Carlos Eiras‐Franco - Publications, H-index & Citations

Carlos Eiras‐Franco

Universidade da Coruña

8H指数

32论文数

194被引数

收录论文 11

发表时间

Quantitative and Qualitative Evaluation on Local Explainability Models for Anomaly Detection Algorithms 异常检测算法局部可解释性模型的定性与定量评估

ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT II

IF0

2026-01-01

PREAI

Esteban-Martinez, David; Eiras-Franco, Carlos; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo

A hybrid metaheuristics-Bayesian Optimization framework with safe transfer learning for continuous Spark tuning 一种结合安全迁移学习的混合元启发式-贝叶斯优化框架，用于连续Spark调优

Future Generation Computer Systems

IF0

2025-12-16

OAAI

Mariano Garralda-Barrio; Carlos Eiras-Franco; Verónica Bolón-Canedo

Beyond RMSE and MAE: Introducing EAUC to Unmask Hidden Bias and Unfairness in Dyadic Regression Models 超越RMSE和MAE：引入EAUC以揭示二元回归模型中的隐藏偏差和不公平性

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2025-08-06

OAAI

Jorge Paz-Ruza; Amparo Alonso-Betanzos; Bertha Guijarro-Berdiñas; Brais Cancela; Carlos Eiras-Franco

Adaptive incremental transfer learning for efficient performance modeling of big data workloads

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2025-05-01

PREAI

Garralda-Barrio, Mariano; Eiras-Franco, Carlos; Bolon-Canedo, Veronica

Performance and sustainability of BERT derivatives in dyadic data

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-03-01

PREAI

Escarda, Miguel; Eiras-Franco, Carlos; Cancela, Brais; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo

Sustainable transparency on recommender systems: Bayesian ranking of images for explainability 推荐系统的可持续透明度: 图像可解释性的贝叶斯排名

INFORMATION FUSION

IF15.5

2024-11-01

OAAI

Paz-Ruza, Jorge; Alonso-Betanzos, Amparo; Guijarro-Berdinas, Bertha; Cancela, Brais; Eiras-Franco, Carlos

A novel framework for generic Spark workload characterization and similar pattern recognition using machine learning 使用机器学习进行通用Spark工作负载表征和类似模式识别的新颖框架

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

IF4

2024-07-01

OAAI

Garralda-Barrio, Mariano; Eiras-Franco, Carlos; Bolon-Canedo, Veronica

Scalable feature selection using ReliefF aided by locality-sensitive hashin

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2021-06-18

OAAI

Eiras-Franco, Carlos; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo; Bahamonde, Antonio

Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing 使用自动调整的局部敏感哈希快速构建分布式kNN图

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2020-10-12

OAAI

Eiras-Franco, Carlos; Martinez-Rego, David; Kanthan, Leslie; Pineiro, Cesar; Bahamonde, Antonio; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo

A scalable decision-tree-based method to explain interactions in dyadic data

DECISION SUPPORT SYSTEMS

IF6.8

2019-12-01

OAAI

Eiras-Franco, Carlos; Guijarro-Berdinas, Bertha; Alonso-Betanzos, Amparo; Bahamonde, Antonio

Multithreaded and Spark parallelization of feature selection filters

nature computational science

IF3.7

2016-11-01

OAAI

Eiras-Franco, Carlos; Bolon-Canedo, Veronica; Ramos, Sabela; Gonzalez-Dominguez, Jorge; Alonso-Betanzos, Amparo; Tourino, Juan

研究方向