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Jesús Bobadilla
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2020 – today
- 2024
- [j44]Jesús Bobadilla
, Abraham Gutierrez Rodriguez
:
Wasserstein GAN-based architecture to generate collaborative filtering synthetic datasets. Appl. Intell. 54(3): 2472-2490 (2024) - [j43]Jesús Bobadilla, Jorge Dueñas-Lerín
, Fernando Ortega, Abraham Gutiérrez
:
Comprehensive Evaluation of Matrix Factorization Models for Collaborative Filtering Recommender Systems. Int. J. Interact. Multim. Artif. Intell. 8(6): 15 (2024) - [i9]Fernando Ortega, Bo Zhu, Jesús Bobadilla, Antonio Hernando:
CF4J: Collaborative Filtering for Java. CoRR abs/2402.01008 (2024) - [i8]Jesús Bobadilla, Abraham Gutiérrez, Fernando Ortega, Bo Zhu:
Reliability quality measures for recommender systems. CoRR abs/2402.04457 (2024) - 2023
- [j42]Jesús Bobadilla, Abraham Gutiérrez
, Raciel Yera
, Luis Martínez
:
Creating synthetic datasets for collaborative filtering recommender systems using generative adversarial networks. Knowl. Based Syst. 280: 111016 (2023) - [j41]Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez
, Ángel González-Prieto
:
Deep variational models for collaborative filtering-based recommender systems. Neural Comput. Appl. 35(10): 7817-7831 (2023) - [j40]Jorge Dueñas-Lerín
, Raúl Lara-Cabrera, Fernando Ortega, Jesús Bobadilla:
Neural group recommendation based on a probabilistic semantic aggregation. Neural Comput. Appl. 35(19): 14081-14092 (2023) - [c12]Jesús Bobadilla, Abraham Gutiérrez:
Generating and Testing Synthetic Datasets for Recommender Systems to Improve Fairness in Collaborative Filtering Research. AICCSA 2023: 1-6 - [i7]Jesús Bobadilla, Abraham Gutiérrez, Raciel Yera
, Luis Martínez:
Creating Synthetic Datasets for Collaborative Filtering Recommender Systems using Generative Adversarial Networks. CoRR abs/2303.01297 (2023) - [i6]Jorge Dueñas-Lerín, Raúl Lara-Cabrera, Fernando Ortega, Jesús Bobadilla:
Neural Group Recommendation Based on a Probabilistic Semantic Aggregation. CoRR abs/2303.07001 (2023) - [i5]Jorge Dueñas-Lerín, Raúl Lara-Cabrera, Fernando Ortega, Jesús Bobadilla:
Deep Neural Aggregation for Recommending Items to Group of Users. CoRR abs/2307.09447 (2023) - 2022
- [j39]Jesús Bobadilla, Abraham Gutiérrez
, Santiago Alonso, Ángel González-Prieto:
Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities. Int. J. Interact. Multim. Artif. Intell. 7(4): 18 (2022) - [j38]Jesús Bobadilla, Ángel González-Prieto
, Fernando Ortega, Raúl Lara-Cabrera
:
Deep learning approach to obtain collaborative filtering neighborhoods. Neural Comput. Appl. 34(4): 2939-2951 (2022) - [c11]Jesús Bobadilla
, Santiago Alonso
, Abraham Gutiérrez
, Álvaro González
:
Recommendation Versus Regression Neural Collaborative Filtering. KES-IDT 2022: 15-24 - 2021
- [j37]Jesús Bobadilla, Raúl Lara-Cabrera, Ángel González-Prieto
, Fernando Ortega:
DeepFair: Deep Learning for Improving Fairness in Recommender Systems. Int. J. Interact. Multim. Artif. Intell. 6(6): 86-94 (2021) - [j36]Fernando Ortega, Raúl Lara-Cabrera, Ángel González-Prieto, Jesús Bobadilla:
Providing reliability in recommender systems through Bernoulli Matrix Factorization. Inf. Sci. 553: 110-128 (2021) - [j35]Jesús Bobadilla
, Ángel González-Prieto
, Fernando Ortega
, Raúl Lara-Cabrera
