Deep learning for understanding multilabel imbalanced Chest X-ray datasets

Authors: Liz, Helena, Huertas-Tato, Javier, Sánchez-Montañés, Manuel, Del Ser, Javier, Camacho, David

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2207.14408

A Multi-Criteria Decision Support Model for Restaurant Selection Based on Users' Demand Level: The Case of Dianping.com

Authors: Shu, Ziwei, Carrasco, Ramón Alberto, Sánchez-Montañés, Manuel, García-Miguel, Javier Portela

Source: In Information Processing and Management May 2024 61(3)

A machine learning approach to identify groups of patients with hematological malignant disorders

Authors: Rodríguez-Belenguer, Pablo ^a, Piñana, José Luis ^{b, c}, Sánchez-Montañés, Manuel ^{d, ⁎}, Soria-Olivas, Emilio ^e, Martínez-Sober, Marcelino ^e, Serrano-López, Antonio J. ^e

Source: In Computer Methods and Programs in Biomedicine April 2024 246

Ensembles of Convolutional Neural Networks models for pediatric pneumonia diagnosis

Authors: Liz, Helena, Sánchez-Montañés, Manuel, Tagarro, Alfredo, Domínguez-Rodríguez, Sara, Dagan, Ron, Camacho, David

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2010.02007

Deep learning for understanding multilabel imbalanced Chest X-ray datasets

Authors: Liz, Helena, Huertas-Tato, Javier, Sánchez-Montañés, Manuel, Del Ser, Javier, Camacho, David

Source: Future generation computer systems. 144:291-306

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100186606738.0x000001&indx=1&recIds=ETOCvdc_100186606738.0x000001

Clustering using ordered weighted averaging operator and 2-tuple linguistic model for hotel segmentation: The case of TripAdvisor

Authors: Shu, Ziwei, Carrasco González, Ramón Alberto, García-Miguel, Javier Portela, Sánchez-Montañés, Manuel

Source: In Expert Systems With Applications 1 March 2023 213 Part A

Prediction of manifest refraction using machine learning ensemble models on wavefront aberrometry data

Authors: Hernández, Carlos S., Gil, Andrea, Casares, Ignacio, Poderoso, Jesús, Wehse, Alec, Dave, Shivang R., Lim, Daryl, Sánchez-Montañés, Manuel, Lage, Eduardo

Source: Journal of optometry. 15(S1):S22-S31

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100176319916.0x000001&indx=1&recIds=ETOCvdc_100176319916.0x000001

Validation of Unimodal Non-Gaussian Clusters
Artificial neural networks (International work-conference)

Authors: Lago-Fernández, Luis F., Aragón, Jesús, Sánchez-Montañés, Manuel

Source: Lecture notes in computer science. 11507:601-614

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN605245339&indx=1&recIds=ETOCCN605245339

Cerebral hunger maps in rodents and humans by diffusion weighted MRI

Authors: Benítez, Ania, Lizarbe, Blanca, Guadilla, Irene, López-Larrubia, Pilar, Lago-Fernández, Luis F., Cerdán, Sebastián, Sánchez-Montañés, Manuel

Source: In Appetite 1 November 2019 142

Cluster validation in problems with increasing dimensionality and unbalanced clusters

Authors: Lago-Fernández, Luis F., Aragón, Jesús, Martínez-Muñoz, Gonzalo, González, Ana M., Sánchez-Montañés, Manuel

Source: In Neurocomputing 10 January 2014 123:33-39

Imaging hypothalamic activity using diffusion weighted magnetic resonance imaging in the mouse and human brain

Authors: Lizarbe, Blanca, Benítez, Ania, Sánchez-Montañés, Manuel, Lago-Fernández, Luis F., Garcia-Martin, María L., López-Larrubia, Pilar, Cerdán, Sebastián

Source: In NeuroImage 1 January 2013 64:448-457

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Spatio-Temporal Information in an Artificial Olfactory Mucosa

Authors: Sánchez-Montañés, Manuel A., Gardner, Julian W., Pearce, Timothy C.

Source: Proceedings: Mathematical, Physical and Engineering Sciences, 2008 Apr 01. 464(2092), 1057-1077.

Access URL: https://www.jstor.org/stable/20209451

The effect of low number of points in clustering validation via the negentropy increment

Authors: Lago-Fernández, Luis F., Sánchez-Montañés, Manuel, Corbacho, Fernando

Source: In Neurocomputing 2011 74(16):2657-2664

Class Prediction in Test Sets with Shifted Distributions

Authors: Pérez, Óscar, Sánchez-Montañés, Manuel

Source: Machine Learning : Concepts, Methodologies, Tools and Applications. 2012, v. 1, p660-667.

Class Prediction in Test Sets with Shifted Distributions

Authors: Pérez, Óscar, Sánchez-Montañés, Manuel

Source: Encyclopedia of Artificial Intelligence. 2009, v. 1, p282-288.

Multiple Scenarios of Quality of Life Index Using Fuzzy Linguistic Quantifiers: The Case of 85 Countries in Numbeo.

Authors: Shu, Ziwei, Carrasco, Ramón Alberto, García-Miguel, Javier Portela, Sánchez-Montañés, Manuel

Source: Mathematics (2227-7390); Jun2022, Vol. 10 Issue 12, p2091-N.PAG, 28p

Subject Terms: QUALITY of life, LINGUISTIC models, FUZZY sets, GROSS domestic product, FECAL contamination

Deep Learning XAI for Bus Passenger Forecasting: A Use Case in Spain.

Authors: Monje, Leticia, Carrasco, Ramón A., Rosado, Carlos, Sánchez-Montañés, Manuel

Source: Mathematics (2227-7390); May2022, Vol. 10 Issue 9, p1428-1428, 20p

Subject Terms: DEEP learning, BUS occupants, SHORT-term memory, LONG-term memory, FORECASTING, PASSENGER traffic, BUSES

Geographic Terms: MADRID (Spain), SPAIN

A New Information Processing Measure for Adaptive Complex Systems.

Authors: Sánchez-Montañés, Manuel A., Corbacho, Fernando J.

Source: IEEE Transactions on Neural Networks; Jul2004, Vol. 15 Issue 4, p917-927, 11p

Learning sensory maps with real-world stimuli in real time using a biophysically realistic learning rule.

Authors: Sánchez-Montañés, Manuel A., König, Peter, Verschure, Paul F. M. J.

Source: IEEE Transactions on Neural Networks; May 2002, Vol. 13 Issue 3, p619-632, 14p