The Storage Organisation Influence on Database Operations Performance. - Katarzyna Harezlak; Aleksandra Werner; Malgorzata Bach; Adam Duszenko (ICMMI, 2013)

Standardization of NoSQL Database Languages. - Malgorzata Bach; Aleksandra Werner (BDAS, 2014)

Project Management in the Scrum Methodology. - Maria Tytkowska; Aleksandra Werner; Malgorzata Bach (BDAS, 2015)

Hybrid Column/Row-Oriented DBMS. - Malgorzata Bach; Aleksandra Werner (ICMMI, 2015)

Performance Aspect of the In-Memory Databases Accessed via JDBC. - Daniel Kostrzewa; Malgorzata Bach; Robert Brzeski; Aleksandra Werner (BDAS, 2016)

NoSQL E-learning Laboratory - Interactive Querying of MongoDB and CouchDB and Their Conversion to a Relational Database. - Aleksandra Werner; Malgorzata Bach (ICMMI, 2017)

Cost-Sensitive Feature Selection for Class Imbalance Problem. - Malgorzata Bach; Aleksandra Werner (ISAT (1), 2017)

The study of under- and over-sampling methods' utility in analysis of highly imbalanced data on osteoporosis. - Malgorzata Bach; Aleksandra Werner; Joanna Zywiec; Wojciech Pluskiewicz (Inf. Sci., 2017)

The Proposal of Undersampling Method for Learning from Imbalanced Datasets. - Malgorzata Bach; Aleksandra Werner; Mateusz Palt (KES, 2019)

Classification supporting COVID-19 diagnostics based on patient survey data. - Joanna Henzel; Joanna Tobiasz; Michal Kozielski; Malgorzata Bach; Pawel Foszner; Aleksandra Gruca; Mateusz Kania; Justyna Mika; Anna Papiez; Aleksandra Werner; Joanna Zyla; Jerzy Jaroszewicz; et al. (CoRR, 2020)

Improvement of Random Undersampling to Avoid Excessive Removal of Points from a Given Area of the Majority Class. - Malgorzata Bach; Aleksandra Werner (ICCS (3), 2021)

A hierarchy of finite state machines as a scenario player in interactive training of pilots in flight simulators. - Malgorzata Bach; Aleksandra Werner; Magda Mrozik; Krzysztof A. Cyran (Int. J. Appl. Math. Comput. Sci., 2021)

Applying NoSQL Data Adapter with the Learning Paths mechanism for better knowledge transfer in the age of distance learning. - Aleksandra Werner (KES, 2022)

CLEANSE - Cluster-based Undersampling Method. - Malgorzata Bach; Paulina Trofimiak; Daniel Kostrzewa; Aleksandra Werner (KES, 2023)