:
Deep learning feature selection to unhide demographic recommender systems factors. Neural Comput. Appl. 33(12): 7291-7308 (2021) - [i4]Jesús Bobadilla, Fernando Ortega, Abraham Gutiérrez, Ángel González-Prieto
:
Deep Variational Models for Collaborative Filtering-based Recommender Systems. CoRR abs/2107.12677 (2021) - 2020
- [j34]Jesús Bobadilla, Fernando Ortega
, Abraham Gutiérrez
, Santiago Alonso:
Classification-based Deep Neural Network Architecture for Collaborative Filtering Recommender Systems. Int. J. Interact. Multim. Artif. Intell. 6(1): 68-77 (2020) - [j33]Jesús Bobadilla, Abraham Gutiérrez
, Santiago Alonso, Remigio Hurtado
:
A Collaborative Filtering Probabilistic Approach for Recommendation to Large Homogeneous and Automatically Detected Groups. Int. J. Interact. Multim. Artif. Intell. 6(2): 1-11 (2020) - [j32]Fernando Ortega
, Ángel González-Prieto
, Jesús Bobadilla
, Abraham Gutiérrez
:
Collaborative Filtering to Predict Sensor Array Values in Large IoT Networks. Sensors 20(16): 4628 (2020) - [i3]Fernando Ortega, Raúl Lara-Cabrera, Ángel González-Prieto
, Jesús Bobadilla:
Providing reliability in Recommender Systems through Bernoulli Matrix Factorization. CoRR abs/2006.03481 (2020) - [i2]Jesús Bobadilla, Raúl Lara-Cabrera, Ángel González-Prieto
, Fernando Ortega:
DeepFair: Deep Learning for Improving Fairness in Recommender Systems. CoRR abs/2006.05255 (2020) - [i1]Jesús Bobadilla, Ángel González-Prieto
, Fernando Ortega, Raúl Lara-Cabrera:
Deep Learning feature selection to unhide demographic recommender systems factors. CoRR abs/2006.12379 (2020)
2010 – 2019
- 2019
- [j31]Remigio Hurtado
, Jesús Bobadilla
, Rodolfo Bojorque
, Fernando Ortega
, Xin Li
:
A New Recommendation Approach Based on Probabilistic Soft Clustering Methods: A Scientific Documentation Case Study. IEEE Access 7: 7522-7534 (2019) - [j30]Santiago Alonso
, Jesús Bobadilla
, Fernando Ortega
, Ricardo Moya:
Robust Model-Based Reliability Approach to Tackle Shilling Attacks in Collaborative Filtering Recommender Systems. IEEE Access 7: 41782-41798 (2019) - [d1]Santiago Alonso, Jesús Bobadilla, Fernando Ortega, Ricardo Moya:
MaliciousML: MovieLens dataset attacked with diverse profile injection attacks. IEEE DataPort, 2019 - 2018
- [j29]Jesús Bobadilla
, Rodolfo Bojorque
, Antonio Hernando
, Remigio Hurtado
:
Recommender Systems Clustering Using Bayesian Non Negative Matrix Factorization. IEEE Access 6: 3549-3564 (2018) - [j28]Fernando Ortega
, Remigio Hurtado
, Jesús Bobadilla
, Rodolfo Bojorque
:
Recommendation to Groups of Users Using the Singularities Concept. IEEE Access 6: 39745-39761 (2018) - [j27]Fernando Ortega
, Jesús Bobadilla
, Abraham Gutiérrez
, Remigio Hurtado
, Xin Li
:
Artificial Intelligence Scientific Documentation Dataset for Recommender Systems. IEEE Access 6: 48543-48555 (2018) - [j26]Bo Zhu, Remigio Hurtado
, Jesús Bobadilla
, Fernando Ortega
:
An Efficient Recommender System Method Based on the Numerical Relevances and the Non-Numerical Structures of the Ratings. IEEE Access 6: 49935-49954 (2018) - [j25]Antonio Hernando
, Jesús Bobadilla
, Fernando Ortega
, Abraham Gutiérrez
:
Method to interactively visualize and navigate related information. Expert Syst. Appl. 111: 61-75 (2018) - [j24]Jesús Bobadilla, Abraham Gutiérrez, Fernando Ortega
, Bo Zhu:
