Learning combined similarity measures from user data for image retrieval. - Miguel Arevalillo-Herráez; Francesc J. Ferri; Juan Domingo 001 (ICPR, 2008)

Combining similarity measures in content-based image retrieval. - Miguel Arevalillo-Herráez; Juan Domingo 001; Francesc J. Ferri (Pattern Recognit. Lett., 2008)

A relevance feedback CBIR algorithm based on fuzzy sets. - Miguel Arevalillo-Herráez; Mario Zacarés; Xaro Benavent; Esther de Ves (Signal Process. Image Commun., 2008)

Data Analysis as a Tool for Optimizing Learning Management Systems. - Paloma Moreno-Clari; Miguel Arevalillo-Herráez; Vicente Cerverón-Lleó (ICALT, 2009)

An interactive evolutionary approach for content based image retrieval. - Francesc J. Ferri; Miguel Arevalillo-Herráez; Salvador Moreno-Picot (SMC, 2009)

A generalized finite difference method using Coatmèlec lattices. - Miguel A. García-March; Miguel Arevalillo-Herráez; Francisco R. Villatoro; Fernando Giménez; Pedro Fernández de Córdoba (Comput. Phys. Commun., 2009)

Metodología para la Mejora Continua de Sistemas de Gestión del Aprendizaje (LMS). - Paloma Moreno-Clari; Miguel Arevalillo-Herráez; Vicente Cerverón-Lleó (Rev. Iberoam. de Tecnol. del Aprendiz., 2009)

Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates. - Miguel Arevalillo-Herráez; Francesc J. Ferri (SSPR/SPR, 2010)

A group-theory method to find stationary states in nonlinear discrete symmetry systems. - Mario Zacarés; Miguel Arevalillo-Herráez; S. Abraham (Comput. Phys. Commun., 2010)

A reconfigurable platform for evaluating the performance of QoS networks. - José M. Claver; P. Agustí; Miguel Arevalillo-Herráez; Germán León; Manel Canseco (J. Syst. Archit., 2010)

A naive relevance feedback model for content-based image retrieval using multiple similarity measures. - Miguel Arevalillo-Herráez; Francesc J. Ferri; Juan Domingo 001 (Pattern Recognit., 2010)

A linear cost algorithm to compute the discrete gabor transform. - Salvador Moreno-Picot; Miguel Arevalillo-Herráez; Wladimiro Díaz Villanueva (IEEE Trans. Signal Process., 2010)

Serious Games for Health and Safety Training. - Rafael J. Martínez-Durá; Miguel Arevalillo-Herráez; Ignacio García-Fernández; Miguel Ángel Gamón-Giménez; Ángel Rodríguez-Cerro (Serious Games and Edutainment Applications, 2011)

Distance-based relevance feedback using a hybrid interactive genetic algorithm for image retrieval. - Miguel Arevalillo-Herráez; Francesc J. Ferri; Salvador Moreno-Picot (Appl. Soft Comput., 2011)

Arquitectura para Utilizar Robots AIBO en la Enseñanza de la Inteligencia Artificial. - Miguel Arevalillo-Herráez; Salvador Moreno-Picot; Vicente Cavero Millán (Rev. Iberoam. de Tecnol. del Aprendiz., 2011)

Metodología Docente Orientada a la Mejora de la Motivación y Rendimiento Académico Basada en el Desarrollo de Competencias Transversales. - Francisco Grimaldo Moreno; Miguel Arevalillo-Herráez (Rev. Iberoam. de Tecnol. del Aprendiz., 2011)

Domain Specific Knowledge Representation for an Intelligent Tutoring System to Teach Algebraic Reasoning. - Miguel Arevalillo-Herráez; David Arnau; José Antonio González-Calero; Aladdin Ayesh (ITS, 2012)

Conquer the Net: An educational computer game to learn the basic configuration of networking components. - Miguel Arevalillo-Herráez; Raúl Morán-Gómez; José M. Claver (Comput. Appl. Eng. Educ., 2012)

A Hypergraph Based Framework for Intelligent Tutoring of Algebraic Reasoning. - Miguel Arevalillo-Herráez; David Arnau (AIED, 2013)

