Intelligence, Neural Networks
Data mining, Big Data, semantic text analysis
Signal processing: audio, video, EEG, fMRI, spirography, IoT
Bioinformatics, Biological system modelling
Medical Informatics, psychometry, neuroinformatics,
Neurocognitive research: development support in infants and children, fonematic hearing development, interactive toys and cribs, develepmental, diagnostical, therapeutical games

3. Joint Signal classification and compression
Time series compression with autoencoder
Reduced dimensionality signal classification

4. Ghostminer Google: ghostminer
Data mining and business intelligence project realized at KIS in 1998 – 2004
GhostMiner – advanced data exploration tool branded by Fujitsu
Advanced machine learning algorithms
Data selection, cleansing, pre-processing,
Model validation, mulitmodal data support, ensemles, k-classifiers, data visualization
Multiple users worldwide

5. Intemi – intelligent miner
Resolves problems related to data mining frameworks: steep learning curve, hundreds of components, expert knowledge is required to create solutions in these frameworks, development of generative models is expensive and time consuming
Intemi utilizes meta-learning for automatic data exploration and model generation from data.
Multilevel industrial, medical, financing data analysis. Insurance and bank sector.

6. Gaze Controlled Application Framework
Personalized user interface programming for gaze trackers

9. Biomedical Signal Analysis

10. Video processing Multiview, 3D, 360-degree video.
Acquisition, calibration, denoising, color interpolation, super-resolution, rectification, registration, motion estimation, compression, virtual view synthesis, computational optimization.
Computer Vision, Image-Based Measurement, Crafted Acquistion Systems

12. Level crossing safety system developed as MSc thesis
background subtraction
object segmentation
Own test sequences
Motion field processing
Classification