Reliability quality measures for recommender systems. Inf. Sci. 442-443: 145-157 (2018) - [j23]Bo Zhu, Fernando Ortega
, Jesús Bobadilla, Abraham Gutiérrez
:
Assigning reliability values to recommendations using matrix factorization. J. Comput. Sci. 26: 165-177 (2018) - [j22]Fernando Ortega
, Bo Zhu, Jesús Bobadilla
, Antonio Hernando
:
CF4J: Collaborative filtering for Java. Knowl. Based Syst. 152: 94-99 (2018) - [j21]S. Gil, Jesús Bobadilla
, Fernando Ortega
, Bo Zhu:
VisualRS: Java framework for visualization of recommender systems information. Knowl. Based Syst. 155: 66-70 (2018) - 2017
- [j20]Antonio Hernando
, Jesús Bobadilla, Fernando Ortega
, Abraham Gutiérrez
:
A probabilistic model for recommending to new cold-start non-registered users. Inf. Sci. 376: 216-232 (2017) - 2016
- [j19]Fernando Ortega
, Antonio Hernando
, Jesús Bobadilla, Jeon-Hyung Kang:
Recommending items to group of users using Matrix Factorization based Collaborative Filtering. Inf. Sci. 345: 313-324 (2016) - [j18]Antonio Hernando
, Jesús Bobadilla, Fernando Ortega
:
A non negative matrix factorization for collaborative filtering recommender systems based on a Bayesian probabilistic model. Knowl. Based Syst. 97: 188-202 (2016) - 2014
- [j17]Fernando Ortega
, Jesús Bobadilla, Antonio Hernando
, Fernando Rodríguez:
Using Hierarchical Graph Maps to Explain Collaborative Filtering Recommendations. Int. J. Intell. Syst. 29(5): 462-477 (2014) - [j16]Antonio Hernando
, Ricardo Moya, Fernando Ortega
, Jesús Bobadilla:
Hierarchical graph maps for visualization of collaborative recommender systems. J. Inf. Sci. 40(1): 97-106 (2014) - 2013
- [j15]Fernando Ortega
, Jesús Bobadilla, Antonio Hernando
, Abraham Gutiérrez
:
Incorporating group recommendations to recommender systems: Alternatives and performance. Inf. Process. Manag. 49(4): 895-901 (2013) - [j14]Antonio Hernando
, Jesús Bobadilla, Fernando Ortega
, Jorge Tejedor:
Incorporating reliability measurements into the predictions of a recommender system. Inf. Sci. 218: 1-16 (2013) - [j13]Antonio Hernando
, Jesús Bobadilla, Fernando Ortega
, Abraham Gutiérrez
:
Trees for explaining recommendations made through collaborative filtering. Inf. Sci. 239: 1-17 (2013) - [j12]Fernando Ortega
, José Luis Sánchez, Jesús Bobadilla, Abraham Gutiérrez
:
Improving collaborative filtering-based recommender systems results using Pareto dominance. Inf. Sci. 239: 50-61 (2013) - [j11]Jesús Bobadilla, Fernando Ortega
, Antonio Hernando
, Abraham Gutiérrez
:
Recommender systems survey. Knowl. Based Syst. 46: 109-132 (2013) - [j10]Jesús Bobadilla, Fernando Ortega
, Antonio Hernando
, Guillermo Glez. de Rivera
:
A similarity metric designed to speed up, using hardware, the recommender systems k-nearest neighbors algorithm. Knowl. Based Syst. 51: 27-34 (2013) - 2012
- [j9]Jesús Bobadilla, Fernando Ortega
, Antonio Hernando
, Jesus Bernal:
Generalization of recommender systems: Collaborative filtering extended to groups of users and restricted to groups of items. Expert Syst. Appl. 39(1): 172-186 (2012) - [j8]Jesús Bobadilla, Fernando Ortega
, Antonio Hernando
, Angel Arroyo:
A balanced memory-based collaborative filtering similarity measure. Int. J. Intell. Syst. 27(10): 939-946 (2012) - [j7]Jesús Bobadilla, Fernando Ortega
, Antonio Hernando
:
