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2020 – today
- 2024
[j4]Tomasz Szandala
, Henryk Maciejewski:
Discriminating feature ratio: Introducing metric for uncovering vulnerabilities in deep convolutional neural networks. Knowl. Based Syst. 302: 112306 (2024)- 2023
- [c35]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: 578-592 - [c34]Mateusz Gniewkowski, Henryk Maciejewski, Tomasz Surmacz, Wiktor Walentynowicz:
Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs. SAC 2023: 1154-1162 - [c33]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: 2078-2088 - 2022
- [c32]Henryk Maciejewski, Tomasz Walkowiak, Kamil Szyc:
Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis. ICCS (1) 2022: 262-275 - [c31]Tomasz Szandala, Henryk Maciejewski:
PRISM: Principal Image Sections Mapping. ICCS (1) 2022: 749-760 - 2021
- [c30]Tomasz Walkowiak, Kamil Szyc, Henryk Maciejewski:
On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection. ICCS (3) 2021: 142-155 - [c29]Tomasz Szandala, Henryk Maciejewski:
Automated Method for Evaluating Neural Network's Attention Focus. ICCS (2) 2021: 426-436 - [c28]Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski:
Checking Robustness of Representations Learned by Deep Neural Networks. ECML/PKDD (5) 2021: 399-414 - [i2]Mateusz Gniewkowski, Henryk Maciejewski, Tomasz R. Surmacz, Wiktor Walentynowicz:
HTTP2vec: Embedding of HTTP Requests for Detection of Anomalous Traffic. CoRR abs/2108.01763 (2021) - [i1]Kamil Szyc, Tomasz Walkowiak, Henryk Maciejewski:
Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis - and What to Use Instead. CoRR abs/2110.07043 (2021) - 2020
- [c27]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: 344-356
2010 – 2019
- 2019
- [c26]Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski:
Low-Dimensional Classification of Text Documents. DepCoS-RELCOMEX 2019: 534-543 - [c25]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: 455-463 - [c24]Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski:
Distance Metrics in Open-Set Classification of Text Documents by Local Outlier Factor and Doc2Vec. IEA/AIE 2019: 102-109 - [c23]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: 408-418 - 2018
- [c22]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: 526-535 - [c21]Tomasz Walkowiak, Szymon Datko, Henryk Maciejewski:
Feature Extraction in Subject Classification of Text Documents in Polish. ICAISC (2) 2018: 445-452 - 2017
- [c20]Piotr Semberecki, Henryk Maciejewski:
Deep Learning methods for Subject Text Classification of Articles. FedCSIS 2017: 357-360 - 2016
- [c19]Piotr Semberecki, Henryk Maciejewski:
Distributed Classification of Text Documents on Apache Spark Platform. ICAISC (1) 2016: 621-630 - 2014
- [j3]Henryk Maciejewski:
Gene set analysis methods: statistical models and methodological differences. Briefings Bioinform. 15(4): 504-518 (2014) - 2012
- [c18]Olgierd Unold, Maciej Dobrowolski, Henryk Maciejewski, Pawel Skrobanek, Ewa Walkowicz:
A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining. HAIS (2) 2012: 200-209 - [c17]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: 111-119 - [c16]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: 136-143 - [c15]Henryk Maciejewski:
Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies. ICAISC (2) 2012: 284-292 - [c14]Mateusz Sztukowski, Henryk Maciejewski, Andrzej Cader:
Enhanced Approach of Traffic Profiling for Dimensioning of Mobile Wireless Networks. ICAISC (2) 2012: 724-732 - [c13]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: 74-81 - 2011
- [c12]Henryk Maciejewski:
Competitive and self-contained gene set analysis methods applied for class prediction. FedCSIS 2011: 55-61 - [c11]Henryk Maciejewski:
Class Prediction in Microarray Studies Based on Activation of Pathways. HAIS (1) 2011: 321-328
2000 – 2009
- 2009
- [c10]Henryk Maciejewski:
Reliability Centered Maintenance of Repairable Equipment. DepCoS-RELCOMEX 2009: 332-339 - [c9]Henryk Maciejewski, Piotr Twaróg:
Model Instability in Microarray Gene Expression Class Prediction Studies. EUROCAST 2009: 745-752 - 2008
- [j2]Henryk Maciejewski, Dariusz Caban:
Estimation of repairable system availability within fixed time horizon. Reliab. Eng. Syst. Saf. 93(1): 100-106 (2008) - [c8]Henryk Maciejewski, Tomasz Lipnicki:
Data Exploration Methods for Transport System Dependability Analysis. DepCoS-RELCOMEX 2008: 398-405 - [c7]Henryk Maciejewski:
Quality of Feature Selection Based on Microarray Gene Expression Data. ICCS (3) 2008: 140-147 - [p2]Henryk Maciejewski:
Predictive Performance of Top Differentially Expressed Genes in Microarray Gene Expression Studies. Information Technologies in Biomedicine 2008: 395-402 - [p1]Henryk Maciejewski:
Adaptive Selection of Feature Set Dimensionality for Classification of DNA Microarray Samples. Computer Recognition Systems 2 2008: 831-837 - 2007
- [c6]Henryk Maciejewski, George J. Anders:
Problem of Model Selection for Estimation of Equipment Remaining Life. DepCoS-RELCOMEX 2007: 309-315 - [c5]Henryk Maciejewski, Lukasz Konarski:
Building a predictive model from data in high dimensions with application to analysis of microarray experiments. DepCoS-RELCOMEX 2007: 316-323 - 2006
- [j1]Henryk Maciejewski, Lukasz Konarski, Anna Jasinska, Maria Drath:
Analysis of DNA microarray data methods and tools. Bio Algorithms Med Syst. 1(1-2): 129-132 (2006) - [c4]Henryk Maciejewski, George J. Anders:
Estimation of Impact of Maintenance Policies on Equipment Risk of Failure. DepCoS-RELCOMEX 2006: 351-357 - 2005
- [c3]Henryk Maciejewski, Anna Jasinska:
Clustering DNA Microarray Data. CORES 2005: 595-601 - [c2]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: 614-620 - [c1]Manuel Berenguel, Ryszard Klempous, Henryk Maciejewski, Jan Nikodem, Maciej Nikodem, Loreto Valenzuela:
Explanatory Analysis of Data from a Distributed Solar Collector Field. EUROCAST 2005: 621-626
Coauthor Index
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last updated on 2024-09-22 00:34 CEST by the dblp team
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