A NSGA Based Approach for Content Based Image Retrieval. - Salvador Moreno-Picot; Francesc J. Ferri; Miguel Arevalillo-Herráez (CIARP (1), 2013)

Eigenexpressions: Emotion Recognition Using Multiple Eigenspaces. - Luis Marco-Giménez; Miguel Arevalillo-Herráez; Cristina Cuhna-Pérez (IbPRIA, 2013)

Comparative Evaluation of Batch and Online Distance Metric Learning Approaches Based on Margin Maximization. - Adrian Perez-Suay; Francesc J. Ferri; Miguel Arevalillo-Herráez; Jesús V. Albert (SMC, 2013)

Towards Enriching an ITS with Affective Support. - Miguel Arevalillo-Herráez; Salvador Moreno-Picot; David Arnau; Paloma Moreno-Clari; Jesus Boticario; Olga C. Santos; Raúl Cabestrero; Pilar Quirós; Sergio Salmeron-Majadas; Angeles Manjarrés Riesco; Mar Saneiro (UMAP Workshops, 2013)

A hybrid multi-objective optimization algorithm for content based image retrieval. - Miguel Arevalillo-Herráez; Francesc J. Ferri; Salvador Moreno-Picot (Appl. Soft Comput., 2013)

Fundamentals of the design and the operation of an intelligent tutoring system for the learning of the arithmetical and algebraic way of solving word problems. - David Arnau; Miguel Arevalillo-Herráez; Luis Puig; José Antonio González-Calero (Comput. Educ., 2013)

An improved distance-based relevance feedback strategy for image retrieval. - Miguel Arevalillo-Herráez; Francesc J. Ferri (Image Vis. Comput., 2013)

Domain-specific knowledge representation and inference engine for an intelligent tutoring system. - Miguel Arevalillo-Herráez; David Arnau; Luis Marco-Giménez (Knowl. Based Syst., 2013)

Passive-aggressive online distance metric learning and extensions. - Adrián Pérez-Suay; Francesc J. Ferri; Miguel Arevalillo-Herráez (Prog. Artif. Intell., 2013)

Cognitive reasoning and inferences through psychologically based personalised modelling of emotions using associative classifiers. - Aladdin Ayesh; Miguel Arevalillo-Herráez; Francesc J. Ferri (ICCI*CC, 2014)

Comparing feature-based and distance-based representations for classification similarity learning. - Emilia López-Iñesta; Francisco Grimaldo 001; Miguel Arevalillo-Herráez (CCIA, 2014)

Classification-based multimodality fusion approach for similarity ranking. - Emilia López-Iñesta; Miguel Arevalillo-Herráez; Francisco Grimaldo 001 (FUSION, 2014)

About Combining Metric Learning and Prototype Generation. - Adrián Pérez-Suay; Francesc J. Ferri; Miguel Arevalillo-Herráez; Jesús V. Albert (S+SSPR, 2014)

Providing Personalized Guidance in Arithmetic Problem Solving. - Miguel Arevalillo-Herráez; David Arnau; Luis Marco-Giménez; José Antonio González-Calero; Salvador Moreno-Picot; Paloma Moreno-Clari; Aladdin Ayesh; Olga C. Santos; Jesus Boticario; Mar Saneiro; Sergio Salmeron-Majadas; Raúl Cabestrero; et al. (UMAP Workshops, 2014)

Emulating Human Supervision in an Intelligent Tutoring System for Arithmetical Problem Solving. - David Arnau; Miguel Arevalillo-Herráez; José Antonio González-Calero (IEEE Trans. Learn. Technol., 2014)

Filtering of Spontaneous and Low Intensity Emotions in Educational Contexts. - Sergio Salmeron-Majadas; Miguel Arevalillo-Herráez; Olga C. Santos; Mar Saneiro; Raúl Cabestrero; Pilar Quirós; David Arnau; Jesus Boticario (AIED, 2015)

Boosting Classification Based Similarity Learning by using Standard Distances. - Emilia López-Iñesta; Miguel Arevalillo-Herráez; Francisco Grimaldo 001 (CCIA, 2015)

