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Juan A. Recio-García

Juan Antonio Recio-García

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2025
[j29]
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Sergio Mauricio Martínez Monterrubio, Juan Frausto Solís, Juan Antonio Recio-García:
THREATMOSAIC: collection, curation and enrichment of indicators of compromise (IOCs). Int. J. Comb. Optim. Probl. Informatics 16(3): 441-457 (2025)
[j28]
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Sergio Mauricio Martínez Monterrubio, Juan Frausto Solís, Juan Antonio Recio-García, Josmell Antonio Chavarri Velasquez:
New ESVIT Software for IT Security Policy Verification in Production Systems. Int. J. Comb. Optim. Probl. Informatics 16(3): 540-562 (2025)
[j27]
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Rasikh Tariq, Juan A. Recio-García, Armando J. Cetina-Quiñones, Mauricio Gabriel Orozco-del-Castillo, Ali Bassam:
Explainable artificial intelligence twin for metaheuristic optimization: Double-skin facade with energy storage in buildings. J. Comput. Des. Eng. 12(3): 16-35 (2025)
2024
[j26]
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Humberto Parejas-Llanovarced, Marta Caro-Martínez, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García:
Case-based selection of explanation methods for neural network image classifiers. Knowl. Based Syst. 288: 111469 (2024)
[j25]
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Marta Caro-Martínez, Juan A. Recio-García, Belén Díaz-Agudo, Jesus M. Darias, Nirmalie Wiratunga, Kyle Martin, Anjana Wijekoon, Ikechukwu Nkisi-Orji, David Corsar, Preeja Pradeep, Derek G. Bridge, Anne Liret:
iSee: A case-based reasoning platform for the design of explanation experiences. Knowl. Based Syst. 302: 112305 (2024)
[j24]
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Eugenia Kuchumova, Sergio Mauricio Martínez Monterrubio, Juan A. Recio-García:
STEG-XAI: explainable steganalysis in images using neural networks. Multim. Tools Appl. 83(17): 50601-50618 (2024)
2023
[j23]
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Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García:
Local Model-Agnostic Explanations for Black-box Recommender Systems Using Interaction Graphs and Link Prediction Techniques. Int. J. Interact. Multim. Artif. Intell. 8(2): 202 (2023)
[j22]
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Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García:
A graph-based approach for minimising the knowledge requirement of explainable recommender systems. Knowl. Inf. Syst. 65(10): 4379-4409 (2023)
[j21]
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Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García:
iSeeE3 - The Explanation Experiences Editor. SoftwareX 21: 101311 (2023)
[j20]
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Christian E. Sosa-Espadas, Mauricio Gabriel Orozco-del-Castillo, Nora L. Cuevas-Cuevas, Juan A. Recio-García:
IREX: Iterative Refinement and Explanation of classification models for tabular datasets. SoftwareX 23: 101420 (2023)
[j19]
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Juan A. Recio-García, Belén Díaz-Agudo, Arturo Acuaviva:
Becalm: Intelligent Monitoring of Respiratory Patients. IEEE J. Biomed. Health Informatics 27(8): 3806-3817 (2023)
2021
[j18]
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Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García:
Conceptual Modeling of Explainable Recommender Systems: An Ontological Formalization to Guide Their Design and Development. J. Artif. Intell. Res. 71: 557-589 (2021)
[j17]
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Juan A. Recio-García, Belén Díaz-Agudo, Alireza Kazemi, Jose Luis Jorro-Aragoneses:
A data-driven predictive system using Case-Based Reasoning for the configuration of device-assisted back pain therapy. J. Exp. Theor. Artif. Intell. 33(4): 617-635 (2021)
2020
[j16]
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Jose Luis Jorro-Aragoneses, Belén Díaz-Agudo, Juan A. Recio-García, Guillermo Jiménez-Díaz:
RecoLibry Suite: a set of intelligent tools for the development of recommender systems. Autom. Softw. Eng. 27(1): 63-89 (2020)
2019
[j15]
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Javier Arroyo, Francesco Corea, Guillermo Jiménez-Díaz, Juan A. Recio-García:
Assessment of Machine Learning Performance for Decision Support in Venture Capital Investments. IEEE Access 7: 124233-124243 (2019)
[j14]
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Gabriel R. Vásquez-Morales, Sergio Mauricio Martínez Monterrubio, Pablo Moreno-Ger, Juan A. Recio-García:
Explainable Prediction of Chronic Renal Disease in the Colombian Population Using Neural Networks and Case-Based Reasoning. IEEE Access 7: 152900-152910 (2019)
[j13]
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Jose L. Jorro-Aragoneses, Juan A. Recio-García, Belén Díaz-Agudo, Guillermo Jiménez-Díaz:
