Ivanoe De Falco - Publications, H-index & Citations

Ivanoe De Falco

national research council of italy

26H指数

193论文数

2.3K被引数

收录论文 38

发表时间

Cotton Leaf Disease Detection via Dual-Backbone CNN-Transformer Fusion with Quantitative XAI Comparison 通过双骨干CNN-Transformer融合与定量XAI比较的棉花叶片病害检测

Electronics

IF2.6

2026-08-16

OAAI

Naeem Ullah; Ivanoe De Falco; Giovanna Sannino

SAND: The Challenge on Speech Analysis for Neurodegenerative Disease Assessment SAND：神经退行性疾病评估的语音分析挑战

IEEE Open Journal of Signal Processing

IF2.7

2026-07-13

OAAI

Giovanna Sannino; Ivanoe De Falco; Nadia Brancati; Laura Verde; Maria Frucci; Daniel Riccio; Vincenzo Bevilacqua; Antonio Di Marino; Lucia Aruta; Valentina Virginia Iuzzolino; Gianmaria Senerchia; Myriam Spisto; Raffaele Dubbioso

CAT: A Concept Annotation Tool for supporting the development of interpretable deep learning models 概念标注工具CAT：支持可解释深度学习模型开发的工具

Biomedical Signal Processing and Control

IF4.9

2026-06-17

OAAI

Vincenzo Bevilacqua; Antonio Di Marino; Angelo Ciaramella; Ivanoe De Falco; Giovanna Sannino

An explainable deep learning method based on spectral co-clustering for ozone time series forecasting 基于谱共聚类算法的可解释深度学习方法用于臭氧时间序列预测

Applied Intelligence

IF3.5

2026-05-21

OAAI

Naeem Ullah; Francisco Martínez-Álvarez; Ivanoe De Falco; Giovanna Sannino

Explainable Multi-Modal Medical Image Analysis Through Dual-Stream Multi-Feature Fusion and Class-Specific Selection 通过双流多特征融合和类别特定选择的可解释多模态医学图像分析

IF5

2026-01-16

OAAI

Naeem Ullah; Ivanoe De Falco; Giovanna Sannino

A Novel Knowledge Distillation and Hybrid Explainability Approach for Phenology Stage Classification from Multi-Source Time Series 多源时间序列物候阶段分类的知识提炼和混合可解释性新方法

Information Fusion

IF15.5

2026-01-16

OAAI

Naeem Ullah; Andrés Manuel Chacón-Maldonado; Francisco Martínez-Álvarez; Ivanoe De Falco; Giovanna Sannino

An Explainable Deep Learning Framework with Adaptive Feature Selection for Smart Lemon Disease Classification in Agriculture 一种具有自适应特征选择的智能柠檬病害分类可解释深度学习框架

Electronics 2025, Vol. 14, Page 3928

IF2.6

2025-10-02

OAAI

Naeem Ullah; Michelina Ruocco; Antonio Della Cioppa; Ivanoe De Falco; Giovanna Sannino

A novel explainable AI framework for medical image classification integrating statistical, visual, and rule-based methods 一种新颖的可解释的AI框架，用于医学图像分类，该框架集成了统计，视觉和基于规则的方法

Medical Image Analysis

IF11.8

2025-06-06

OAAI

Naeem Ullah; Florentina Guzmán-Aroca; Francisco Martínez-Álvarez; Ivanoe De Falco; Giovanna Sannino

Special Issue: Digital Healthcare Leveraging Edge Computing and the Internet of Things

SENSORS

IF3.5

2025-03-01

OAAI

Celesti, Antonio; De Falco, Ivanoe; Sannino, Giovanna; Carnevale, Lorenzo

Explainable Artificial Intelligence: Importance, Use Domains, Stages, Output Shapes, and Challenges 可解释的人工智能: 重要性、使用域、阶段、输出形状和挑战

ACM COMPUTING SURVEYS

IF28

2024-12-24

OAAI

Ullah, N; Khan, JA; De Falco, I; Sannino, G

Precision medicine in ALS: Identification of new acoustic markers for dysarthria severity assessment

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-03-01

OAAI

Dubbioso, Raffaele; Spisto, Myriam; Verde, Laura; Iuzzolino, Valentina Virginia; Senerchia, Gianmaria; De Pietro, Giuseppe; De Falco, Ivanoe; Sannino, Giovanna

Model-Free-Communication Federated Learning: Framework and application to Precision Medicine

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-01-01

OAAI

De Falco, I.; Della Cioppa, A.; Koutny, T.; Scafuri, U.; Tarantino, E.

Special Issue: Intelligent Systems for Clinical Care and Remote Patient Monitoring

SENSORS

IF3.5

2023-09-20

OAAI

Sannino, Giovanna; Celesti, Antonio; De Falco, Ivanoe