Bartlomiej Sniezynski

About Bartlomiej Sniezynski

Bartlomiej Sniezynski, With an exceptional h-index of 13 and a recent h-index of 12 (since 2020), a distinguished researcher at Akademia Górniczo-Hutnicza, specializes in the field of Artificial Intelligence, Machine learning, Human-robot interaction, Multi-agent systems.

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

Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights

Artificial Intelligence, Management and Trust

Artificial intelligence and robotization: A new approach to trust?

Distributed Continual Intrusion Detection: A Collaborative Replay Framework

Prediction of Casting Mechanical Parameters Based on Direct Microstructure Image Analysis Using Deep Neural Network and Graphite Forms Classification

VLAD: Task-agnostic VAE-based lifelong anomaly detection

Lifelong learning for anomaly detection: New challenges, perspectives, and insights

Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction

Bartlomiej Sniezynski Information

University

Position

___

Citations(all)

651

Citations(since 2020)

402

Cited By

362

hIndex(all)

13

hIndex(since 2020)

12

i10Index(all)

24

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Bartlomiej Sniezynski Skills & Research Interests

Artificial Intelligence

Machine learning

Human-robot interaction

Multi-agent systems

Top articles of Bartlomiej Sniezynski

Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights

IEEE Access

2024/3/18

Artificial Intelligence, Management and Trust

2024

Magda Gawłowska
Magda Gawłowska

H-Index: 6

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

Artificial intelligence and robotization: A new approach to trust?

2024

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

Distributed Continual Intrusion Detection: A Collaborative Replay Framework

2023/12/1

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

Roberto Corizzo
Roberto Corizzo

H-Index: 9

Prediction of Casting Mechanical Parameters Based on Direct Microstructure Image Analysis Using Deep Neural Network and Graphite Forms Classification

2023/6/26

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

Radosław Łazarz
Radosław Łazarz

H-Index: 3

VLAD: Task-agnostic VAE-based lifelong anomaly detection

Neural Networks

2023/8/1

Lifelong learning for anomaly detection: New challenges, perspectives, and insights

arXiv preprint arXiv:2303.07557

2023/3/14

Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction

Journal of Computational Science

2023/3

Selection of casting production parameters with the use of machine learning and data supplementation methods in order to obtain products with the assumed parameters

Archives of Civil and Mechanical Engineering

2023/2/2

Wykorzystanie sieci neuronowych do modelowania pracy młyna kulowego w Cementowni WARTA SA

Materiały Budowlane

2023

Lifewatch: Lifelong wasserstein change point detection

2022/7/18

Effect of feature discretization on classification performance of explainable scoring-based machine learning model

2022/6/15

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

Assessment of the Quality and Mechanical Parameters of Castings Using Machine Learning Methods

Materials

2022/4/14

Modeling adaptive security-aware task allocation in mobile cloud computing

Simulation Modelling Practice and Theory

2022/4/1

Piotr Nawrocki
Piotr Nawrocki

H-Index: 11

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

Active lifelong anomaly detection with experience replay

2022/10/13

Watch: Wasserstein change point detection for high-dimensional time series data

2021/12/15

Adaptive context‐aware service optimization in mobile cloud computing accounting for security aspects

Concurrency and Computation: Practice and Experience

2021/9/25

Piotr Nawrocki
Piotr Nawrocki

H-Index: 11

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

Pruned simulation-based optimal sailboat path search using micro HPC systems

2021/6/9

Roman Dębski
Roman Dębski

H-Index: 8

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

Electrocardiogram quality assessment with autoencoder

2021/6/9

Marcin Wisniewski
Marcin Wisniewski

H-Index: 4

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

Adaptive resource planning for cloud-based services using machine learning

Journal of Parallel and Distributed Computing

2021/6/1

Piotr Nawrocki
Piotr Nawrocki

H-Index: 11

Bartlomiej Sniezynski
Bartlomiej Sniezynski

H-Index: 9

See List of Professors in Bartlomiej Sniezynski University(Akademia Górniczo-Hutnicza)

Co-Authors

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