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Rocío Alaíz-Rodríguez
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2020 – today
- 2024
- [j23]Amin Shoari Nejad
, Rocío Alaíz-Rodríguez, Gerard D. McCarthy, Brian Kelleher, Anthony Grey, Andrew Parnell
SERT: A transformer based model for multivariate temporal sensor data with missing values for environmental monitoring. Comput. Geosci. 188: 105601 (2024) - [i8]Nahúm Cueto-López, María Teresa García-Ordás, Verónica Dávila-Batista, V. Moreno, Nuria Aragonés, Rocío Alaíz-Rodríguez:
A comparative study on feature selection for a risk prediction model for colorectal cancer. CoRR abs/2402.05293 (2024) - [i7]Rocío Alaíz-Rodríguez, Andrew C. Parnell
An information theoretic approach to quantify the stability of feature selection and ranking algorithms. CoRR abs/2402.05295 (2024) - [i6]Francisco Jáñez-Martino, Rocío Alaíz-Rodríguez, Víctor González-Castro, Eduardo Fidalgo, Enrique Alegre:
Classifying spam emails using agglomerative hierarchical clustering and a topic-based approach. CoRR abs/2402.05296 (2024) - [i5]A. Joshi, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez:
RankSum An unsupervised extractive text summarization based on rank fusion. CoRR abs/2402.05976 (2024) - [i4]María Teresa García-Ordás, Enrique Alegre-Gutiérrez, Rocío Alaíz-Rodríguez, Víctor González-Castro:
Tool wear monitoring using an online, automatic and low cost system based on local texture. CoRR abs/2402.05977 (2024) - [i3]María Teresa García-Ordás, Enrique Alegre-Gutiérrez, Victor González-Castro, Rocío Alaíz-Rodríguez:
Combining shape and contour features to improve tool wear monitoring in milling processes. CoRR abs/2402.05978 (2024) - 2023
- [j22]Luis Felipe Castaño
PhiKitA: Phishing Kit Attacks Dataset for Phishing Websites Identification. IEEE Access 11: 40779-40789 (2023) - [j21]Francisco Jáñez-Martino
A review of spam email detection: analysis of spammer strategies and the dataset shift problem. Artif. Intell. Rev. 56(2): 1145-1173 (2023) - [j20]Francisco Jáñez-Martino
Classifying spam emails using agglomerative hierarchical clustering and a topic-based approach. Appl. Soft Comput. 139: 110226 (2023) - [i2]Amin Shoari Nejad, Rocío Alaíz-Rodríguez, Gerard D. McCarthy, Brian Kelleher, Anthony Grey, Andrew C. Parnell:
SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental Monitoring. CoRR abs/2306.03042 (2023) - 2022
- [j19]Akanksha Joshi
RankSum - An unsupervised extractive text summarization based on rank fusion. Expert Syst. Appl. 200: 116846 (2022) - [j18]Manuel Sánchez-Paniagua
Phishing websites detection using a novel multipurpose dataset and web technologies features. Expert Syst. Appl. 207: 118010 (2022) - [c19]Luis Ángel Redondo-Gutierrez, Francisco Jáñez-Martino, Eduardo Fidalgo, Enrique Alegre, Víctor González-Castro, Rocío Alaíz-Rodríguez:
Detecting malware using text documents extracted from spam email through machine learning. DocEng 2022: 17:1-17:4 - 2021
- [c18]Francisco Jáñez-Martino, Rocío Alaíz-Rodríguez, Víctor González-Castro, Eduardo Fidalgo
Trustworthiness of spam email addresses using machine learning. DocEng 2021: 17:1-17:4 - 2020
- [j17]Rocío Alaíz-Rodríguez
A Machine Learning Approach for Lamb Meat Quality Assessment Using FTIR Spectra. IEEE Access 8: 52385-52394 (2020) - [j16]Gonzalo Molpeceres Barrientos, Rocío Alaíz-Rodríguez, Víctor González-Castro, Andrew C. Parnell
Machine Learning Techniques for the Detection of Inappropriate Erotic Content in Text. Int. J. Comput. Intell. Syst. 13(1): 591-603 (2020) - [j15]Rocío Alaíz-Rodríguez, Andrew C. Parnell
An information theoretic approach to quantify the stability of feature selection and ranking algorithms. Knowl. Based Syst. 195: 105745 (2020) - [j14]Deisy Chaves
Assessment and Estimation of Face Detection Performance Based on Deep Learning for Forensic Applications. Sensors 20(16): 4491 (2020) - [j13]Pablo Blanco-Medina
Rectification and Super-Resolution Enhancements for Forensic Text Recognition. Sensors 20(20): 5850 (2020) - [c17]Mhd Wesam Al Nabki, Eduardo Fidalgo
File Name Classification Approach to Identify Child Sexual Abuse. ICPRAM 2020: 228-234 - [i1]Mhd Wesam Al Nabki, Eduardo Fidalgo, Enrique Alegre, Rocío Alaíz-Rodríguez:
Short Text Classification Approach to Identify Child Sexual Exploitation Material. CoRR abs/2011.01113 (2020)
2010 – 2019
- 2019
