Emilio Santiago
Corchado Rodríguez
Emilio Santiago Corchado Rodríguez-rekin lankidetzan egindako argitalpenak (12)
2024
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Tackling the problem of noisy IoT sensor data in smart agriculture: Regression noise filters for enhanced evapotranspiration prediction
Expert Systems with Applications, Vol. 237
2022
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ANCES: A novel method to repair attribute noise in classification problems
Pattern Recognition, Vol. 121
2021
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On the Regressand Noise Problem: Model Robustness and Synergy with Regression-Adapted Noise Filters
IEEE Access, Vol. 9, pp. 145800-145816
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On the suitability of stacking-based ensembles in smart agriculture for evapotranspiration prediction
Applied Soft Computing, Vol. 108
2020
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Preface
Advances in Intelligent Systems and Computing
2019
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A Meta-Learning Recommendation System for Characterizing Unsupervised Problems: On Using Quality Indices to Describe Data Conformations
IEEE Access, Vol. 7, pp. 63247-63263
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Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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KSUFs: A novel unsupervised feature selection method based on statistical tests for standard and big data problems
IEEE Access, Vol. 7, pp. 99754-99770
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Preface
Advances in Intelligent Systems and Computing
2018
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Multi-class imbalanced data oversampling for vertebral column pathologies classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Swarm intelligence for data mining classification tasks: An experimental study using medical decision problems
Swarm Intelligence - Volume 3: Applications (Institution of Engineering and Technology), pp. 403-429