Classification Similarity Learning Using Feature-Based and Distance-Based Representations: A Comparative Study. - Emilia López-Iñesta; Francisco Grimaldo 001; Miguel Arevalillo-Herráez (Appl. Artif. Intell., 2015)

Intensive scaffolding in an intelligent tutoring system for the learning of algebraic word problem solving. - José Antonio González-Calero; David Arnau; Luis Puig; Miguel Arevalillo-Herráez (Br. J. Educ. Technol., 2015)

Improving distance based image retrieval using non-dominated sorting genetic algorithm. - Miguel Arevalillo-Herráez; Francesc J. Ferri; Salvador Moreno-Picot (Pattern Recognit. Lett., 2015)

Affective and Behavioral Assessment for Adaptive Intelligent Tutoring Systems. - Luis Marco-Giménez; Miguel Arevalillo-Herráez; Francesc J. Ferri; Salvador Moreno-Picot; Jesus Boticario; Olga C. Santos; Sergio Salmeron-Majadas; Mar Saneiro; Raul Uria-Rivas; David Arnau; José Antonio González-Calero; Aladdin Ayesh; et al. (UMAP (Extended Proceedings), 2016)

Towards Psychologically based Personalised Modelling of Emotions Using Associative Classifiers. - Aladdin Ayesh; Miguel Arevalillo-Herráez; Francesc J. Ferri (Int. J. Cogn. Informatics Nat. Intell., 2016)

A Robust and Simple Measure for Quality-Guided 2D Phase Unwrapping Algorithms. - Miguel Arevalillo-Herráez; Francisco R. Villatoro; Munther A. Gdeisat (IEEE Trans. Image Process., 2016)

Class discovery from semi-structured EEG data for affective computing and personalisation. - Aladdin Ayesh; Miguel Arevalillo-Herráez; Pablo Arnau-González (IEEE ICCI*CC, 2017)

ES1D: A Deep Network for EEG-Based Subject Identification. - Pablo Arnau-González; Stamos Katsigiannis; Naeem Ramzan; Debbie Tolson; Miguel Arevalillo-Herráez (BIBE, 2017)

Gui-driven intelligent tutoring system with affective support to help learning the algebraic method. - Miguel Arevalillo-Herráez; David Arnau; Francesc J. Ferri; Olga C. Santos (SMC, 2017)

Predicting human performance in interactive tasks by using dynamic models. - María T. Sanz; David Arnau; José Antonio González-Calero; Francesc J. Ferri; Miguel Arevalillo-Herráez (SMC, 2017)

Combining Supervised and Unsupervised Learning to Discover Emotional Classes. - Miguel Arevalillo-Herráez; Aladdin Ayesh; Olga C. Santos; Pablo Arnau-González (UMAP, 2017)

BIG-AFF: Exploring Low Cost and Low Intrusive Infrastructures for Affective Computing in Secondary Schools. - Jesus Boticario; Olga C. Santos; Raúl Cabestrero; Pilar Quirós; Sergio Salmeron-Majadas; Raul Uria-Rivas; Mar Saneiro; Miguel Arevalillo-Herráez; Francesc J. Ferri (UMAP (Adjunct Publication), 2017)

Using System Dynamics to Model Student Performance in an Intelligent Tutoring System. - María T. Sanz; David Arnau; José Antonio González-Calero; Miguel Arevalillo-Herráez (UMAP, 2017)

Fusing highly dimensional energy and connectivity features to identify affective states from EEG signals. - Pablo Arnau-González; Miguel Arevalillo-Herráez; Naeem Ramzan (Neurocomputing, 2017)

Learning Similarity Scores by Using a Family of Distance Functions in Multiple Feature Spaces. - Emilia López-Iñesta; Francisco Grimaldo 001; Miguel Arevalillo-Herráez (Int. J. Pattern Recognit. Artif. Intell., 2017)

Adding sensor-free intention-based affective support to an Intelligent Tutoring System. - Miguel Arevalillo-Herráez; Luis Marco-Giménez; David Arnau; José Antonio González-Calero (Knowl. Based Syst., 2017)

Combining feature extraction and expansion to improve classification based similarity learning. - Emilia López-Iñesta; Francisco Grimaldo 001; Miguel Arevalillo-Herráez (Pattern Recognit. Lett., 2017)

