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Author profile at the institutional portal

Cantador Gutierrez, Ivan ivan.cantador@uam.es

Ingeniería informática / Universidad Autónoma de Madrid

Publications

CBRecSys 2014 - New Trends in Content-based Recommender Systems: Proceedings of the 1st Workshop on New Trends in Content-based Recommender Systems

  • Bogers T
  • Koolen M
  • Cantador I

Ceur Workshop Proceedings - 1/1/2005

10.1053/j.jvca.2005.03.036

  • ISSN 16130073
  • iMarina

A multilayer ontology-based hybrid recommendation model

  • Cantador, Ivan
  • Bellogin, Alejandro
  • Castells, Pablo;

Ai Communications (p. 203-210) - 12/12/2008

10.3233/aic-2008-0437 View at source

  • ISSN 09217126

International Conference on Information and Knowledge Management, Proceedings: Foreword

  • Cortizo J
  • Carrero F
  • Cantador I
  • Troyano J
  • Rosso P

International Conference On Information And Knowledge Management, Proceedings (p. iii-iv) - 1/1/2009

  • iMarina

Preface

  • Cantador I
  • Mika P
  • Vallet D
  • Cortizo J
  • Carrero F

Ceur Workshop Proceedings - 1/12/2010

  • ISSN 16130073
  • iMarina

Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems, HetRec 2010, Held at the 4th ACM Conference on Recommender Systems, RecSys 2010: Preface

  • Brusilovsky P
  • Cantador I
  • Koren Y
  • Kuflik T
  • Weimer M

21/12/2010

  • iMarina

An Enhanced Semantic Layer for Hybrid Recommender Systems: Application to News Recommendation

  • Cantador, Ivan
  • Castells, Pablo
  • Bellogin, Alejandro;

International Journal On Semantic Web And Information Systems (p. 44-78) - 1/1/2011

10.4018/jswis.2011010103 View at source

  • ISSN 15526283

Preface

  • Cantador I
  • Brusilovsky P
  • Kuflik T

23/11/2011

  • iMarina

Semantically enhanced Information Retrieval: An ontology-based approach

  • Fernandez, Miriam
  • Cantador, Ivan
  • Lopez, Vanesa
  • Vallet, David
  • Castells, Pablo
  • Motta, Enrico;

Journal Of Web Semantics (p. 434-452) - 1/12/2011

10.1016/j.websem.2010.11.003 View at source

  • ISSN 15708268

SMUC 2011 workshop preface

  • Cantador I
  • Carrero F
  • Cortizo J
  • Rosso P
  • Schedl M
  • Troyano J

15/12/2011

  • iMarina

Categorising social tags to improve folksonomy-based recommendations

  • Cantador, Ivan
  • Konstas, Ioannis
  • Jose, Joemon M.;

Journal Of Web Semantics (p. 1-15) - 1/3/2011

10.1016/j.websem.2010.10.001 View at source

  • ISSN 15708268

Collaborative Recommendations: Algorithms, Practical Challenges and Applications

  • Berkovsky S
  • Cantador I
  • Tikk D

(p. 1-717) - 1/1/2019

10.1142/11131

  • ISBN 9789813275348
  • iMarina

Boosting parallel perceptrons for label noise reduction in classification problems

  • Cantador, I
  • Dorronsoro, JR;

Lecture Notes In Computer Science (p. 586-593) - 1/1/2005

10.1007/11499305_60 View at source

  • ISBN 9783540263197
  • ISSN 03029743

Balanced boosting with parallel perceptrons

  • Cantador, I
  • Dorronsoro, JR;

Lecture Notes In Computer Science (p. 208-216) - 1/1/2005

10.1007/11494669_26 View at source

  • ISBN 9783540262084
  • ISSN 03029743

Parallel perceptrons, activation margins and imbalanced training set pruning

  • Cantador, I
  • Dorronsoro, JR;

