Rocío Alaíz-Rodríguez

According to our database, Rocío Alaíz-Rodríguez authored at least 46 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Combining shape and contour features to improve tool wear monitoring in milling processes.

María Teresa García-Ordás, Enrique Alegre-Gutiérrez, Victor González-Castro, Rocío Alaíz-Rodríguez

CoRR, 2024

Tool wear monitoring using an online, automatic and low cost system based on local texture.

María Teresa García-Ordás, Enrique Alegre-Gutiérrez, Rocío Alaíz-Rodríguez, Víctor González-Castro

CoRR, 2024

RankSum An unsupervised extractive text summarization based on rank fusion.

A. Joshi, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez

CoRR, 2024

A comparative study on feature selection for a risk prediction model for colorectal cancer.

Nahúm Cueto-López, María Teresa García-Ordás, Verónica Dávila-Batista, V. Moreno, Nuria Aragonés, Rocío Alaíz-Rodríguez

CoRR, 2024

2023

Classifying spam emails using agglomerative hierarchical clustering and a topic-based approach.

Francisco Jáñez-Martino, Rocío Alaíz-Rodríguez, Víctor González-Castro, Eduardo Fidalgo, Enrique Alegre

Appl. Soft Comput., May, 2023

A review of spam email detection: analysis of spammer strategies and the dataset shift problem.

Francisco Jáñez-Martino, Rocío Alaíz-Rodríguez, Víctor González-Castro, Eduardo Fidalgo, Enrique Alegre

Artif. Intell. Rev., February, 2023

SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental Monitoring.

Amin Shoari Nejad, Rocío Alaíz-Rodríguez, Gerard D. McCarthy, Brian Kelleher, Anthony Grey, Andrew C. Parnell

CoRR, 2023

PhiKitA: Phishing Kit Attacks Dataset for Phishing Websites Identification.

Luis Felipe Castaño, Eduardo Fidalgo Fernandez, Rocío Alaíz-Rodríguez, Enrique Alegre

IEEE Access, 2023

2022

Phishing websites detection using a novel multipurpose dataset and web technologies features.

Manuel Sánchez-Paniagua, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez

Expert Syst. Appl., 2022

RankSum - An unsupervised extractive text summarization based on rank fusion.

Akanksha Joshi, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez

Expert Syst. Appl., 2022

Detecting malware using text documents extracted from spam email through machine learning.

Luis Ángel Redondo-Gutierrez, Francisco Jáñez-Martino, Eduardo Fidalgo, Enrique Alegre, Víctor González-Castro, Rocío Alaíz-Rodríguez

Proceedings of the 22nd ACM Symposium on Document Engineering, 2022

2021

Trustworthiness of spam email addresses using machine learning.

Francisco Jáñez-Martino, Rocío Alaíz-Rodríguez, Víctor González-Castro, Eduardo Fidalgo

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021

2020

Assessment and Estimation of Face Detection Performance Based on Deep Learning for Forensic Applications.

Deisy Chaves, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez, Francisco Jáñez-Martino, George Azzopardi

Sensors, 2020

Rectification and Super-Resolution Enhancements for Forensic Text Recognition.

Pablo Blanco-Medina, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez, Francisco Jáñez-Martino, Alexandra Bonnici

Sensors, 2020

An information theoretic approach to quantify the stability of feature selection and ranking algorithms.

Rocío Alaíz-Rodríguez, Andrew C. Parnell

Knowl. Based Syst., 2020

Machine Learning Techniques for the Detection of Inappropriate Erotic Content in Text.

Gonzalo Molpeceres Barrientos, Rocío Alaíz-Rodríguez, Víctor González-Castro, Andrew C. Parnell

Int. J. Comput. Intell. Syst., 2020

Short Text Classification Approach to Identify Child Sexual Exploitation Material.

Mhd Wesam Al Nabki, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez

CoRR, 2020

A Machine Learning Approach for Lamb Meat Quality Assessment Using FTIR Spectra.

Rocío Alaíz-Rodríguez, Andrew C. Parnell

IEEE Access, 2020

File Name Classification Approach to Identify Child Sexual Abuse.

Mhd Wesam Al Nabki, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

2019

A comparative study on feature selection for a risk prediction model for colorectal cancer.

Nahúm Cueto-López, María Teresa García-Ordás, Verónica Dávila-Batista, Víctor Moreno, Nuria Aragonés, Rocío Alaíz-Rodríguez

Comput. Methods Programs Biomed., 2019

Use of Natural Language Processing to Identify Inappropriate Content in Text.

Sergio Merayo-Alba, Eduardo Fidalgo, Víctor González-Castro, Rocío Alaíz-Rodríguez, Javier Velasco-Mata

Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018

Combining shape and contour features to improve tool wear monitoring in milling processes.