RecoLibry-core: A component-based framework for building recommender systems. Knowl. Based Syst. 182 (2019)
2017
[j12]
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Lara Quijano Sánchez, Christian Sauer, Juan A. Recio-García, Belén Díaz-Agudo:
Make it personal: A social explanation system applied to group recommendations. Expert Syst. Appl. 76: 36-48 (2017)
2014
[j11]
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Lara Quijano Sánchez, Juan Antonio Recio-García, Belén Díaz-Agudo:
An architecture and functional description to integrate social behaviour knowledge into group recommender systems. Appl. Intell. 40(4): 732-748 (2014)
[j10]
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Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo:
A Reusable Methodology for the Instantiation of Social Recommender Systems. Int. J. Artif. Intell. Tools 23(6) (2014)
[j9]
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Mirjam Minor, Stefania Montani, Juan A. Recio-García:
Process-oriented case-based reasoning. Inf. Syst. 40: 103-105 (2014)
[j8]
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Juan A. Recio-García, Pedro A. González-Calero, Belén Díaz-Agudo:
Template-Based Design in COLIBRI Studio. Inf. Syst. 40: 168-178 (2014)
[j7]
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Lara Quijano Sánchez, Belén Díaz-Agudo, Juan A. Recio-García:
Development of a group recommender application in a Social Network. Knowl. Based Syst. 71: 72-85 (2014)
[j6]
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Juan A. Recio-García, Pedro A. González-Calero, Belén Díaz-Agudo:
jcolibri2: A framework for building Case-based reasoning systems. Sci. Comput. Program. 79: 126-145 (2014)
2013
[j5]
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Juan A. Recio-García, Lara Quijano Sánchez, Belén Díaz-Agudo:
Including social factors in an argumentative model for Group Decision Support Systems. Decis. Support Syst. 56: 48-55 (2013)
[j4]
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Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo, Guillermo Jiménez-Díaz:
Social factors in group recommender systems. ACM Trans. Intell. Syst. Technol. 4(1): 8:1-8:30 (2013)
2010
[j3]
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Juan A. Recio-García, Belén Díaz-Agudo, Sergio González-Sanz, Lara Quijano Sánchez:
Distributed Deliberative Recommender Systems. Trans. Comput. Collect. Intell. 1: 121-142 (2010)
2009
[j2]
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Juan A. Recio-García, Belén Díaz-Agudo, Pedro A. González-Calero:
Semantic templates for case-based reasoning systems. Knowl. Eng. Rev. 24(3): 245-264 (2009)
2007
[j1]
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Belén Díaz-Agudo, Pedro A. González-Calero, Juan A. Recio-García, Antonio A. Sánchez-Ruiz-Granados:
Building CBR systems with jcolibri. Sci. Comput. Program. 69(1-3): 68-75 (2007)

Conference and Workshop Papers

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2025
[c66]
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Mario González-Monge, Belén Díaz-Agudo, Juan A. Recio-García:
Explaining Translational Embedding Models in Recommender Systems Using Knowledge Graphs and Language Models. ICCBR 2025: 81-95
[c65]
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  - conf/iccbr/Vindel-Alfageme25
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Jorge Vindel-Alfageme, Juan Antonio Recio-García, Maria Belén Díaz-Agudo:
Auditing of AI Systems through Explainability (Short Paper). ICCBR Workshops 2025: 116-120
[c64]
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Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García:
Evaluating Objective Metrics for Time Series Model Explainability. ICCBR 2025: 189-203
2024
[c63]
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  - conf/iccbr/Cumi-GuzmanEOR24
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Brian A. Cumi-Guzman, Alejandro D. Espinosa-Chim, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García:
Counterfactual Explanation of a Classification Model for Detecting SQL Injection Attacks. ICCBR Workshops 2024: 49-64
[c62]
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  - conf/iccbr/Queipo-de-Llano24
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Enrique Queipo-de-Llano, Marius Ciurcau, Alejandro Paz-Olalla, Belén Díaz-Agudo, Juan A. Recio-García:
Explainable Classification System for Hip Fractures: A Hybrid CBR+LLM Surrogate Approach. ICCBR Workshops 2024: 65-80
[c61]
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Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García:
Use Case-Specific Reuse of XAI Strategies: Design and Analysis Through an Evaluation Metrics Library. ICCBR 2024: 81-95
[c60]
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Jesus M. Darias, Betül Bayrak, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García:
An Empirical Analysis of User Preferences Regarding XAI Metrics. ICCBR 2024: 96-110
