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2020 – today
- 2023
[j46]Pablo Pérez-Núñez
, Jorge Díez, Oscar Luaces, Beatriz Remeseiro, Antonio Bahamonde:
Users' photos of items can reveal their tastes in a recommender system. Inf. Sci. 642: 119227 (2023)- [j45]Pablo Pérez-Núñez, Jorge Díez, Beatriz Remeseiro, Oscar Luaces, Antonio Bahamonde:
All-in-one picture: visual summary of items in a recommender system. Neural Comput. Appl. 35(27): 20339-20349 (2023) - 2022
- [j44]Pablo Pérez-Núñez, Jorge Díez, Oscar Luaces, Antonio Bahamonde:
User encoding for clustering in very sparse recommender systems tasks. Multim. Tools Appl. 81(2): 2467-2488 (2022) - [j43]Pablo Pérez-Núñez, Jorge Díez, Oscar Luaces, Antonio Bahamonde:
Correction to: User encoding for clustering in very sparse recommender systems tasks. Multim. Tools Appl. 81(23): 34165-34166 (2022) - 2021
- [j42]Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde:
Scalable feature selection using ReliefF aided by locality-sensitive hashing. Int. J. Intell. Syst. 36(11): 6161-6179 (2021) - 2020
- [j41]Jorge Díez, Pablo Pérez-Núñez, Oscar Luaces, Beatriz Remeseiro, Antonio Bahamonde:
Towards explainable personalized recommendations by learning from users' photos. Inf. Sci. 520: 416-430 (2020) - [j40]Pablo Pérez-Núñez, Oscar Luaces, Antonio Bahamonde, Jorge Díez:
Improving recommender systems by encoding items and user profiles considering the order in their consumption history. Prog. Artif. Intell. 9(1): 67-75 (2020) - [j39]Carlos Eiras-Franco, David Martínez-Rego, Leslie Kanthan, César Piñeiro, Antonio Bahamonde, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing. ACM Trans. Intell. Syst. Technol. 11(6): 71:1-71:18 (2020)
2010 – 2019
- 2019
- [j38]Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde:
A scalable decision-tree-based method to explain interactions in dyadic data. Decis. Support Syst. 127 (2019) - [j37]Carlos Eiras-Franco, David Martínez-Rego, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde:
Large scale anomaly detection in mixed numerical and categorical input spaces. Inf. Sci. 487: 115-127 (2019) - [j36]Jorge Díez, David Martínez-Rego, Amparo Alonso-Betanzos, Oscar Luaces, Antonio Bahamonde:
Optimizing novelty and diversity in recommendations. Prog. Artif. Intell. 8(1): 101-109 (2019) - 2018
- [j35]Oscar Luaces, Jorge Díez, Antonio Bahamonde:
A peer assessment method to provide feedback, consistent grading and reduce students' burden in massive teaching settings. Comput. Educ. 126: 283-295 (2018) - [j34]Jaime Alonso, Jorge Díez, Oscar Luaces, Antonio Bahamonde:
A new method to learn growth curves of beef cattle using a factorization approach. Comput. Electron. Agric. 151: 77-83 (2018) - 2017
- [j33]Oscar Luaces, Jorge Díez, Amparo Alonso-Betanzos, Alicia Troncoso, Antonio Bahamonde:
Content-based methods in peer assessment of open-response questions to grade students as authors and as graders. Knowl. Based Syst. 117: 79-87 (2017) - [c22]Verónica Bolón-Canedo, Jorge Díez, Oscar Luaces, Antonio Bahamonde, Amparo Alonso-Betanzos:
Paving the way for providing teaching feedback in automatic evaluation of open response assignments. IJCNN 2017: 3447-3453 - 2016
- [j32]Jorge Díez, Juan José del Coz, Oscar Luaces, Antonio Bahamonde:
