Clustering DNA Microarray Data. - Henryk Maciejewski; Anna Jasinska (CORES, 2005)

Hierarchical Control of a Distributed Solar Collector Field. - Manuel Berenguel; Cristina M. Cirre; Ryszard Klempous; Henryk Maciejewski; Maciej Nikodem; Jan Nikodem; Imre J. Rudas; Loreto Valenzuela (EUROCAST, 2005)

Explanatory Analysis of Data from a Distributed Solar Collector Field. - Manuel Berenguel; Ryszard Klempous; Henryk Maciejewski; Jan Nikodem; Maciej Nikodem; Loreto Valenzuela (EUROCAST, 2005)

Estimation of Impact of Maintenance Policies on Equipment Risk of Failure. - Henryk Maciejewski; George J. Anders (DepCoS-RELCOMEX, 2006)

Analysis of DNA microarray data methods and tools. - Henryk Maciejewski; Lukasz Konarski; Anna Jasinska; Maria Drath (Bio Algorithms Med Syst., 2006)

Problem of Model Selection for Estimation of Equipment Remaining Life. - Henryk Maciejewski; George J. Anders (DepCoS-RELCOMEX, 2007)

Building a predictive model from data in high dimensions with application to analysis of microarray experiments. - Henryk Maciejewski; Lukasz Konarski (DepCoS-RELCOMEX, 2007)

Data Exploration Methods for Transport System Dependability Analysis. - Henryk Maciejewski; Tomasz Lipnicki (DepCoS-RELCOMEX, 2008)

Quality of Feature Selection Based on Microarray Gene Expression Data. - Henryk Maciejewski (ICCS (3), 2008)

Estimation of repairable system availability within fixed time horizon. - Henryk Maciejewski; Dariusz Caban (Reliab. Eng. Syst. Saf., 2008)

Adaptive Selection of Feature Set Dimensionality for Classification of DNA Microarray Samples. - Henryk Maciejewski (Computer Recognition Systems 2, 2008)

Predictive Performance of Top Differentially Expressed Genes in Microarray Gene Expression Studies. - Henryk Maciejewski (Information Technologies in Biomedicine, 2008)

Reliability Centered Maintenance of Repairable Equipment. - Henryk Maciejewski (DepCoS-RELCOMEX, 2009)

Model Instability in Microarray Gene Expression Class Prediction Studies. - Henryk Maciejewski; Piotr Twaróg (EUROCAST, 2009)

Competitive and self-contained gene set analysis methods applied for class prediction. - Henryk Maciejewski (FedCSIS, 2011)

Class Prediction in Microarray Studies Based on Activation of Pathways. - Henryk Maciejewski (HAIS (1), 2011)

A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining. - Olgierd Unold; Maciej Dobrowolski; Henryk Maciejewski; Pawel Skrobanek; Ewa Walkowicz (HAIS (2), 2012)

Study on the Impact of Affinity on the Results of Data Mining in Biological Populations. - Pawel Skrobanek; Olgierd Unold; Ewa Walkowicz; Henryk Maciejewski; Maciej Dobrowolski (IBERAMIA, 2012)

Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies. - Henryk Maciejewski (ICAISC (2), 2012)

Enhancing Recognition of a Weak Class - Comparative Study Based on Biological Population Data Mining. - Henryk Maciejewski; Ewa Walkowicz; Olgierd Unold; Pawel Skrobanek (ICAISC (2), 2012)

Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks. - Mateusz Sztukowski; Henryk Maciejewski; Andrzej Cader (ICAISC (2), 2012)

Comparison of Data Exploration Methods and the BLUP Method in Application to the Animals Breeding. - Pawel Skrobanek; Henryk Maciejewski; Maciej Dobrowolski; Olgierd Unold; Ewa Walkowicz (ICIC (2), 2012)

Gene set analysis methods: statistical models and methodological differences. - Henryk Maciejewski (Briefings Bioinform., 2014)

Distributed Classification of Text Documents on Apache Spark Platform. - Piotr Semberecki; Henryk Maciejewski (ICAISC (1), 2016)

Deep Learning methods for Subject Text Classification of Articles. - Piotr Semberecki; Henryk Maciejewski (FedCSIS, 2017)

Bag-of-Words, Bag-of-Topics and Word-to-Vec Based Subject Classification of Text Documents in Polish - A Comparative Study. - Tomasz Walkowiak; Szymon Datko; Henryk Maciejewski (DepCoS-RELCOMEX, 2018)

Feature Extraction in Subject Classification of Text Documents in Polish. - Tomasz Walkowiak; Szymon Datko; Henryk Maciejewski (ICAISC (2), 2018)

Low-Dimensional Classification of Text Documents. - Tomasz Walkowiak; Szymon Datko; Henryk Maciejewski (DepCoS-RELCOMEX, 2019)

Open Set Subject Classification of Text Documents in Polish by Doc-to-Vec and Local Outlier Factor. - Tomasz Walkowiak; Szymon Datko; Henryk Maciejewski (ICAISC (2), 2019)

Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec. - Tomasz Walkowiak; Szymon Datko; Henryk Maciejewski (IEA/AIE, 2019)

Utilizing Local Outlier Factor for Open-Set Classification in High-Dimensional Data - Case Study Applied for Text Documents. - Tomasz Walkowiak; Szymon Datko; Henryk Maciejewski (IntelliSys (1), 2019)

IoT-Based Cow Health Monitoring System. - Olgierd Unold; Maciej Nikodem; Marek Piasecki; Kamil Szyc; Henryk Maciejewski; Marek A. Bawiec; Pawel Dobrowolski; Michal Zdunek (ICCS (5), 2020)

Automated Method for Evaluating Neural Network's Attention Focus. - Tomasz Szandala; Henryk Maciejewski (ICCS (2), 2021)

On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection. - Tomasz Walkowiak; Kamil Szyc; Henryk Maciejewski (ICCS (3), 2021)

Checking Robustness of Representations Learned by Deep Neural Networks. - Kamil Szyc; Tomasz Walkowiak; Henryk Maciejewski (ECML/PKDD (5), 2021)

HTTP2vec: Embedding of HTTP Requests for Detection of Anomalous Traffic. - Mateusz Gniewkowski; Henryk Maciejewski; Tomasz R. Surmacz; Wiktor Walentynowicz (CoRR, 2021)

Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead. - Kamil Szyc; Tomasz Walkowiak; Henryk Maciejewski (CoRR, 2021)

Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis. - Henryk Maciejewski; Tomasz Walkowiak; Kamil Szyc (ICCS (1), 2022)

PRISM: Principal Image Sections Mapping. - Tomasz Szandala; Henryk Maciejewski (ICCS (1), 2022)

Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs. - Tomasz Walkowiak; Kamil Szyc; Henryk Maciejewski (ICCS (1), 2023)

Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs. - Mateusz Gniewkowski; Henryk Maciejewski; Tomasz Surmacz; Wiktor Walentynowicz (SAC, 2023)

Why Out-of-Distribution detection experiments are not reliable - subtle experimental details muddle the OOD detector rankings. - Kamil Szyc; Tomasz Walkowiak; Henryk Maciejewski (UAI, 2023)

Beyond Overall Accuracy: Exploring Per-Class Performance Reveals Robustness and Safety Gaps in Deep Models. - Kamil Szyc; Tomasz Walkowiak; Henryk Maciejewski (ICDM (Workshops), 2024)

Discriminating feature ratio: Introducing metric for uncovering vulnerabilities in deep convolutional neural networks. - Tomasz Szandala; Henryk Maciejewski (Knowl. Based Syst., 2024)