Rocío Alaíz-Rodríguez

According to our database1, Rocío Alaíz-Rodríguez authored at least 29 papers between 2002 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 





An information theoretic approach to quantify the stability of feature selection and ranking algorithms.
Knowl. Based Syst., 2020

A Machine Learning Approach for Lamb Meat Quality Assessment Using FTIR Spectra.
IEEE Access, 2020

File Name Classification Approach to Identify Child Sexual Abuse.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

A comparative study on feature selection for a risk prediction model for colorectal cancer.
Comput. Methods Programs Biomed., 2019

Use of Natural Language Processing to Identify Inappropriate Content in Text.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

Assessing Feature Selection Techniques for a Colorectal Cancer Prediction Model.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Class distribution estimation based on the Hellinger distance.
Inf. Sci., 2013

A unifying view on dataset shift in classification.
Pattern Recognit., 2012

Texture and moments-based classification of the acrosome integrity of boar spermatozoa images.
Comput. Methods Programs Biomed., 2012

Class and subclass probability re-estimation to adapt a classifier in the presence of concept drift.
Neurocomputing, 2011

Feature Selection Stability Assessment Based on the Jensen-Shannon Divergence.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Estimating Class Proportions in Boar Semen Analysis Using the Hellinger Distance.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Surface Finish Control in Machining Processes Using Haralick Descriptors and Neuronal Networks.
Proceedings of the Computational Modeling of Objects Represented in Images, 2010

Cost-sensitive learning based on Bregman divergences.
Mach. Learn., 2009

Improving Classification under Changes in Class and Within-Class Distributions.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

A Visualization-Based Exploratory Technique for Classifier Comparison with Respect to Multiple Metrics and Multiple Domains.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Visualizing Classifier Performance on Different Domains.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Classification and Quantification Based on Image Analysis for Sperm Samples with Uncertain Damaged/Intact Cell Proportions.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Assessing the Impact of Changing Environments on Classifier Performance.
Proceedings of the Advances in Artificial Intelligence , 2008

Local Decision Bagging of Binary Neural Classifiers.
Proceedings of the Advances in Artificial Intelligence , 2008

Minimax Regret Classifier for Imprecise Class Distributions.
J. Mach. Learn. Res., 2007

Minimax classifiers based on neural networks.
Pattern Recognit., 2005

Loss functions to combine learning and decision in multiclass problems.
Neurocomputing, 2005

Tool Insert Wear Classification Using Statistical Descriptors and Neuronal Networks.
Proceedings of the Progress in Pattern Recognition, 2005

A fixed-point algorithm to minimax learning with neural networks.
IEEE Trans. Syst. Man Cybern. Part C, 2004

Local estimation of posterior class probabilities to minimize classification errors.
IEEE Trans. Neural Networks, 2004

Text classification based on posterior probability estimation and neural networks.
Proceedings of the Pattern Recognition in Information Systems, 2002

Minimax strategies for training classifiers under unknown priors.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

Neural Minimax Classifiers.
Proceedings of the Artificial Neural Networks, 2002