Using tensor products to detect unconditional label dependence in multilabel classifications. Inf. Sci. 329: 20-32 (2016) - 2015
- [j31]Jaime Alonso, Alfonso Villa, Antonio Bahamonde:
Improved estimation of bovine weight trajectories using Support Vector Machine Classification. Comput. Electron. Agric. 110: 36-41 (2015) - [j30]Oscar Luaces, Jorge Díez, Thorsten Joachims, Antonio Bahamonde:
Mapping preferences into Euclidean space. Expert Syst. Appl. 42(22): 8588-8596 (2015) - [j29]Oscar Luaces, Jorge Díez, Amparo Alonso-Betanzos, Alicia Troncoso Lora, Antonio Bahamonde:
A factorization approach to evaluate open-response assignments in MOOCs using preference learning on peer assessments. Knowl. Based Syst. 85: 322-328 (2015) - [j28]Jorge Díez, Oscar Luaces, Juan José del Coz, Antonio Bahamonde:
Optimizing different loss functions in multilabel classifications. Prog. Artif. Intell. 3(2): 107-118 (2015) - [j27]Jorge Díez, Edna Gamboa, Teresita González de Cossío, Oscar Luaces, Thorsten Joachims, Antonio Bahamonde:
Analysis of nutrition data by means of a matrix factorization method. Prog. Artif. Intell. 3(3-4): 119-127 (2015) - [c21]Oscar Luaces, Jorge Díez, Amparo Alonso-Betanzos, Alicia Troncoso, Antonio Bahamonde:
Including Content-Based Methods in Peer-Assessment of Open-Response Questions. ICDM Workshops 2015: 273-279 - 2014
- [j26]Gerardo Lastra, Oscar Luaces, Antonio Bahamonde:
Interval prediction for graded multi-label classification. Pattern Recognit. Lett. 49: 171-176 (2014) - 2013
- [j25]José Antonio Sánchez del Rivero, Elena Montañés-Roces, Begoña de la Roza-Delgado, Ana Soldado, Oscar Luaces, José Ramón Quevedo, Antonio Bahamonde:
Feature selection for classification of animal feed ingredients from near infrared microscopy spectra. Inf. Sci. 241: 58-69 (2013) - 2012
- [j24]Juan José del Coz, Jorge Díez, Antonio Bahamonde, Félix Goyache:
Learning data structure from classes: A case study applied to population genetics. Inf. Sci. 193: 22-35 (2012) - [j23]Oscar Luaces, Jorge Díez, José Barranquero, Juan José del Coz, Antonio Bahamonde:
Binary relevance efficacy for multilabel classification. Prog. Artif. Intell. 1(4): 303-313 (2012) - [j22]José Ramón Quevedo, Oscar Luaces, Antonio Bahamonde:
Multilabel classifiers with a probabilistic thresholding strategy. Pattern Recognit. 45(2): 876-883 (2012) - [j21]José Ramón Quevedo, Antonio Bahamonde, Miguel Pérez-Enciso, Oscar Luaces:
Disease Liability Prediction from Large Scale Genotyping Data Using Classifiers with a Reject Option. IEEE ACM Trans. Comput. Biol. Bioinform. 9(1): 88-97 (2012) - 2011
- [j20]Oscar Luaces, Luiz Henrique A. Rodrigues, Carlos Alberto Alves Meira, Antonio Bahamonde:
Using nondeterministic learners to alert on coffee rust disease. Expert Syst. Appl. 38(11): 14276-14283 (2011) - [c20]Gerardo Lastra, Oscar Luaces, José Ramón Quevedo, Antonio Bahamonde:
Graphical Feature Selection for Multilabel Classification Tasks. IDA 2011: 246-257 - 2010
- [j19]Oscar Luaces, José Ramón Quevedo, Miguel Pérez-Enciso, Jorge Díez, Juan José del Coz, Antonio Bahamonde:
Explaining the Genetic Basis of Complex Quantitative Traits through Prediction Models. J. Comput. Biol. 17(12): 1711-1723 (2010) - [j18]Jorge Díez, Juan José del Coz, Antonio Bahamonde:
