| Data mining methods applied to a digital forensics task for supervised machine learning AJ Tallón-Ballesteros, JC Riquelme Computational intelligence in digital forensics: forensic investigation and …, 2014 | 61 | 2014 |
| Predicting concentration levels of air pollutants by transfer learning and recurrent neural network IH Fong, T Li, S Fong, RK Wong, AJ Tallon-Ballesteros Knowledge-Based Systems 192, 105622, 2020 | 57 | 2020 |
| Massive missing data reconstruction in ocean buoys with evolutionary product unit neural networks AM Durán-Rosal, C Hervás-Martínez, AJ Tallón-Ballesteros, ... Ocean Engineering 117, 292-301, 2016 | 39 | 2016 |
| Explainable AI: Using Shapley value to explain complex anomaly detection ML-based systems A Tallón-Ballesteros, C Chen Machine learning and artificial intelligence 332, 152, 2020 | 27 | 2020 |
| Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems AJ Tallón-Ballesteros, C Hervás-Martínez, JC Riquelme, R Ruiz Neurocomputing 114, 107-117, 2013 | 26 | 2013 |
| A two-stage algorithm in evolutionary product unit neural networks for classification AJ Tallón-Ballesteros, C Hervás-Martínez Expert Systems with Applications 38 (1), 743-754, 2011 | 26 | 2011 |
| Deleting or keeping outliers for classifier training? AJ Tallón-Ballesteros, JC Riquelme 2014 sixth world congress on Nature and Biologically Inspired Computing …, 2014 | 25 | 2014 |
| A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data J Li, Y Wu, S Fong, AJ Tallón-Ballesteros, X Yang, S Mohammed, F Wu The Journal of Supercomputing, 1-36, 2022 | 24 | 2022 |
| Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems AJ Tallón-Ballesteros, JC Riquelme, R Ruiz Neurocomputing 353, 28-44, 2019 | 17 | 2019 |
| Tackling ant colony optimization meta-heuristic as search method in feature subset selection based on correlation or consistency measures AJ Tallon-Ballesteros, JC Riquelme Intelligent Data Engineering and Automated Learning–IDEAL 2014: 15th …, 2014 | 17 | 2014 |
| A Clinical Decision Support Tool to Detect Invasive Ductal Carcinoma in Histopathological Images Using Support Vector Machines, Naïve-Bayes, and K-Nearest Neighbor Classifiers. KMM Lopez, MSA Magboo, A Tallón-Ballesteros, CH Chen MLIS, 46-53, 2020 | 13 | 2020 |
| Exploring the potential of GPT-2 for generating fake reviews of research papers AJ Tallón-Ballesteros Fuzzy Systems and Data Mining VI: Proceedings of FSDM 331, 390, 2020 | 11 | 2020 |
| Merging subsets of attributes to improve a hybrid consistency-based filter: a case of study in product unit neural networks AJ Tallón-Ballesteros, JC Riquelme, R Ruiz Connection Science 28 (3), 242-257, 2016 | 11 | 2016 |
| The Impact of Data Normalization on the Accuracy of Machine Learning Algorithms: A Comparative Analysis K Cabello-Solorzano, I Ortigosa de Araujo, M Peña, L Correia, ... International Conference on Soft Computing Models in Industrial and …, 2023 | 9 | 2023 |
| Improving the accuracy of a two-stage algorithm in evolutionary product unit neural networks for classification by means of feature selection AJ Tallón-Ballesteros, C Hervás-Martínez, JC Riquelme, R Ruiz New Challenges on Bioinspired Applications: 4th International Work …, 2011 | 9 | 2011 |
| Addressing low dimensionality feature subset selection: ReliefF (-k) or extended correlation-based feature selection (eCFS)? AJ Tallón-Ballesteros, L Cavique, S Fong 14th International Conference on Soft Computing Models in Industrial and …, 2020 | 8 | 2020 |
| Bare bones fireworks algorithm for medical image compression E Tuba, R Jovanovic, M Beko, AJ Tallón-Ballesteros, M Tuba International Conference on Intelligent Data Engineering and Automated …, 2018 | 8 | 2018 |
| Featuring the attributes in supervised machine learning AJ Tallón-Ballesteros, L Correia, B Xue Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 2018 | 8 | 2018 |
| Low dimensionality or same subsets as a result of feature selection: an in-depth roadmap AJ Tallón-Ballesteros, JC Riquelme Biomedical Applications Based on Natural and Artificial Computing …, 2017 | 8 | 2017 |
| Distribution of the search of evolutionary product unit neural networks for classification AJ Tallón-Ballesteros, PA Gutiérrez-Peña, C Hervás-Martínez arXiv preprint arXiv:1205.3336, 2012 | 8 | 2012 |
