Patricia A. Apellániz - Publications, H-index & Citations | 科言猫

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Patricia A. Apellániz

universidad politécnica de madrid

2H指数

7论文数

13被引数

收录论文 6

发表时间

Deep survival analysis in multimodal medical data: a parametric and probabilistic approach with competing risks 多模态医学数据中的深度生存分析：一种参数化与概率性方法，并考虑竞争风险

Scientific Reports

IF3.9

2026-06-18

0

OAAI

Alba Garrido; Alejandro Almodóvar; Patricia A. Apellániz; Santiago Zazo; Juan Parras

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The Geometry of Privacy: A Two-Stage Analysis of Generative Membership Inference in Federated Learning 隐私的几何学：联邦学习生成式成员推断的两阶段分析

Big Data and Cognitive Computing

IF4.4

2026-05-19

0

OAAI

Borja Arroyo Galende; Patricia A. Apellániz; Alejandro Almodóvar; Silvia Uribe; Federico Álvarez; Juan Parras

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Advancing Cancer Research With Synthetic Data Generation in Low-Data Scenarios 在低数据场景中通过合成数据生成推进癌症研究

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-08-04

0

PREAI

Patricia A. Apellániz; Borja Arroyo Galende; Ana Jiménez; Juan Parras; Santiago Zazo

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Artificial inductive bias for synthetic tabular data generation in data-scarce scenarios 数据稀少场景下合成表格数据生成的生成人工归纳偏置

IF6.5

2025-07-30

0

OAAI

Patricia A. Apellániz; Ana Jiménez; Borja Arroyo Galende; Juan Parras; Santiago Zazo

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Improving Synthetic Data Generation Through Federated Learning in Scarce and Heterogeneous Data Scenarios 在稀缺和异构数据场景中通过联合学习改进合成数据生成

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2025-01-21

0

OAAI

Apellaniz, Patricia A.; Parras, Juan; Zazo, Santiago

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Membership Inference Attacks and Differential Privacy: A Study Within the Context of Generative Models 成员推断攻击与差分隐私：生成模型背景下的研究

IEEE Open Journal of the Computer Society

IF8.2

2025-01-01

0

OAAI

Borja Arroyo Galende; Patricia A. Apellániz; Juan Parras; Santiago Zazo; Silvia Uribe

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