Fernando Martínez‐Plumed

Universitat Politecnica de Valencia

21H指数

94论文数

2.7K被引数

收录论文 15

发表时间

A rising tide: revisiting the occupational impact of AI in the generative era 浪潮再起：在生成式时代重新审视AI的职业影响

Structural Change and Economic Dynamics

IF5.5

2026-08-01

PREAI

Casas, Pablo; Fernandez-Macias, Enrique; Martinez-Plumed, Fernando; Gomez, Emilia; Gonzalez-Vazquez, Ignacio; Salotti, Simone

Refining Community Detection in Social Networks: Agglomerative and Divisive Methods with Size Constraints 社交网络中的社区发现：具有规模约束的凝聚与分裂方法

MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, MDAI 2025

IF0

2026-01-01

PREAI

Vallejo-Huanga, Diego; Fasmer, Erlend Eindride; Ferri, Cesar; Martinez-Plumed, Fernando

Follow the leader: a deep reinforcement learning framework for safe and efficient autonomous car-following 跟随领导者：一种用于安全高效自动驾驶车辆跟随的深度强化学习框架

Journal of Intelligent Transportation Systems

IF2.8

2025-12-04

OAAI

Andres L. Marin; Fernando Martínez-Plumed; Michail A. Makridis; Alessandro Tansini; Luca Pulvirenti; Jaime Suarez Corujo; Dimitrios Komnos; María José Ramírez-Quintana; Carlos Monserrat; Georgios Fontaras

Analysing the Predictability of Language Model Performance 分析语言模型性能的可预测性

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2025-02-05

OAAI

Schellaert, W; Martinez-plumed, F; Hernandez-orallo, J

A general supply-inspect cost framework to regulate the reliability-usability trade-offs for few-shot inference

COMPLEX & INTELLIGENT SYSTEMS

IF4.6

2024-08-19

OAAI

Martinez-Plumed, Fernando; Jaimovitch-Lopez, Gonzalo; Ferri, Cesar; Ramirez-Quintana, Maria Jose; Hernandez-Orallo, Jose

Unveiling the robustness of machine learning families

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-08-08

OAAI

Fabra-Boluda, R.; Ferri, C.; Ramirez-Quintana, M. J.; Martinez-Plumed, F.

Trends in AI inference energy consumption: Beyond the performance-vs-parameter laws of deep learning

SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS

IF5.7

2023-04-01

OAAI

Desislavov, Radosvet; Martinez-Plumed, Fernando; Hernandez-Orallo, Jose

Can language models automate data wrangling?语言模型可以自动进行数据争论吗？

MACHINE LEARNING

IF2.9

2022-12-01

OAAI

Jaimovitch-Lopez, Gonzalo; Ferri, Cesar; Hernandez-Orallo, Jose; Martinez-Plumed, Fernando; Ramirez-Quintana, Maria Jose

General intelligence disentangled via a generality metric for natural and artificial intelligence

SCIENTIFIC REPORTS

IF3.9

2021-11-24

OAAI

Hernandez-Orallo, Jose; Loe, Bao Sheng; Cheke, Lucy; Martinez-Plumed, Fernando; Heigeartaigh, Sean O.

CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2021-08-01

148

OAAI

Martinez-Plumed, Fernando; Contreras-Ochando, Lidia; Ferri, Cesar; Hernandez-Orallo, Jose; Kull, Meelis; Lachiche, Nicolas; Ramirez-Quintana, Maria Jose; Flach, Peter

Research community dynamics behind popular AI benchmarks

NATURE MACHINE INTELLIGENCE

IF23.9

2021-05-17

OAAI

Martinez-Plumed, Fernando; Barredo, Pablo; Heigeartaigh, Sean O.; Hernandez-Orallo, Jose

Futures of artificial intelligence through technology readiness levels 通过技术准备水平实现人工智能的未来

TELEMATICS AND INFORMATICS

IF8.3

2021-05-01

OAAI

Martinez-Plumed, Fernando; Gomez, Emilia; Hernandez-Orallo, Jose