Steered Response Power Localization of Acoustic Passband Signals. - Maximo Cobos; Miguel García-Pineda; Miguel Arevalillo-Herráez (IEEE Signal Process. Lett., 2017)

A Robust Wrap Reduction Algorithm for Fringe Projection Profilometry and Applications in Magnetic Resonance Imaging. - Miguel Arevalillo-Herráez; Maximo Cobos; Miguel García-Pineda (IEEE Trans. Image Process., 2017)

Some insights into the impact of affective information when delivering feedback to students. - Raúl Cabestrero; Pilar Quirós; Olga C. Santos; Sergio Salmeron-Majadas; Raul Uria-Rivas; Jesús González-Boticario; David Arnau; Miguel Arevalillo-Herráez; Francesc J. Ferri (Behav. Inf. Technol., 2018)

On Incorporating Affective Support to an Intelligent Tutoring System: an Empirical Study. - Cristina Cunha-Pérez; Miguel Arevalillo-Herráez; Luis Marco-Giménez; David Arnau (Rev. Iberoam. de Tecnol. del Aprendiz., 2018)

SOM-Based Class Discovery for Emotion Detection Based on DEAP Dataset. - Aladdin Ayesh; Miguel Arevalillo-Herráez; Pablo Arnau-González (Int. J. Softw. Sci. Comput. Intell., 2018)

Efficient Analysis and Synthesis Using a New Factorization of the Gabor Frame Matrix. - Salvador Moreno-Picot; Francesc J. Ferri; Miguel Arevalillo-Herráez; Wladimiro Díaz Villanueva (IEEE Trans. Signal Process., 2018)

Image-Evoked Affect and its Impact on Eeg-Based Biometrics. - Pablo Arnau-González; Stamos Katsigiannis; Miguel Arevalillo-Herráez; Naeem Ramzan (ICIP, 2019)

Combining Inter-Subject Modeling with a Subject-Based Data Transformation to Improve Affect Recognition from EEG Signals. - Miguel Arevalillo-Herráez; Maximo Cobos; Sandra Roger 002; Miguel García-Pineda (Sensors, 2019)

Scalable Virtual Network Video-Optimizer for Adaptive Real-Time Video Transmission in 5G Networks. - Pablo Salva-Garcia; José M. Alcaraz-Calero; Qi Wang 001; Miguel Arevalillo-Herráez; Jorge Bernal Bernabé (IEEE Trans. Netw. Serv. Manag., 2020)

Single-channel EEG-based subject identification using visual stimuli. - Stamos Katsigiannis; Pablo Arnau-González; Miguel Arevalillo-Herráez; Naeem Ramzan (BHI, 2021)

BED: A New Data Set for EEG-Based Biometrics. - Pablo Arnau-González; Stamos Katsigiannis; Miguel Arevalillo-Herráez; Naeem Ramzan (IEEE Internet Things J., 2021)

An Intra-Subject Approach Based on the Application of HMM to Predict Concentration in Educational Contexts from Nonintrusive Physiological Signals in Real-World Situations. - Ana Serrano Mamolar; Miguel Arevalillo-Herráez; Guillermo Chicote-Huete; Jesus Boticario (Sensors, 2021)

On the Influence of Affect in EEG-Based Subject Identification. - Pablo Arnau-González; Miguel Arevalillo-Herráez; Stamos Katsigiannis; Naeem Ramzan (IEEE Trans. Affect. Comput., 2021)

Using Open Source Technologies and Generalizable Procedures in Conversational and Affective Intelligent Tutoring Systems. - Romina Soledad Albornoz-De Luise; Miguel Arevalillo-Herráez; David Arnau (AIED (2), 2022)

On Providing Natural Language Support for Intelligent Tutoring Systems. - Romina Soledad Albornoz-De Luise; Pablo Arnau-González; Miguel Arevalillo-Herráez (AIED (2), 2022)

An Explainable and Reliable Facial Expression Recognition System for Remote Health Monitoring. - Mohammad Mahdi Deramgozin; Slavisa Jovanovic; Miguel Arevalillo-Herráez; Hassan Rabah (ICECS 2022, 2022)

