Belén Vega Márquez

@inproceedings{prisma285468,

title = {LLM-Assisted Grading of Fundamental Python Programming Exercises via In-Context Learning},

author = {José E. Sánchez-López and Pablo Reina-Jiménez and Manuel Carranza-García and Belén Vega-Márquez},

url = {https://prisma.us.es/publicacion/285468},

doi = {10.1007/978-3-032-29254-4_55},

year  = {2026},

date = {2026-01-01},

booktitle = {Communications in Computer and Information Science},

volume = {3046 CCIS},

pages = {689–700},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prisma276964,

title = {Optimization of Denoising Autoencoders with Progressive Learning Strategies for ScRNA-Seq Data},

author = {Francisco Javier Franco-Ruiz and Sara Fernandez-Malvido and Belén Vega-Marquez and Isabel A. Nepomuceno-Chamorro},

url = {https://prisma.us.es/publicacion/276964},

doi = {10.1007/978-3-032-10661-2_36},

year  = {2026},

date = {2026-01-01},

booktitle = {Lecture Notes in Computer Science},

volume = {16148 LNBI},

pages = {479–489},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prisma276974,

title = {Towards an Explainability Agent: Leveraging LLMs to Interpret LIME Outputs},

author = {Belén Vega-Márquez and Cristina Rubio-Escudero and Beatriz Pontes-Balanza},

url = {https://prisma.us.es/publicacion/276974},

doi = {10.1007/978-3-032-10661-2_2},

year  = {2026},

date = {2026-01-01},

booktitle = {Lecture Notes in Computer Science},

volume = {16148 LNBI},

pages = {17–28},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prisma276973,

title = {Application of Machine Learning Techniques to the Prediction of Hospital Mortality: Beyond Conventional Clinical Models},

author = {Pedro López Ruz and Belén Vega-Márquez and Beatriz Pontes-Balanza},

url = {https://prisma.us.es/publicacion/276973},

doi = {10.1007/978-3-032-10661-2_9},

year  = {2026},

date = {2026-01-01},

booktitle = {Lecture Notes in Computer Science},

volume = {16148 LNBI},

pages = {111–125},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prisma276994,

title = {Context-Aware AI Agents for Clinical Dialogue Assistance Through Large Language Models},

author = {Rodrigo Naranjo Pozas and Pablo Doblado Mendoza and Belén Vega-Márquez},

url = {https://prisma.us.es/publicacion/276994},

doi = {10.1007/978-3-032-10661-2_13},

year  = {2026},

date = {2026-01-01},

booktitle = {Lecture Notes in Computer Science},

volume = {16148 LNBI},

pages = {163–169},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prisma276972,

title = {Integrative Analysis of Breast Cancer Using Multi-omics Latent Representations},

author = {Yasmine Lakouifat Darkaoui and Beatriz Pontes and Belén Vega Márquez},

url = {https://prisma.us.es/publicacion/276972},

doi = {10.1007/978-3-032-10661-2_35},

year  = {2026},

date = {2026-01-01},

booktitle = {Lecture Notes in Computer Science},

volume = {16148 LNBI},

pages = {464–478},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prisma254929,

title = {Time Series Analysis of Iraq’s Energy Sector: Production, Consumption, and Trends},

author = {José Delgado and Morteza Aldarraji and Belén Vega-Márquez and Beatriz Pontes},

url = {https://prisma.us.es/publicacion/254929},

doi = {10.1007/978-3-031-75013-7_26},

year  = {2024},

date = {2024-01-01},

booktitle = {Lecture Notes in Networks and Systems},

volume = {888 LNNS},

pages = {272–281},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prisma241974,

title = {Desarrollo de habilidades en programación a través de proyectos individuales: potenciando la autonomía y la creatividad del estudiante},

author = {Belén Vega Márquez and Beatriz Pontes Balanza and José María Luna Romera},

url = {https://prisma.us.es/publicacion/241974},

year  = {2024},

date = {2024-01-01},

booktitle = {Congreso de innovación Educativa. INNOVARUS (2024), pp. 1989-1998.},

pages = {1989–1998},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prisma231838,

title = {Generating Synthetic Fetal Cardiotocography Data with Conditional Generative Adversarial Networks},

author = {Halal Abdulrahman Ahmed and Juan A. Nepomuceno and Belén Vega-Márquez and Isabel A. Nepomuceno-Chamorro},

url = {https://prisma.us.es/publicacion/231838},

doi = {10.1007/978-3-031-42536-3_11},

year  = {2023},

date = {2023-01-01},

booktitle = {Lecture Notes in Networks and Systems},

volume = {750 LNNS},

pages = {111–120},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prisma231844,

title = {Forecasting Greenhouse Temperature Using Machine Learning Models: Optimizing Crop Production in Andalucia},

author = {Belén Vega-Márquez and Juan Pardo-Martínez and María del Mar Villegas-Oliva and José C. Riquelme},

url = {https://prisma.us.es/publicacion/231844},

doi = {10.1007/978-3-031-42529-5_23},

year  = {2023},

date = {2023-01-01},

booktitle = {Lecture Notes in Networks and Systems},

volume = {749 LNNS},

pages = {239–248},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}