Carlos J. Pérez

39 papers Misc 1Journal 35Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multivariate autoregressive multilayer perceptron model for predicting internal beehive conditions from sensor data.
Comput. Electron. Agric.
M. Carmen Robustillo, Diren Senger, María Isabel Parra, Carlos J. Pérez
2026 J jnl
A swarm-based multi-objective approach for sentiment-oriented generic summarization: application to tweets.
Soft Comput.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2026 J jnl
A transformer-based deep learning approach for detecting online hate speech in Spanish.
Appl. Soft Comput.
Jesús M. Sánchez-Gómez, Fernando Batista, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2025 J jnl
A keyword extraction model study in the movie domain with synopsis and reviews.
Knowl. Inf. Syst.
Carlos González-Santos, Miguel A. Vega-Rodríguez, Carlos J. Pérez, Iñaki Martínez-Sarriegui, Joaquín M. López-Muñoz
2025 J jnl
Generating automatic summaries with an indicator and decomposition-based hybrid evolutionary approach.
Knowl. Based Syst.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2025 J jnl
Time Series Classification of Raw Voice Waveforms for Parkinson's Disease Detection Using Generative Adversarial Network-Driven Data Augmentation.
IEEE Open J. Comput. Soc.
Marta Rey-Paredes, Carlos J. Pérez, Alfonso Mateos Caballero
2024 J jnl
Addressing multidimensional highly correlated data for forecasting in precision beekeeping.
Comput. Electron. Agric.
M. Carmen Robustillo, Lizbeth Naranjo, María Isabel Parra, Carlos J. Pérez
2024 J jnl
An indicator-based multi-objective variable neighborhood search approach for query-focused summarization.
Swarm Evol. Comput.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2024 J jnl
Automatic assignment of microgenres to movies using a word embedding-based approach.
Multim. Tools Appl.
Carlos González-Santos, Miguel A. Vega-Rodríguez, Joaquín M. López-Muñoz, Iñaki Martínez-Sarriegui, Carlos J. Pérez
2023 J jnl
A multi-objective artificial bee colony approach for profit-aware recommender systems.
Inf. Sci.
José A. Concha-Carrasco, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2023 J jnl
A new multi-objective evolutionary algorithm for citation-based summarization: Comprehensive analysis of the generated summaries.
Eng. Appl. Artif. Intell.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2023 J jnl
Addressing smartphone mismatch in Parkinson's disease detection aid systems based on speech.
Biomed. Signal Process. Control.
Mario Madruga, Yolanda Campos-Roca, Carlos J. Pérez
2023 J jnl
Automatic Update Summarization by a Multiobjective Number-One-Selection Genetic Approach.
IEEE Trans. Cybern.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2023 J jnl
Automatic assignment of moral foundations to movies by word embedding.
Knowl. Based Syst.
Carlos González-Santos, Miguel A. Vega-Rodríguez, Carlos J. Pérez, Joaquín M. López-Muñoz, Iñaki Martínez-Sarriegui
2022 J jnl
A multi-objective memetic algorithm for query-oriented text summarization: Medicine texts as a case study.
Expert Syst. Appl.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2021 J jnl
Addressing topic modeling with a multi-objective optimization approach based on swarm intelligence.
Knowl. Based Syst.
Carlos González-Santos, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2021 J jnl
Monitoring Parkinson's disease progression based on recorded speech with missing ordinal responses and replicated covariates.
Comput. Biol. Medicine
Lizbeth Naranjo, Carlos J. Pérez, Yolanda Campos-Roca
2021 J jnl
Replication-based regularization approaches to diagnose Reinke's edema by using voice recordings.
Artif. Intell. Medicine
Lizbeth Naranjo, Carlos J. Pérez, Yolanda Campos-Roca, Mario Madruga
2021 J jnl
Sentiment-oriented query-focused text summarization addressed with a multi-objective optimization approach.