Conversational Agent Design for Algebra Tutoring. - Romina Soledad Albornoz-De Luise; Pablo Arnau-González; Miguel Arevalillo-Herráez (SMC, 2022)

On the benefits of using Hidden Markov Models to predict emotions. - Yuyan Wu; Miguel Arevalillo-Herráez; Stamos Katsigiannis; Naeem Ramzan (UMAP, 2022)

On using the DIET architecture for sentiment analysis and emotion detection. - Miguel Arevalillo-Herráez; Pablo Arnau-González; Inés Bravo-Cabrera; Naeem Ramzan (WI/IAT, 2022)

On Adapting the DIET Architecture and the Rasa Conversational Toolkit for the Sentiment Analysis Task. - Miguel Arevalillo-Herráez; Pablo Arnau-González; Naeem Ramzan (IEEE Access, 2022)

Using intra-task flexibility on an intelligent tutoring system to promote arithmetic problem-solving proficiency. - Javier del Olmo-Muñoz; José Antonio González-Calero; Pascual D. Diago; David Arnau; Miguel Arevalillo-Herráez (Br. J. Educ. Technol., 2022)

Social VR and multi-party holographic communications: Opportunities, Challenges and Impact in the Education and Training Sectors. - Mario Montagud; Gianluca Cernigliaro; Miguel Arevalillo-Herráez; Miguel García-Pineda; Jaume Segura-Garcia; Sergi Fernández (CoRR, 2022)

Towards Automatic Tutoring of Custom Student-Stated Math Word Problems. - Pablo Arnau-González; Ana Serrano Mamolar; Stamos Katsigiannis; Miguel Arevalillo-Herráez (AIED (Posters/Late Breaking Results/...), 2023)

Comparison of Constant Rate Factor and Constant Bitrate Mode Encoding for rPPG Detection. - Benjamin Tilbury; Miguel Arevalillo-Herráez; Naeem Ramzan (QoMEX, 2023)

Toward Automatic Tutoring of Math Word Problems in Intelligent Tutoring Systems. - Pablo Arnau-González; Ana Serrano Mamolar; Stamos Katsigiannis; Turke Althobaiti; Miguel Arevalillo-Herráez (IEEE Access, 2023)

Attention-Enabled Lightweight Neural Network Architecture for Detection of Action Unit Activation. - Mohammad Mahdi Deramgozin; Slavisa Jovanovic; Miguel Arevalillo-Herráez; Naeem Ramzan; Hassan Rabah (IEEE Access, 2023)

Improved Action Unit Detection Based on a Hybrid Model. - Yuyan Wu; Miguel Arevalillo-Herráez; Pablo Arnau-González (IEEE Access, 2023)

A methodological approach to enable natural language interaction in an Intelligent Tutoring System. - Pablo Arnau-González; Miguel Arevalillo-Herráez; Romina Soledad Albornoz-De Luise; David Arnau (Comput. Speech Lang., 2023)

On Using Conversational Frameworks to Support Natural Language Interaction in Intelligent Tutoring Systems. - Romina Soledad Albornoz-De Luise; Miguel Arevalillo-Herráez; David Arnau (IEEE Trans. Learn. Technol., 2023)

Fusing ECG signals and IRT models for task difficulty prediction in computerised educational systems. - Miguel Arevalillo-Herráez; Stamos Katsigiannis; Fehaid Alqahtani; Pablo Arnau-González (Knowl. Based Syst., 2023)

5G AI-IoT system for bird species monitoring and bird song classification. - Jaume Segura-Garcia; Miguel Arevalillo-Herráez; Santiago Felici-Castell; Enrique A. Navarro-Camba; Sean Sturley; José M. Alcaraz Calero (EATIS, 2024)

Be My Mate: Simulating Virtual Students for collaboration using Large Language Models. - Sergi Solera-Monforte; Pablo Arnau-González; Miguel Arevalillo-Herráez (INLG (System Demonstrations), 2024)

Using Large Language Models to Support Teaching and Learning of Word Problem Solving in Tutoring Systems. - Jaime Arnau-Blasco; Miguel Arevalillo-Herráez; Sergi Solera-Monforte; Yuyan Wu (ITS (1), 2024)