A collaborative filtering similarity measure based on singularities. Inf. Process. Manag. 48(2): 204-217 (2012) - [j6]Jesús Bobadilla, Antonio Hernando
, Fernando Ortega
, Abraham Gutiérrez
:
Collaborative filtering based on significances. Inf. Sci. 185(1): 1-17 (2012) - [j5]Jesús Bobadilla, Fernando Ortega
, Antonio Hernando
, Jesus Bernal:
A collaborative filtering approach to mitigate the new user cold start problem. Knowl. Based Syst. 26: 225-238 (2012) - 2011
- [j4]Jesús Bobadilla, Antonio Hernando
, Fernando Ortega
, Jesus Bernal:
A framework for collaborative filtering recommender systems. Expert Syst. Appl. 38(12): 14609-14623 (2011) - [j3]Jesús Bobadilla, Fernando Ortega
, Antonio Hernando
, Javier Alcalá:
Improving collaborative filtering recommender system results and performance using genetic algorithms. Knowl. Based Syst. 24(8): 1310-1316 (2011) - [c10]Fernando Ortega
, Antonio Hernando
, Jesús Bobadilla:
Extended Precision Quality Measure for Recommender Systems. CAEPIA 2011: 433-442 - [c9]Jesús Bobadilla, Antonio Hernando
, Angel Arroyo:
e-learning experience using recommender systems. SIGCSE 2011: 477-482 - 2010
- [j2]Jesús Bobadilla, Francisco Serradilla
, Jesus Bernal:
A new collaborative filtering metric that improves the behavior of recommender systems. Knowl. Based Syst. 23(6): 520-528 (2010) - [p1]Antonio Hernando
, Jesús Bobadilla, Francisco Serradilla:
Collaborative Filtering Based on Choosing a Different Number of Neighbors for Each User. Handbook of Social Network Technologies 2010: 317-330
2000 – 2009
- 2009
- [j1]Jesús Bobadilla, Francisco Serradilla
, Antonio Hernando
:
Collaborative filtering adapted to recommender systems of e-learning. Knowl. Based Syst. 22(4): 261-265 (2009) - [c8]Jesús Bobadilla, Francisco Serradilla:
The Effect of Sparsity on Collaborative Filtering Metrics. ADC 2009: 9-17 - [c7]Jesús Bobadilla, Francisco Serradilla, Luis F. Mingo:
Reducing Recommender Systems Data Base Sizes and Improving their Accuracy. International Conference on Internet Computing 2009: 196-202 - 2007
- [c6]Jesús Bobadilla, Pedro Gomez, Juan Ignacio Godino-Llorente
:
Mapaci: A Real Time e-Health Application to Assist Throat Complaint Patients. ICIW 2007: 63 - 2004
- [c5]Luis Mengual
, Jesús Bobadilla, Gracián Triviño:
A Fuzzy Multi-agent System for Secure Remote Control of a Mobile Guard Robot. AWIC 2004: 44-53 - [c4]Jesús Bobadilla, Luis Mengual
:
Cooperative Visualization Framework Based on Video Streaming and Real-Time Vectorial Information. CDVE 2004: 61-68 - [c3]Jesús Bobadilla, Luis Mengual
:
Dynamic Quality Control Based on Fuzzy Agents for Multipoint Videoconferencing. IBERAMIA 2004: 22-31 - [c2]Jesús Bobadilla:
New Speech Enhancement Approach for Formant Evolution Detection. TSD 2004: 275-282
1990 – 1999
- 1995
- [c1]Pedro Gómez, Victoria Rodellar, Agustín Álvarez, Jesús Bobadilla, Jesus Bernal, Victor Nieto Lluis, Mercedes Pérez:
Estimation of speech formant-dynamics using neural networks. EUROSPEECH 1995: 2221-2224
1980 – 1989
- 1989
- [b1]Jesús Bobadilla:
Desarrollo de algoritmos basados en filtrado adaptativo y su aplicación en el estudio de la fonética acústica española. Technical University of Madrid, Spain, 1989
Coauthor Index
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last updated on 2024-08-05 20:23 CEST by the dblp team
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