[c59]
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Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García, Esperanza C. Orozco-del-Castillo:
Item-Specific Similarity Assessments for Explainable Depression Screening. ICCBR 2024: 430-444
[c58]
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Marta Caro-Martínez, Jose L. Jorro-Aragoneses, Belén Díaz-Agudo, Juan A. Recio-García:
Graph-Based Interface for Explanations by Examples in Recommender Systems: A User Study. xAI (2) 2024: 28-41
[c57]
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Marta Caro-Martínez, Anne Liret, Belén Díaz-Agudo, Juan A. Recio-García, Jesus M. Darias, Nirmalie Wiratunga, Anjana Wijekoon, Kyle Martin, Ikechukwu Nkisi-Orji, David Corsar, Chamath Palihawadana, Craig Pirie, Derek G. Bridge, Preeja Pradeep, Bruno Fleisch:
Building Personalised XAI Experiences Through iSee: a Case-Based Reasoning-Driven Platform. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 313-320
2023
[c56]
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Marta Caro-Martínez, Anjana Wijekoon, Belén Díaz-Agudo, Juan A. Recio-García:
The Current and Future Role of Visual Question Answering in eXplainable Artificial Intelligence. ICCBR Workshops 2023: 172-183
[c55]
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Humberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez, Juan A. Recio-García:
Selecting Explanation Methods for Intelligent IoT Systems: A Case-Based Reasoning Approach. ICCBR 2023: 185-199
[c54]
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Juan A. Recio-García, Mauricio Gabriel Orozco-del-Castillo, Jose A. Soladrero:
Case-Based Explanation of Classification Models for the Detection of SQL Injection Attacks. ICCBR Workshops 2023: 200-215
[c53]
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Moisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Belén Díaz-Agudo, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García:
CBR-fox: A Case-Based Explanation Method for Time Series Forecasting Models. ICCBR 2023: 200-214
2022
[c52]
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Jesus M. Darias, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García:
Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods. ICCBR 2022: 3-17
[c51]
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  - conf/iccbr/Brito-BorgesOR22
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Esteban E. Brito-Borges, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García:
Unsupervised clustering applied to the optimization of a Case-based Reasoning system for the selection of optimal image explanation methods. ICCBR Workshops 2022: 105-116
[c50]
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Marta Caro-Martínez, Anjana Wijekoon, Juan A. Recio-García, David Corsar, Ikechukwu Nkisi-Orji:
Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology. ICCBR Workshops 2022: 117-128
[c49]
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  - conf/iccbr/MartinWWPNCDRC022
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Kyle Martin, Anjana Wijekoon, Nirmalie Wiratunga, Chamath Palihawadana, Ikechukwu Nkisi-Orji, David Corsar, Belén Díaz-Agudo, Juan A. Recio-García, Marta Caro-Martínez, Derek Bridge, Preeja Pradeep, Anne Liret, Bruno Fleisch:
iSee: Intelligent Sharing of Explanation Experiences. ICCBR Workshops 2022: 231-232
2021
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Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García:
A Systematic Review on Model-agnostic XAI Libraries. ICCBR Workshops 2021: 28-39
[c47]
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Juan A. Recio-García, Humberto Parejas-Llanovarced, Mauricio Gabriel Orozco-del-Castillo, Esteban E. Brito-Borges:
A Case-Based Approach for the Selection of Explanation Algorithms in Image Classification. ICCBR 2021: 186-200
2020
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Ikechukwu Nkisi-Orji, Nirmalie Wiratunga, Chamath Palihawadana, Juan A. Recio-García, David Corsar:
Clood CBR: Towards Microservices Oriented Case-Based Reasoning. ICCBR 2020: 129-143
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Juan A. Recio-García, Belén Díaz-Agudo, Victor Pino-Castilla:
CBR-LIME: A Case-Based Reasoning Approach to Provide Specific Local Interpretable Model-Agnostic Explanations. ICCBR 2020: 179-194
[c44]
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Jose Luis Jorro-Aragoneses, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García:
A User-Centric Evaluation to Generate Case-Based Explanations Using Formal Concept Analysis. ICCBR 2020: 195-210
2019
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Marta Caro-Martínez, Juan A. Recio-García, Guillermo Jiménez-Díaz:
An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs. ICCBR 2019: 17-32
[c42]
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Belén Díaz-Agudo, Marta Caro-Martínez, Juan A. Recio-García, Jose Luis Jorro-Aragoneses, Guillermo Jiménez-Díaz:
