Carlos J. Alonso

Computer Science · Physical Sciences

19h-index3.1kcitations134works0.02yr avg
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Research Topics

AI-based Problem Solving and Planning(26), Fault Detection and Control Systems(25), Neural Networks and Applications(17), Time Series Analysis and Forecasting(15), Latin American Literature Studies(10)

Publications134 total

Feature-Engineering-Based Machine Learning Approach for Cutter Flank Wear Prediction under Data-Scarce Conditions
PHM Society Asia-Pacific Conference·2026Open Access
Contrastive Learning Approach for Anomaly Detection in Multi-View Scenarios
Annual Conference of the PHM Society·2025Open Access
Deep-Learning Clustering to Assess the Health State in a Die-Casting Process in the Automotive Industry
2025
Pomace from Pome Fruits as a Source of Functional Foods and Extracts with Nutraceutical Potential
Apple Academic Press eBooks·2024
Deep Learning Solution for Quality Control in a Die Casting Process
Annual Conference of the PHM Society·2024Open Access
Approche par intelligence artificielle du diagnostic basé sur les modèles
2024
Design of a Person-Carrying Robot for Contact Compliant Navigation
2023
Integrating PCA and structural model decomposition to improve fault monitoring and diagnosis with varying operation points
Engineering Applications of Artificial Intelligence·2023· 19 citedOpen Access
Clustering and Deep-Learning for Energy Consumption Forecast in Smart Buildings
IEEE Access·2023· 9 citedOpen Access
Turbolid: Time Use in a Rule Based on Line Industrial Diagnoser
Industrial and Engineering Applications of Artificial Intelligence and Expert Systems·2022
Fuel Economy Benefit of Active Grille Shutters for Real World, Worldwide Harmonized Light Vehicles Test Procedure, and Real Driving Emission Cycles
SAE technical papers on CD-ROM/SAE technical paper series·2022· 2 cited
IMPLEMENTATION OF ENVIRONMENTAL TECHNOLOGY VERIFICATION THROUGH INNOVATIVE TRAINING IN RESPONSE TO URGENT ENVIRONMENTAL CHALLENGES
INTED proceedings·2020Open Access
Un paseo por la ética actual
Dialnet (Universidad de la Rioja)·2020
Model-Based Diagnosis by the Artificial Intelligence Community: The DX Approach
2019· 1 cited
A Big Data Architecture for Fault Prognostics of Electronic Devices: Application to Power MOSFETs
IEEE Access·2019· 16 citedOpen Access
Consideraciones sobre la trucha común y la pesca sin muerte
Quercus eBooks·2019
Model-Based Diagnosis by the Artificial Intelligence Community: Alternatives to GDE and Diagnosis of Dynamic Systems
2019· 1 cited
MODEL FOR DETECTING ACADEMIC FAILURE AUTOMATICALLY AND EARLY ON
INTED proceedings·2018· 1 cited
Autonomous vehicle traction subsystem modeling and diagnosis using BG-PCs
Kalpa publications in computing·2018Open Access
La trucha común como indicador del cambio global en Sierra Nevada
Quercus eBooks·2018
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Frequent Co-authors

Belarmino Pulido(18), Juan J. Rodríguez(17), Aníbal Bregón(10), Gautam Biswas(4), Gerardo G. Acosta(4), Henrik Boström(3), Óscar J. Prieto(3), Noemi Moya(3), José A. Maestro(2), M. Aránzazu Simón(2), Isaac Moro(2), I. Nollmann(2), César de Prada(2), Belarmino Pulido Junquera(2), César Llamas(2), Ludmila I. Kuncheva(1), Q. Isaac Moro-Sancho(1), Arancha Simón-Hurtado(1), Ricardo Varela-Arrabal(1), F. R. Colomb(1)