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Author profile at the institutional portal

Sanchez-montańes Isla, Manuel Antonio manuel.smontanes@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

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

  • Shu, Ziwei
  • Carrasco, Ramon Alberto
  • Sanchez-Montanes, Manuel
  • Garcia-Miguel, Javier Portela

Information Processing & Management - 1/5/2024

10.1016/j.ipm.2024.103650 View at source

  • ISSN 03064573

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

  • Rodriguez-Belenguer, Pablo
  • Pinana, Jose Luis
  • Sanchez-Montanes, Manuel
  • Martinez-Sober, Marcelino
  • Serrano-Lopez, Antonio J

Computer Methods And Programs In Biomedicine (p. 108011-108011) - 1/1/2024

10.1016/j.cmpb.2024.108011

  • ISSN 01692607
  • iMarina

Proposal and Definition of an Intelligent Decision- Support System Based on Deep Learning Techniques for the Management of Possible COVID-19 Cases in Patients Attending Emergency Departments

  • Corbacho-Abelaira, Dolores
  • Casal-Guisande, Manuel
  • Corbacho-Abelaira, Fernando
  • Arnaiz-Fernandez, Miguel
  • Trinidad-Lopez, Carmen
  • Delgado Sanchez-Gracian, Carlos
  • Sanchez-Montanes, Manuel
  • Ruano-Ravina, Alberto
  • Fernandez-Villar, Alberto
... View more Collapse

Ieee Access (p. 95035-95046) - 1/1/2024

10.1109/access.2024.3424907 View at source

  • ISSN 21693536

A Model Integrating the 2-Tuple Linguistic Model and the CRITIC-AHP Method for Hotel Classification

  • Shu Z
  • Carrasco González RA
  • García-Miguel JP
  • Sánchez-Montañés M

SN Computer Science - 1/1/2024

10.1007/s42979-023-02344-5 View at source

  • ISSN 2662995X

Deep learning for understanding multilabel imbalanced Chest X-ray datasets

  • Liz, Helena
  • Huertas-Tato, Javier
  • Sanchez-Montanes, Manuel
  • Del Ser, Javier
  • Camacho, David

Future Generation Computer Systems-The International Journal Of Escience (p. 291-306) - 1/7/2023

10.1016/j.future.2023.03.005 View at source

  • ISSN 0167739X

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

  • Shu, Ziwei
  • Carrasco Gonzalez, Ramon Alberto
  • Portela Garcia-Miguel, Javier
  • Sanchez-Montanes, Manuel

Expert Systems With Applications - 1/3/2023

10.1016/j.eswa.2022.118922 View at source

  • ISSN 09574174

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

  • Shu, Ziwei
  • Alberto Carrasco, Ramon
  • Portela Garcia-Miguel, Javier
  • Sanchez-Montanes, Manuel

Mathematics - 1/6/2022

10.3390/math10122091 View at source

  • ISSN 22277390

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

  • Monje, Leticia
  • Carrasco, Ramon A
  • Rosado, Carlos
  • Sanchez-Montanes, Manuel

Mathematics - 1/5/2022

10.3390/math10091428 View at source

  • ISSN 22277390

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

  • Hernandez, Carlos S
  • Gil, Andrea
  • Casares, Ignacio
  • Poderoso, Jesus
  • Wehse, Alec
  • Dave, Shivang R
  • Lim, Daryl
  • Sanchez-Montanes, Manuel
  • Lage, Eduardo
... View more Collapse

Journal Of Optometry (p. S22-S31) - 1/1/2022

10.1016/j.optom.2022.03.001 View at source

  • ISSN 19891342

Ensembles of Convolutional Neural Network models for pediatric pneumonia diagnosis

  • Liz, Helena
  • Sanchez-Montanes, Manuel
  • Tagarro, Alfredo
  • Dominguez-Rodriguez, Sara
  • Dagan, Ron
  • Camacho, David

Future Generation Computer Systems-The International Journal Of Escience (p. 220-233) - 1/1/2021

10.1016/j.future.2021.04.007 View at source

  • ISSN 0167739X

This researcher has no books.

