Eva Lorenzo Iglesias

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 14

Top Topics

Feature Selection

Ensemble Learning

Biomedical Text

Hidden Markov Models

Top Venues

Publications

Pedro Celard, Adrián Seara Vieira, José Manuel Sorribes-Fdez, Eva Lorenzo Iglesias, Lourdes Borrajo
Temporal Development GAN (TD-GAN): Crafting More Accurate Image Sequences of Biological Development. Inf. 15 (1) (2024)
Pedro Celard, Eva Lorenzo Iglesias, José Manuel Sorribes-Fdez, Rubén Romero, A. Seara Vieira, Lourdes Borrajo
A survey on deep learning applied to medical images: from simple artificial neural networks to generative models. Neural Comput. Appl. 35 (3) (2023)
Pedro Celard, Adrián Seara Vieira, José Manuel Sorribes-Fdez, Rubén Romero, Eva Lorenzo Iglesias, María Lourdes Borrajo Diz
Study on Synthetic Video Generation of Embryo Development. HAIS (2023)
Carlos Adriano Gonçalves, A. Seara Vieira, Célia Talma Gonçalves, Lourdes Borrajo, Rui Camacho, Eva Lorenzo Iglesias
To Enhance Full-Text Biomedical Document Classification Through Semantic Enrichment. HAIS (2023)
Pedro Celard, Eva Lorenzo Iglesias, José Manuel Sorribes-Fdez, Rubén Romero, Adrián Seara Vieira, Lourdes Borrajo
Improving Short Query Representation in LDA Based Information Retrieval Systems. HAIS (2022)
Rubén Romero, Pedro Celard, José Manuel Sorribes-Fdez, A. Seara Vieira, Eva Lorenzo Iglesias, María Lourdes Borrajo Diz
MobyDeep: A lightweight CNN architecture to configure models for text classification. Knowl. Based Syst. 257 (2022)
Carlos Adriano Gonçalves, Adrián Seara Vieira, Célia Talma Gonçalves, Rui Camacho, Eva Lorenzo Iglesias, María Lourdes Borrajo Diz
A Novel Multi-View Ensemble Learning Architecture to Improve the Structured Text Classification. Inf. 13 (6) (2022)
María Lourdes Borrajo Diz, A. Seara Vieira, Eva Lorenzo Iglesias
An HMM-based synthetic view generator to improve the efficiency of ensemble systems. Log. J. IGPL 28 (1) (2020)
Carlos Adriano Gonçalves, Eva Lorenzo Iglesias, Lourdes Borrajo, Rui Camacho, Adrián Seara Vieira, Célia Talma Gonçalves
Comparative Study of Feature Selection Methods for Medical Full Text Classification. IWBBIO (2) (2019)
Carlos Adriano Gonçalves, Eva Lorenzo Iglesias, Lourdes Borrajo, Rui Camacho, A. Seara Vieira, Célia Talma Gonçalves
LearnSec: A Framework for Full Text Analysis. HAIS (2018)
A. Seara Vieira, María Lourdes Borrajo Diz, Eva Lorenzo Iglesias
Improving the text classification using clustering and a novel HMM to reduce the dimensionality. Comput. Methods Programs Biomed. 136 (2016)
Eva Lorenzo Iglesias, Adrián Seara Vieira, María Lourdes Borrajo Diz
An HMM-Based Multi-view Co-training Framework for Single-View Text Corpora. HAIS (2016)
A. Seara Vieira, Eva Lorenzo Iglesias, Lourdes Borrajo
A New Dimensionality Reduction Technique Based on HMM for Boosting Document Classification. PACBB (2015)
María Lourdes Borrajo Diz, A. Seara Vieira, Eva Lorenzo Iglesias
TCBR-HMM: An HMM-based text classifier with a CBR system. Appl. Soft Comput. 26 (2015)
A. Seara Vieira, Eva Lorenzo Iglesias, Lourdes Borrajo
T-HMM: A Novel Biomedical Text Classifier Based on Hidden Markov Models. PACBB (2014)
R. Romero, A. Seara Vieira, Eva Lorenzo Iglesias, Lourdes Borrajo
BioClass: A Tool for Biomedical Text Classification. PACBB (2014)
Eva Lorenzo Iglesias, A. Seara Vieira, Lourdes Borrajo
An HMM-based over-sampling technique to improve text classification. Expert Syst. Appl. 40 (18) (2013)
