ADRIAN
SEARA VIEIRA
PROFESOR/A AXUDANTE DOUTOR/A
EVA MARIA
LORENZO IGLESIAS
PROFESOR/A TITULAR DE UNIVERSIDAD TC
Publicacións nas que colabora con EVA MARIA LORENZO IGLESIAS (23)
2024
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Improving Generation and Evaluation of Long Image Sequences for Embryo Development Prediction
Electronics (Switzerland), Vol. 13, Núm. 3
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Temporal Development GAN (TD-GAN): Crafting More Accurate Image Sequences of Biological Development
Information (Switzerland), Vol. 15, Núm. 1
2023
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A survey on deep learning applied to medical images: from simple artificial neural networks to generative models
Neural Computing and Applications, Vol. 35, Núm. 3, pp. 2291-2323
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Study on Synthetic Video Generation of Embryo Development
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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To Enhance Full-Text Biomedical Document Classification Through Semantic Enrichment
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022
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A Novel Multi-View Ensemble Learning Architecture to Improve the Structured Text Classification
Information (Switzerland), Vol. 13, Núm. 6
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Improving Short Query Representation in LDA Based Information Retrieval Systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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MobyDeep: A lightweight CNN architecture to configure models for text classification
Knowledge-Based Systems, Vol. 257
2021
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A query expansion method using multinomial naive bayes
Applied Sciences (Switzerland), Vol. 11, Núm. 21
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Classification of full text biomedical documents: Sections importance assessment
Applied Sciences (Switzerland), Vol. 11, Núm. 6
2020
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An HMM-based synthetic view generator to improve the efficiency of ensemble systems
Logic Journal of the IGPL, Vol. 28, Núm. 1, pp. 4-18
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LDA filter: A Latent Dirichlet Allocation preprocess method for Weka
PLoS ONE, Vol. 15, Núm. 11 November
2019
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Comparative Study of Feature Selection Methods for Medical Full Text Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018
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LearnSec: A framework for full text analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016
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An HMM-based multi-view co-training framework for single-view text corpora
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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An HMM-based text classifier less sensitive to document management problems
Current Bioinformatics, Vol. 11, Núm. 5, pp. 503-514
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Improving the text classification using clustering and a novel HMM to reduce the dimensionality
Computer Methods and Programs in Biomedicine, Vol. 136, pp. 119-130
2015
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A new dimensionality reduction technique based on HMM for boosting document classification
Advances in Intelligent Systems and Computing
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TCBR-HMM: An HMM-based text classifier with a CBR system
Applied Soft Computing Journal, Vol. 26, pp. 463-473
2014
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A HMM text classification model with learning capacity
ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, Vol. 3, Núm. 3, pp. 21-34