Panagiotis Papapetrou - Publications, H-index & Citations

Panagiotis Papapetrou

stockholm university

22H指数

187论文数

2.4K被引数

收录论文 18

发表时间

EXTREMUM: A Web-Based Tool to Generate and Explore Counterfactual Explanations on Tabular and Time-Series Data EXTREMUM：一个用于在表格和时间序列数据上生成和探索反事实解释的基于Web的工具

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. APPLIED DATA SCIENCE TRACK AND DEMO TRACK, ECML PKDD 2025, PT X

IF0

2026-01-01

PREAI

Lakes, Athanasios; Quintero, Luis; Papapetrou, Panagiotis

ECG-XPLAIM: an eXPlainable Locally-adaptive Artificial Intelligence Model for arrhythmia detection from large-scale electrocardiogram data Ecg-xplaim: 一种可解释的局部自适应人工智能模型，用于从大规模心电图数据中检测心律失常

European Heart Journal

IF35.6

2025-11-05

PREAI

P Pantelidis; S Ruiperez-Campillo; A Antonopoulos; I Gialamas; G E Zakynthinos; P Dilaveris; J Millet; P Papapetrou; J Vogt; T Papaioannou; E Oikonomou; G Siasos

Subgroup fairness based on shared counterfactuals 基于共享反事实的子组公平性

Knowledge and Information Systems

IF3.1

2025-08-18

OAAI

Alejandro Kuratomi; Zed Lee; Panayiotis Tsaparas; Evaggelia Pitoura; Tony Lindgren; Guilherme Dinis Junior; Panagiotis Papapetrou

Unpacking the trend: decomposition as a catalyst to enhance time series forecasting models 解析趋势：分解作为增强时间序列预测模型的催化剂

Data Mining and Knowledge Discovery

IF4.3

2025-07-21

OAAI

Tim Kreuzer; Jelena Zdravkovic; Panagiotis Papapetrou

Generative adversarial networks (GANs) to produce synthetic 12-lead electrocardiogram signals for specific and rare diseases: a novel, powerful tool towards clinical advancements

EUROPEAN HEART JOURNAL

IF35.6

2024-10-28

PREAI

Pantelidis, P.; Oikonomou, E.; Bampa, M.; Gialamas, I; Goliopoulou, A.; Mystakidi, V. C.; Papamikroulis, G. A.; Spartalis, M.; Tsiachris, D.; Papaioannou, T.; Kalogeras, K.; Vavouranakis, M.; Papapetrou, P.; Siasos, G.

M-ClustEHR: A multimodal clustering approach for electronic health records

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2024-08-01

OAAI

Bampa, Maria; Miliou, Ioanna; Jovanovic, Braslav; Papapetrou, Panagiotis

Ijuice: integer JUstIfied counterfactual explanations

MACHINE LEARNING

IF2.9

2024-03-26

OAAI

Kuratomi, Alejandro; Miliou, Ioanna; Lee, Zed; Lindgren, Tony; Papapetrou, Panagiotis

Glacier: guided locally constrained counterfactual explanations for time series classification 冰川: 指导时间序列分类的局部约束反事实解释

MACHINE LEARNING

IF2.9

2024-03-13

OAAI

Wang, Zhendong; Samsten, Isak; Miliou, Ioanna; Mochaourab, Rami; Papapetrou, Panagiotis

Style-transfer counterfactual explanations: An application to mortality prevention of ICU patients 风格转移反事实解释: 在ICU患者死亡率预防中的应用

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2023-01-01

PREAI

Wang, Zhendong; Samsten, Isak; Kougia, Vasiliki; Papapetrou, Panagiotis

Post Hoc Explainability for Time Series Classification Toward a signal processing perspective

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2022-07-01

OAAI

Mochaourab, Rami; Venkitaraman, Arun; Samsten, Isak; Papapetrou, Panagiotis; Rojas, Cristian R.

Energy and Resource Efficiency by User Traffic Prediction and Classification in Cellular Networks 蜂窝网络中用户流量预测和分类的能量和资源效率

IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING

IF6.7

2022-06-01

OAAI

Azari, Amin; Salehi, Fateme; Papapetrou, Panagiotis; Cavdar, Cicek

Random subspace and random projection nearest neighbor ensembles for high dimensional data

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-04-01

OAAI

Deegalla, Sampath; Walgama, Keerthi; Papapetrou, Panagiotis; Bostrom, Henrik

Explainable AI for Data-Driven Feedback and Intelligent Action Recommendations to Support Students Self-Regulation 可解释的AI用于数据驱动的反馈和智能行动建议，以支持学生的自我调节

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2021-11-12

OAAI

Afzaal, Muhammad; Nouri, Jalal; Zia, Aayesha; Papapetrou, Panagiotis; Fors, Uno; Wu, Yongchao; Li, Xiu; Weegar, Rebecka

Guiding principles for the use of knowledge bases and real-world data in clinical decision support systems: report by an international expert workshop at Karolinska Institutet 在临床决策支持系统中使用知识库和真实数据的指导原则: 卡罗林斯卡学院国际专家研讨会的报告

EXPERT REVIEW OF CLINICAL PHARMACOLOGY

IF3

2020-09-29

OAAI

Hoffmann, Mikael; Vander Stichele, Robert; Bates, David W.; Bjorklund, Johanna; Alexander, Steve; Andersson, Marine L.; Auraaen, Ane; Bennie, Marion; Dahl, Marja-Liisa; Eiermann, Birgit; Hackl, Werner; Hammar, Tora; Hjemdahl, Paul; Koch, Sabine; Kunnamo, Ilkka; Le Louet, Herve; Panagiotis, Papapetrou; Raego, Lembit; Spedding, Michael; Seidling, Hanna M.; Demner-Fushman, Dina; Gustafsson, Lars L.

Exploiting complex medical data with interpretable deep learning for adverse drug event prediction 通过可解释的深度学习利用复杂的医疗数据进行药物不良事件预测

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2020-09-01

PREAI

Rebane, Jonathan; Samsten, Isak; Papapetrou, Panagiotis

Learning from heterogeneous temporal data in electronic health records (vol 65, pg 105, 2017)

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2020-01-01

OAAI

Zhao, Jing; Papapetrou, Panagiotis; Asker, Lars; Bostrom, Henrik