Malgorzata Bach

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 12

Top Topics

Imbalanced Data

Top Venues

Publications

Malgorzata Bach, Paulina Trofimiak, Daniel Kostrzewa, Aleksandra Werner
CLEANSE - Cluster-based Undersampling Method. KES (2023)
Malgorzata Bach
New Undersampling Method Based on the kNN Approach. KES (2022)
Malgorzata Bach, Aleksandra Werner
Improvement of Random Undersampling to Avoid Excessive Removal of Points from a Given Area of the Majority Class. ICCS (3) (2021)
Malgorzata Bach, Aleksandra Werner, Magda Mrozik, Krzysztof A. Cyran
A hierarchy of finite state machines as a scenario player in interactive training of pilots in flight simulators. Int. J. Appl. Math. Comput. Sci. 31 (4) (2021)
Joanna Henzel, Joanna Tobiasz, Michal Kozielski, Malgorzata Bach, Pawel Foszner, Aleksandra Gruca, Mateusz Kania, Justyna Mika, Anna Papiez, Aleksandra Werner, Joanna Zyla, Jerzy Jaroszewicz, Joanna Polanska, Marek Sikora
Classification supporting COVID-19 diagnostics based on patient survey data. CoRR (2020)
Malgorzata Bach, Aleksandra Werner, Mateusz Palt
The Proposal of Undersampling Method for Learning from Imbalanced Datasets. KES (2019)
Aleksandra Werner, Malgorzata Bach
NoSQL E-learning Laboratory - Interactive Querying of MongoDB and CouchDB and Their Conversion to a Relational Database. ICMMI (2017)
Malgorzata Bach, Aleksandra Werner
Cost-Sensitive Feature Selection for Class Imbalance Problem. ISAT (1) (2017)
Malgorzata Bach, Aleksandra Werner, Joanna Zywiec, Wojciech Pluskiewicz
The study of under- and over-sampling methods' utility in analysis of highly imbalanced data on osteoporosis. Inf. Sci. 384 (2017)
Daniel Kostrzewa, Malgorzata Bach, Robert Brzeski, Aleksandra Werner
Performance Aspect of the In-Memory Databases Accessed via JDBC. BDAS (2016)
Maria Tytkowska, Aleksandra Werner, Malgorzata Bach
Project Management in the Scrum Methodology. BDAS (2015)
Malgorzata Bach, Aleksandra Werner
Hybrid Column/Row-Oriented DBMS. ICMMI (2015)
Malgorzata Bach, Aleksandra Werner
Standardization of NoSQL Database Languages. BDAS (2014)
Katarzyna Harezlak, Aleksandra Werner, Malgorzata Bach, Adam Duszenko
The Storage Organisation Influence on Database Operations Performance. ICMMI (2013)