Francesco Spinnato - Publications, H-index & Citations

Francesco Spinnato

university of pisa

5H指数

26论文数

227被引数

收录论文 7

发表时间

MASCOTS: Model-Agnostic Symbolic COunterfactual Explanations for Time Series MASCOTS: 面向时间序列的模型无关符号反事实解释

MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT IV

IF0

2026-01-01

OAAI

Pludowski, Dawid; Spinnato, Francesco; Wilczynski, Piotr; Kotowski, Krzysztof; Ntagiou, Evridiki Vasileia; Guidotti, Riccardo; Biecek, Przemyslaw

Enhancing randomized recurrent neural networks with explainable attribution methods 增强随机循环神经网络的可解释归因方法

Neurocomputing

IF6.5

2025-12-03

PREAI

Francesco Spinnato; Andrea Ceni; Andrea Cossu; Riccardo Guidotti; Claudio Gallicchio; Davide Bacciu

Modeling events and interactions through temporal processes: A survey 通过时序过程对事件和交互进行建模：一项综述

Neurocomputing

IF6.5

2025-08-11

OAAI

Angelica Liguori; Luciano Caroprese; Marco Minici; Bruno Veloso; Francesco Spinnato; Mirco Nanni; Giuseppe Manco; João Gama

Drifting explanations in continual learning

NEUROCOMPUTING

IF6.5

2024-09-01

OAAI

Cossu, Andrea; Spinnato, Francesco; Guidotti, Riccardo; Bacciu, Davide

Fast, Interpretable, and Deterministic Time Series Classification With a Bag-of-Receptive-Fields 具有接收字段袋的快速、可解释和确定性时间序列分类

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Spinnato, Francesco; Guidotti, Riccardo; Monreale, Anna; Nanni, Mirco

Understanding Any Time Series Classifier with a Subsequence-based Explainer 使用基于子序列的解释器理解任何时间序列分类器

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-11-13

OAAI

Spinnato, Francesco; Guidotti, Riccardo; Monreale, Anna; Nanni, Mirco; Pedreschi, Dino; Giannotti, Fosca

Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions 用于时间序列分类的可解释AI: 回顾，分类和研究方向

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Theissler, Andreas; Spinnato, Francesco; Schlegel, Udo; Guidotti, Riccardo