Lecture Notes In Computer Science (p. 43-50) - 1/1/2005

10.1007/11492542_6 View at source

  • ISBN 9783540261544
  • ISSN 03029743

Semantic Web Technologies for the Financial Domain

  • Lara, Ruben
  • Cantador Gutierrez, Ivan
  • Castells Azpilicueta, Pablo

The Semantic Web: Real-World Applications From Industry (p. 41-74) - 1/1/2008

10.1007/978-0-387-48531-7_3 View at source

A Multi-Purpose Ontology-Based Approach for Personalised Content Filtering and Retrieval

  • Cantador Gutierrez, Ivan

Advances In Semantic Media Adaptation And Personalization - 1/1/2008

  • iMarina

Personalised Multimedia Summaries

  • Dolbear C
  • Hobson P
  • Vallet D
  • Fernández M
  • Cantador I
  • Castells P

Semantic Multimedia And Ontologies (p. 165-183) - 1/12/2008

10.1007/978-1-84800-076-6_6 View at source

Enhanced media descriptions for the automatic adaptation of audiovisual content retrieval

  • Cantador I
  • López F
  • Bescós J
  • Castells P
  • Martínez J

Personalization Of Interactive Multimedia Services: A Research And Development Perspective (p. 101-117) - 1/1/2009

  • iMarina

Discerning Relevant Model Features in a Content-based Collaborative Recommender System

  • Bellogin, Alejandro
  • Cantador, Ivan
  • Castells, Pablo
  • Ortigosa, Alvaro;

Preference Learning (p. 429-455) - 1/12/2011

10.1007/978-3-642-14125-6_20 View at source

An enhanced semantic layer for hybrid recommender systems: Application to news recommendation

  • Cantador I
  • Castells P
  • Bellogín A

Plos One (p. 235-269) - 31/3/2013

10.4018/978-1-4666-3610-1.ch010 View at source

  • ISSN 19326203

Cross-domain recommender systems

  • Cantador I
  • Fernández-Tobías I
  • Berkovsky S
  • Cremonesi P

Plos One (p. 919-959) - 1/1/2015

10.1007/978-1-4899-7637-6_27 View at source

  • ISSN 19326203

Parallel Perceptrons and Training Set Selection for Imbalanced Classification Problems

  • Cantador Gutierrez, Ivan
  • Dorronsoro Ibero, Jose Ramon

20/10/2004

  • iMarina

Discriminant parallel perceptrons

  • Gonzalez, A
  • Cantador, I
  • Dorronsoro, JR;

Lecture Notes In Computer Science (p. 13-18) - 1/12/2005

10.1007/11550907_3 View at source

  • ISBN 9783540287551
  • ISSN 03029743

Selección de Patrones de Entrenamiento Representativos en Muestras Desequilibradas mediante Voto Mayoritario en Perceptrones Paralelos

  • Cantador Gutierrez, Ivan
  • Dorronsoro Ibero, Jose Ramon

13/9/2005

  • iMarina

Estrategias de recomienzo para el entrenamiento de Perceptrones Multicapa

  • Cebrian Ramos, Manuel
  • Cantador Gutierrez, Ivan

14/9/2005

  • iMarina

A multi-purpose ontology-based approach for personalized content filtering and retrieval

  • Vallet, David
  • Cantador, Ivan
  • Fernandez, Miriam
  • Castells, Pablo;

Proceedings - Smap 2006: 1st International Workshop On Semantic Media Adaptation And Personalization (p. 19-+) - 1/1/2006

10.1109/smap.2006.4 View at source

Multilayered Semantic Social Network Modeling by Ontology-Based User Profiles Clustering: Application to Collaborative Filtering

  • Cantador, Ivan
  • Castells, Pablo;

Lecture Notes In Computer Science (p. 334-349) - 1/1/2006

  • ISBN 9783540463634
  • ISSN 03029743
  • iMarina

XBRL taxonomies and OWL ontologies for investment funds

  • Lara, Ruben
  • Cantador, Ivan
  • Castells, Pablo;

