Henryk Maciejewski

Orcid: 0000-0002-8405-9987

According to our database1, Henryk Maciejewski authored at least 43 papers between 2005 and 2024.

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Bibliography

2024
Discriminating feature ratio: Introducing metric for uncovering vulnerabilities in deep convolutional neural networks.
Knowl. Based Syst., 2024

2023
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs.
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.
Proceedings of the Computational Science - ICCS 2023, 2023

2022
PRISM: Principal Image Sections Mapping.
Proceedings of the Computational Science - ICCS 2022, 2022

Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis.
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.
CoRR, 2021

HTTP2vec: Embedding of HTTP Requests for Detection of Anomalous Traffic.
CoRR, 2021

Checking Robustness of Representations Learned by Deep Neural Networks.
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.
Proceedings of the Computational Science - ICCS 2021, 2021

Automated Method for Evaluating Neural Network's Attention Focus.
Proceedings of the Computational Science - ICCS 2021, 2021

2020
IoT-Based Cow Health Monitoring System.
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.
Proceedings of the Intelligent Systems and Applications, 2019

Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec.
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.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Low-Dimensional Classification of Text Documents.
Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019

2018
Feature Extraction in Subject Classification of Text Documents in Polish.
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.
Proceedings of the Contemporary Complex Systems and Their Dependability, 2018

2017
Deep Learning methods for Subject Text Classification of Articles.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2016
Distributed Classification of Text Documents on Apache Spark Platform.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

2014
Gene set analysis methods: statistical models and methodological differences.
Briefings Bioinform., 2014

2012
Comparison of Data Exploration Methods and the BLUP Method in Application to the Animals Breeding.
Proceedings of the Intelligent Computing Theories and Applications, 2012

Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Enhancing Recognition of a Weak Class - Comparative Study Based on Biological Population Data Mining.
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.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

Study on the Impact of Affinity on the Results of Data Mining in Biological Populations.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011
Class Prediction in Microarray Studies Based on Activation of Pathways.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Competitive and self-contained gene set analysis methods applied for class prediction.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

2009
Model Instability in Microarray Gene Expression Class Prediction Studies.
Proceedings of the Computer Aided Systems Theory, 2009

Reliability Centered Maintenance of Repairable Equipment.
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.
Proceedings of the Information Technologies in Biomedicine, 2008

Adaptive Selection of Feature Set Dimensionality for Classification of DNA Microarray Samples.
Proceedings of the Computer Recognition Systems 2, 2008

Estimation of repairable system availability within fixed time horizon.
Reliab. Eng. Syst. Saf., 2008

Quality of Feature Selection Based on Microarray Gene Expression Data.
Proceedings of the Computational Science, 2008

Data Exploration Methods for Transport System Dependability Analysis.
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.
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.
Proceedings of the 2007 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2007), 2007

2006
Analysis of DNA microarray data methods and tools.
Bio Algorithms Med Syst., 2006

Estimation of Impact of Maintenance Policies on Equipment Risk of Failure.
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.
Proceedings of the Computer Aided Systems Theory, 2005

Hierarchical Control of a Distributed Solar Collector Field.
Proceedings of the Computer Aided Systems Theory, 2005

Clustering DNA Microarray Data.
Proceedings of the Computer Recognition Systems, 2005


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