Malgorzata Bach

According to our database, Malgorzata Bach authored at least 14 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

CLEANSE - Cluster-based Undersampling Method.

Malgorzata Bach, Paulina Trofimiak, Daniel Kostrzewa, Aleksandra Werner

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022

New Undersampling Method Based on the kNN Approach.

Malgorzata Bach

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

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

Improvement of Random Undersampling to Avoid Excessive Removal of Points from a Given Area of the Majority Class.

Malgorzata Bach, Aleksandra Werner

Proceedings of the Computational Science - ICCS 2021, 2021

2020

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, Joanna Polanska, Marek Sikora

CoRR, 2020

2019

The Proposal of Undersampling Method for Learning from Imbalanced Datasets.

Malgorzata Bach, Aleksandra Werner, Mateusz Palt

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

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

Cost-Sensitive Feature Selection for Class Imbalance Problem.

Malgorzata Bach, Aleksandra Werner

Proceedings of the Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology - ISAT 2017, 2017

NoSQL E-learning Laboratory - Interactive Querying of MongoDB and CouchDB and Their Conversion to a Relational Database.

Aleksandra Werner, Malgorzata Bach

Proceedings of the Man-Machine Interactions 5, 2017

2016

Performance Aspect of the In-Memory Databases Accessed via JDBC.

Daniel Kostrzewa, Malgorzata Bach, Robert Brzeski, Aleksandra Werner

Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016

2015

Hybrid Column/Row-Oriented DBMS.

Malgorzata Bach, Aleksandra Werner

Proceedings of the Man-Machine Interactions 4, 2015

Project Management in the Scrum Methodology.

Maria Tytkowska, Aleksandra Werner, Malgorzata Bach

Proceedings of the Beyond Databases, Architectures and Structures, 2015

2014

Standardization of NoSQL Database Languages.

Malgorzata Bach, Aleksandra Werner

Proceedings of the Beyond Databases, Architectures, and Structures, 2014

2013

The Storage Organisation Influence on Database Operations Performance.

Katarzyna Harezlak, Aleksandra Werner, Malgorzata Bach, Adam Duszenko

Proceedings of the Man-Machine Interactions 3, 2013