Grzegorz J. Nalepa - Publications, H-index & Citations

Grzegorz J. Nalepa

jagiellonian university

25H指数

317论文数

2.4K被引数

收录论文 34

发表时间

What do we explain when explaining AI systems? A multi-layered conceptual framework for compliance analysis 当我们解释人工智能系统时需要解释什么？一个用于合规分析的分层概念框架

Complex & Intelligent Systems

IF4.6

2026-09-07

OAAI

Andrzej Porębski; Michał Araszkiewicz; 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

2026-04-03

OAAI

JJ Jakub Jakubowski; SB Szymon Bobek; GJ Grzegorz J. Nalepa

From Prototypes to Sparse ECG Explanations: SHAP-driven Counterfactuals for Multivariate Time-series Multi-class Classification 从原型到稀疏ECG解释：基于SHAP的反事实推理在多元时间序列多类分类中的应用

Information Systems Frontiers

IF8.3

2026-03-11

PREAI

Maciej Mozolewski; Betül Bayrak; Kerstin Bach; Grzegorz J. Nalepa

Cloud-based digitization workflow with rich metadata acquisition for cultural heritage objects

The Journal of Academic Librarianship

IF0

2026-01-17

PREAI

Krzysztof Kutt; Luiz do Valle Miranda; Jakub Gomułka; Grzegorz J. Nalepa

Conditional Generative Adversarial Network-Based Travel Route Recommendation 基于条件生成对抗网络的旅行路线推荐

CMC-Computers Materials & Continua

IF1.7

2026-01-01

PREAI

Shin, Sunbin; Nguyen, Luong Vuong; Nalepa, Grzegorz J.; Novais, Paulo; Pham, Xuan Hau; Jung, Jason J.

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

2026-01-01

PREAI

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

2025-09-13

PREAI

Szymon Bobek; Paloma Korycińska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa

The Promise and Pitfalls of Artificial Intelligence in the Evaluation of Synthetic “Greenness”人工智能在合成“绿色度”评估中的前景与挑战

ChemSusChem

IF6.6

2025-08-21

OAAI

Paweł Mateusz Nowak; Michał Woźniakiewicz; Grzegorz J. Nalepa; Bartosz A. Grzybowski

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

2025-06-04

OAAI

Szymon Bobek; Grzegorz J. Nalepa

Fuzzy Particle Filtering Based Approach for Battery RUL Prediction With Uncertainty Reduction Strategies 基于模糊粒子滤波的不确定性降低策略的电池RUL预测方法

EXPERT SYSTEMS

IF2.3

2025-04-01

OAAI

Kim, Gwanpil; Jung, Jason J.; Kim, Dong Kyu; Koo, Min; Nalepa, Grzegorz J.; Nowaczyk, Slawomir

Explainable proactive control of industrial processes 工业过程的可解释的主动控制

nature computational science

IF3.7

2024-09-01

PREAI

Kuk, Edyta; Bobek, Szymon; Nalepa, Grzegorz J.

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends 可解释人工智能的计算方法: 理论，应用和趋势的进展

INFORMATION FUSION

IF15.5

2023-12-01

OAAI

Gorriz, J. M.; Avarez-Illan, I.; Avarez-Marquina, A.; Arco, J. E.; Atzmueller, M.; Ballarini, F.; Barakova, E.; Bologna, G.; Bonomini, P.; Castellanos-Dominguez, G.; Castillo-Barnes, D.; Cho, S. B.; Contreras, R.; Cuadra, J. M.; Dominguez, E.; Dominguez-Mateos, F.; Duro, R. J.; Elizondo, D.; Fernandez-Caballero, A.; Fernandez-Jover, E.; Formoso, M. A.; Gallego-Molina, N. J.; Gamazo, J.; Gonzalez, J. Garcia; Garcia-Rodriguez, J.; Garre, C.; Garrigos, J.; Gomez-Rodellar, A.; Gomez-Vilda, P.; Grana, M.; Guerrero-Rodriguez, B.; Hendrikse, S. C. F.; Jimenez-Mesa, C.; Jodra-Chuan, M.; Julian, V.; Kotz, G.; Kutt, K.; Leming, M.; de Lope, J.; Macas, B.; Marrero-Aguiar, V.; Martinez, J. J.; Martinez-Murcia, F. J.; Martinez-Tomas, R.; Mekyska, J.; Nalepa, G. J.; Novais, P.; Orellana, D.; Ortiz, A.; Palacios-Alonso, D.; Palma, J.; Pereira, A.; Pinacho-Davidson, P.; Pinninghoff, M. A.; Ponticorvo, M.; Psarrou, A.; Ramirez, J.; Rincon, M.; Rodellar-Biarge, V.; Rodriguez-Rodriguez, I.; Roelofsma, P. H. M. P.; Santos, J.; Salas-Gonzalez, D.; Salcedo-Lagos, P.; Segovia, F.; Shoeibi, A.; Silva, M.; Simic, D.; Suckling, J.; Treur, J.; Tsanas, A.; Varela, R.; Wang, S. H.; Wang, W.; Zhang, Y. D.; Zhu, H.; Zhu, Z.; Ferrandez-Vicente, J. M.

DeepVATS: Deep Visual Analytics for Time Series

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-10-01

OAAI

Rodriguez-Fernandez, Victor; Montalvo-Garcia, David; Piccialli, Francesco; Nalepa, Grzegorz J.; Camacho, David

Loki-the semantic wiki for collaborative knowledge engineering Loki-用于协作知识工程的语义wiki

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-08-01

OAAI

Kutt, Krzysztof; Nalepa, Grzegorz J.