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Szymon Bobek

Faculty of Physics
H-index:16
Citation Count:888
Views:0

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Prototsnet: interpretable multivariate time series classification with prototypical parts
Data Mining and Knowledge Discovery
IF4.3
2026-07-030
OAAI
Bartłomiej Małkus; Szymon Bobek; Grzegorz J. Nalepa
ExplainTS: a benchmark dataset of pretrained models and post-hoc explanations for time-series classification

ExplainTS：一个包含预训练模型和时间序列分类后验解释的基准数据集

Frontiers in Artificial Intelligence
IF4.7
2026-05-050
OAAI
MM Maciej Mozolewski †; SB Szymon Bobek †; GJ Grzegorz J. Nalepa †
Benchmark datasets for predictive maintenance challenges in steel manufacturing

钢铁制造中预测性维护挑战的基准数据集

Frontiers in Artificial Intelligence
IF4.7
2026-04-030
OAAI
JJ Jakub Jakubowski; SB Szymon Bobek; GJ Grzegorz J. Nalepa
Toward Explainable Industrial AI: The Role of Knowledge Graphs

迈向可解释工业人工智能：知识图谱的作用

INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT I
IF0
2026-01-010
PRE
Manai, Sabri; Bobek, Szymon; Nalepa, Grzegorz J.; Miranda, Luiz do Valle; Kutt, Krzysztof; Jung, Jason J.
User-centric evaluation of explainability of AI with and for humans: A comprehensive empirical study

以用户为中心的AI可解释性评估：一项全面的实证研究

International Journal of Human-Computer Studies
IF5.1
2025-09-130
PREAI
Szymon Bobek; Paloma Korycińska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa
TSProto: Fusing deep feature extraction with interpretable glass-box surrogate model for explainable time-series classification

TSProto: 融合深度特征提取与可解释的玻璃箱代理模型，用于可解释的时间序列分类

Information Fusion
IF15.5
2025-06-040
OA
Szymon Bobek; Grzegorz J. Nalepa
Explainable proactive control of industrial processes

工业过程的可解释的主动控制

nature computational science
IF3.7
2024-09-011
PRE
Kuk, Edyta; Bobek, Szymon; Nalepa, Grzegorz J.
Semantic data mining-based decision support for quality assessment in steel industry
EXPERT SYSTEMS
IF2.3
2023-05-033
PRE
Szelazek, Maciej; Bobek, Szymon; Nalepa, Grzegorz J. J.
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations

KnAC: 一种通过背景知识和解释来增强聚类分析的方法

APPLIED INTELLIGENCE
IF3.5
2022-11-234
OA
Bobek, Szymon; Kuk, Michal; Brzegowski, Jakub; Brzychczy, Edyta; Nalepa, Grzegorz J.
Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes
IEEE ACCESS
IF3.6
2022-01-0119
OA
Bobek, Szymon; Kuk, Michal; Szelazek, Maciej; Nalepa, Grzegorz J.
Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations

使用变分自动编码器在资产退化过程中的异常检测和解释

SENSORS
IF3.5
2021-12-3128
OAAI
Jakubowski, Jakub; Stanisz, Przemyslaw; Bobek, Szymon; Nalepa, Grzegorz J.
Semantic Data Mining in Ubiquitous Sensing: A Survey
SENSORS
IF3.5
2021-06-246
OAAI
Nalepa, Grzegorz J.; Bobek, Szymon; Kutt, Krzysztof; Atzmueller, Martin
Personality-Based Affective Adaptation Methods for Intelligent Systems
SENSORS
IF3.5
2020-12-297
OAAI
Kutt, Krzysztof; Drazyk, Dominika; Bobek, Szymon; Nalepa, Grzegorz J.
Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants
SENSORS
IF3.5
2019-05-3126
OAAI
Nalepa, Grzegorz J.; Kutt, Krzysztof; Gizycka, Barbara; Jemiolo, Pawel; Bobek, Szymon
Mobile platform for affective context-aware systems
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
2019-03-0132
PREAI
Nalepa, Grzegorz J.; Kutt, Krzysztof; Bobek, Szymon
HEARTDROID-Rule engine for mobile and context-aware expert systems
EXPERT SYSTEMS
IF2.3
2018-08-2312
PREAI
Bobek, Szymon; Nalepa, Grzegorz J.; Slazynski, Mateusz
Uncertainty handling in rule-based mobile context-aware systems
PERVASIVE AND MOBILE COMPUTING
IF3.5
2017-08-0112
PREAI
Bobek, Szymon; Nalepa, Grzegorz J.
Uncertain context data management in dynamic mobile environments
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
2017-01-0132
PREAI
Bobek, Szymon; Nalepa, Grzegorz J.
Mobile context-based framework for threat monitoring in urban environment with social threat monitor
MULTIMEDIA TOOLS AND APPLICATIONS
IF3
2014-05-294
OA
Bobek, Szymon; Nalepa, Grzegorz J.; Ligeza, Antoni; Adrian, Weronika T.; Kaczor, Krzysztof

Research Directions

The data has not been retrieved yet.
G
Grzegorz J. Nalepa
H-index:25Papers:317Citations:2,410
K
Krzysztof Kutt
H-index:9Papers:61Citations:427
J
Jakub Jakubowski
H-index:5Papers:12Citations:111
M
Maciej Mozolewski
H-index:2Papers:10Citations:6
M
Maciej Szelążek
H-index:4Papers:11Citations:80
M
Michał Kuk
H-index:6Papers:18Citations:105
J
Jason J. Jung
H-index:40Papers:465Citations:6,657
M
Martin Atzmueller
H-index:32Papers:321Citations:3,576
P
Paweł Jemioło
H-index:10Papers:57Citations:268
A
Antoni Ligęza
H-index:21Papers:231Citations:3,611