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Luca Longo

university college cork

28H指数
191论文数
3.7K被引数
收录论文 25
发表时间
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Human-Centred Evaluation of an Interactive User Interface for Surrogate Decision Trees via Psychometrics基于心理测量的代理决策树交互用户界面的以人为中心的评估
errInternational Journal of Human–Computer Interaction
IF0
err2026-06-04
err0
errOAAI
errCarmine Attanasio; Giulia Vilone; Andreas Holzinger; Luca Longo
err分享
err收藏
Evaluating Argumentation Graphs as Global Explainable Surrogate Models for Dense Neural Networks and Their Comparison with Decision Trees评估论辩图作为密集神经网络的全球可解释代理模型及其与决策树的比较
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT V
IF0
err2026-01-01
err0
errOAAI
errVilone, Giulia; Longo, Luca
err分享
err收藏
Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest扩展决策谓词图以全面解释孤立森林
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II
IF0
err2026-01-01
err0
errOAAI
errCeschin, Matteo; Arrighi, Leonardo; Longo, Luca; Junior, Sylvio Barbon
err分享
err收藏
A Combination of Integrated Gradients and SRFAMap for Explaining Neural Networks Trained with High-Order Statistical Radiomic Features结合集成梯度与SRFAMap解释基于高阶统计放射组特征训练的神经网络
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT I
IF0
err2026-01-01
err0
errOAAI
errDavydko, Oleksandr; Pavlov, Vladimir; Longo, Luca
err分享
err收藏
Latent Space Interpretation and Mechanistic Clipping of Subject-Specific Variational Autoencoders of EEG Topographic Maps for Artefacts ReductionEEG地形图主题特定变分自编码器的潜在空间解释与机制性裁剪用于伪迹减少
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT III
IF0
err2026-01-01
err0
errOAAI
errAhmed, Taufique; Biecek, Przemyslaw; Longo, Luca
err分享
err收藏
Explainable AI for sign language recognition models: Integrating Grad-Cam LIME and Integrated Gradients手语识别模型的可解释性AI：整合Grad-Cam、LIME和Integrated Gradients
errPLOS ONE
IF2.6
err2025-12-10
err0
PREAI
errEl-Qoraychy, Fatima-Zahrae; Mualla, Yazan; Zhao, Hui; Dridi, Mahjoub; Creput, Jean-Charles; Longo, Luca
err分享
err收藏
CORTEX: Cost-sensitive rule and tree extraction methodCORTEX: 一种基于成本敏感的规则和树提取方法
errKnowledge-Based Systems
IF7.6
err2025-10-09
err0
PREAI
errMarija Kopanja; Miloš Savić; Luca Longo
err分享
err收藏
Interpreting the latent space of a Convolutional Variational Autoencoder for semi-automated eye blink artefact detection in EEG signals解释用于EEG信号中半自动眨眼伪像检测的卷积变分自动编码器的潜在空间
errCOMPUTER STANDARDS & INTERFACES
IF3.1
err2025-03-01
err1
errOAAI
errCriscuolo, Sabatina; Apicella, Andrea; Prevete, Roberto; Longo, Luca
err分享
err收藏
onEEGwaveLAD: A fully automated online EEG wavelet-based learning adaptive denoiser for artefacts identification and mitigationonEEGwaveLAD：一种基于EEG小波学习的全自动在线自适应去噪器，用于伪影识别和缓解
errPLOS ONE
IF2.6
err2025-01-28
err0
errOAAI
errLongo, Luca; Reilly, Richard B.
err分享
err收藏
Is neuro-symbolic AI meeting its promises in natural language processing? A structured review
errSEMANTIC WEB
IF2.9
err2024-10-04
err10
errOAAI
errHamilton, Kyle; Nayak, Aparna; Bozic, Bojan; Longo, Luca
err分享
err收藏
A global model-agnostic rule-based XAI method based on Parameterized Event Primitives for time series classifiers基于参数化事件基元的时序分类器全局模型不可知规则XAI方法
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-09-20
err0
errOAAI
errMekonnen, Ephrem Tibebe; Longo, Luca; Dondio, Pierpaolo
err分享
err收藏
A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI数据驱动的规则生成和计算论证的新颖集成，用于增强可解释的AI
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2024-09-12
err1
errOAAI
errRizzo, Lucas; Verda, Damiano; Berretta, Serena; Longo, Luca
err分享
err收藏
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions可解释人工智能 (XAI) 2.0: 开放挑战和跨学科研究方向的宣言
errINFORMATION FUSION
IF15.5
err2024-06-01
err49
errOAAI
errLongo, Luca; Brcic, Mario; Cabitza, Federico; Choi, Jaesik; Confalonieri, Roberto; Del Ser, Javier; Guidotti, Riccardo; Hayashi, Yoichi; Herrera, Francisco; Holzinger, Andreas; Jiang, Richard; Khosravi, Hassan; Lecue, Freddy; Malgieri, Gianclaudio; Paez, Andres; Samek, Wojciech; Schneider, Johannes; Speith, Timo; Stumpf, Simone
err分享
err收藏
A Review on Machine Learning Methods for Customer Churn Prediction and Recommendations for Business Practitioners客户流失预测的机器学习方法综述及对商业从业者的建议
errIEEE ACCESS
IF3.6
err2024-01-01
err10
PREAI
errManzoor, Awais; Qureshi, M. Atif; Kidney, Etain; Longo, Luca
err分享
err收藏
Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations用SHapley加法解释解释深度Q学习经验回放
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2023-10-09
err3
errOAAI
errSullivan, Robert S.; Longo, Luca
err分享
err收藏
Comparing and extending the use of defeasible argumentation with quantitative data in real-world contexts
errINFORMATION FUSION
IF15.5
err2023-01-01
err3
errOAAI
errRizzo, Lucas; Longo, Luca
err分享
err收藏
Examining the Size of the Latent Space of Convolutional Variational Autoencoders Trained With Spectral Topographic Maps of EEG Frequency Bands
errIEEE ACCESS
IF3.6
err2022-01-01
err14
errOAAI
errAhmed, Taufique; Longo, Luca
err分享
err收藏
Notions of explainability and evaluation approaches for explainable artificial intelligence可解释人工智能的可解释性概念和评估方法
errINFORMATION FUSION
IF15.5
err2021-12-01
err244
errOAAI
errVilone, Giulia; Longo, Luca
err分享
err收藏
A Quantitative Evaluation of Global, Rule-Based Explanations of Post-Hoc, Model Agnostic Methods对事后模型不可知方法的全局、基于规则的解释的定量评估
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2021-11-03
err18
errOAAI
errVilone, Giulia; Longo, Luca
err分享
err收藏
Classification of Explainable Artificial Intelligence Methods through Their Output Formats通过输出格式对可解释的人工智能方法进行分类
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2021-08-04
err71
errOAAI
errVilone, Giulia; Longo, Luca
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
F
Francisco Herrera
H 指数: 169 · 论文数: 1.3K
A
Andreas Holzinger
H 指数: 79 · 论文数: 810
R
Richard B. Reilly
H 指数: 77 · 论文数: 864
J
Javier Del Ser
H 指数: 59 · 论文数: 559
W
Wojciech Samek
H 指数: 51 · 论文数: 361
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