- [j12]Nahúm Cueto-López, María Teresa García-Ordás
A comparative study on feature selection for a risk prediction model for colorectal cancer. Comput. Methods Programs Biomed. 177: 219-229 (2019) - [c16]Sergio Merayo-Alba, Eduardo Fidalgo
Use of Natural Language Processing to Identify Inappropriate Content in Text. HAIS 2019: 254-263 - 2018
- [j11]María Teresa García-Ordás
Combining shape and contour features to improve tool wear monitoring in milling processes. Int. J. Prod. Res. 56(11): 3901-3913 (2018) - 2017
- [c15]Nahúm Cueto-López, Rocío Alaíz-Rodríguez, María Teresa García-Ordás
Assessing Feature Selection Techniques for a Colorectal Cancer Prediction Model. SOCO-CISIS-ICEUTE 2017: 471-481 - 2013
- [j10]Víctor González-Castro
Class distribution estimation based on the Hellinger distance. Inf. Sci. 218: 146-164 (2013) - 2012
- [j9]Enrique Alegre
Texture and moments-based classification of the acrosome integrity of boar spermatozoa images. Comput. Methods Programs Biomed. 108(2): 873-881 (2012) - [j8]Jose G. Moreno-Torres, Troy Raeder, Rocío Alaíz-Rodríguez
A unifying view on dataset shift in classification. Pattern Recognit. 45(1): 521-530 (2012) - 2011
- [j7]Rocío Alaíz-Rodríguez
Class and subclass probability re-estimation to adapt a classifier in the presence of concept drift. Neurocomputing 74(16): 2614-2623 (2011) - [c14]Roberto Guzmán-Martínez, Rocío Alaíz-Rodríguez
Feature Selection Stability Assessment Based on the Jensen-Shannon Divergence. ECML/PKDD (1) 2011: 597-612 - 2010
- [c13]Enrique Alegre
Surface Finish Control in Machining Processes Using Haralick Descriptors and Neuronal Networks. CompIMAGE 2010: 231-241 - [c12]Víctor González-Castro
Estimating Class Proportions in Boar Semen Analysis Using the Hellinger Distance. IEA/AIE (1) 2010: 284-293
2000 – 2009
- 2009
- [j6]Raúl Santos-Rodríguez
Cost-sensitive learning based on Bregman divergences. Mach. Learn. 76(2-3): 271-285 (2009) - [c11]Rocío Alaíz-Rodríguez
Improving Classification under Changes in Class and Within-Class Distributions. IWANN (1) 2009: 122-130 - [c10]Raúl Santos-Rodríguez, Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro:
Cost-Sensitive Learning Based on Bregman Divergences. ECML/PKDD (1) 2009: 12 - 2008
- [c9]Rocío Alaíz-Rodríguez
Local Decision Bagging of Binary Neural Classifiers. Canadian AI 2008: 1-12 - [c8]Rocío Alaíz-Rodríguez
Assessing the Impact of Changing Environments on Classifier Performance. Canadian AI 2008: 13-24 - [c7]Lidia Sánchez
Classification and Quantification Based on Image Analysis for Sperm Samples with Uncertain Damaged/Intact Cell Proportions. ICIAR 2008: 827-836 - [c6]Rocío Alaíz-Rodríguez
Visualizing Classifier Performance on Different Domains. ICTAI (2) 2008: 3-10 - [c5]Rocío Alaíz-Rodríguez
A Visualization-Based Exploratory Technique for Classifier Comparison with Respect to Multiple Metrics and Multiple Domains. ECML/PKDD (2) 2008: 660-665 - 2007
- [j5]Rocío Alaíz-Rodríguez, Alicia Guerrero-Curieses, Jesús Cid-Sueiro:
Minimax Regret Classifier for Imprecise Class Distributions. J. Mach. Learn. Res. 8: 103-130 (2007) - 2005
- [j4]Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez
Loss functions to combine learning and decision in multiclass problems. Neurocomputing 69(1-3): 3-17 (2005) - [j3]Rocío Alaíz-Rodríguez
Minimax classifiers based on neural networks. Pattern Recognit. 38(1): 29-39 (2005) - [c4]Enrique Alegre
Tool Insert Wear Classification Using Statistical Descriptors and Neuronal Networks. CIARP 2005: 786-793 - 2004
- [j2]Alicia Guerrero-Curieses, Jesús Cid-Sueiro
Local estimation of posterior class probabilities to minimize classification errors. IEEE Trans. Neural Networks 15(2): 309-317 (2004) - [j1]Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez
A fixed-point algorithm to minimax learning with neural networks. IEEE Trans. Syst. Man Cybern. Part C 34(4): 383-392 (2004) - 2002
- [c3]Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro
Neural Minimax Classifiers. ICANN 2002: 408-413 - [c2]Rocío Alaíz-Rodríguez
Minimax strategies for training classifiers under unknown priors. NNSP 2002: 249-258 - [c1]Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro:
Text classification based on posterior probability estimation and neural networks. PRIS 2002: 225-241
Coauthor Index
aka: Enrique Alegre-Gutiérrez
aka: Eduardo Fidalgo Fernandez
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