A Generative Approach for Proactive Assistance Forecasting in Intelligent Tutoring Environments. - Yuyan Wu; Miguel Arevalillo-Herráez; Sergi Solera-Monforte (ITS (1), 2024)

Using Large Language Models to Integrate Virtual Students in Computerized Learning Platforms. - Miguel Arevalillo-Herráez; Aladdin Ayesh; Houman D. Rezakhanlou-Alarte; David Arnau-Vera (SMC, 2024)

Towards Assessing Generative AI Based Empathic Systems. - Aladdin Ayesh; Miguel Arevalillo-Herráez; Asma Zoghlami (SMC, 2024)

Design and Evaluation of a Set of Methodological Strategies for Learning a Second Language in Students With Down Syndrome Using Computer-Based Instruction. - Cristina Cunha-Pérez; Miguel Arevalillo-Herráez; David Arnau (IEEE Trans. Learn. Technol., 2024)

5G AI-IoT System for Bird Species Monitoring and Song Classification. - Jaume Segura-Garcia; Sean Sturley; Miguel Arevalillo-Herráez; José M. Alcaraz Calero; Santiago Felici-Castell; Enrique A. Navarro-Camba (Sensors, 2024)

Leveraging intent-entity relationships to enhance semantic accuracy in NLU models. - Romina Soledad Albornoz-De Luise; Miguel Arevalillo-Herráez; Yuyan Wu (Neural Comput. Appl., 2024)

Predicting User Actions in Algebra Intelligent Tutoring Systems with Markov Models. - Pablo Arnau-González; Yuyan Wu; Sergi Solera-Monforte; David Arnau; Miguel Arevalillo-Herráez (AIED (5), 2025)

On Using Large Language Models for Rubric-Based Open Question Evaluation. - Mark Tic; Miguel Arevalillo-Herráez; Yuyan Wu; Dejan Lavbic (AIED (6), 2025)

A Study of the Influence of the Attention Mechanism on Knowledge Tracing. - Yuyan Wu; Miguel Arevalillo-Herráez; David Arnau (AIED (5), 2025)

Leveraging AI to Support Virtual Students in Intelligent Tutoring Systems. - Miguel Arevalillo-Herráez; Aladdin Ayesh; Houman D. Rezakhanlou-Alarte; Pablo Arnau-González; Sergi Solera-Monforte; Naeem Ramzan (EC-TE (1), 2025)

Developing Human-Centered Intelligent Learning Systems: the application of CARAIX framework. - Miguel Portaz; Angeles Manjarrés Riesco; Olga C. Santos; Raúl Cabestrero; Pilar Quirós; Mar Hermosilla; David Puertas-Ramirez; Jesus Boticario; Gadea Lucas-Pérez; Ana Serrano Mamolar; Álvar Arnaiz-González; Miguel Arevalillo-Herráez; et al. (UMAP (Adjunct Publication), 2025)

On improving conversational interfaces in educational systems. - Yuyan Wu; Romina Soledad Albornoz-De Luise; Miguel Arevalillo-Herráez (Comput. Speech Lang., 2025)

A framework for adapting conversational intelligent tutoring systems to enable collaborative learning. - Pablo Arnau-González; Sergi Solera-Monforte; Yuyan Wu; Miguel Arevalillo-Herráez (Expert Syst. Appl., 2025)

A non-deteriorating approach to improve Natural Language Understanding in Conversational Agents. - Miguel Arevalillo-Herráez; Romina Soledad Albornoz-De Luise; Yuyan Wu (Neurocomputing, 2025)

SKDU at De-Factify 4.0: Natural Language Features for AI-Generated Text-Detection. - Shrikant Malviya; Pablo Arnau-González; Miguel Arevalillo-Herráez; Stamos Katsigiannis (CoRR, 2025)

AI-driven 5G IoT e-nose for whiskey classification. - Jaume Segura-Garcia; Rafael Fayos-Jordan; Mohammad Alselek; Sergi Maicas; Miguel Arevalillo-Herráez; Enrique A. Navarro-Camba; José M. Alcaraz Calero (Appl. Intell., 2025)