Classification of Medical Images in the Domain of Melanoid Skin Lesions. - Zdzislaw S. Hippe; Jerzy W. Grzymala-Busse; Piotr Blajdo; Maksymilian Knap; Teresa Mroczek; Wieslaw Paja; Mariusz Wrzesien (CORES, 2005)

Medical Datasets Analysis: A Constructive Induction Approach. - Wieslaw Paja; Mariusz Wrzesien (ICDM, 2010)

A New Hybrid Method of Generation of Decision Rules Using the Constructive Induction Mechanism. - Wieslaw Paja; Krzysztof Pancerz; Mariusz Wrzesien (RSKT, 2010)

Automatic System for Classification of Melanocytic Skin Lesions Based on Images Recognition. - Pawel Cudek; Wieslaw Paja; Mariusz Wrzesien (ICMMI, 2011)

Image Recognition System for Diagnosis Support of Melanoma Skin Lesion. - Pawel Cudek; Wieslaw Paja; Mariusz Wrzesien (SIIS, 2011)

Experiments with Hybridization and Optimization of the Rules Knowledge Base for Classification of MMPI Profiles. - Jerzy Gomula; Wieslaw Paja; Krzysztof Pancerz; Teresa Mroczek; Mariusz Wrzesien (ICDM, 2011)

Melanoma Diagnosis and Classification Web Center System: The Non-invasive Diagnosis Support Subsystem. - Wieslaw Paja; Mariusz Wrzesien (ICDM, 2011)

A Constructive Feature Induction Mechanism Founded on Evolutionary Strategies with Fitness Functions Generated on the Basis of Decision Trees. - Mariusz Wrzesien; Wieslaw Paja; Krzysztof Pancerz (RSKT, 2011)

Classification of Voice Signals through Mining Unique Episodes in Temporal Information Systems: A Rough Set Approach. - Krzysztof Pancerz; Wieslaw Paja; Mariusz Wrzesien; Jan Warchol (CS&P, 2012)

Decision Rules Development Using Set of Generic Operations Approach. - Wieslaw Paja; Mariusz Wrzesien (ICDM, 2012)

Melanoma important features selection using random forest approach. - Wieslaw Paja; Mariusz Wrzesien (HSI, 2013)

Active enhancer positions can be accurately predicted from chromatin marks and collective sequence motif data. - Agnieszka Podsiadlo; Mariusz Wrzesien; Wieslaw Paja; Witold R. Rudnicki; Bartek Wilczynski (BMC Syst. Biol., 2013)

All Relevant Feature Selection Methods and Applications. - Witold R. Rudnicki; Mariusz Wrzesien; Wieslaw Paja (Feature Selection for Data and Pattern Recognition, 2015)

Power System Islanding by the Hierarchical Clustering. - Roman P. Bazylevych; Mariusz Wrzesien; Lubov Bazylevych (CSIT (1), 2019)

Prediction of the apple scab using machine learning and simple weather stations. - Mariusz Wrzesien; Waldemar Treder; Krzysztof Klamkowski; Witold R. Rudnicki (Comput. Electron. Agric., 2019)

A Set of Nets Planarization for Electronic Devices' Physical Design Automation. - Roman P. Bazylevych; Mariusz Wrzesien; Lubov Bazylevych (CSIT (1), 2020)

Time Series Processing with Cognitive Maps. The Case of General Forecast Modeling for Time Series of Similar Nature. - Milosz Wrzesien; Mariusz Wrzesien; Wladyslaw Homenda (FUZZ-IEEE, 2022)

Time Series Classification Using Images. - Wladyslaw Homenda; Agnieszka Jastrzebska; Mariusz Wrzesien (ISD, 2022)

Classification of Time Series Using FCM-Based Forecasting Models. - Milosz Wrzesien; Mariusz Wrzesien (FUZZ, 2023)

Time Series Classification Using Images: The Case Of SAX-Like Transformation. - Milosz Wrzesien; Mariusz Wrzesien; Wladyslaw Homenda (ISD, 2023)

Time series classification with their image representation. - Wladyslaw Homenda; Agnieszka Jastrzebska; Witold Pedrycz; Mariusz Wrzesien (Neurocomputing, 2024)