Agnieszka Nowak-Brzezinska

Orcid: 0000-0001-7238-1170

According to our database1, Agnieszka Nowak-Brzezinska authored at least 52 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Decision Rule Clustering - Comparison of the Algorithms.
Proceedings of the Rough Sets - International Joint Conference, 2023

Improving Detection Efficiency: Optimizing Block Size in the Local Outlier Factor (LOF) Algorithm.
Proceedings of the Rough Sets - International Joint Conference, 2023

The similarity of the similarity measures in the context of clustering algorithms for categorical data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Comparative analysis of selected algorithms for qualitative data clustering.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Detecting outliers in rule-based knowledge bases using Self-Organizing Map and Local Outlier Factor algorithms.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022
How the Outliers Influence the Quality of Clustering?
Entropy, 2022

Self-Organizing Map algorithm as a tool for outlier detection.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Outlier Detection for Categorial Data Using Clustering Algorithms.
Proceedings of the Computational Science - ICCS 2022, 2022

The Quality of Clustering Data Containing Outliers.
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021
Qualitative Data Clustering to Detect Outliers.
Entropy, 2021

Outliers in Covid 19 data based on Rule representation - the analysis of LOF algorithm.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020
Exploration of Outliers in If-Then Rule-Based Knowledge Bases.
Entropy, 2020

Outliers in rules - the comparision of LOF, COF and KMEANS algorithms.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019
Exploration of rule-based knowledge bases: A knowledge engineer's support.
Inf. Sci., 2019

2018
Feature Selection Approach for Rule-Based Knowledge Bases.
Proceedings of the Advances in Feature Selection for Data and Pattern Recognition, 2018

Enhancing the Efficiency of a Decision Support System through the Clustering of Complex Rule-Based Knowledge Bases and Modification of the Inference Algorithm.
Complex., 2018

Different Methods for Cluster's Representation and Their Impact on the Effectiveness of Searching Through Such a Structure.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Experimental Implementation of Web-Based Knowledge Base Verification Module.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Methods of Rule Clusters' Representation in Domain Knowledge Bases.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017
Outlier mining in rule-based knowledge bases.
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Comparison of similarity measures in context of rules clustering.
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Decision Fusion Methods in a Dispersed Decision System - A Comparison on Medical Data.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

Knowledge Exploration in Medical Rule-Based Knowledge Bases.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

Influence of Similarity Measures for Rules and Clusters on the Efficiency of Knowledge Mining in Rule-Based Knowledge Bases.
Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017

2016
Mining Rule-based Knowledge Bases Inspired by Rough Set Theory.
Fundam. Informaticae, 2016

KBExplorator and KBExpertLib as the Tools for Building Medical Decision Support Systems.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

Intersection Method, Union Method, Product Rule and Weighted Average Method in a Dispersed Decision-Making System - a Comparative Study on Medical Data.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

Mining Medical Knowledge Bases.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

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

2015
Goal-Driven Inference for Web Knowledge Based System.
Proceedings of the Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology - ISAT 2015, 2015

Exploration of Knowledge Bases Inspired by Rough Set Theory.
Proceedings of the 24th International Workshop on Concurrency, 2015

2014
Exploratory Clustering and Visualization.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

New Inference Algorithms Based on Rules Partition.
Proceedings of the 23th International Workshop on Concurrency, Specification and Programming, Chemnitz, Germany, September 29, 2014

The Incompleteness Factor Method as a Support of Inference in Decision Support Systems.
Proceedings of the Beyond Databases, Architectures, and Structures, 2014

2013
Complex Decision Systems and Conflicts Analysis Problem.
Fundam. Informaticae, 2013

2012
Density-Based Method for Clustering and Visualization of Complex Data.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

Inference Processes Using Incomplete Knowledge in Decision Support Systems - Chosen Aspects.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

Knowledge Mining Approach for Optimization of Inference Processes in Rule Knowledge Bases.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012 Workshops, 2012

Visual modeling of condition monitoring systems.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

2011
Application of standard algorithms of automatic signal separation in medicine.
Bio Algorithms Med Syst., 2011

Efficiency of Complex Data Clustering.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Inference Processes in Decision Support Systems with Incomplete Knowledge.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Towards a Practical Approach to Discover Internal Dependencies in Rule-Based Knowledge Bases.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

2009
Clustering of Partial Decision Rules.
Proceedings of the Man-Machine Interactions, 2009

The Way of Rules Representation in Composited Knowledge Bases.
Proceedings of the Man-Machine Interactions, 2009

2008
From Information System to Decision Support System.
Trans. Rough Sets, 2008

2007
From an Information System to a Decision Support System.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

2006
Optimization of Speech Recognition by Clustering of Phones.
Fundam. Informaticae, 2006

The Inference Processes on Clustered Rules.
Proceedings of the Intelligent Information Processing and Web Mining, 2006

Towards Modular Representation of Knowledge Base.
Proceedings of the Intelligent Information Processing and Web Mining, 2006

2005
The Concept of the Hierarchical Clustering Algorithms for Rules Based Systems.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

2004
The Efficiency of the Rules' Classification Based on the Cluster Analysis Method and Salton's Method.
Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004


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