Mara Martnez-Ballesteros
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
8
Active years
2009–2025
Best venue rank
National
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AIED | Comparison of Explainable Machine Learning Methods for Early Prediction of Student Performance in Programming Courses. | Ziwei Wang, Irena Koprinska, Mara Martnez-Ballesteros, Alicia Troncoso, Bryn Jeffries |
| 2025 | IDEAL | Feature Importance in Association Rule-Based Explanations for Time Series Forecasting. | A. R. Troncoso-Garca, Mara Martnez-Ballesteros, Francisco Martnez-lvarez, Alicia Troncoso Lora |
| 2025 | IWANN | Deep Learning or Trees? A Trade-off Analysis for Multivariate Time Series Forecasting. | Pablo Reina-Jimnez, Mara Martnez-Ballesteros, Jos C. Riquelme |
| 2025 | SAC | Bioinspired evolutionary metaheuristic based on COVID spread for discovering numerical association rules. | Cristina Herruzo-Lodeiro, Francesc Rodrguez-Daz, Alicia Troncoso, Mara Martnez-Ballesteros |
| 2024 | SAC | Evolutionary Feature Selection for Time-Series Forecasting. | Maria Lourdes Linares-Barrera, Manuel Jess Jimnez-Navarro, Isabel Sofia Brito, Jos C. Riquelme, Mara Martnez-Ballesteros |
| 2023 | HAIS | A Feature Selection and Association Rule Approach to Identify Genes Associated with Metastasis and Low Survival in Sarcoma. | Maria Lourdes Linares-Barrera, Mara Martnez-Ballesteros, Jos Manuel Garca-Heredia, Jos C. Riquelme |
| 2023 | HAIS | A New Hybrid CNN-LSTM for Wind Power Forecasting in Ethiopia. | E. Tefera, Mara Martnez-Ballesteros, Alicia Troncoso, Francisco Martnez-lvarez |
| 2023 | IWANN | Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning. | M. J. Jimnez-Navarro, Mara Martnez-Ballesteros, Francisco Martnez-lvarez, Gualberto Asencio-Corts |
| 2023 | IWANN | Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological Signals. | A. R. Troncoso-Garca, Mara Martnez-Ballesteros, Francisco Martnez-lvarez, Alicia Troncoso Lora |
| 2023 | SAC | A bioinspired ensemble approach for multi-horizon reference evapotranspiration forecasting in Portugal. | Manuel Jess Jimnez-Navarro, Mara Martnez-Ballesteros, Isabel Sofia Brito, Francisco Martnez-lvarez, Gualberto Asencio-Corts |
| 2023 | SAC | Evolutionary computation to explain deep learning models for time series forecasting. | Angela Troncoso-Garca, Alicia Troncoso Lora, Francisco Martnez-lvarez, Mara Martnez-Ballesteros |
| 2022 | KES | Explainable machine learning for sleep apnea prediction. | A. R. Troncoso-Garca, Mara Martnez-Ballesteros, Francisco Martnez-lvarez, Alicia Troncoso |
| 2022 | SAC | A novel approach to discover numerical association based on the coronavirus optimization algorithm. | C. Segarra-Martn, Mara Martnez-Ballesteros, Alicia Troncoso, Francisco Martnez-lvarez |
| 2016 | HAIS | Discovery of Genes Implied in Cancer by Genetic Algorithms and Association Rules. | Alejandro Snchez Medina, Alberto Gil Pichardo, Jos Manuel Garca-Heredia, Mara Martnez-Ballesteros |
| 2016 | HAIS | A Nearest Neighbours-Based Algorithm for Big Time Series Data Forecasting. | Ricardo L. Talavera-Llames, Rubn Prez-Chacn, Mara Martnez-Ballesteros, Alicia Troncoso, Francisco Martnez-lvarez |
| 2013 | HAIS | ra A Sensitivity Analysis for Quality Measures of Quantitative Association Rules. | Mara Martnez-Ballesteros, Francisco Martnez-lvarez, Alicia Troncoso Lora, Jos C. Riquelme |
| 2011 | HAIS | Analysis of Measures of Quantitative Association Rules. | Mara Martnez-Ballesteros, Jos Cristbal Riquelme Santos |
| 2011 | ICAART | Mining Quantitative Association Rules in Microarray Data using Evolutive Algorithms. | Mara Martnez-Ballesteros, Cristina Rubio-Escudero, Jos C. Riquelme, Francisco Martnez-lvarez |
| 2011 | ISDA | Inferring gene-gene associations from Quantitative Association Rules. | Mara Martnez-Ballesteros, Isabel A. Nepomuceno-Chamorro, Jos C. Riquelme |
| 2011 | ISDA | On the use of algorithms to discover motifs in DNA sequences. | Cristina Rubio-Escudero, Francisco Martnez-lvarez, Mara Martnez-Ballesteros, Jos C. Riquelme |
| 2009 | IDEAL | Quantitative Association Rules Applied to Climatological Time Series Forecasting. | Mara Martnez-Ballesteros, Francisco Martnez-lvarez, Alicia Troncoso Lora, Jos C. Riquelme |