Henryk Maciejewski

44 papers A 1C 3Misc 1Journal 6Unranked 31
YearRankTypeTitle / Venue / Authors
2024 — conf
Beyond Overall Accuracy: Exploring Per-Class Performance Reveals Robustness and Safety Gaps in Deep Models.
ICDM (Workshops)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2024 J jnl
Discriminating feature ratio: Introducing metric for uncovering vulnerabilities in deep convolutional neural networks.
Knowl. Based Syst.
Tomasz Szandala, Henryk Maciejewski
2023 — conf
Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs.
ICCS (1)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
2023 Misc conf
Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs.
SAC
Mateusz Gniewkowski, Henryk Maciejewski, Tomasz Surmacz, Wiktor Walentynowicz
2023 A conf
Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings.
UAI
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2022 — conf
Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis.
ICCS (1)
Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc
2022 — conf
PRISM: Principal Image Sections Mapping.
ICCS (1)
Tomasz Szandala, Henryk Maciejewski
2021 — conf
Automated Method for Evaluating Neural Network's Attention Focus.
ICCS (2)
Tomasz Szandala, Henryk Maciejewski
2021 — conf
Checking Robustness of Representations Learned by Deep Neural Networks.
ECML/PKDD (5)
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2021 J jnl
HTTP2vec: Embedding of HTTP Requests for Detection of Anomalous Traffic.
CoRR
Mateusz Gniewkowski, Henryk Maciejewski, Tomasz R. Surmacz, Wiktor Walentynowicz
2021 — conf
On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection.
ICCS (3)
Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski
2021 J jnl
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead.
CoRR
Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski
2020 — conf
IoT-Based Cow Health Monitoring System.
ICCS (5)
Olgierd Unold, Maciej Nikodem, Marek Piasecki, Kamil Szyc, Henryk Maciejewski, Marek A. Bawiec, Pawel Dobrowolski, Michal Zdunek
2019 C conf
Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec.
IEA/AIE
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2019 — conf
Low-Dimensional Classification of Text Documents.
DepCoS-RELCOMEX
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2019 — conf
Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor.
ICAISC (2)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2019 — conf
Utilizing Local Outlier Factor for Open-Set Classification in High-Dimensional Data - Case Study Applied for Text Documents.
IntelliSys (1)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2018 — conf
Bag-of-Words, Bag-of-Topics and Word-to-Vec Based Subject Classification of Text Documents in Polish - A Comparative Study.
DepCoS-RELCOMEX
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2018 — conf
Feature Extraction in Subject Classification of Text Documents in Polish.
ICAISC (2)
Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski
2017 C conf
Deep Learning methods for Subject Text Classification of Articles.
FedCSIS
Piotr Semberecki, Henryk Maciejewski
2016 — conf
Distributed Classification of Text Documents on Apache Spark Platform.
ICAISC (1)
Piotr Semberecki, Henryk Maciejewski
2014 J jnl
Gene set analysis methods: statistical models and methodological differences.
Briefings Bioinform.
Henryk Maciejewski
2012 — conf
A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining.
HAIS (2)
Olgierd Unold, Maciej Dobrowolski, Henryk Maciejewski, Pawel Skrobanek, Ewa Walkowicz
2012 — conf
Comparison of Data Exploration Methods and the BLUP Method in Application to the Animals Breeding.
ICIC (2)
Pawel Skrobanek, Henryk Maciejewski, Maciej Dobrowolski, Olgierd Unold, Ewa Walkowicz
2012 — conf
Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks.
ICAISC (2)
Mateusz Sztukowski, Henryk Maciejewski, Andrzej Cader
2012 — conf
Enhancing Recognition of a Weak Class - Comparative Study Based on Biological Population Data Mining.
ICAISC (2)
Henryk Maciejewski, Ewa Walkowicz, Olgierd Unold, Pawel Skrobanek
2012 — conf
Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies.
ICAISC (2)
Henryk Maciejewski
2012 — conf
Study on the Impact of Affinity on the Results of Data Mining in Biological Populations.
IBERAMIA
Pawel Skrobanek, Olgierd Unold, Ewa Walkowicz, Henryk Maciejewski, Maciej Dobrowolski
2011 — conf
Class Prediction in Microarray Studies Based on Activation of Pathways.
HAIS (1)
Henryk Maciejewski
2011 C conf
Competitive and self-contained gene set analysis methods applied for class prediction.
FedCSIS
Henryk Maciejewski
2009 — conf
Model Instability in Microarray Gene Expression Class Prediction Studies.
EUROCAST
Henryk Maciejewski, Piotr Twaróg
2009 — conf
Reliability Centered Maintenance of Repairable Equipment.
DepCoS-RELCOMEX
Henryk Maciejewski
2008 — ch.
Adaptive Selection of Feature Set Dimensionality for Classification of DNA Microarray Samples.
Computer Recognition Systems 2
Henryk Maciejewski
2008 — conf
Data Exploration Methods for Transport System Dependability Analysis.
DepCoS-RELCOMEX
Henryk Maciejewski, Tomasz Lipnicki
2008 J jnl
Estimation of repairable system availability within fixed time horizon.
Reliab. Eng. Syst. Saf.
Henryk Maciejewski, Dariusz Caban
2008 — ch.
Predictive Performance of Top Differentially Expressed Genes in Microarray Gene Expression Studies.
Information Technologies in Biomedicine
Henryk Maciejewski
2008 — conf
Quality of Feature Selection Based on Microarray Gene Expression Data.
ICCS (3)
Henryk Maciejewski
2007 — conf
Building a predictive model from data in high dimensions with application to analysis of microarray experiments.
DepCoS-RELCOMEX
Henryk Maciejewski, Lukasz Konarski
2007 — conf
Problem of Model Selection for Estimation of Equipment Remaining Life.
DepCoS-RELCOMEX
Henryk Maciejewski, George J. Anders
2006 J jnl
Analysis of DNA microarray data methods and tools.
Bio Algorithms Med Syst.
Henryk Maciejewski, Lukasz Konarski, Anna Jasinska, Maria Drath
2006 — conf
Estimation of Impact of Maintenance Policies on Equipment Risk of Failure.
DepCoS-RELCOMEX
Henryk Maciejewski, George J. Anders
2005 — conf
Clustering DNA Microarray Data.
CORES
Henryk Maciejewski, Anna Jasinska
2005 — conf
Explanatory Analysis of Data from a Distributed Solar Collector Field.
EUROCAST
Manuel Berenguel, Ryszard Klempous, Henryk Maciejewski, Jan Nikodem, Maciej Nikodem, Loreto Valenzuela
2005 — conf
Hierarchical Control of a Distributed Solar Collector Field.
EUROCAST
Manuel Berenguel, Cristina M. Cirre, Ryszard Klempous, Henryk Maciejewski, Maciej Nikodem, Jan Nikodem, Imre J. Rudas, Loreto Valenzuela