María Teresa García-Ordás, Enrique Alegre-Gutiérrez, Víctor González-Castro, Rocío Alaíz-Rodríguez

Int. J. Prod. Res., 2018

2017

Assessing Feature Selection Techniques for a Colorectal Cancer Prediction Model.

Nahúm Cueto-López, Rocío Alaíz-Rodríguez, María Teresa García-Ordás, Carmen González-Donquiles, Vicente Martín

Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

2013

Class distribution estimation based on the Hellinger distance.

Víctor González-Castro, Rocío Alaíz-Rodríguez, Enrique Alegre

Inf. Sci., 2013

2012

A unifying view on dataset shift in classification.

Jose G. Moreno-Torres, Troy Raeder, Rocío Alaíz-Rodríguez, Nitesh V. Chawla, Francisco Herrera

Pattern Recognit., 2012

Texture and moments-based classification of the acrosome integrity of boar spermatozoa images.

Enrique Alegre, Víctor González-Castro, Rocío Alaíz-Rodríguez, María Teresa García-Ordás

Comput. Methods Programs Biomed., 2012

2011

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

Rocío Alaíz-Rodríguez, Alicia Guerrero-Curieses, Jesús Cid-Sueiro

Neurocomputing, 2011

Feature Selection Stability Assessment Based on the Jensen-Shannon Divergence.

Roberto Guzmán-Martínez, Rocío Alaíz-Rodríguez

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2010

Estimating Class Proportions in Boar Semen Analysis Using the Hellinger Distance.

Víctor González-Castro, Rocío Alaíz-Rodríguez, Laura Fernández-Robles, Roberto Guzmán-Martínez, Enrique Alegre

Proceedings of the Trends in Applied Intelligent Systems, 2010

Surface Finish Control in Machining Processes Using Haralick Descriptors and Neuronal Networks.

Enrique Alegre, Rocío Alaíz-Rodríguez, Joaquín Barreiro, Eduardo Fidalgo, Laura Fernández-Robles

Proceedings of the Computational Modeling of Objects Represented in Images, 2010

2009

Cost-sensitive learning based on Bregman divergences.

Raúl Santos-Rodríguez, Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro

Mach. Learn., 2009

Improving Classification under Changes in Class and Within-Class Distributions.

Rocío Alaíz-Rodríguez, Alicia Guerrero-Curieses, Jesús Cid-Sueiro

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

2008

A Visualization-Based Exploratory Technique for Classifier Comparison with Respect to Multiple Metrics and Multiple Domains.

Rocío Alaíz-Rodríguez, Nathalie Japkowicz, Peter E. Tischer

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Visualizing Classifier Performance on Different Domains.

Rocío Alaíz-Rodríguez, Nathalie Japkowicz, Peter E. Tischer

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.

Lidia Sánchez, Víctor González-Castro, Enrique Alegre, Rocío Alaíz-Rodríguez

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Assessing the Impact of Changing Environments on Classifier Performance.

Rocío Alaíz-Rodríguez, Nathalie Japkowicz

Proceedings of the Advances in Artificial Intelligence , 2008

Local Decision Bagging of Binary Neural Classifiers.

Rocío Alaíz-Rodríguez

Proceedings of the Advances in Artificial Intelligence , 2008

2007

Minimax Regret Classifier for Imprecise Class Distributions.

Rocío Alaíz-Rodríguez, Alicia Guerrero-Curieses, Jesús Cid-Sueiro

J. Mach. Learn. Res., 2007

2005

Minimax classifiers based on neural networks.

Rocío Alaíz-Rodríguez, Alicia Guerrero-Curieses, Jesús Cid-Sueiro

Pattern Recognit., 2005

Loss functions to combine learning and decision in multiclass problems.

Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro

Neurocomputing, 2005

Tool Insert Wear Classification Using Statistical Descriptors and Neuronal Networks.

Enrique Alegre, Rocío Alaíz-Rodríguez, Joaquín Barreiro, M. Viñuela

Proceedings of the Progress in Pattern Recognition, 2005

2004

A fixed-point algorithm to minimax learning with neural networks.

Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro

IEEE Trans. Syst. Man Cybern. Part C, 2004

Local estimation of posterior class probabilities to minimize classification errors.

Alicia Guerrero-Curieses, Jesús Cid-Sueiro, Rocío Alaíz-Rodríguez, Aníbal R. Figueiras-Vidal

IEEE Trans. Neural Networks, 2004

2002

Text classification based on posterior probability estimation and neural networks.

Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro

Proceedings of the Pattern Recognition in Information Systems, 2002

Minimax strategies for training classifiers under unknown priors.

Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

Neural Minimax Classifiers.

Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro

Proceedings of the Artificial Neural Networks, 2002