Henryk Maciejewski

About Henryk Maciejewski

Henryk Maciejewski, With an exceptional h-index of 18 and a recent h-index of 10 (since 2020), a distinguished researcher at Politechnika Wroclawska, specializes in the field of Machine learning, bioinformatics, OoD detection, parallel processing, reliability.

His recent articles reflect a diverse array of research interests and contributions to the field:

Why Out-of-Distribution detection experiments are not reliable-subtle experimental details muddle the OOD detector rankings

Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs

Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs

PRISM: principal image sections mapping

Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis

Anomaly Detection Techniques for Different DDoS Attack Types

Measures of Outlierness in High-Dimensional Data Under Correlation of Features–With Application for Open-Set Classification

Labeling Quality Problem for Large-Scale Image Recognition

Henryk Maciejewski Information

University

Position

___

Citations(all)

1125

Citations(since 2020)

540

Cited By

788

hIndex(all)

18

hIndex(since 2020)

10

i10Index(all)

25

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Henryk Maciejewski Skills & Research Interests

Machine learning

bioinformatics

OoD detection

parallel processing

reliability

Top articles of Henryk Maciejewski

Why Out-of-Distribution detection experiments are not reliable-subtle experimental details muddle the OOD detector rankings

2023/7/2

Tomasz Walkowiak
Tomasz Walkowiak

H-Index: 8

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Combining Outlierness Scores and Feature Extraction Techniques for Improvement of OoD and Adversarial Attacks Detection in DNNs

2023/6/26

Tomasz Walkowiak
Tomasz Walkowiak

H-Index: 8

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs

2023/3/27

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Tomasz Surmacz
Tomasz Surmacz

H-Index: 5

PRISM: principal image sections mapping

2022/6/15

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Out-of-Distribution Detection in High-Dimensional Data Using Mahalanobis Distance - Critical Analysis

2022/6

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Tomasz Walkowiak
Tomasz Walkowiak

H-Index: 8

Anomaly Detection Techniques for Different DDoS Attack Types

2022/5/27

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Tomasz Surmacz
Tomasz Surmacz

H-Index: 5

Measures of Outlierness in High-Dimensional Data Under Correlation of Features–With Application for Open-Set Classification

2022/5/27

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Tomasz Walkowiak
Tomasz Walkowiak

H-Index: 8

Labeling Quality Problem for Large-Scale Image Recognition

2022/5/27

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis -- and What to Use Instead

2021/10/13

Tomasz Walkowiak
Tomasz Walkowiak

H-Index: 8

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Checking robustness of representations learned by deep neural networks

2021/9/10

Tomasz Walkowiak
Tomasz Walkowiak

H-Index: 8

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Http2vec: Embedding of http requests for detection of anomalous traffic

arXiv preprint arXiv:2108.01763

2021/8/3

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

On Validity of Extreme Value Theory-Based Parametric Models for Out-of-Distribution Detection

2021/6/9

Tomasz Walkowiak
Tomasz Walkowiak

H-Index: 8

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Automated method for evaluating neural network’s attention focus

2021

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

IoT-based cow health monitoring system

2020/6/3

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Utilizing local outlier factor for open-set classification in high-dimensional data-case study applied for text documents

2020

Tomasz Walkowiak
Tomasz Walkowiak

H-Index: 8

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

Low-dimensional classification of text documents

2020

Tomasz Walkowiak
Tomasz Walkowiak

H-Index: 8

Henryk Maciejewski
Henryk Maciejewski

H-Index: 11

See List of Professors in Henryk Maciejewski University(Politechnika Wroclawska)

Co-Authors

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