A semi-dependent decomposition approach to learn hierarchical classifiers. Pattern Recognit. 43(11): 3795-3804 (2010) - [c19]Oscar Luaces, Luiz Henrique A. Rodrigues, Carlos Alberto Alves Meira, José Ramón Quevedo, Antonio Bahamonde:
Viability of an Alarm Predictor for Coffee Rust Disease Using Interval Regression. IEA/AIE (2) 2010: 337-346
2000 – 2009
- 2009
- [j17]Antonio Bahamonde:
Editorial. Inteligencia Artif. 13(44): 1-2 (2009) - [j16]Oscar Luaces, Francisco Taboada, Guillermo M. Albaiceta, Luis A. Domínguez, Pedro Enríquez, Antonio Bahamonde:
Predicting the probability of survival in intensive care unit patients from a small number of variables and training examples. Artif. Intell. Medicine 45(1): 63-76 (2009) - [j15]Juan José del Coz, Jorge Díez, Antonio Bahamonde:
Learning Nondeterministic Classifiers. J. Mach. Learn. Res. 10: 2273-2293 (2009) - [c18]Antonio Bahamonde, Jaime Alonso, Juan José del Coz, Jorge Díez, José Ramón Quevedo, Oscar Luaces:
Prediction and Inheritance of Phenotypes. IWINAC (1) 2009: 275-284 - [c17]Jorge Díez, Juan José del Coz, Antonio Bahamonde, Oscar Luaces:
Soft Margin Trees. ECML/PKDD (1) 2009: 302-314 - 2008
- [j14]Jorge Díez, Juan José del Coz, Oscar Luaces, Antonio Bahamonde:
Clustering people according to their preference criteria. Expert Syst. Appl. 34(2): 1274-1284 (2008) - [c16]Jaime Alonso, Juan José del Coz, Jorge Díez, Oscar Luaces, Antonio Bahamonde:
Learning to Predict One or More Ranks in Ordinal Regression Tasks. ECML/PKDD (1) 2008: 39-54 - 2007
- [j13]José Ramón Quevedo, Antonio Bahamonde, Oscar Luaces:
A simple and efficient method for variable ranking according to their usefulness for learning. Comput. Stat. Data Anal. 52(1): 578-595 (2007) - [c15]Alejandro Hernández-Arauzo, Miguel García-Torres, Antonio Bahamonde:
Ranking Attributes Using Learning of Preferences by Means of SVM. CAEPIA 2007: 100-109 - [c14]Oscar Luaces, José Ramón Quevedo, Francisco Taboada, Guillermo M. Albaiceta, Antonio Bahamonde:
Prediction of Probability of Survival in Critically Ill Patients Optimizing the Area under the ROC Curve. IJCAI 2007: 956-961 - 2006
- [c13]Juan José del Coz, Jorge Díez, Antonio Bahamonde, Carlos Sañudo, Matilde Alfonso, Philippe Berge, Eric Dransfield, Costas Stamataris, Demetrios Zygoyiannis, Tyri Valdimarsdottir, Edi Piasentier, Geoffrey Nute, Alan Fisher:
Learning the Reasons Why Groups of Consumers Prefer Some Food Products. ICDM 2006: 297-309 - 2005
- [c12]Jorge Díez, Juan José del Coz, Carlos Sañudo, Pere Albertí, Antonio Bahamonde:
A Kernel Based Method for Discovering Market Segments in Beef Meat. PKDD 2005: 462-469 - 2004
- [c11]Jorge Díez, Gustavo F. Bayón, José Ramón Quevedo, Juan José del Coz, Oscar Luaces, Jaime Alonso, Antonio Bahamonde:
Discovering Relevancies in Very Difficult Regression Problems: Applications to Sensory Data Analysis. ECAI 2004: 993-994 - [c10]Oscar Luaces, Gustavo F. Bayón, José Ramón Quevedo, Jorge Díez, Juan José del Coz, Antonio Bahamonde:
Analyzing Sensory Data Using Non-linear Preference Learning with Feature Subset Selection. ECML 2004: 286-297 - [c9]Antonio Bahamonde, Gustavo F. Bayón, Jorge Díez, José Ramón Quevedo, Oscar Luaces, Juan José del Coz, Jaime Alonso, Félix Goyache:
Feature subset selection for learning preferences: a case study. ICML 2004 - [c8]Juan José del Coz, Gustavo F. Bayón, Jorge Díez, Oscar Luaces, Antonio Bahamonde, Carlos Sañudo:
