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S

Sebastián Ventura

Universidad de Cordoba

58H-index
428Paper Count
2.0WCitation Count
Published Papers 118
Publication Date
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A multi-instance Hoeffding Anytime Tree approach for interpretable failure detection in industrial systems
errAdvanced Engineering Informatics
IF9.9
err2026-08-01
err0
PREAI
errEsteban, Aurora; Ventura, Sebastian; Zafra, Amelia
errShare
errSave
HardTVAE: Hardness-Aware Generation and Multi-View Fidelity Evaluation of Synthetic Tabular Data for Imbalanced Learning
errIEEE Access
IF3.6
err2026-07-21
err0
errOAAI
errMabrouka Salmi; Dalia Atif; Sebastian Ventura
errShare
errSave
DANTIS library: Detection of ANomalies in TIme series
errNeurocomputing
IF6.5
err2026-06-06
err0
errOAAI
errChristian Luna; Elena Álvarez; Rafael Egea; José María Luna; Sebastián Ventura
errShare
errSave
MANPREDIC: A successful case study in predictive maintenance for ground vehicles in the Spanish army
errAlexandria Engineering Journal
IF6.8
err2026-05-05
err0
errOAAI
errAurora Esteban; Jose M. Moyano; Álvaro Espejo; Jose M. Luna; Antonio Molina; Sebastián Ventura
errShare
errSave
Forecasting Life Cycle Costs of Weapon Systems: An Open Source Approach With Artificial Intelligence
errJournal of Forecasting
IF2.7
err2026-04-13
err0
PREAI
errMartín Díaz Cuesta; Sebastián Ventura Soto; Carlos Jesús Vega Vera
errShare
errSave
Modeling Student-Subject Interactions with GNNs for Grade Prediction
errADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errAhmed Ali, Ghaidaa; Avila-Jimenez, Jose Luis; Al-Twijri, Mohammed Ibrahim; Ventura, Sebastian
errShare
errSave
MIHT: A Hoeffding Tree for Time Series Classification Using Multiple Instance Learning
errINTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT I
IF0
err2026-01-01
err0
PREAI
errEsteban, Aurora; Zafra, Amelia; Ventura, Sebastian
errShare
errSave
Exploring free radiomics software tools: a multiparametric evaluation for cancer classification
errBMC Medical Imaging
IF3.2
err2025-12-19
err0
errOAAI
errEduardo Almeda-Luna; José María Luna; Sebastián Ventura
errShare
errSave
Deep learning for multivariate time series anomaly detection: an evaluation of reconstruction-based methods
errArtificial Intelligence Review
IF13.9
err2025-10-29
err0
errOAAI
errMohammed A. Yahya; Antonio R. Moya; Sebastián Ventura
errShare
errSave
Simultaneous fault prediction in evolving industrial environments with ensembles of Hoeffding adaptive trees
errApplied Intelligence
IF3.5
err2025-08-23
err0
errOAAI
errA. Esteban; A. Cano; S. Ventura; A. Zafra
errShare
errSave
Mining autonomous student patterns score on LMS within online higher education
errPEERJ COMPUTER SCIENCE
IF2.5
err2025-05-05
err0
errOAAI
errOrdonez-Avila, Ricardo; Meza, Jaime; Ventura, Sebastian
errShare
errSave
Fuzzy Logic Recommender Model for Housing
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errMunoz, Emanuel G.; Meza, Jaime; Ventura, Sebastian
errShare
errSave
A survey of genetic algorithms for clustering: Taxonomy and empirical analysis
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-12-01
err0
PREAI
errRobles-Berumen, Hermes; Zafra, Amelia; Ventura, Sebastian
errShare
errSave
Hoeffding adaptive trees for multi-label classification on data streams
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-11-01
err0
errOAAI
errEsteban, Aurora; Cano, Alberto; Zafra, Amelia; Ventura, Sebastian
errShare
errSave
StaTDS library: Statistical tests for Data Science
errNEUROCOMPUTING
IF6.5
err2024-08-01
err3
errOAAI
errLuna, Christian; Moya, Antonio R.; Luna, Jose Maria; Ventura, Sebastian
errShare
errSave
Housing fuzzy recommender system: A systematic literature review
errHELIYON
IF3.6
err2024-03-01
err3
errOAAI
errMunoz, Emanuel G.; Parraga-Alava, Jorge; Meza, Jaime; Morales, Jonathan Josue Proano; Ventura, Sebastian
errShare
errSave
A deep learning model for Alzheimer's disease diagnosis based on patient clinical records
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-02-01
err8
errOAAI
errAvila-Jimenez, J. L.; Canton-Habas, Vanesa; Carrera-Gonzalez, Maria del Pilar; Rich-Ruiz, Manuel; Ventura, Sebastian
errShare
errSave
Efficient Frequent Chronicle Mining Algorithms: Application to Sleep Disorder
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errZmezm, Hareth; Luna, Jose Maria; Almeda, Eduardo; Ventura, Sebastian
errShare
errSave
Altered splicing machinery in lung carcinoids unveils NOVA1, PRPF8 and SRSF10 as novel candidates to understand tumor biology and expand biomarker discovery
errJOURNAL OF TRANSLATIONAL MEDICINE
IF7.5
err2023-12-04
err3
errOAAI
errBlazquez-Encinas, Ricardo; Garcia-Vioque, Victor; Caro-Cuenca, Teresa; Moreno-Montilla, Maria Trinidad; Mangili, Federica; Alors-Perez, Emilia; Ventura, Sebastian; Herrera-Martinez, Aura D.; Moreno-Casado, Paula; Calzado, Marco A.; Salvatierra, Angel; Galvez-Moreno, Maria A.; Fernandez-Cuesta, Lynnette; Foll, Matthieu; Luque, Raul M.; Alcala, Nicolas; Pedraza-Arevalo, Sergio; Ibanez-Costa, Alejandro; Castano, Justo P.
errShare
errSave
A contrast set mining based approach for cancer subtype analysis
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2023-09-01
err2
errOAAI
errTrasierras, A. M.; Luna, J. M.; Ventura, S.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
E
Enrique Herrera‐Viedma
H-index: 119 · Papers: 1.2K
A
Aldo Scarpa
H-index: 116 · Papers: 1.5K
M
Marı́a A. Blasco
H-index: 114 · Papers: 505
A
Ajith Abraham
H-index: 101 · Papers: 1.6K
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