Explanation of Recommenders Using Formal Concept Analysis. ICCBR 2019: 33-48
[c41]
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Belén Díaz-Agudo, Juan A. Recio-García, Ian Watson:
Workshop preface. ICCBR Workshops 2019: 118-120
[c40]
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Juan A. Recio-García, Belén Díaz-Agudo, Jose L. Jorro-Aragoneses, Marta Caro-Martínez:
SAFEWAY: An explainable context-aware recommender system for safe routes. ICCBR Workshops 2019: 121-132
[c39]
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Juan A. Recio-García, Guillermo Jiménez-Díaz:
A Novel Interface for the Explanation of Group Recommendations using Augmented Reality. ICCBR Workshops 2019: 133-142
[c38]
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Jose L. Jorro-Aragoneses, Marta Caro-Martínez, Juan Antonio Recio-García, Belén Díaz-Agudo, Guillermo Jiménez-Díaz:
Personalized Case-Based Explanation of Matrix Factorization Recommendations. ICCBR 2019: 140-154
2018
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Jose Luis Jorro-Aragoneses, Guillermo Jiménez-Díaz, Juan Antonio Recio-García, Belén Díaz-Agudo:
Case Base Elicitation for a Context-Aware Recommender System. ICCBR 2018: 170-185
[c36]
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Belén Díaz-Agudo, Guillermo Jiménez-Díaz, Juan A. Recio-García:
SocialFan: Integrating Social Networks Into Recommender Systems. ICTAI 2018: 171-176
2017
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Gharbi Alshammari, Jose L. Jorro-Aragoneses, Stelios Kapetanakis, Miltos Petridis, Juan A. Recio-García, Belén Díaz-Agudo:
A Hybrid CBR Approach for the Long Tail Problem in Recommender Systems. ICCBR 2017: 35-45
[c34]
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Gineth Magaly Cerón-Rios, Diego Mauricio Lopez Gutierrez, Belén Díaz-Agudo, Juan A. Recio-García:
Recommendation System based on CBR algorithm for the Promotion of Healthier Habits. ICCBR (Workshops) 2017: 167-176
[c33]
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Juan A. Recio-García, Belén Díaz-Agudo, Jose Luis Jorro-Aragoneses, Alireza Kazemi:
Intelligent Control System for Back Pain Therapy. ICCBR 2017: 287-301
[c32]
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Jose Luis Jorro-Aragoneses, Maria Belén Díaz-Agudo, Juan Antonio Recio-García:
Madrid Live: A Context-Aware Recommender System of Leisure Plans. ICTAI 2017: 796-801
[c31]
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Jose Luis Jorro-Aragoneses, Gineth Magaly Cerón-Rios, Maria Belén Díaz-Agudo, Juan A. Recio-García, Diego Mauricio Lopez Gutierrez:
RecOnto: An Ontology to Model Recommender Systems and its Components. ICTAI 2017: 815-821
2015
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Jose L. Jorro-Aragoneses, Belén Díaz-Agudo, Juan A. Recio-García:
Addressing the Cold-Start Problem in Facial Expression Recognition. ICCBR 2015: 197-211
[c29]
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Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo:
Modelling Hierarchical Relationships in Group Recommender Systems. ICCBR 2015: 320-335
2014
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Paloma Lopez-de-Arenosa, Belén Díaz-Agudo, Juan A. Recio-García:
CBR Tagging of Emotions from Facial Expressions. ICCBR 2014: 245-259
2013
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Juan A. Recio-García, Belén Díaz-Agudo, Pedro A. González-Calero:
The COLIBRI Open Platform for the Reproducibility of CBR Applications. ICCBR 2013: 255-269
[c26]
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Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo:
A Reusable Methodology for the Instantiation of Social Recommender Systems. ICTAI 2013: 775-782
[c25]
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Lara Quijano Sánchez, Derek G. Bridge, Belén Díaz-Agudo, Juan Antonio Recio-García:
A Case-Based Solution to the Cold-Start Problem in Group Recommenders. IJCAI 2013: 3042-3046
2012
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Lara Quijano Sánchez, Derek G. Bridge, Belén Díaz-Agudo, Juan A. Recio-García:
Case-Based Aggregation of Preferences for Group Recommenders. ICCBR 2012: 327-341
[c23]
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Lara Quijano Sánchez, Derek G. Bridge, Belén Díaz-Agudo, Juan A. Recio-García:
A Case-Based Solution to the Cold-Start Problem in Group Recommenders. ICCBR 2012: 342-356
2011
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Juan A. Recio-García, Luc Lamontagne:
Special Track on Case-Based Reasoning. FLAIRS 2011
[c21]
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Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo, Guillermo Jiménez-Díaz:
Happy Movie: A Group Recommender Application in Facebook. FLAIRS 2011
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Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo:
User Satisfaction in Long Term Group Recommendations. ICCBR 2011: 211-225
