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Pattern Recognition and Artificial Intelligence Group

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Welcome to the page of the Pattern Recognition and Artificial Intelligence Group of the University of Alicante. Here you will find information about the members of our group, our publications and an overview of our activities. Check the events page if you want information about upcoming events such as workshops, tutorials or special issues of journals.

Our group is part of the Department of Software and Computing Systems at the University of Alicante.

Working Areas: Pattern Recognition Algorithms Machine Learning Computer Music Computer Vision

Latest News:

• 2023-04-26: New paper accepted: Juan C. Martinez-Sevilla, Antonio Ríos-Vila, Francisco J. Castellanos, Jorge Calvo-Zaragoza: "A Holistic Approach for Aligned Music Notation and Lyrics Transcription". In International Conference on Document Analysis and Recognition.
• 2023-04-26: New paper accepted: Antonio Ríos-Vila, David Rizo, José M. Iñesta, Jorge Calvo-Zaragoza: "End-to-end Optical Music Recognition for Pianoform Sheet Music". In International Journal on Document Analysis and Recognition.
• 2023-04-25: New paper accepted: Jose J. Valero-Mas, Antonio Javier Gallego, Juan Ramón Rico-Juan: "An Overview of Ensemble and Feature Learning in Few-Shot Image Classification using Siamese Networks". In Multimedia Tools and Applications.
• 2023-01-24: New paper accepted: Adrian Rosello, Jose J. Valero-Mas, Antonio Javier Gallego, Javier Sáez-Pérez, Jorge Calvo-Zaragoza: "Kurcuma: a Kitchen Utensil Recognition Collection for Unsupervised Domain Adaptation". In Pattern Analysis and Applications.
• 2023-01-20: New paper accepted: María Alfaro-Contreras, Antonio Ríos-Vila, Jose J. Valero-Mas, Jorge Calvo-Zaragoza: "Few-Shot Symbol Classification via Self-Supervised Learning and Nearest Neighbor". In Pattern Recognition Letters.
• 2023-01-17: New paper accepted: Juan R. Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas, and Antonio Javier Gallego. "Identifying Student Profiles within Online Judge systems using Explainable Artificial Intelligence". In Transactions on Learning Technologies
• 2022-12-29: New paper accepted: María Alfaro-Contreras, Jose J. Valero-Mas, Jose M. Iñesta, Jorge Calvo-Zaragoza: "Late multimodal fusion for image and audio music transcription". In Expert Systems With Applications.
• 2022-12-24: New paper accepted: Alejandro Sánchez-Ferrer, Jose J. Valero-Mas, Antonio Javier Gallego, Jorge Calvo-Zaragoza. "An Experimental Study on Marine Debris Location and Recognition using Object Detection". In Pattern Recognition Letters.
• 2022-11-30: The PhD thesis "Contributions to Document Image Analysis: Application to Music Score Images" presented by Francisco José Castellanos Regalado has obtained a Cum Laude.
• 2022-11-13: New paper accepted: Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez, Xavier Serra. "Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification". In Pattern Recognition.