Lecture Notes In Computer Science (p. 271-280) - 1/1/2006

  • ISBN 9783540477037
  • ISSN 03029743
  • iMarina

Multilayered Ontology-Based User Profiles and Semantic Social Networks for Recommender Systems

  • Cantador Gutierrez, Ivan
  • Castells Azpilicueta, Pablo

WPRSIUI 2006: International Workshop on Web Personalisation, Recommender Systems and Intelligent User Interfaces at the AH 2006 - 2/10/2006

  • iMarina

CORE: A Tool for Collaborative Ontology Reuse and Evaluation

  • Fernández M., Cantador I., Castells P.

Ceur Workshop Proceedings - 1/12/2006

  • ISSN 16130073
  • iMarina

Enriching group profiles with ontologies for knowledge-driven collaborative content retrieval

  • Cantador, Ivan
  • Castells, Pablo
  • Vallet, David;

Proceedings Of The Workshop On Enabling Technologies: Infrastructure For Collaborative Enterprises, Wet Ice (p. 358-+) - 1/12/2006

10.1109/wetice.2006.36

  • ISBN 0-7695-2623-3
  • ISSN 15244547
  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Democracia digital participativa a través de instrumentos y modelos eficientes de gobierno abierto en los gobiernos locales andaluces

  • Rodríguez Bolívar MP (Investigador principal (IP))
  • Alcaide Muñoz, Cristina (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador/a)
  • Criado Grande, Juan Ignacio (Investigador/a)
  • Alcaide Muñoz, Laura (Investigador/a)
  • Delgado Mohatar, Oscar (Investigador/a)

Period: 01-01-2020 - 31-12-2022

Amount of funding: 28500,00 Euros.

  • iMarina

América en Madrid. Patrimonios interconectados e impacto turístico en la Comunidad de Madrid (Amermad)

  • Diez Rubio, Fernando (Investigador/a)
  • Bellogin Kouki, Alejandro (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador principal (IP))

Period: 01-01-2020 - 31-12-2022

Type of funding: Regional

Amount of funding: 4370,00 Euros.

  • iMarina

Más allá de la recomendación estática: equidad, interacción y transparencia. = Beyond static recommendation: fairness, interaction and transparency (FIT)

  • Santini, Simone (Investigador/a)
  • SANZ-CRUZADO PUIG, JAVIER (Investigador/a)
  • Cañamares Perez, Rocio (Investigador/a)
  • Quijano Sanchez, Lara (Investigador/a)
  • Castells Azpilicueta, Pablo (Investigador principal (IP))
  • SANCHEZ PEREZ, PABLO (Investigador/a)
  • Diez Rubio, Fernando (Investigador/a)
  • Cantador Gutierrez, Ivan (Investigador principal (IP))
  • Bellogin Kouki, Alejandro (Investigador/a)
... View more Collapse

Period: 01-06-2020 - 31-05-2023

Type of funding: National

Amount of funding: 99220,00 Euros.

  • iMarina

Recommender system performance evaluation and prediction an information retrieval perspective

  • Castells Azpilicueta, Pablo (Director)
  • Cantador Gutierrez, Ivan (Director) Doctorando: BELLOGIN KOUKI, ALEJANDRO

30/11/2012

  • iMarina

Recommender systems and time context: Characterization of a robust evaluation protocol to increase reliability of measured improvements

  • Diez Rubio, Fernando (Director)
  • Cantador Gutierrez, Ivan (Codirector) Doctorando: Campos Soto, Pedro G.

14/10/2013

Reading institution: Universidad Autónoma de Madrid

Matrix factorization models for cross-domain recommendation: Addressing the cold start in collaborative filtering

  • Cantador Gutierrez, Ivan (Director) Doctorando: Ignacio Javier Fernandez Tobias

13/1/2017

Reading institution: Universidad Autónoma de Madrid

This researcher has no patents or software licenses.

Last data update: 4/24/24 12:52 PM