Sustainable management of orchard fields requires detailed information about the tree types, which is a main component of precision agriculture programs. To this end, hyperspectral imagery can play a major role in orchard tree species mapping. Efficient use of hyperspectral data in combination with field measurements requires the development of opt...
Published in Biometrical Letters
The usefulness of combining methods is examined using the example of microarray cancer data sets, where expression levels of huge numbers of genes are reported. Problems of discrimination into two groups are examined on three data sets relating to the expression of huge numbers of genes. For the three examined microarray data sets, the cross-valida...
Globalization, radical and frequent changes as well as the increasing importance of applying knowledge through the efficient implementation of innovation is critical under the current circumstances. Innovation has been the source of businesses competitive advantage, but it is not restricted to technological innovations, and thus marketing innovatio...
Published in Foods
The aim of the paper was to determine the relationship between the physical activity undertaken by Polish consumers and their attitude towards organic food. The motives for the selection of organic food, the barriers that consumers face when buying it, and the requirements set by consumers were determined. The research was carried out by means of a...
Published in Journal of biophotonics
When developing a Raman spectral library to identify bacteria, differences between laboratory and real world conditions must be considered. For example, culturing bacteria in laboratory settings is performed under conditions for ideal bacteria growth. In contrast, culture conditions in the human body may differ and may not support optimized bacteri...
Due to limited resources, effective urban development policies require the identification of key development areas and priorities. The existing development strategies or results of statistical analyses can be used for this purpose. In the latter case, one of methods of multidimensional analysis can be used – discriminant analysis. Although it is ap...
Published in Proceedings of the International Conference on Applied Statistics
There has been a shift in medicine from relying on clinical biomarkers to including patient-reported outcome measures. From a healthcare perspective, health-related quality of life (HRQOL) measures can be used to enhance patient care and reducing treatment cost for patients. Given the possible importance of Medical Outcome Study in medicine, and th...
Dimensionality Reduction (DR) models are highly useful for tackling Hyperspectral Images (HSIs) classification tasks. They mainly address two issues: the curse of dimensionality with respect to spectral features, and the limited number of labeled training samples. Among these DR techniques, the Graph-Embedding Discriminant Analysis (GEDA) framework...
The business activity of medical units is assessed on the basis of economic resources that could allow to assess the effectiveness of the examined business entity. The set of analytical measures and indicators is helpful in assessing the financial condition of the medical institution. The article aims to assess the utility of measures of the financ...
The business activity of medical units is assessed on the basis of economic resources that could allow to assess the effectiveness of the examined business entity. The set of analytical measures and indicators is helpful in assessing the financial condition of the medical institution. The article aims to assess the utility of measures of the financ...
