Henryk Maciejewski

Knowl. Based Syst., 2024

2023

Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs.

[BibT_eX]

[DOI]

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2023, 2023

2022

PRISM: Principal Image Sections Mapping.

[BibT_eX]

[DOI]

Tomasz Szandala

Proceedings of the Computational Science - ICCS 2022, 2022

Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead.

[BibT_eX]

[DOI]

CoRR, 2021

HTTP2vec: Embedding of HTTP Requests for Detection of Anomalous Traffic.

[BibT_eX]

[DOI]

CoRR, 2021

Checking Robustness of Representations Learned by Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2021, 2021

Automated Method for Evaluating Neural Network's Attention Focus.

[BibT_eX]

[DOI]

Tomasz Szandala

Proceedings of the Computational Science - ICCS 2021, 2021

2020

IoT-Based Cow Health Monitoring System.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Utilizing Local Outlier Factor for Open-Set Classification in High-Dimensional Data - Case Study Applied for Text Documents.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems and Applications, 2019

Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec.

[BibT_eX]

[DOI]

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2019

Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Low-Dimensional Classification of Text Documents.

[BibT_eX]

[DOI]

Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019

2018

Feature Extraction in Subject Classification of Text Documents in Polish.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Bag-of-Words, Bag-of-Topics and Word-to-Vec Based Subject Classification of Text Documents in Polish - A Comparative Study.

[BibT_eX]

[DOI]

Proceedings of the Contemporary Complex Systems and Their Dependability, 2018

2017

Deep Learning methods for Subject Text Classification of Articles.

[BibT_eX]

[DOI]

Piotr Semberecki

Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016

Distributed Classification of Text Documents on Apache Spark Platform.

[BibT_eX]

[DOI]

Piotr Semberecki

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2014

Gene set analysis methods: statistical models and methodological differences.

[BibT_eX]

[DOI]

Briefings Bioinform., 2014

2012

Comparison of Data Exploration Methods and the BLUP Method in Application to the Animals Breeding.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing Theories and Applications, 2012

Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks.

[BibT_eX]

[DOI]

Mateusz Sztukowski

Andrzej Cader

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Enhancing Recognition of a Weak Class - Comparative Study Based on Biological Population Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Study on the Impact of Affinity on the Results of Data Mining in Biological Populations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011

Class Prediction in Microarray Studies Based on Activation of Pathways.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Competitive and self-contained gene set analysis methods applied for class prediction.

[BibT_eX]

[DOI]

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

2009

Model Instability in Microarray Gene Expression Class Prediction Studies.

[BibT_eX]

[DOI]

Piotr Twaróg

Proceedings of the Computer Aided Systems Theory, 2009

Reliability Centered Maintenance of Repairable Equipment.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Dependability of Computer Systems, 2009

2008

Predictive Performance of Top Differentially Expressed Genes in Microarray Gene Expression Studies.

[BibT_eX]

[DOI]

Proceedings of the Information Technologies in Biomedicine, 2008

Adaptive Selection of Feature Set Dimensionality for Classification of DNA Microarray Samples.

[BibT_eX]

[DOI]

Proceedings of the Computer Recognition Systems 2, 2008

Estimation of repairable system availability within fixed time horizon.

[BibT_eX]

[DOI]

Dariusz Caban

Reliab. Eng. Syst. Saf., 2008

Quality of Feature Selection Based on Microarray Gene Expression Data.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2008

Data Exploration Methods for Transport System Dependability Analysis.

[BibT_eX]

[DOI]

Tomasz Lipnicki

Proceedings of the Third International Conference on Dependability of Computer Systems, 2008

2007

Building a predictive model from data in high dimensions with application to analysis of microarray experiments.

[BibT_eX]

[DOI]

Lukasz Konarski

Proceedings of the 2007 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2007), 2007

Problem of Model Selection for Estimation of Equipment Remaining Life.

[BibT_eX]

[DOI]

George J. Anders

Proceedings of the 2007 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2007), 2007

2006

Analysis of DNA microarray data methods and tools.

[BibT_eX]

Bio Algorithms Med Syst., 2006

Estimation of Impact of Maintenance Policies on Equipment Risk of Failure.

[BibT_eX]

[DOI]

George J. Anders

Proceedings of the 2006 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2006), 2006

2005

Explanatory Analysis of Data from a Distributed Solar Collector Field.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory, 2005

Hierarchical Control of a Distributed Solar Collector Field.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory, 2005

Clustering DNA Microarray Data.

[BibT_eX]

[DOI]