Henryk Maciejewski

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 19

Top Topics

Mahalanobis Distance

Extreme Value Theory

Top Venues

DepCoS-RELCOMEX

Publications

Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings. UAI (2023)
Mateusz Gniewkowski, Henryk Maciejewski, Tomasz Surmacz, Wiktor Walentynowicz
Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs. SAC (2023)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs. ICCS (1) (2023)
Tomasz Szandala, Henryk Maciejewski
PRISM: Principal Image Sections Mapping. ICCS (1) (2022)
Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc
Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis. ICCS (1) (2022)
Mateusz Gniewkowski, Henryk Maciejewski, Tomasz R. Surmacz, Wiktor Walentynowicz
HTTP2vec: Embedding of HTTP Requests for Detection of Anomalous Traffic. CoRR (2021)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection. ICCS (3) (2021)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead. CoRR (2021)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
Checking Robustness of Representations Learned by Deep Neural Networks. ECML/PKDD (5) (2021)
Tomasz Szandala, Henryk Maciejewski
Automated Method for Evaluating Neural Network's Attention Focus. ICCS (2) (2021)
Olgierd Unold, Maciej Nikodem, Marek Piasecki, Kamil Szyc, Henryk Maciejewski, Marek A. Bawiec, Pawel Dobrowolski, Michal Zdunek
IoT-Based Cow Health Monitoring System. ICCS (5) (2020)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec. IEA/AIE (2019)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Low-Dimensional Classification of Text Documents. DepCoS-RELCOMEX (2019)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor. ICAISC (2) (2019)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Utilizing Local Outlier Factor for Open-Set Classification in High-Dimensional Data - Case Study Applied for Text Documents. IntelliSys (1) (2019)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Bag-of-Words, Bag-of-Topics and Word-to-Vec Based Subject Classification of Text Documents in Polish - A Comparative Study. DepCoS-RELCOMEX (2018)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
Feature Extraction in Subject Classification of Text Documents in Polish. ICAISC (2) (2018)
Piotr Semberecki, Henryk Maciejewski
Deep Learning methods for Subject Text Classification of Articles. FedCSIS (2017)
Piotr Semberecki, Henryk Maciejewski
Distributed Classification of Text Documents on Apache Spark Platform. ICAISC (1) (2016)
Henryk Maciejewski
Gene set analysis methods: statistical models and methodological differences. Briefings Bioinform. 15 (4) (2014)
Mateusz Sztukowski, Henryk Maciejewski, Andrzej Cader
Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks. ICAISC (2) (2012)
Pawel Skrobanek, Henryk Maciejewski, Maciej Dobrowolski, Olgierd Unold, Ewa Walkowicz
Comparison of Data Exploration Methods and the BLUP Method in Application to the Animals Breeding. ICIC (2) (2012)
Henryk Maciejewski
Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies. ICAISC (2) (2012)
Olgierd Unold, Maciej Dobrowolski, Henryk Maciejewski, Pawel Skrobanek, Ewa Walkowicz
A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining. HAIS (2) (2012)
Henryk Maciejewski, Ewa Walkowicz, Olgierd Unold, Pawel Skrobanek
Enhancing Recognition of a Weak Class - Comparative Study Based on Biological Population Data Mining. ICAISC (2) (2012)
Pawel Skrobanek, Olgierd Unold, Ewa Walkowicz, Henryk Maciejewski, Maciej Dobrowolski
Study on the Impact of Affinity on the Results of Data Mining in Biological Populations. IBERAMIA (2012)
Henryk Maciejewski
Class Prediction in Microarray Studies Based on Activation of Pathways. HAIS (1) (2011)
Henryk Maciejewski
Competitive and self-contained gene set analysis methods applied for class prediction. FedCSIS (2011)
Henryk Maciejewski, Piotr Twaróg
Model Instability in Microarray Gene Expression Class Prediction Studies. EUROCAST (2009)
Henryk Maciejewski
Reliability Centered Maintenance of Repairable Equipment. DepCoS-RELCOMEX (2009)
Henryk Maciejewski
Quality of Feature Selection Based on Microarray Gene Expression Data. ICCS (3) (2008)
Henryk Maciejewski, Dariusz Caban
Estimation of repairable system availability within fixed time horizon. Reliab. Eng. Syst. Saf. 93 (1) (2008)
Henryk Maciejewski, Tomasz Lipnicki
Data Exploration Methods for Transport System Dependability Analysis. DepCoS-RELCOMEX (2008)
Henryk Maciejewski, Lukasz Konarski
Building a predictive model from data in high dimensions with application to analysis of microarray experiments. DepCoS-RELCOMEX (2007)
Henryk Maciejewski, George J. Anders
Problem of Model Selection for Estimation of Equipment Remaining Life. DepCoS-RELCOMEX (2007)
Henryk Maciejewski, Lukasz Konarski, Anna Jasinska, Maria Drath
Analysis of DNA microarray data methods and tools. Bio Algorithms Med Syst. 1 (1-2) (2006)
Henryk Maciejewski, George J. Anders
Estimation of Impact of Maintenance Policies on Equipment Risk of Failure. DepCoS-RELCOMEX (2006)
Manuel Berenguel, Cristina M. Cirre, Ryszard Klempous, Henryk Maciejewski, Maciej Nikodem, Jan Nikodem, Imre J. Rudas, Loreto Valenzuela
Hierarchical Control of a Distributed Solar Collector Field. EUROCAST (2005)
Henryk Maciejewski, Anna Jasinska
Clustering DNA Microarray Data. CORES (2005)
Manuel Berenguel, Ryszard Klempous, Henryk Maciejewski, Jan Nikodem, Maciej Nikodem, Loreto Valenzuela
Explanatory Analysis of Data from a Distributed Solar Collector Field. EUROCAST (2005)