Bronchopulmonary Dysplasia Prediction Using Support Vector Machine and LIBSVM. - Marcin Ochab; Wieslaw Wajs (FedCSIS, 2014)

Arterial Blood Gases Forecast Optimization by Artificial Neural Network Method. - Wieslaw Wajs; Piotr Wais; Marcin Ochab; Hubert Wojtowicz (ITIB (1), 2016)

Statistical Method for the Problem of Bronchopulmonary Dysplasia Classification in Pre-mature Infants. - Wieslaw Wajs; Hubert Wojtowicz; Piotr Wais; Marcin Ochab (KES-IDT (1), 2016)

Expert system supporting an early prediction of the bronchopulmonary dysplasia. - Marcin Ochab; Wieslaw Wajs (Comput. Biol. Medicine, 2016)

Prediction of Arterial Blood Gases Values in Premature Infants with Respiratory Disorders. - Wieslaw Wajs; Hubert Wojtowicz; Piotr Wais; Marcin Ochab (ACIIDS (2), 2017)

Bronchopulmonary Dysplasia Prediction Using Naive Bayes Classifier. - Wieslaw Wajs; Marcin Ochab; Piotr Wais; Kamil Trojnar; Hubert Wojtowicz (DPS, 2017)

Newborn Arterial Blood Gas Prediction. - Wieslaw Wajs; Piotr Kruczek; Piotr Szymanski; Magdalena Bukowczan; Piotr Wais; Marcin Ochab (CISP-BMEI, 2018)

Arterial Flows in Bronchopulmonary Dysplasia Prediction. - Wieslaw Wajs; Piotr Kruczek; Piotr Szymanski; Piotr Wais; Marcin Ochab (ITIB, 2018)

Effective construction of classifiers with the k-NN method supported by a concept ontology. - Jan G. Bazan; Stanislawa Bazan-Socha; Marcin Ochab; Sylwia Buregwa-Czuma; Tomasz Nowakowski; Miroslaw Wozniak (Knowl. Inf. Syst., 2020)

Human- and Machine-Generated Traffic Distinction by DNS Protocol Analysis. - Marcin Ochab; Marcin Mrukowicz; Jaromir Sarzynski; Urszula Bentkowska (FUZZ-IEEE, 2021)

Self-tuning framework to reduce the number of false positive instances using aggregation functions in ensemble classifier. - Wojciech Galka; Jan G. Bazan; Urszula Bentkowska; Marcin Mrukowicz; Pawel Drygas; Marcin Ochab; Piotr Suszalski; Sebastian Obara (KES, 2024)

Real-time anonymisation of DNS network traffic. - Marcin Ochab; Marcin Mrukowicz; Jaromir Sarzynski; Piotr Molenda (KES, 2024)

A scalable data acquisition system for the efficient processing of DNS network traffic. - Marcin Ochab; Marcin Mrukowicz; Jaromir Sarzynski; Wojciech Rzasa (KES, 2024)