Class Prediction in Test Sets with Shifted Distributions

  • Pérez Ó
  • Sánchez-Montañés M

Encyclopedia of Artificial Intelligence (p. 282-288) - 1/1/2009

10.4018/978-1-59904-849-9.ch044 View at source

A new learning strategy for classification problems with different training and test distributions

  • Perez, Oscar
  • Sanchez-Montanes, Manuel

Lecture Notes In Computer Science (p. 178-185) - 1/1/2007

10.1007/978-3-540-73007-1_22 View at source

  • ISBN 978-3-540-73006-4
  • ISSN 03029743

Chemical sensor array optimization: Geometric and information theoretic approaches

  • Pearce TC
  • Montanes MA

Handbook Of Machine Olfaction: Electronic Nose Technology (p. 347-375) - 15/1/2004

1547970307 View at source

Hotel Customer Segmentation Using the Integrated Entropy-CRITIC Method and the 2T-RFMB Model

  • Shu Z
  • Carrasco González RA
  • García-Miguel JP
  • Sánchez-Montañés M

Smart Innovation, Systems And Technologies (p. 55-72) - 1/1/2023

10.1007/978-981-19-9099-1_5 View at source

  • ISSN 21903018

Assessment of a machine learning approach to predict subjective sphero-cylindrical correction using wavefront aberrometry data

  • Hernandez Torres, Carlos Santiago
  • Gil Ruiz, Andrea
  • Casares, Ignacio
  • Poderoso, Jesus
  • Wehse, Alec
  • Dave, Shivang
  • Lim, Daryl
  • Sanchez Montanes, Manuel
  • Lage Negro, Eduardo
... View more Collapse

Investigative Ophthalmology & Visual Science - 1/6/2022

  • ISSN 01460404
  • iMarina

A Model based on 2-tuple Linguistic Model and CRITIC Method for Hotel Classification

  • Shu, Ziwei
  • Carrasco Gonzalez, Ramon Alberto
  • Portela Garcia-Miguel, Javier
  • Sanchez-Montanes, Manuel

PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON DATA SCIENCE, TECHNOLOGY AND APPLICATIONS (DATA) (p. 127-134) - 1/1/2022

10.5220/0011298700003269 View at source

Validation of Unimodal Non-Gaussian Clusters

  • Lago-Fernandez, Luis F
  • Aragon, Jesus
  • Sanchez-Montanes, Manuel

Lecture Notes In Computer Science (p. 601-611) - 1/1/2019

10.1007/978-3-030-20518-8_50 View at source

  • ISSN 03029743

Cluster validation in problems with increasing dimensionality and unbalanced clusters

  • Lago-Fernandez, Luis F
  • Aragon, Jesus
  • Martinez-Munoz, Gonzalo
  • Gonzalez, Ana M
  • Sanchez-Montanes, Manuel

Neurocomputing (p. 33-39) - 10/1/2014

10.1016/j.neucom.2012.09.044 View at source

  • ISSN 09252312

Evaluation of negentropy-based cluster validation techniques in problems with increasing dimensionality

  • Lago-Fernández L
  • Martínez-Muñoz G
  • González A
  • Sánchez-Montañés M

Icpram 2012 - Proceedings Of The 1st International Conference On Pattern Recognition Applications And Methods (p. 235-241) - 18/6/2012

  • ISBN 978-989842598-0
  • iMarina

Intelligent Image Analysis of Diffusion Weighted Data Sets: A New Tool for Functional Imaging

  • Lizarbe, Blanca
  • Benitez, Ania
  • Lago, Luis
  • Sanchez-Montanes, Manuel
  • Lopez-Larrubia, Pilar
  • Cerdan, Sebastian

Lecture Notes In Computer Science (p. 9-12) - 2/6/2011

10.1007/978-3-642-21073-0_3 View at source

  • ISBN 9783642210730
  • ISSN 03029743

A COMPARISON OF TECHNIQUES FOR ROBUST GENDER RECOGNITION

  • Rojas-Bello, R N
  • Lago-Fernandez, L F
  • Martinez-Munoz, G
  • Sanchez-Montanes, M A

Proceedings - International Conference On Image Processing, Icip (p. 561-564) - 1/12/2011

