Search Results - "IGLESIAS, L. E"

A survey on deep learning applied to medical images: from simple artificial neural networks to generative models by Celard, P., Iglesias, E. L., Sorribes-Fdez, J. M., Romero, R., Vieira, A. Seara, Borrajo, L.

“…Deep learning techniques, in particular generative models, have taken on great importance in medical image analysis. This paper surveys fundamental deep…”
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LDA filter: A Latent Dirichlet Allocation preprocess method for Weka by Celard, P, Vieira, A Seara, Iglesias, E L, Borrajo, L

“…This work presents an alternative method to represent documents based on LDA (Latent Dirichlet Allocation) and how it affects to classification algorithms, in…”
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Effect of macrocyclic lactones on nontarget coprophilic organisms: a review by Junco, M., Iglesias, L. E., Sagués, M. F., Guerrero, I., Zegbi, S., Saumell, C. A.

“…Macrocyclic lactones are frequently used dewormers in livestock farms around the world. Due to their wide spectrum of action against nematodes and arthropods…”
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Study of Query Expansion Techniques and Their Application in the Biomedical Information Retrieval by Rivas, A. R., Borrajo, L., Iglesias, E. L.

“…Information Retrieval focuses on finding documents whose content matches with a user query from a large document collection. As formulating well-designed…”
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The effect of border sprays and between‐row soil tillage on Drosophila suzukii in organic blackberry production by Iglesias, L. E., Liburd, O. E.

“…Drosophila suzukii (Matsumura) is a major pest of soft‐skinned fruit. Females have an enlarged serrated ovipositor that is used to cut into ripening fruit and…”
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A Linear-RBF Multikernel SVM to Classify Big Text Corpora by Romero, R., Borrajo, L., Iglesias, E. L.

“…Support vector machine (SVM) is a powerful technique for classification. However, SVM is not suitable for classification of large datasets or text corpora,…”
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An HMM-based over-sampling technique to improve text classification by Iglesias, E.L., Seara Vieira, A., Borrajo, L.

“…•An over-sampling balancing method based on document content is proposed.•The technique includes an HMM that generates samples based on existing documents.•The…”
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SpamHunting: An instance-based reasoning system for spam labelling and filtering by Fdez-Riverola, F., Iglesias, E.L., Díaz, F., Méndez, J.R., Corchado, J.M.

“…In this paper we show an instance-based reasoning e-mail filtering model that outperforms classical machine learning techniques and other successful lazy…”
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A rational approach to the regioselective deacetylation of 2′,3′,5′-tri-O-acetyluridine by Novozym 435 catalysed alcoholysis by Gudiño, E.D., Iglesias, L.E., Ferreira, M.L.

“…To give a rational explanation for the behaviour of 2′,3′,5′-tri-O-acetyluridine (TAU) catalysed alcoholysis using Novozym 435, the commercial biocatalyst with…”
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Environmental impact of ivermectin excreted by cattle treated in autumn on dung fauna and degradation of faeces on pasture by IGLESIAS, L. E, SAUMELL, C. A, FERNANDEZ, A. S, FUSE, L. A, LIFSCHITZ, A. L, RODRIGUEZ, E. M, STEFFAN, P. E, FIEL, C. A

“…The effect of ivermectin excreted in faeces of treated cattle on dung fauna and dung degradation on pasture during autumn was evaluated. Two groups of calves…”
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Enhancing chlamydospore production in Duddingtonia flagrans on solid substrate: The impact of mannitol and varied cultivation conditions by Junco, M., Iglesias, L.E., Zegbi, S., Sagués, M.F., Guerrero, I., Bernat, G., Fuentes, M.E., Riva, E., Fernández, A.S., Saumell, C.A.

“…Duddingtonia flagrans is a nematophagous fungus which has shown promising results as a non-chemical parasitic control tool. The fungus disrupts the parasite's…”
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The use of soy protein polymers as a release device for nematophagous fungi in the control of parasitic nematodes in ruminants by Sagüés, M F, Purslow, P, Fernández, A S, Iglesias, L E, Fusé, L A, Saumell, C A

“…This trial was conducted to evaluate the predatory activity of Duddingtonia flagrans incorporated into soy protein-based polymers as a controlled-release…”
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An HMM-based synthetic view generator to improve the efficiency of ensemble systems by Borrajo, L, Vieira, A Seara, Iglesias, E L

“…Abstract One of the most active areas of research in semi-supervised learning has been to study methods for constructing good ensembles of classifiers…”
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Improving the text classification using clustering and a novel HMM to reduce the dimensionality by Vieira, A. Seara, Borrajo, L, Iglesias, E.L

“…Highlights • A dimensionality reduction method based on document content is proposed • The technique utilizes a document clustering to separate data into…”
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Applying lazy learning algorithms to tackle concept drift in spam filtering by Fdez-Riverola, F., Iglesias, E.L., Díaz, F., Méndez, J.R., Corchado, J.M.

“…A great amount of machine learning techniques have been applied to problems where data is collected over an extended period of time. However, the disadvantage…”
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Improving imbalanced scientific text classification using sampling strategies and dictionaries by Borrajo, L., Romero, R., Iglesias, E. L., Marey, C. M. Redondo

“…Many real applications have the imbalanced class distribution problem, where one of the classes is represented by a very small number of cases compared to the…”
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Improving imbalanced scientific text classification using sampling strategies and dictionaries by Borrajo, L., Romero, R., Iglesias, E. L., Marey, C. M. Redondo

“…Many real applications have the imbalanced class distribution problem, where one of the classes is represented by a very small number of cases compared to the…”
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MobyDeep: A lightweight CNN architecture to configure models for text classification by Romero, R., Celard, P., Sorribes-Fdez, J.M., Seara Vieira, A., Iglesias, E.L., Borrajo, L.

“…Nowadays, trends in deep learning for text classification are addressed to create complex models to deal with huge datasets. Deeper models are usually based on…”
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TCBR-HMM: An HMM-based text classifier with a CBR system by Borrajo, L., Seara Vieira, A., Iglesias, E.L.

“…[Display omitted] •The paper presents an innovative solution to model distributed adaptive systems in biomedical environments.•A Case Based Reasoning system…”
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Complete and regioselective deacetylation of peracetylated uridines using a lipase by IGLESIAS, L. E, ZINNI, M. A, GALLO, M, IRIBARREN, A. M

“…Lipase-catalysed alcoholysis and hydrolysis of 2',3',5'-tri-O-acetyluridine (1a) and 2',3',5'-tri-O-acetyl-2'-C-methyluridine (1b) were studied. Conditions for…”
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