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Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo:
Using Personality to Create Alliances in Group Recommender Systems. ICCBR 2011: 226-240
[c18]
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Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo:
HappyMovie: A Facebook Application for Recommending Movies to Groups. ICTAI 2011: 239-244
2010
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Ibrahim Adeyanju, Nirmalie Wiratunga, Juan A. Recio-García, Robert Lothian:
Learning to Author Text with textual CBR. ECAI 2010: 777-782
[c16]
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Juan A. Recio-García, Miguel A. Casado-Hernández, Belén Díaz-Agudo:
Extending CBR with Multiple Knowledge Sources from Web. ICCBR 2010: 287-301
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Juan A. Recio-García, Nirmalie Wiratunga:
Taxonomic Semantic Indexing for Textual Case-Based Reasoning. ICCBR 2010: 302-316
[c14]
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Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo:
Personality and Social Trust in Group Recommendations. ICTAI (2) 2010: 121-126
2009
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Albert Fornells, Juan A. Recio-García, Belén Díaz-Agudo, Elisabet Golobardes, Eduard Fornells:
Integration of a Methodology for Cluster-Based Retrieval in jColibri. ICCBR 2009: 418-433
[c12]
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Sergio González-Sanz, Juan A. Recio-García, Belén Díaz-Agudo:
d²isco: Distributed Deliberative CBR Systems with jCOLIBRI. ICCCI 2009: 321-332
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Juan A. Recio-García, Belén Díaz-Agudo, Pedro A. González-Calero:
Boosting the Performance of CBR Applications with jCOLIBRI. ICTAI 2009: 276-283
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Juan A. Recio-García, Guillermo Jiménez-Díaz, Antonio A. Sánchez-Ruiz-Granados, Belén Díaz-Agudo:
Personality aware recommendations to groups. RecSys 2009: 325-328
2008
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Belén Díaz-Agudo, Enric Plaza, Juan A. Recio-García, Josep Lluís Arcos:
Noticeably New: Case Reuse in Originality-Driven Tasks. ECCBR 2008: 165-179
[c8]
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Juan A. Recio-García, Derek G. Bridge, Belén Díaz-Agudo, Pedro A. González-Calero:
CBR for CBR: A Case-Based Template Recommender System for Building Case-Based Systems. ECCBR 2008: 459-473
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Belén Díaz-Agudo, Guillermo Jiménez-Díaz, Juan A. Recio-García:
How to teach semantic web?: a project-based approach. ITiCSE 2008: 98-102
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Juan A. Recio-García, Belén Díaz-Agudo, Pedro A. González-Calero:
Prototyping recommender systems in jcolibri. RecSys 2008: 243-250
2007
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Belén Díaz-Agudo, Juan A. Recio-García, Pedro A. González-Calero:
Natural Language Queries in CBR Systems. ICTAI (2) 2007: 468-472
2006
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Juan A. Recio-García, Marco Antonio Gómez-Martín, Belén Díaz-Agudo, Pedro A. González-Calero:
Improving Annotation in the Semantic Web and Case Authoring in Textual CBR. ECCBR 2006: 226-240
[c3]
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Juan A. Recio-García, Belén Díaz-Agudo:
Ontology based CBR with jCOLIBRI. SGAI Conf. (Applications) 2006: 149-162
2005
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Juan A. Recio-García, Belén Díaz-Agudo, Marco Antonio Gómez-Martín, Nirmalie Wiratunga:
Extending jCOLIBRI for Textual CBR. ICCBR 2005: 421-435
[c1]
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Juan A. Recio-García, Belén Díaz-Agudo, Pedro A. González-Calero:
A Distributed CBR Framework through Semantic Web Services. SGAI Conf. 2005: 88-101

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2024
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Juan A. Recio-García, Mauricio Gabriel Orozco-del-Castillo, Derek Bridge:
Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings. Lecture Notes in Computer Science 14775, Springer 2024, ISBN 978-3-031-63645-5 [contents]

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2023
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Humberto Parejas-Llanovarced, Jesus M. Darias, Marta Caro-Martínez, Juan A. Recio-García:
A case base of eXplainable Artificial Intelligence of the Things (XAIoT) systems. IEEE DataPort, 2023
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Moisés Fernando Valdez-Ávila, Carlos Bermejo-Sabbagh, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García:
Weather Forecasting Time-Series Dataset. IEEE DataPort, 2023
2022
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Juan Antonio Recio-García:
Synthetic dataset respiratory series COVID-19 patients. IEEE DataPort, 2022

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