10.1109/icip.2011.6116610 View at source

  • ISBN 9781457713026
  • ISSN 15224880

Towards a more realistic evaluation: Testing the ability to predict future tastes of matrix factorization-based recommenders

  • Campos P
  • Díez F
  • Sánchez-Montañés M

Recsys '11: Proceedings Of The Fifth Acm Conference On Recommender Systems (p. 309-312) - 1/1/2011

10.1145/2043932.2043990 View at source

  • ISBN 978-1-4503-0683-6

Fuzzy Cluster Validation Using the Partition Negentropy Criterion

  • Lago-Fernandez, Luis F
  • Sanchez-Montanes, Manuel

Lecture Notes In Computer Science (p. 235-244) - 27/11/2009

10.1007/978-3-642-04277-5_24 View at source

  • ISBN 9783642042768
  • ISSN 03029743

This researcher has no working papers.

This researcher has no technical reports.

NUEVAS TECNOLOGÍAS BASADAS EN LA CARACTERIZACIÓN SECUENCIAL PARA LA VINCULACIÓN DE DINÁMICAS FISIOLÓGICAS A SU FUNCIONALIDAD

  • SANCHEZ MARTIN, PABLO (Miembro del equipo de trabajo)
  • Kamali, Sara (Miembro del equipo de trabajo)
  • BERBEL FERNANDEZ, BLANCA (Miembro del equipo de trabajo)
  • GARRIDO PEÑA, ALICIA (Miembro del equipo de trabajo)
  • Baroni, Fabiano (Investigador/a)
  • Elices Ocon, Irene del Rosario (Investigador/a)
  • Latorre Camino, Roberto (Investigador/a)
  • Serrano Jerez, Eduardo (Investigador/a)
  • Sanchez-Montañes Isla, Manuel Antonio (Investigador/a)
  • Sigüenza Pizarro, Juan Alberto (Investigador/a)
  • Aguirre Maeso, Carlos (Investigador/a)
  • Varona Martinez, Pablo (Investigador principal (IP))
... View more Collapse

Period: 01-01-2022 - 31-12-2024

Type of funding: National

Amount of funding: 166859,00 Euros.

  • iMarina

Dinámica neuronal secuencial exploratoria: experimentos, formalismo teórico y aplicaciones

  • Serrano Jerez, Eduardo (Investigador/a)
  • Sanchez-Montañes Isla, Manuel Antonio (Investigador/a)
  • Sigüenza Pizarro, Juan Alberto (Investigador/a)
  • Varona Martinez, Pablo (Investigador principal (IP))
  • Baroni, Fabiano (Investigador/a)
  • Latorre Camino, Roberto (Investigador/a)
  • Aguirre Maeso, Carlos (Investigador/a)
... View more Collapse

Period: 01-01-2019 - 31-12-2021

Type of funding: National

Amount of funding: 137698,00 Euros.

  • iMarina

Imagen multimodal de la respuesta terapéutica a estrategias multidiana en enfermedades neurológicas

  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))

Period: 01-01-2018 - 31-12-2021

Type of funding: Regional

Amount of funding: 2895344,00 Euros.

  • iMarina

Computación en ciclo-cerrado: de la neurociencia a la tecnología

  • Levi, Refael (Miembro del equipo de trabajo)
  • Elices Ocon, Irene del Rosario (Miembro del equipo de trabajo)
  • REYES SANCHEZ, MANUEL (Miembro del equipo de trabajo)
  • AMADUCCI SZWARC, RODRIGO VICENTE (Miembro del equipo de trabajo)
  • Garcia Saura, Carlos (Investigador/a)
  • Aguirre Maeso, Carlos (Investigador/a)
  • Serrano Jerez, Eduardo (Investigador/a)
  • Sanchez-Montañes Isla, Manuel Antonio (Investigador/a)
  • Sigüenza Pizarro, Juan Alberto (Investigador/a)
  • Latorre Camino, Roberto (Investigador/a)
  • Arroyo Guardeño, David (Investigador/a)
  • Varona Martinez, Pablo (Investigador principal (IP))
... View more Collapse

Period: 01-01-2016 - 31-12-2018

Type of funding: International

Amount of funding: 137093,00 Euros.