A. R. Rivas, Lourdes Borrajo, Eva Lorenzo Iglesias, R. Romero
Applying Lemur Query Expansion Techniques in Biomedical Information Retrieval. DCAI (2012)
R. Romero, Eva Lorenzo Iglesias, Lourdes Borrajo
A Comparative Analysis of Balancing Techniques and Attribute Reduction Algorithms. PACBB (2012)
Lourdes Borrajo, Rubén Romero, Eva Lorenzo Iglesias, Carmen M. Redondo Marey
Improving imbalanced scientific text classification using sampling strategies and dictionaries. J. Integr. Bioinform. 8 (3) (2011)
R. Romero, Eva Lorenzo Iglesias, Lourdes Borrajo
Building Biomedical Text Classifiers under Sample Selection Bias. DCAI (2011)
R. Romero, Eva Lorenzo Iglesias, Lourdes Borrajo, Carmen M. Redondo Marey
Using Dictionaries for Biomedical Text Classification. PACBB (2011)
Tito Valencia-Requejo, Lorena Otero-Cerdeira, Eva Lorenzo Iglesias, Francisco Javier Rodríguez-Martínez
Translation table compression under End-Tagged Dense Code. IUCS (2010)
Pablo Vicente Carrera, Daniel Glez-Peña, Eva Lorenzo Iglesias, Lourdes Borrajo, Reyes Pavón, Rosalía Laza, Carmen M. Redondo Marey
Applying Text Mining to Search for Protein Patterns. IWANN (2) (2009)
Daniel Glez-Peña, Sira López, Reyes Pavón, Rosalía Laza, Eva Lorenzo Iglesias, Lourdes Borrajo
Classification of MedLine Documents Using MeSH Terms. IWANN (2) (2009)
Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramon Méndez, Juan M. Corchado
Applying lazy learning algorithms to tackle concept drift in spam filtering. Expert Syst. Appl. 33 (1) (2007)
Florentino Fdez-Riverola, Eva Lorenzo Iglesias, Fernando Díaz, José Ramon Méndez, Juan M. Corchado
SpamHunting: An instance-based reasoning system for spam labelling and filtering. Decis. Support Syst. 43 (3) (2007)
José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Eva Lorenzo Iglesias, Juan M. Corchado
A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain. ICDM (2006)
José Ramon Méndez, Florentino Fernández Riverola, Eva Lorenzo Iglesias, Fernando Díaz, Juan M. Corchado
Tracking Concept Drift at Feature Selection Stage in SpamHunting: An Anti-spam Instance-Based Reasoning System. ECCBR (2006)
José Ramon Méndez, Eva Lorenzo Iglesias, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado
Tokenising, Stemming and Stopword Removal on Anti-spam Filtering Domain. CAEPIA (2005)
Nieves R. Brisaboa, Eva Lorenzo Iglesias, Gonzalo Navarro, José R. Paramá
An Efficient Compression Code for Text Databases. ECIR (2003)
Eva Lorenzo Iglesias, Nieves R. Brisaboa, José R. Paramá, Antonio Fariña, Gonzalo Navarro, María F. Esteller
Usando técnicas de compresión de textos en bibliotecas digitales. JBIDI (2003)
Nieves R. Brisaboa, Antonio Fariña, Gonzalo Navarro, Eva Lorenzo Iglesias, José R. Paramá, María F. Esteller
Codificación (s, c)-Densa: optimizando la compresión de texto en lenguaje natural. JISBD (2003)
Eva Lorenzo Iglesias, Nieves R. Brisaboa, Miguel R. Penabad, Ángeles Saavedra Places, Francisco J. Rodríguez
A Digital Library Application Generator. NDDL (2001)
Eva Lorenzo Iglesias, Nieves R. Brisaboa, Sebastián Bamonde, Ángeles Saavedra Places
Entorno de Especificación de Aplicaciones para Bibliotecas Digitales. JBIDI (2000)
Nieves R. Brisaboa, Héctor J. Hernández, Eva Lorenzo Iglesias, Juan-Ramón López, José R. Paramá, Miguel R. Penabad
An Emblem Literature Database on Internet. IADT (1998)
Eva Lorenzo Iglesias, Nieves R. Brisaboa, Miguel R. Penabad
Sistema de gestión de bases de datos multimedia en arquitectura cliente/seridor. JIDBD (1996)