Fuzzy Norm-Explicit Product Quantization for Recommender Systems
International Journal
Year of publication
2024
Author
Mohammadreza Jamalifard
Javier Andreu-Perez
Hani Hagras
Luis Martínez
Volume
32
Issue
5
Pagination
2987-2998
Keywords
Quantization
Recommender systems
Complexity theory
Filtering
collaborative filtering
Semiconductor device measurement
Search problems
Recommender system
Fuzzy
Product Quantization
Norm-Explicit Product Quantization
Fuzzy Norm-Explicit
DOI
10.1109/TFUZZ.2024.3365722
Journal
IEEE Transactions on Fuzzy Systems
Jamalifard, M., et al. «Fuzzy Norm-Explicit Product Quantization For Recommender Systems». Ieee Transactions On Fuzzy Systems, 2024, pp. 2987-2998.
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Creating synthetic datasets for collaborative filtering recommender systems using generative adversarial networks
International Journal
Year of publication
2023
Author
Jesús Bobadilla
Abraham Gutiérrez
Raciel Yera
Luis Martínez
Volume
280
Pagination
111016
Keywords
Recommender systems
Generative adversarial networks
Deep learning
collaborative filtering
DOI
https://doi.org/10.1016/j.knosys.2023.111016
Journal
Knowledge-Based Systems
ISSN Number
0950-7051
URL
https://www.sciencedirect.com/science/article/pii/S0950705123007669
Bobadilla, J., et al. «Creating Synthetic Datasets For Collaborative Filtering Recommender Systems Using Generative Adversarial Networks». Knowledge-Based Systems, 2023, p. 111016.
Documento
Publicado_GANRS_2023_KBS.pdf3.1 MB
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Correcting noisy ratings in collaborative recommender systems
International Journal
Year of publication
2015
Author
Raciel Yera
Y Caballero
Luis Martínez
Publisher
Elsevier
Volume
76
Pagination
96-108
Keywords
collaborative filtering
Matrix factorization
Natural noise
Nearest neighbor-based recommendation
Recommender systems
Journal
Knowledge-based Systems
URL
http://dx.doi.org/10.1016/j.knosys.2014.12.011
Yera, R., et al. «Correcting Noisy Ratings In Collaborative Recommender Systems». Knowledge-Based Systems, Elsevier, 2015, pp. 96-108.
Documento
publicado.pdf623.61 KB
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1
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An empirical study of natural noise management in group recommendation systems
International Journal
Year of publication
2017
Author
Jorge Castro
Raciel Yera
Luis Martínez
Volume
94
Pagination
1-11
Keywords
collaborative filtering
group recommender systems
Natural noise
Recommender systems
DOI
http://dx.doi.org/10.1016/j.dss.2016.09.020
Journal
Decision Support Systems
Date Published
02/2017
ISSN Number
0167-9236
URL
http://www.sciencedirect.com/science/article/pii/S0167923616301695
Castro, J., et al. «An Empirical Study Of Natural Noise Management In Group Recommendation Systems». 02/2017d. C. Decision Support Systems, 2017, pp. 1-11.
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Using Collaborative Filtering for Dealing with Missing Values in Nuclear Safeguards Evaluation
International Journal
Year of publication
2010
Author
Rosa María Rodríguez
Luis Martínez
Da Ruan
Jun Liu
Publisher
World Scientific
Volume
18
Pagination
431-450
Keywords
2-tuple
collaborative filtering
fuzzy linguistic approach
imputation
missing values
nuclear safeguards
trustworthy
Proyecto
TIN2009-08286
Journal
International Journal of Uncertainty, Fuzziness and knowledge-based Systems
Number
4
URL
http://www.worldscinet.com/ijufks/18/1804/S0218488510006635.html
Rodríguez, R. M., et al. «Using Collaborative Filtering For Dealing With Missing Values In Nuclear Safeguards Evaluation». International Journal Of Uncertainty, Fuzziness And Knowledge-Based Systems, 4, World Scientific, 2010, pp. 431-450.
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A Web-Decision Support System based on Collaborative Filtering for Academic Orientation. Case Study of the Spanish Secondary School
International Journal
Year of publication
2009
Author
Emilio José Castellano
Luis Martínez
Publisher
Springer-Verlag Heidelberg
Volume
15
Pagination
2786-2807
Keywords
academic orientation
collaborative filtering
decision support systems
Recommender systems
Proyecto
TIN2009-08286
Journal
Journal of Universal Computer Science
Number
14
URL
http://www.jucs.org/jucs_15_14/a_web_decision_support
Castellano, E. J., y L. Martínez. «A Web-Decision Support System Based On Collaborative Filtering For Academic Orientation. Case Study Of The Spanish Secondary School». Journal Of Universal Computer Science, 14, Springer-Verlag Heidelberg, 2009, pp. 2786-2807.
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