  • iMarina

Contrato para la realización del proyecto de investigación: Solución Big Data Analytics para optimizar la productividad comercial.

  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))

Period: 15-12-2014 - 31-03-2015

Type of funding: International

Amount of funding: 5000,00 Euros.

  • iMarina

Contrato para la realización del proyecto de investigación Tecnología de direccionamiento de audiencia para conectar campańas de publicidad sobre video online

  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))

Period: 15-01-2014 - 31-03-2015

Type of funding: International

Amount of funding: 10000,00 Euros.

  • iMarina

Programa I2M2: Imagen Molecular Multimodal de la Inflamación.

  • Tim Pearce (Investigador/a)
  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))

Period: 01-01-2012 - 31-12-2015

  • iMarina

Validación de clusters basada en la negentropía de la partición, con aplicación al análisis automático de imágenes.

  • Sebastian Cerdan Garcia Esteller (Investigador/a)
  • Sanchez-Montañes Isla, Manuel Antonio (Investigador/a)
  • Martinez Muñoz, Gonzalo (Investigador/a)
  • Gonzalez Marcos, Ana Maria (Investigador/a)
  • Lago Fernandez, Luis Fernando (Investigador principal (IP))

Period: 01-01-2011 - 31-03-2012

  • iMarina

Creación de modelos robustos en problemas de predicción reales cuos conjuntos de entrenamiento y test siguen distribuciones estadísticas diferentes.

  • Herrero Carron, Fernando (Investigador/a)
  • Lago Fernandez, Luis Fernando (Investigador/a)
  • Tejedor Noguerales, Javier (Investigador/a)
  • Fabiano Baroni (Investigador/a)
  • Aguirre Maeso, Carlos (Investigador/a)
  • Echeverria Rey, Alejandro (Investigador/a)
  • Sanchez-Montañes Isla, Manuel Antonio (Investigador principal (IP))
... View more Collapse

Period: 01-01-2009 - 28-02-2010

  • iMarina

Estudio de nuevos modelos de procesamiento complejo de información en neurociencia computacional.

  • Sanchez-Montañes Isla, Manuel Antonio (Investigador/a)
  • Latorre Camino, Roberto (Investigador/a)
  • Lago Fernandez, Luis Fernando (Investigador/a)
  • Sigüenza Pizarro, Juan Alberto (Investigador/a)
  • Rodriguez Ortiz, Francisco Borja (Investigador/a)
  • Fernando Corbacho Abelaira (Investigador/a)
  • Serrano Jerez, Eduardo (Investigador/a)
  • Dominguez Carreta, David Renato (Investigador/a)
  • Miravet Fuster, Carlos Enrique (Investigador/a)
  • Aguirre Maeso, Carlos (Investigador/a)
  • Varona Martinez, Pablo (Investigador principal (IP))
... View more Collapse

Period: 12-01-2003 - 30-11-2005

  • iMarina

Artificial cognitive architecture with self-learning and self-optimization capabilities. Case studies in micromachining processes

  • Haber, Rodolfo (Codirector)
  • Quiza Sardiñas, Ramón (Codirector)
  • Sanchez-Montañes Isla, Manuel Antonio (Tutor) Doctorando: Beruvides López, Gerardo

22/9/2017

  • iMarina

Intelligent Analysis of Cerebral Magnetic Resonance Images: Extracting Relevant Information from Small Datasets

  • Sebastián Cerdán (Director)
  • Manuel Sánchez-Montañés Isla (Director) Doctorando: Ania Benitez Sánchez del Campo

21/9/2017

  • iMarina

Method and device for the detection of change in illumination for vision systems

  • RodrÍguez González, Sara (Inventores/autores/obtentores)
  • Sanchez-Montañes Isla, Manuel Antonio (Inventores/autores/obtentores)
  • Lago Fernandez, Luis Fernando (Inventores/autores/obtentores)
  • Cermeño Mediavilla, Eduardo (Inventores/autores/obtentores)
  • Pérez Fernández, Ana (Inventores/autores/obtentores)
  • López Font, Rafael (Inventores/autores/obtentores)

1/10/2017

  • iMarina
Last data update: 11/24/25 7:19 PM