Appl. Soft Comput.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2021 J jnl
The impact of term-weighting schemes and similarity measures on extractive multi-document text summarization.
Expert Syst. Appl.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2020 J jnl
A decomposition-based multi-objective optimization approach for extractive multi-document text summarization.
Appl. Soft Comput.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2020 J jnl
Experimental analysis of multiple criteria for extractive multi-document text summarization.
Expert Syst. Appl.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2020 Misc conf
Robustness Assessment of Automatic Reinke's Edema Diagnosis Systems.
ICASSP
Mario Madruga, Yolanda Campos-Roca, Carlos J. Pérez
2020 J jnl
Un estudio de los métodos de reducción del frente de Pareto a una única solución aplicado al problema de resumen extractivo multi-documento.
Proces. del Leng. Natural
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2019 J jnl
Comparison of automatic methods for reducing the Pareto front to a single solution applied to multi-document text summarization.
Knowl. Based Syst.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2019 J jnl
Identifying key players in large social networks by using a multi-objective artificial bee colony optimization approach.
Appl. Soft Comput.
Dimas de la Fuente, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2019 J jnl
Parallelizing a multi-objective optimization approach for extractive multi-document text summarization.
J. Parallel Distributed Comput.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2018 J jnl
A Diadochokinesis-based expert system considering articulatory features of plosive consonants for early detection of Parkinson's disease.
Comput. Methods Programs Biomed.
David Montaña, Yolanda Campos-Roca, Carlos J. Pérez
2018 — conf
A New Asymmetric Link-Based Binary Regression Model to Detect Parkinson's Disease by Using Replicated Voice Recordings.
EUSIPCO
Lizbeth Naranjo, Carlos J. Pérez, Jacinto Martín, Fernando Calle-Alonso
2018 J jnl
Automatic selection of a single solution from the Pareto front to identify key players in social networks.
Knowl. Based Syst.
Dimas de la Fuente, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2018 — conf
Computational Diagnosis of Parkinson's Disease from Speech Based on Regularization Methods.
EUSIPCO
Yolanda Campos-Roca, Fernando Calle-Alonso, Carlos J. Pérez, Lizbeth Naranjo
2018 J jnl
Extractive multi-document text summarization using a multi-objective artificial bee colony optimization approach.
Knowl. Based Syst.
Jesús M. Sánchez-Gómez, Miguel A. Vega-Rodríguez, Carlos J. Pérez
2017 J jnl
A two-stage variable selection and classification approach for Parkinson's disease detection by using voice recording replications.
Comput. Methods Programs Biomed.
Lizbeth Naranjo, Carlos J. Pérez, Jacinto Martín, Yolanda Campos-Roca
2017 J jnl
Addressing voice recording replications for tracking Parkinson's disease progression.
Medical Biol. Eng. Comput.
Lizbeth Naranjo, Carlos J. Pérez, Jacinto Martín
2016 J jnl
Addressing voice recording replications for Parkinson's disease detection.
Expert Syst. Appl.
Lizbeth Naranjo, Carlos J. Pérez, Yolanda Campos-Roca, Jacinto Martín
2015 J jnl
Bayesian analysis of some models that use the asymmetric exponential power distribution.
Stat. Comput.
Lizbeth Naranjo, Carlos J. Pérez, Jacinto Martín
2014 — conf
A latent variable-based Bayesian regression to address recording replications in Parkinson's Disease.
EUSIPCO
Carlos J. Pérez, Lizbeth Naranjo, Jacinto Martín, Yolanda Campos-Roca
2014 J jnl
Bayesian binary regression with exponential power link.
Comput. Stat. Data Anal.
Lizbeth Naranjo, Jacinto Martín, Carlos J. Pérez
2006 J jnl
Bayesian analysis of finite mixture models of distributions from exponential families.
Comput. Stat.
María Jesús Rufo, Jacinto Martín, Carlos J. Pérez