Trait Selection for Assessing Beef Meat Quality Using Non-linear SVM. NIPS 2004: 321-328 - 2003
- [j12]José Ranilla, Oscar Luaces, Antonio Bahamonde:
A heuristic for learning decision trees and pruning them into classification rules. AI Commun. 16(2): 71-87 (2003) - [j11]Oscar Luaces, Antonio Bahamonde:
Inflating examples to obtain rules. Int. J. Intell. Syst. 18(11): 1113-1143 (2003) - [c7]José Ramón Quevedo, Elías F. Combarro, Antonio Bahamonde:
Choosing among Algorithms to Improve Accuracy. IWANN (1) 2003: 246-253 - 2002
- [j10]Antonio Bahamonde, Ramón P. Otero:
Resumen CAEPIA-TTIA-2002. Inteligencia Artif. 6(15): 6 (2002) - [j9]José Ranilla, Antonio Bahamonde:
F AN: Finding Accurate iNductions. Int. J. Hum. Comput. Stud. 56(4): 445-474 (2002) - [c6]Jorge Díez, Juan José del Coz, Oscar Luaces, Félix Goyache, Jaime Alonso, A. M. Peña, Antonio Bahamonde:
Learning to Assess from Pair-Wise Comparisons. IBERAMIA 2002: 481-490 - 2000
- [j8]F. Martin, E. Panaigua, Ana García-Serrano, R. Rizo, S. Moral, F. Toledo, Antonio Bahamonde:
Resumen de CAEPIA99 / TTIA99. Inteligencia Artif. 4(9): 2-5 (2000) - [j7]Oscar Luaces, Antonio Bahamonde:
Aprendizaje de la Similitud entre Casos con Valores Discretos y Numericos (Premio Accésit Jose Cuena). Inteligencia Artif. 4(9): 38-44 (2000) - [j6]F. López, Félix Goyache, José Ramón Quevedo, Jaime Alonso, José Ranilla, Oscar Luaces, Antonio Bahamonde, Juan José del Coz:
Un sistema inteligente para calificar morfológicamente a bovinos de la raza Asturiana de los Valles. Inteligencia Artif. 4(10): 5-17 (2000)
1990 – 1999
- 1999
- [c5]Oscar Luaces, Juan José del Coz, José Ramón Quevedo, Jaime Alonso, José Ranilla, Antonio Bahamonde:
Autonomous Clustering for Machine Learning. IWANN (1) 1999: 497-506 - [c4]Juan José del Coz, Oscar Luaces, José Ramón Quevedo, Jaime Alonso, José Ranilla, Antonio Bahamonde:
Self-Organizing Cases to Find Paradigms. IWANN (1) 1999: 527-536 - 1998
- [c3]Oscar Luaces, Jaime Alonso, Enrique A. de la Cal, José Ranilla, Antonio Bahamonde:
Machine Learning Usefulness Relies on Accuracy and Self-Maintenance. IEA/AIE (Vol. 2) 1998: 448-457 - 1997
- [j5]José Ranilla, Ricardo Mones, Antonio Bahamonde:
El Nivel de Impureza de una regla de clasificación aprendida a partir de ejemplos. Inteligencia Artif. 1(4): 4-11 (1997) - [c2]Antonio Bahamonde, Enrique A. de la Cal, José Ranilla, Jaime Alonso:
Self-Organizing Symbolic Learned Rules. IWANN 1997: 536-545 - [c1]Pedro Hernández-Arauzo, Secundino López-García, Antonio Bahamonde:
Artificial Neural Networks for the Computation of Traffic Queues. IWANN 1997: 1288-1297 - 1995
- [j4]Francisco Botana, Antonio Bahamonde:
SHAPE: a machine learning system from examples. Int. J. Hum. Comput. Stud. 42(2): 137-155 (1995) - [j3]Camino R. Vela, Antonio Bahamonde:
The Best Nondeterministic Representations of Finite Orderings. J. Comput. Syst. Sci. 51(3): 486-494 (1995) - 1992
- [j2]Camino R. Vela, Antonio Bahamonde:
An algorithm to minimize representations of finite order relations. Int. J. Comput. Math. 41(3-4): 139-150 (1992)
1980 – 1989
- 1985
- [j1]Antonio Bahamonde:
Cost Functors and Optimal Realization. J. Comput. Syst. Sci. 30(3): 274-290 (1985)
Coauthor Index
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